ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k50_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k50_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k50_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: 89a67c1a

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k50_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: 0.8964
Qwk: 0.6410
Mse: 0.8964
Rmse: 0.9468

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	0.0048	2	4.5785	-0.0102	4.5785	2.1397
No log	0.0096	4	2.5376	0.0501	2.5376	1.5930
No log	0.0144	6	1.6809	-0.0312	1.6809	1.2965
No log	0.0192	8	1.2607	0.0760	1.2607	1.1228
No log	0.0240	10	1.1288	0.2560	1.1288	1.0625
No log	0.0288	12	1.4414	0.1380	1.4414	1.2006
No log	0.0337	14	2.0116	0.1772	2.0116	1.4183
No log	0.0385	16	2.4212	0.1293	2.4212	1.5560
No log	0.0433	18	2.4305	0.1293	2.4305	1.5590
No log	0.0481	20	1.9867	0.2095	1.9867	1.4095
No log	0.0529	22	1.7828	0.1509	1.7828	1.3352
No log	0.0577	24	1.6944	0.2349	1.6944	1.3017
No log	0.0625	26	1.8129	0.1911	1.8129	1.3464
No log	0.0673	28	1.9478	0.1227	1.9478	1.3956
No log	0.0721	30	1.7661	0.1724	1.7661	1.3289
No log	0.0769	32	1.6062	0.1478	1.6062	1.2674
No log	0.0817	34	1.8835	0.1591	1.8835	1.3724
No log	0.0865	36	2.6850	0.1470	2.6850	1.6386
No log	0.0913	38	2.4763	0.1921	2.4763	1.5736
No log	0.0962	40	1.6846	0.3059	1.6846	1.2979
No log	0.1010	42	1.7020	0.3589	1.7020	1.3046
No log	0.1058	44	2.3162	0.2159	2.3162	1.5219
No log	0.1106	46	2.2339	0.2471	2.2339	1.4946
No log	0.1154	48	1.4998	0.4110	1.4998	1.2246
No log	0.1202	50	1.5650	0.3966	1.5650	1.2510
No log	0.125	52	1.7989	0.3721	1.7989	1.3412
No log	0.1298	54	1.9343	0.3558	1.9343	1.3908
No log	0.1346	56	1.6069	0.3850	1.6069	1.2676
No log	0.1394	58	1.4107	0.3485	1.4107	1.1877
No log	0.1442	60	1.6766	0.2732	1.6766	1.2948
No log	0.1490	62	1.5660	0.3182	1.5660	1.2514
No log	0.1538	64	1.5078	0.3105	1.5078	1.2279
No log	0.1587	66	1.6542	0.2925	1.6542	1.2862
No log	0.1635	68	1.9378	0.2573	1.9378	1.3920
No log	0.1683	70	1.7430	0.2727	1.7430	1.3202
No log	0.1731	72	1.4994	0.4104	1.4994	1.2245
No log	0.1779	74	1.8129	0.2768	1.8129	1.3464
No log	0.1827	76	2.9558	0.2337	2.9558	1.7192
No log	0.1875	78	3.4980	0.2349	3.4980	1.8703
No log	0.1923	80	2.9849	0.2225	2.9849	1.7277
No log	0.1971	82	1.6225	0.3031	1.6225	1.2738
No log	0.2019	84	1.2579	0.3631	1.2579	1.1216
No log	0.2067	86	1.4193	0.3402	1.4193	1.1913
No log	0.2115	88	1.7236	0.3645	1.7236	1.3128
No log	0.2163	90	2.2150	0.3189	2.2150	1.4883
No log	0.2212	92	2.7823	0.2059	2.7823	1.6680
No log	0.2260	94	2.5745	0.2752	2.5745	1.6045
No log	0.2308	96	1.7644	0.2667	1.7644	1.3283
No log	0.2356	98	1.6347	0.3347	1.6347	1.2785
No log	0.2404	100	1.9091	0.2518	1.9091	1.3817
No log	0.2452	102	2.4210	0.2617	2.4210	1.5560
No log	0.25	104	3.0730	0.2241	3.0730	1.7530
No log	0.2548	106	3.1097	0.2241	3.1097	1.7634
No log	0.2596	108	2.6093	0.2714	2.6093	1.6153
No log	0.2644	110	2.3688	0.2927	2.3688	1.5391
No log	0.2692	112	2.2465	0.2330	2.2465	1.4988
No log	0.2740	114	1.5614	0.3423	1.5614	1.2496
No log	0.2788	116	0.9234	0.5072	0.9234	0.9609
No log	0.2837	118	0.8127	0.5848	0.8127	0.9015
No log	0.2885	120	0.9567	0.5188	0.9567	0.9781
No log	0.2933	122	1.4920	0.3753	1.4920	1.2215
No log	0.2981	124	1.9918	0.3707	1.9918	1.4113
No log	0.3029	126	2.4146	0.3173	2.4146	1.5539
No log	0.3077	128	2.1557	0.3514	2.1557	1.4682
No log	0.3125	130	1.5124	0.3409	1.5124	1.2298
No log	0.3173	132	0.9676	0.5326	0.9676	0.9837
No log	0.3221	134	0.8188	0.6045	0.8188	0.9049
No log	0.3269	136	0.9493	0.4898	0.9493	0.9743
No log	0.3317	138	1.2347	0.4482	1.2347	1.1112
No log	0.3365	140	1.5474	0.3789	1.5474	1.2439
No log	0.3413	142	1.4186	0.3973	1.4186	1.1911
No log	0.3462	144	1.3061	0.4400	1.3061	1.1429
No log	0.3510	146	1.4393	0.4134	1.4393	1.1997
No log	0.3558	148	1.7746	0.3971	1.7746	1.3321
No log	0.3606	150	1.7968	0.3787	1.7968	1.3404
No log	0.3654	152	1.8679	0.3971	1.8679	1.3667
No log	0.3702	154	2.1114	0.3822	2.1114	1.4531
No log	0.375	156	2.1136	0.3768	2.1136	1.4538
No log	0.3798	158	2.0309	0.3768	2.0309	1.4251
No log	0.3846	160	1.6320	0.3586	1.6320	1.2775
No log	0.3894	162	1.5046	0.3213	1.5046	1.2266
No log	0.3942	164	1.5847	0.3371	1.5847	1.2588
No log	0.3990	166	1.5081	0.3820	1.5081	1.2280
No log	0.4038	168	1.0901	0.4643	1.0901	1.0441
No log	0.4087	170	0.9336	0.5773	0.9336	0.9662
No log	0.4135	172	1.2571	0.5250	1.2571	1.1212
No log	0.4183	174	1.4535	0.4701	1.4535	1.2056
No log	0.4231	176	1.3786	0.5142	1.3786	1.1742
No log	0.4279	178	1.3028	0.5406	1.3028	1.1414
No log	0.4327	180	1.3070	0.5199	1.3070	1.1433
No log	0.4375	182	1.0938	0.5357	1.0938	1.0459
No log	0.4423	184	1.0955	0.5570	1.0955	1.0467
No log	0.4471	186	1.0432	0.5595	1.0432	1.0214
No log	0.4519	188	1.3057	0.5199	1.3057	1.1427
No log	0.4567	190	1.2332	0.5701	1.2332	1.1105
No log	0.4615	192	1.4539	0.5058	1.4539	1.2058
No log	0.4663	194	1.8243	0.3689	1.8243	1.3507
No log	0.4712	196	1.8802	0.3444	1.8802	1.3712
No log	0.4760	198	1.3979	0.4476	1.3979	1.1823
No log	0.4808	200	1.0150	0.5538	1.0150	1.0075
No log	0.4856	202	1.0340	0.5263	1.0340	1.0169
No log	0.4904	204	1.3196	0.4713	1.3196	1.1487
No log	0.4952	206	1.9796	0.3046	1.9796	1.4070
No log	0.5	208	2.1554	0.3189	2.1554	1.4681
No log	0.5048	210	1.8102	0.3799	1.8102	1.3455
No log	0.5096	212	1.5742	0.4706	1.5742	1.2547
No log	0.5144	214	1.2772	0.5236	1.2772	1.1302
No log	0.5192	216	1.2687	0.5061	1.2687	1.1264
No log	0.5240	218	1.2781	0.4950	1.2781	1.1305
No log	0.5288	220	1.4885	0.3696	1.4885	1.2201
No log	0.5337	222	2.0089	0.3328	2.0089	1.4174
No log	0.5385	224	2.2985	0.3189	2.2985	1.5161
No log	0.5433	226	2.3323	0.3189	2.3323	1.5272
No log	0.5481	228	2.0546	0.2273	2.0546	1.4334
No log	0.5529	230	1.6071	0.3182	1.6071	1.2677
No log	0.5577	232	1.4835	0.4073	1.4835	1.2180
No log	0.5625	234	1.5404	0.3389	1.5404	1.2411
No log	0.5673	236	1.6830	0.3036	1.6830	1.2973
No log	0.5721	238	1.8945	0.2649	1.8945	1.3764
No log	0.5769	240	1.6789	0.3182	1.6789	1.2957
No log	0.5817	242	1.7196	0.3050	1.7196	1.3114
No log	0.5865	244	1.8647	0.3362	1.8647	1.3656
No log	0.5913	246	2.3505	0.3328	2.3505	1.5331
No log	0.5962	248	2.6512	0.3088	2.6512	1.6283
No log	0.6010	250	2.6637	0.2856	2.6637	1.6321
No log	0.6058	252	2.3140	0.2794	2.3140	1.5212
No log	0.6106	254	2.0143	0.2917	2.0143	1.4193
No log	0.6154	256	1.8500	0.2672	1.8500	1.3602
No log	0.6202	258	1.4212	0.3157	1.4212	1.1921
No log	0.625	260	1.2817	0.3950	1.2817	1.1321
No log	0.6298	262	1.5820	0.3205	1.5820	1.2578
No log	0.6346	264	1.6017	0.2821	1.6017	1.2656
No log	0.6394	266	1.4060	0.3589	1.4060	1.1858
No log	0.6442	268	1.1841	0.4198	1.1841	1.0882
No log	0.6490	270	1.3887	0.4346	1.3887	1.1784
No log	0.6538	272	1.3870	0.4591	1.3870	1.1777
No log	0.6587	274	1.0494	0.6146	1.0494	1.0244
No log	0.6635	276	0.9451	0.5773	0.9451	0.9722
No log	0.6683	278	1.0839	0.5375	1.0839	1.0411
No log	0.6731	280	1.0563	0.5762	1.0563	1.0278
No log	0.6779	282	0.9448	0.6146	0.9448	0.9720
No log	0.6827	284	1.1744	0.5404	1.1744	1.0837
No log	0.6875	286	1.2827	0.5273	1.2827	1.1326
No log	0.6923	288	1.2384	0.5441	1.2384	1.1128
No log	0.6971	290	1.1826	0.5465	1.1826	1.0875
No log	0.7019	292	1.0292	0.5378	1.0292	1.0145
No log	0.7067	294	0.8250	0.5921	0.8250	0.9083
No log	0.7115	296	0.7838	0.6337	0.7838	0.8853
No log	0.7163	298	0.8242	0.625	0.8242	0.9078
No log	0.7212	300	0.8437	0.6061	0.8437	0.9185
No log	0.7260	302	0.8414	0.6061	0.8414	0.9173
No log	0.7308	304	0.9165	0.6062	0.9165	0.9573
No log	0.7356	306	0.8922	0.5770	0.8922	0.9446
No log	0.7404	308	0.9118	0.5770	0.9118	0.9549
No log	0.7452	310	1.0634	0.5568	1.0634	1.0312
No log	0.75	312	1.3483	0.4423	1.3483	1.1612
No log	0.7548	314	1.4766	0.3951	1.4766	1.2152
No log	0.7596	316	1.2672	0.5269	1.2672	1.1257
No log	0.7644	318	1.0219	0.5618	1.0219	1.0109
No log	0.7692	320	1.0812	0.5239	1.0812	1.0398
No log	0.7740	322	1.2859	0.5227	1.2859	1.1340
No log	0.7788	324	1.4938	0.4233	1.4938	1.2222
No log	0.7837	326	1.7260	0.3675	1.7260	1.3138
No log	0.7885	328	1.6483	0.3465	1.6483	1.2839
No log	0.7933	330	1.3870	0.3639	1.3870	1.1777
No log	0.7981	332	1.1639	0.4752	1.1639	1.0788
No log	0.8029	334	0.9433	0.5619	0.9433	0.9712
No log	0.8077	336	0.8776	0.6092	0.8776	0.9368
No log	0.8125	338	0.9989	0.5846	0.9989	0.9994
No log	0.8173	340	1.2252	0.5389	1.2252	1.1069
No log	0.8221	342	1.1867	0.5909	1.1867	1.0894
No log	0.8269	344	1.2392	0.6143	1.2392	1.1132
No log	0.8317	346	1.0924	0.5855	1.0924	1.0452
No log	0.8365	348	0.9728	0.5920	0.9728	0.9863
No log	0.8413	350	1.0220	0.5678	1.0220	1.0110
No log	0.8462	352	1.1443	0.496	1.1443	1.0697
No log	0.8510	354	1.0960	0.5464	1.0960	1.0469
No log	0.8558	356	0.9329	0.5919	0.9329	0.9658
No log	0.8606	358	0.7883	0.6133	0.7883	0.8878
No log	0.8654	360	0.6597	0.6786	0.6597	0.8122
No log	0.8702	362	0.7203	0.6568	0.7203	0.8487
No log	0.875	364	0.9090	0.5873	0.9090	0.9534
No log	0.8798	366	1.3183	0.5518	1.3183	1.1482
No log	0.8846	368	1.6170	0.4512	1.6170	1.2716
No log	0.8894	370	1.5310	0.4596	1.5310	1.2373
No log	0.8942	372	1.2063	0.4526	1.2063	1.0983
No log	0.8990	374	1.1178	0.4655	1.1178	1.0572
No log	0.9038	376	1.2166	0.4526	1.2166	1.1030
No log	0.9087	378	1.4463	0.3810	1.4463	1.2026
No log	0.9135	380	1.3789	0.4422	1.3789	1.1743
No log	0.9183	382	1.0740	0.4857	1.0740	1.0363
No log	0.9231	384	0.8671	0.5691	0.8671	0.9312
No log	0.9279	386	0.9148	0.5960	0.9148	0.9565
No log	0.9327	388	1.0619	0.5935	1.0619	1.0305
No log	0.9375	390	1.0697	0.5985	1.0697	1.0343
No log	0.9423	392	0.9683	0.5991	0.9683	0.9840
No log	0.9471	394	0.7514	0.6286	0.7514	0.8668
No log	0.9519	396	0.7262	0.6293	0.7262	0.8522
No log	0.9567	398	0.8199	0.65	0.8199	0.9055
No log	0.9615	400	1.0021	0.5851	1.0021	1.0010
No log	0.9663	402	0.8983	0.5867	0.8983	0.9478
No log	0.9712	404	0.9510	0.5817	0.9510	0.9752
No log	0.9760	406	1.0538	0.5642	1.0538	1.0266
No log	0.9808	408	1.0753	0.5772	1.0753	1.0370
No log	0.9856	410	0.9953	0.5615	0.9953	0.9977
No log	0.9904	412	0.9385	0.5205	0.9385	0.9688
No log	0.9952	414	0.9152	0.5527	0.9152	0.9566
No log	1.0	416	1.0330	0.5424	1.0330	1.0164
No log	1.0048	418	1.1932	0.5866	1.1932	1.0923
No log	1.0096	420	1.2062	0.5657	1.2062	1.0983
No log	1.0144	422	1.0100	0.5909	1.0100	1.0050
No log	1.0192	424	0.9347	0.5967	0.9347	0.9668
No log	1.0240	426	1.0490	0.6290	1.0490	1.0242
No log	1.0288	428	1.1005	0.6290	1.1005	1.0491
No log	1.0337	430	0.9918	0.6277	0.9918	0.9959
No log	1.0385	432	0.8045	0.6135	0.8045	0.8969
No log	1.0433	434	0.6764	0.6050	0.6764	0.8224
No log	1.0481	436	0.6861	0.6050	0.6861	0.8283
No log	1.0529	438	0.8116	0.6362	0.8116	0.9009
No log	1.0577	440	1.2223	0.5863	1.2223	1.1056
No log	1.0625	442	1.5686	0.3768	1.5686	1.2524
No log	1.0673	444	1.4790	0.3810	1.4790	1.2161
No log	1.0721	446	1.1714	0.4735	1.1714	1.0823
No log	1.0769	448	0.9957	0.5623	0.9957	0.9979
No log	1.0817	450	0.9618	0.6029	0.9618	0.9807
No log	1.0865	452	0.9126	0.6173	0.9126	0.9553
No log	1.0913	454	1.0865	0.6283	1.0865	1.0424
No log	1.0962	456	1.3427	0.5357	1.3427	1.1588
No log	1.1010	458	1.2514	0.5491	1.2514	1.1187
No log	1.1058	460	0.9139	0.5951	0.9139	0.9560
No log	1.1106	462	0.6483	0.5884	0.6483	0.8051
No log	1.1154	464	0.6158	0.6182	0.6158	0.7847
No log	1.1202	466	0.7025	0.6362	0.7025	0.8382
No log	1.125	468	1.0035	0.6415	1.0035	1.0017
No log	1.1298	470	1.4929	0.3631	1.4929	1.2218
No log	1.1346	472	1.6160	0.3116	1.6160	1.2712
No log	1.1394	474	1.4090	0.4115	1.4090	1.1870
No log	1.1442	476	1.0964	0.5256	1.0964	1.0471
No log	1.1490	478	0.8767	0.6111	0.8767	0.9363
No log	1.1538	480	0.8938	0.6111	0.8938	0.9454
No log	1.1587	482	1.0824	0.5256	1.0824	1.0404
No log	1.1635	484	1.2204	0.5022	1.2204	1.1047
No log	1.1683	486	1.3676	0.4607	1.3676	1.1694
No log	1.1731	488	1.5089	0.4244	1.5089	1.2284
No log	1.1779	490	1.3414	0.4591	1.3414	1.1582
No log	1.1827	492	1.1870	0.5353	1.1870	1.0895
No log	1.1875	494	1.0176	0.5448	1.0176	1.0088
No log	1.1923	496	1.0070	0.5740	1.0070	1.0035
No log	1.1971	498	1.0337	0.5593	1.0337	1.0167
0.4404	1.2019	500	1.1673	0.4986	1.1673	1.0804
0.4404	1.2067	502	1.1953	0.5312	1.1953	1.0933
0.4404	1.2115	504	1.1618	0.5803	1.1618	1.0779
0.4404	1.2163	506	1.1046	0.5299	1.1046	1.0510
0.4404	1.2212	508	1.0527	0.5299	1.0527	1.0260
0.4404	1.2260	510	1.0346	0.4781	1.0346	1.0171
0.4404	1.2308	512	1.0886	0.4340	1.0886	1.0434
0.4404	1.2356	514	1.0904	0.4340	1.0904	1.0442
0.4404	1.2404	516	1.0971	0.4340	1.0971	1.0474
0.4404	1.2452	518	1.1864	0.4243	1.1864	1.0892
0.4404	1.25	520	1.1172	0.5443	1.1172	1.0570
0.4404	1.2548	522	1.0718	0.5263	1.0718	1.0353
0.4404	1.2596	524	1.0706	0.5012	1.0706	1.0347
0.4404	1.2644	526	1.0794	0.5387	1.0794	1.0390
0.4404	1.2692	528	1.1157	0.5461	1.1157	1.0563
0.4404	1.2740	530	1.0374	0.5705	1.0374	1.0185
0.4404	1.2788	532	1.0677	0.5742	1.0677	1.0333
0.4404	1.2837	534	1.1140	0.5719	1.1140	1.0555
0.4404	1.2885	536	1.2117	0.5424	1.2117	1.1008
0.4404	1.2933	538	1.4103	0.5166	1.4103	1.1876
0.4404	1.2981	540	1.3105	0.5227	1.3105	1.1448
0.4404	1.3029	542	1.3240	0.4962	1.3240	1.1506
0.4404	1.3077	544	1.5389	0.3333	1.5389	1.2405
0.4404	1.3125	546	1.7362	0.2742	1.7362	1.3177
0.4404	1.3173	548	1.6206	0.3231	1.6206	1.2730
0.4404	1.3221	550	1.4466	0.4036	1.4466	1.2028
0.4404	1.3269	552	1.4361	0.4315	1.4361	1.1984
0.4404	1.3317	554	1.3225	0.4510	1.3225	1.1500
0.4404	1.3365	556	1.1657	0.5512	1.1657	1.0797
0.4404	1.3413	558	1.1765	0.5422	1.1765	1.0847
0.4404	1.3462	560	1.2855	0.5103	1.2855	1.1338
0.4404	1.3510	562	1.1302	0.5772	1.1302	1.0631
0.4404	1.3558	564	1.0808	0.6161	1.0808	1.0396
0.4404	1.3606	566	1.2216	0.4924	1.2216	1.1052
0.4404	1.3654	568	1.4432	0.4315	1.4432	1.2013
0.4404	1.3702	570	1.3490	0.4279	1.3490	1.1615
0.4404	1.375	572	1.1775	0.4609	1.1775	1.0851
0.4404	1.3798	574	0.9670	0.6208	0.9670	0.9834
0.4404	1.3846	576	0.9920	0.6208	0.9920	0.9960
0.4404	1.3894	578	1.1687	0.5772	1.1687	1.0810
0.4404	1.3942	580	1.3064	0.5103	1.3064	1.1430
0.4404	1.3990	582	1.3611	0.4830	1.3611	1.1667
0.4404	1.4038	584	1.3979	0.4712	1.3979	1.1823
0.4404	1.4087	586	1.4361	0.4400	1.4361	1.1984
0.4404	1.4135	588	1.3052	0.4728	1.3052	1.1425
0.4404	1.4183	590	1.1678	0.4744	1.1678	1.0806
0.4404	1.4231	592	1.1738	0.5465	1.1738	1.0834
0.4404	1.4279	594	1.2196	0.5551	1.2196	1.1043
0.4404	1.4327	596	1.0317	0.65	1.0317	1.0157
0.4404	1.4375	598	0.7959	0.6698	0.7959	0.8922
0.4404	1.4423	600	0.7739	0.6195	0.7739	0.8797
0.4404	1.4471	602	0.9080	0.6475	0.9080	0.9529
0.4404	1.4519	604	1.0254	0.6036	1.0254	1.0126
0.4404	1.4567	606	1.1547	0.5547	1.1547	1.0746
0.4404	1.4615	608	1.1255	0.5183	1.1255	1.0609
0.4404	1.4663	610	1.0367	0.5942	1.0367	1.0182
0.4404	1.4712	612	0.9930	0.5762	0.9930	0.9965
0.4404	1.4760	614	1.0915	0.5878	1.0915	1.0448
0.4404	1.4808	616	1.0595	0.6231	1.0595	1.0293
0.4404	1.4856	618	0.9811	0.5898	0.9811	0.9905
0.4404	1.4904	620	0.8945	0.6324	0.8945	0.9458
0.4404	1.4952	622	0.9418	0.6753	0.9418	0.9705
0.4404	1.5	624	1.0762	0.6065	1.0762	1.0374
0.4404	1.5048	626	0.9577	0.6753	0.9577	0.9786
0.4404	1.5096	628	0.9086	0.6482	0.9086	0.9532
0.4404	1.5144	630	0.8613	0.6415	0.8613	0.9280
0.4404	1.5192	632	0.8950	0.6819	0.8950	0.9461
0.4404	1.5240	634	0.8211	0.6680	0.8211	0.9061
0.4404	1.5288	636	0.7987	0.6945	0.7987	0.8937
0.4404	1.5337	638	0.8033	0.6738	0.8033	0.8963
0.4404	1.5385	640	0.8460	0.6617	0.8460	0.9198
0.4404	1.5433	642	0.7784	0.6819	0.7784	0.8823
0.4404	1.5481	644	0.6683	0.6384	0.6683	0.8175
0.4404	1.5529	646	0.6838	0.6507	0.6838	0.8269
0.4404	1.5577	648	0.7563	0.6390	0.7563	0.8697
0.4404	1.5625	650	0.9178	0.6232	0.9178	0.9580
0.4404	1.5673	652	1.1508	0.5639	1.1508	1.0728
0.4404	1.5721	654	1.1112	0.5661	1.1112	1.0541
0.4404	1.5769	656	0.9939	0.6146	0.9939	0.9970
0.4404	1.5817	658	0.9687	0.6392	0.9687	0.9842
0.4404	1.5865	660	0.9904	0.6146	0.9904	0.9952
0.4404	1.5913	662	0.9903	0.6392	0.9903	0.9952
0.4404	1.5962	664	1.1182	0.5661	1.1182	1.0575
0.4404	1.6010	666	1.1676	0.5661	1.1676	1.0806
0.4404	1.6058	668	1.0972	0.6277	1.0972	1.0475
0.4404	1.6106	670	0.9526	0.6280	0.9526	0.9760
0.4404	1.6154	672	0.9494	0.6280	0.9494	0.9744
0.4404	1.6202	674	1.0391	0.6070	1.0391	1.0194
0.4404	1.625	676	1.1124	0.6273	1.1124	1.0547
0.4404	1.6298	678	1.0604	0.6266	1.0604	1.0298
0.4404	1.6346	680	0.8704	0.6170	0.8704	0.9329
0.4404	1.6394	682	0.8285	0.6271	0.8285	0.9102
0.4404	1.6442	684	0.8555	0.5850	0.8555	0.9249
0.4404	1.6490	686	0.9662	0.5801	0.9662	0.9830
0.4404	1.6538	688	1.2287	0.5776	1.2287	1.1085
0.4404	1.6587	690	1.3785	0.5077	1.3785	1.1741
0.4404	1.6635	692	1.2534	0.5529	1.2534	1.1195
0.4404	1.6683	694	1.0999	0.5705	1.0999	1.0487
0.4404	1.6731	696	1.1729	0.5529	1.1729	1.0830
0.4404	1.6779	698	1.1398	0.6053	1.1398	1.0676
0.4404	1.6827	700	0.9596	0.6093	0.9596	0.9796
0.4404	1.6875	702	0.8301	0.6135	0.8301	0.9111
0.4404	1.6923	704	0.7653	0.6009	0.7653	0.8748
0.4404	1.6971	706	0.7905	0.6009	0.7905	0.8891
0.4404	1.7019	708	0.9895	0.6146	0.9895	0.9948
0.4404	1.7067	710	1.1511	0.6273	1.1511	1.0729
0.4404	1.7115	712	1.0381	0.6146	1.0381	1.0189
0.4404	1.7163	714	0.8501	0.6387	0.8501	0.9220
0.4404	1.7212	716	0.6895	0.5884	0.6895	0.8303
0.4404	1.7260	718	0.6831	0.5884	0.6831	0.8265
0.4404	1.7308	720	0.7462	0.5970	0.7462	0.8638
0.4404	1.7356	722	0.9430	0.6348	0.9430	0.9711
0.4404	1.7404	724	1.1611	0.5522	1.1611	1.0775
0.4404	1.7452	726	1.2847	0.4520	1.2847	1.1335
0.4404	1.75	728	1.1931	0.5225	1.1931	1.0923
0.4404	1.7548	730	1.0440	0.5898	1.0440	1.0218
0.4404	1.7596	732	0.9004	0.625	0.9004	0.9489
0.4404	1.7644	734	0.8587	0.625	0.8587	0.9267
0.4404	1.7692	736	0.8103	0.6529	0.8103	0.9002
0.4404	1.7740	738	0.7432	0.7203	0.7432	0.8621
0.4404	1.7788	740	0.6121	0.7017	0.6121	0.7824
0.4404	1.7837	742	0.5886	0.7017	0.5886	0.7672
0.4404	1.7885	744	0.6678	0.7160	0.6678	0.8172
0.4404	1.7933	746	0.7808	0.7044	0.7808	0.8836
0.4404	1.7981	748	0.7581	0.7016	0.7581	0.8707
0.4404	1.8029	750	0.6175	0.6358	0.6175	0.7858
0.4404	1.8077	752	0.5755	0.6184	0.5755	0.7586
0.4404	1.8125	754	0.5796	0.6184	0.5796	0.7613
0.4404	1.8173	756	0.6557	0.6358	0.6557	0.8097
0.4404	1.8221	758	0.7692	0.6707	0.7692	0.8770
0.4404	1.8269	760	0.8088	0.6331	0.8088	0.8993
0.4404	1.8317	762	0.8743	0.6578	0.8743	0.9350
0.4404	1.8365	764	0.9374	0.6578	0.9374	0.9682
0.4404	1.8413	766	0.9602	0.6331	0.9602	0.9799
0.4404	1.8462	768	0.8608	0.6149	0.8608	0.9278
0.4404	1.8510	770	0.8171	0.6409	0.8171	0.9039
0.4404	1.8558	772	0.7709	0.6409	0.7709	0.8780
0.4404	1.8606	774	0.7462	0.6606	0.7462	0.8638
0.4404	1.8654	776	0.8555	0.6445	0.8555	0.9249
0.4404	1.8702	778	1.1278	0.613	1.1278	1.0620
0.4404	1.875	780	1.3889	0.5406	1.3889	1.1785
0.4404	1.8798	782	1.3558	0.5231	1.3558	1.1644
0.4404	1.8846	784	1.1410	0.5639	1.1410	1.0682
0.4404	1.8894	786	0.9587	0.6324	0.9587	0.9791
0.4404	1.8942	788	0.8677	0.6173	0.8677	0.9315
0.4404	1.8990	790	0.7574	0.5946	0.7574	0.8703
0.4404	1.9038	792	0.7185	0.6239	0.7185	0.8476
0.4404	1.9087	794	0.7307	0.625	0.7307	0.8548
0.4404	1.9135	796	0.7845	0.6831	0.7845	0.8857
0.4404	1.9183	798	0.7324	0.6944	0.7324	0.8558
0.4404	1.9231	800	0.7330	0.6944	0.7330	0.8561
0.4404	1.9279	802	0.7496	0.6927	0.7496	0.8658
0.4404	1.9327	804	0.8550	0.6809	0.8550	0.9247
0.4404	1.9375	806	0.9769	0.6269	0.9769	0.9884
0.4404	1.9423	808	1.0180	0.5997	1.0180	1.0090
0.4404	1.9471	810	0.9298	0.6415	0.9298	0.9643
0.4404	1.9519	812	0.8614	0.6390	0.8614	0.9281
0.4404	1.9567	814	0.8991	0.6019	0.8991	0.9482
0.4404	1.9615	816	1.0374	0.6318	1.0374	1.0185
0.4404	1.9663	818	1.0473	0.6318	1.0473	1.0234
0.4404	1.9712	820	1.0485	0.6083	1.0485	1.0240
0.4404	1.9760	822	1.1768	0.5724	1.1768	1.0848
0.4404	1.9808	824	1.4089	0.4695	1.4089	1.1870
0.4404	1.9856	826	1.5111	0.4343	1.5111	1.2293
0.4404	1.9904	828	1.4163	0.4314	1.4163	1.1901
0.4404	1.9952	830	1.2183	0.5152	1.2183	1.1038
0.4404	2.0	832	1.1020	0.5233	1.1020	1.0498
0.4404	2.0048	834	0.9780	0.5591	0.9780	0.9889
0.4404	2.0096	836	0.8967	0.6097	0.8967	0.9469
0.4404	2.0144	838	0.9309	0.625	0.9309	0.9648
0.4404	2.0192	840	0.8955	0.6430	0.8955	0.9463
0.4404	2.0240	842	0.8366	0.6369	0.8366	0.9147
0.4404	2.0288	844	0.7885	0.6300	0.7885	0.8880
0.4404	2.0337	846	0.7677	0.6362	0.7677	0.8762
0.4404	2.0385	848	0.7860	0.6173	0.7860	0.8866
0.4404	2.0433	850	0.7983	0.6173	0.7983	0.8935
0.4404	2.0481	852	0.8154	0.6390	0.8154	0.9030
0.4404	2.0529	854	0.8327	0.6348	0.8327	0.9125
0.4404	2.0577	856	0.8565	0.6391	0.8565	0.9255
0.4404	2.0625	858	0.8275	0.6512	0.8275	0.9097
0.4404	2.0673	860	0.7938	0.6679	0.7938	0.8910
0.4404	2.0721	862	0.8686	0.6077	0.8686	0.9320
0.4404	2.0769	864	1.0019	0.5951	1.0019	1.0009
0.4404	2.0817	866	0.9639	0.6129	0.9639	0.9818
0.4404	2.0865	868	0.9785	0.5755	0.9785	0.9892
0.4404	2.0913	870	0.8667	0.6461	0.8667	0.9310
0.4404	2.0962	872	0.8336	0.6597	0.8336	0.9130
0.4404	2.1010	874	0.8153	0.6189	0.8153	0.9030
0.4404	2.1058	876	0.8158	0.6633	0.8158	0.9032
0.4404	2.1106	878	0.7451	0.6667	0.7451	0.8632
0.4404	2.1154	880	0.7141	0.6486	0.7141	0.8451
0.4404	2.1202	882	0.8097	0.6663	0.8097	0.8998
0.4404	2.125	884	0.8796	0.6718	0.8796	0.9379
0.4404	2.1298	886	0.9026	0.6604	0.9026	0.9501
0.4404	2.1346	888	0.8238	0.6189	0.8238	0.9077
0.4404	2.1394	890	0.6843	0.6116	0.6843	0.8272
0.4404	2.1442	892	0.6171	0.6426	0.6171	0.7856
0.4404	2.1490	894	0.6207	0.6426	0.6207	0.7878
0.4404	2.1538	896	0.6718	0.6217	0.6718	0.8196
0.4404	2.1587	898	0.8387	0.6691	0.8387	0.9158
0.4404	2.1635	900	1.0331	0.6489	1.0331	1.0164
0.4404	2.1683	902	1.1024	0.6413	1.1024	1.0500
0.4404	2.1731	904	1.0161	0.6129	1.0161	1.0080
0.4404	2.1779	906	0.8685	0.5650	0.8685	0.9319
0.4404	2.1827	908	0.8027	0.5798	0.8027	0.8959
0.4404	2.1875	910	0.7354	0.6093	0.7354	0.8576
0.4404	2.1923	912	0.7213	0.6093	0.7213	0.8493
0.4404	2.1971	914	0.8115	0.6209	0.8115	0.9008
0.4404	2.2019	916	1.0856	0.6207	1.0856	1.0419
0.4404	2.2067	918	1.2537	0.5884	1.2537	1.1197
0.4404	2.2115	920	1.2156	0.5661	1.2156	1.1026
0.4404	2.2163	922	1.0508	0.6232	1.0508	1.0251
0.4404	2.2212	924	1.0056	0.6220	1.0056	1.0028
0.4404	2.2260	926	1.0690	0.6055	1.0690	1.0339
0.4404	2.2308	928	1.0627	0.6055	1.0627	1.0309
0.4404	2.2356	930	1.0155	0.5088	1.0155	1.0077
0.4404	2.2404	932	1.0594	0.5310	1.0594	1.0293
0.4404	2.2452	934	1.1096	0.5839	1.1096	1.0534
0.4404	2.25	936	1.0294	0.6010	1.0294	1.0146
0.4404	2.2548	938	0.9480	0.6351	0.9480	0.9737
0.4404	2.2596	940	0.8481	0.5972	0.8481	0.9209
0.4404	2.2644	942	0.7548	0.625	0.7548	0.8688
0.4404	2.2692	944	0.7302	0.5933	0.7302	0.8545
0.4404	2.2740	946	0.7668	0.6	0.7668	0.8757
0.4404	2.2788	948	0.8767	0.6351	0.8767	0.9363
0.4404	2.2837	950	0.9780	0.6224	0.9780	0.9890
0.4404	2.2885	952	0.9740	0.6351	0.9740	0.9869
0.4404	2.2933	954	0.8770	0.5955	0.8770	0.9365
0.4404	2.2981	956	0.8538	0.5991	0.8538	0.9240
0.4404	2.3029	958	0.8239	0.5714	0.8239	0.9077
0.4404	2.3077	960	0.8150	0.5456	0.8150	0.9027
0.4404	2.3125	962	0.8525	0.5527	0.8525	0.9233
0.4404	2.3173	964	0.9523	0.5817	0.9523	0.9758
0.4404	2.3221	966	1.0378	0.6196	1.0378	1.0187
0.4404	2.3269	968	1.0823	0.6077	1.0823	1.0404
0.4404	2.3317	970	1.0459	0.5951	1.0459	1.0227
0.4404	2.3365	972	1.0589	0.5951	1.0589	1.0290
0.4404	2.3413	974	1.0591	0.5887	1.0591	1.0291
0.4404	2.3462	976	1.1579	0.5488	1.1579	1.0760
0.4404	2.3510	978	1.2250	0.472	1.2250	1.1068
0.4404	2.3558	980	1.1861	0.4987	1.1861	1.0891
0.4404	2.3606	982	1.1385	0.5488	1.1385	1.0670
0.4404	2.3654	984	1.1799	0.5215	1.1799	1.0862
0.4404	2.3702	986	1.1925	0.5424	1.1925	1.0920
0.4404	2.375	988	1.1650	0.5824	1.1650	1.0793
0.4404	2.3798	990	1.0194	0.6483	1.0194	1.0096
0.4404	2.3846	992	0.8414	0.6311	0.8414	0.9173
0.4404	2.3894	994	0.8395	0.6663	0.8395	0.9162
0.4404	2.3942	996	0.9327	0.6478	0.9327	0.9658
0.4404	2.3990	998	1.0596	0.625	1.0596	1.0293
0.1328	2.4038	1000	1.2228	0.5830	1.2228	1.1058
0.1328	2.4087	1002	1.2686	0.4846	1.2686	1.1263
0.1328	2.4135	1004	1.1648	0.5341	1.1648	1.0793
0.1328	2.4183	1006	1.0463	0.5403	1.0463	1.0229
0.1328	2.4231	1008	0.9599	0.6390	0.9599	0.9797
0.1328	2.4279	1010	0.9124	0.6390	0.9124	0.9552
0.1328	2.4327	1012	0.9392	0.6189	0.9392	0.9691
0.1328	2.4375	1014	0.9451	0.6240	0.9451	0.9722
0.1328	2.4423	1016	0.9369	0.6718	0.9369	0.9680
0.1328	2.4471	1018	0.9192	0.6538	0.9192	0.9588
0.1328	2.4519	1020	0.9302	0.6429	0.9302	0.9645
0.1328	2.4567	1022	0.9014	0.6718	0.9014	0.9494
0.1328	2.4615	1024	0.8927	0.6691	0.8927	0.9448
0.1328	2.4663	1026	0.8053	0.6014	0.8053	0.8974
0.1328	2.4712	1028	0.8073	0.6216	0.8073	0.8985
0.1328	2.4760	1030	0.9030	0.6597	0.9030	0.9502
0.1328	2.4808	1032	1.0468	0.5984	1.0468	1.0231
0.1328	2.4856	1034	1.0539	0.5618	1.0539	1.0266
0.1328	2.4904	1036	0.9253	0.625	0.9253	0.9619
0.1328	2.4952	1038	0.8063	0.5985	0.8063	0.8979
0.1328	2.5	1040	0.8102	0.5741	0.8102	0.9001
0.1328	2.5048	1042	0.8899	0.6216	0.8899	0.9434
0.1328	2.5096	1044	1.0616	0.5887	1.0616	1.0304
0.1328	2.5144	1046	1.1628	0.6002	1.1628	1.0783
0.1328	2.5192	1048	1.1166	0.5919	1.1166	1.0567
0.1328	2.5240	1050	0.9593	0.6461	0.9593	0.9794
0.1328	2.5288	1052	0.8524	0.6437	0.8524	0.9233
0.1328	2.5337	1054	0.7740	0.6135	0.7740	0.8798
0.1328	2.5385	1056	0.8056	0.6362	0.8056	0.8975
0.1328	2.5433	1058	0.8404	0.6322	0.8404	0.9167
0.1328	2.5481	1060	0.8688	0.652	0.8688	0.9321
0.1328	2.5529	1062	0.8936	0.652	0.8936	0.9453
0.1328	2.5577	1064	0.8252	0.5985	0.8252	0.9084
0.1328	2.5625	1066	0.7843	0.6135	0.7843	0.8856
0.1328	2.5673	1068	0.7883	0.6135	0.7883	0.8878
0.1328	2.5721	1070	0.8753	0.6316	0.8753	0.9356
0.1328	2.5769	1072	1.0248	0.6604	1.0248	1.0123
0.1328	2.5817	1074	1.0883	0.6013	1.0883	1.0432
0.1328	2.5865	1076	1.0410	0.6041	1.0410	1.0203
0.1328	2.5913	1078	0.9738	0.6604	0.9738	0.9868
0.1328	2.5962	1080	0.8888	0.5789	0.8888	0.9428
0.1328	2.6010	1082	0.8072	0.6135	0.8072	0.8984
0.1328	2.6058	1084	0.7951	0.6135	0.7951	0.8917
0.1328	2.6106	1086	0.8551	0.5985	0.8551	0.9247
0.1328	2.6154	1088	0.9583	0.6260	0.9583	0.9789
0.1328	2.6202	1090	1.1406	0.6045	1.1406	1.0680
0.1328	2.625	1092	1.2203	0.5804	1.2203	1.1047
0.1328	2.6298	1094	1.1821	0.5804	1.1821	1.0872
0.1328	2.6346	1096	1.1743	0.5522	1.1743	1.0837
0.1328	2.6394	1098	1.1604	0.5225	1.1604	1.0772
0.1328	2.6442	1100	1.0226	0.5826	1.0226	1.0112
0.1328	2.6490	1102	0.9784	0.5826	0.9784	0.9891
0.1328	2.6538	1104	0.9506	0.6070	0.9506	0.9750
0.1328	2.6587	1106	0.8722	0.6070	0.8722	0.9339
0.1328	2.6635	1108	0.8105	0.6437	0.8105	0.9003
0.1328	2.6683	1110	0.8641	0.6475	0.8641	0.9296
0.1328	2.6731	1112	0.9728	0.6467	0.9728	0.9863
0.1328	2.6779	1114	0.9614	0.6786	0.9614	0.9805
0.1328	2.6827	1116	0.8431	0.6993	0.8431	0.9182
0.1328	2.6875	1118	0.7139	0.6667	0.7139	0.8449
0.1328	2.6923	1120	0.7006	0.6478	0.7006	0.8370
0.1328	2.6971	1122	0.7704	0.675	0.7704	0.8777
0.1328	2.7019	1124	0.9270	0.6165	0.9270	0.9628
0.1328	2.7067	1126	1.0558	0.5951	1.0558	1.0275
0.1328	2.7115	1128	1.0085	0.5951	1.0085	1.0042
0.1328	2.7163	1130	0.8575	0.6301	0.8575	0.9260
0.1328	2.7212	1132	0.7665	0.6599	0.7665	0.8755
0.1328	2.7260	1134	0.7158	0.6384	0.7158	0.8460
0.1328	2.7308	1136	0.7215	0.6384	0.7215	0.8494
0.1328	2.7356	1138	0.7671	0.675	0.7671	0.8758
0.1328	2.7404	1140	0.8439	0.6574	0.8439	0.9186
0.1328	2.7452	1142	0.8655	0.6754	0.8655	0.9303
0.1328	2.75	1144	0.9098	0.6512	0.9098	0.9539
0.1328	2.7548	1146	0.9406	0.6512	0.9406	0.9699
0.1328	2.7596	1148	0.8696	0.6754	0.8696	0.9325
0.1328	2.7644	1150	0.7428	0.6548	0.7428	0.8618
0.1328	2.7692	1152	0.7119	0.6384	0.7119	0.8437
0.1328	2.7740	1154	0.7134	0.6176	0.7134	0.8447
0.1328	2.7788	1156	0.7919	0.6825	0.7919	0.8899
0.1328	2.7837	1158	0.8310	0.6846	0.8310	0.9116
0.1328	2.7885	1160	0.8792	0.6846	0.8792	0.9377
0.1328	2.7933	1162	0.8301	0.6846	0.8301	0.9111
0.1328	2.7981	1164	0.7465	0.6574	0.7465	0.8640
0.1328	2.8029	1166	0.7404	0.6585	0.7404	0.8604
0.1328	2.8077	1168	0.7232	0.6384	0.7232	0.8504
0.1328	2.8125	1170	0.7596	0.6804	0.7596	0.8716
0.1328	2.8173	1172	0.7876	0.675	0.7876	0.8875
0.1328	2.8221	1174	0.7723	0.675	0.7723	0.8788
0.1328	2.8269	1176	0.7870	0.675	0.7870	0.8871
0.1328	2.8317	1178	0.7873	0.675	0.7873	0.8873
0.1328	2.8365	1180	0.7679	0.675	0.7679	0.8763
0.1328	2.8413	1182	0.7465	0.6548	0.7465	0.8640
0.1328	2.8462	1184	0.7429	0.6548	0.7429	0.8619
0.1328	2.8510	1186	0.6973	0.6159	0.6973	0.8350
0.1328	2.8558	1188	0.7429	0.6384	0.7429	0.8619
0.1328	2.8606	1190	0.8414	0.6195	0.8414	0.9173
0.1328	2.8654	1192	0.8932	0.5798	0.8932	0.9451
0.1328	2.8702	1194	0.9422	0.5650	0.9422	0.9707
0.1328	2.875	1196	0.9286	0.5798	0.9286	0.9636
0.1328	2.8798	1198	0.9602	0.5798	0.9602	0.9799
0.1328	2.8846	1200	0.9850	0.5798	0.9850	0.9925
0.1328	2.8894	1202	0.9671	0.5946	0.9671	0.9834
0.1328	2.8942	1204	0.9585	0.5831	0.9585	0.9790
0.1328	2.8990	1206	0.9682	0.6679	0.9682	0.9840
0.1328	2.9038	1208	0.9803	0.6846	0.9803	0.9901
0.1328	2.9087	1210	1.0451	0.6554	1.0451	1.0223
0.1328	2.9135	1212	1.1251	0.6224	1.1251	1.0607
0.1328	2.9183	1214	1.0509	0.6214	1.0509	1.0251
0.1328	2.9231	1216	0.8921	0.6548	0.8921	0.9445
0.1328	2.9279	1218	0.7639	0.6337	0.7639	0.8740
0.1328	2.9327	1220	0.7301	0.6337	0.7301	0.8544
0.1328	2.9375	1222	0.7597	0.6337	0.7597	0.8716
0.1328	2.9423	1224	0.7561	0.6136	0.7561	0.8695
0.1328	2.9471	1226	0.7684	0.6429	0.7684	0.8766
0.1328	2.9519	1228	0.8116	0.6468	0.8116	0.9009
0.1328	2.9567	1230	0.9022	0.6327	0.9022	0.9499
0.1328	2.9615	1232	0.9101	0.6076	0.9101	0.9540
0.1328	2.9663	1234	0.9191	0.5798	0.9191	0.9587
0.1328	2.9712	1236	0.8733	0.5946	0.8733	0.9345
0.1328	2.9760	1238	0.8599	0.5946	0.8599	0.9273
0.1328	2.9808	1240	0.8933	0.5798	0.8933	0.9451
0.1328	2.9856	1242	1.0043	0.5940	1.0043	1.0022
0.1328	2.9904	1244	1.0428	0.6489	1.0428	1.0212
0.1328	2.9952	1246	0.9634	0.6348	0.9634	0.9816
0.1328	3.0	1248	0.8189	0.6239	0.8189	0.9049
0.1328	3.0048	1250	0.7259	0.6478	0.7259	0.8520
0.1328	3.0096	1252	0.7137	0.6358	0.7137	0.8448
0.1328	3.0144	1254	0.7572	0.6478	0.7572	0.8702
0.1328	3.0192	1256	0.9136	0.6732	0.9136	0.9558
0.1328	3.0240	1258	1.0242	0.5618	1.0242	1.0120
0.1328	3.0288	1260	0.9884	0.5755	0.9884	0.9942
0.1328	3.0337	1262	0.9057	0.6168	0.9057	0.9517
0.1328	3.0385	1264	0.8314	0.675	0.8314	0.9118
0.1328	3.0433	1266	0.7085	0.6358	0.7085	0.8417
0.1328	3.0481	1268	0.6665	0.6283	0.6665	0.8164
0.1328	3.0529	1270	0.6954	0.6358	0.6954	0.8339
0.1328	3.0577	1272	0.7852	0.6686	0.7852	0.8861
0.1328	3.0625	1274	0.8989	0.6410	0.8989	0.9481
0.1328	3.0673	1276	1.0611	0.6489	1.0611	1.0301
0.1328	3.0721	1278	1.1405	0.5747	1.1405	1.0679
0.1328	3.0769	1280	1.0813	0.6129	1.0813	1.0398
0.1328	3.0817	1282	0.9573	0.6461	0.9573	0.9784
0.1328	3.0865	1284	0.8711	0.6548	0.8711	0.9333
0.1328	3.0913	1286	0.7207	0.6358	0.7207	0.8489
0.1328	3.0962	1288	0.6134	0.6405	0.6134	0.7832
0.1328	3.1010	1290	0.5988	0.6691	0.5988	0.7738
0.1328	3.1058	1292	0.6454	0.6157	0.6454	0.8034
0.1328	3.1106	1294	0.7857	0.6860	0.7857	0.8864
0.1328	3.1154	1296	0.9499	0.6445	0.9499	0.9746
0.1328	3.1202	1298	0.9996	0.6335	0.9996	0.9998
0.1328	3.125	1300	0.9984	0.6308	0.9984	0.9992
0.1328	3.1298	1302	1.0028	0.6006	1.0028	1.0014
0.1328	3.1346	1304	1.0791	0.5446	1.0791	1.0388
0.1328	3.1394	1306	1.1265	0.4986	1.1265	1.0614
0.1328	3.1442	1308	1.2048	0.5093	1.2048	1.0976
0.1328	3.1490	1310	1.2150	0.5191	1.2150	1.1023
0.1328	3.1538	1312	1.1440	0.5594	1.1440	1.0696
0.1328	3.1587	1314	1.0118	0.6224	1.0118	1.0059
0.1328	3.1635	1316	0.9057	0.6185	0.9057	0.9517
0.1328	3.1683	1318	0.8059	0.5965	0.8059	0.8977
0.1328	3.1731	1320	0.7910	0.5965	0.7910	0.8894
0.1328	3.1779	1322	0.7988	0.5897	0.7988	0.8937
0.1328	3.1827	1324	0.8407	0.6076	0.8407	0.9169
0.1328	3.1875	1326	0.8363	0.5757	0.8363	0.9145
0.1328	3.1923	1328	0.8535	0.6173	0.8535	0.9239
0.1328	3.1971	1330	0.8704	0.6173	0.8704	0.9330
0.1328	3.2019	1332	0.8574	0.5946	0.8574	0.9260
0.1328	3.2067	1334	0.8219	0.5946	0.8219	0.9066
0.1328	3.2115	1336	0.8227	0.6410	0.8227	0.9070
0.1328	3.2163	1338	0.8793	0.6733	0.8793	0.9377
0.1328	3.2212	1340	0.9906	0.63	0.9906	0.9953
0.1328	3.2260	1342	1.0123	0.63	1.0123	1.0062
0.1328	3.2308	1344	0.9845	0.6313	0.9845	0.9922
0.1328	3.2356	1346	0.8946	0.6616	0.8946	0.9458
0.1328	3.2404	1348	0.8701	0.6616	0.8701	0.9328
0.1328	3.2452	1350	0.9444	0.6110	0.9444	0.9718
0.1328	3.25	1352	0.9616	0.5920	0.9616	0.9806
0.1328	3.2548	1354	0.9378	0.5984	0.9378	0.9684
0.1328	3.2596	1356	0.9291	0.6202	0.9291	0.9639
0.1328	3.2644	1358	0.9480	0.6269	0.9480	0.9736
0.1328	3.2692	1360	1.0155	0.6489	1.0155	1.0077
0.1328	3.2740	1362	1.0196	0.5984	1.0196	1.0098
0.1328	3.2788	1364	0.9506	0.5920	0.9506	0.9750
0.1328	3.2837	1366	0.8672	0.5885	0.8672	0.9313
0.1328	3.2885	1368	0.8561	0.5650	0.8561	0.9253
0.1328	3.2933	1370	0.8426	0.5946	0.8426	0.9179
0.1328	3.2981	1372	0.7885	0.6217	0.7885	0.8879
0.1328	3.3029	1374	0.7641	0.6022	0.7641	0.8741
0.1328	3.3077	1376	0.7944	0.6022	0.7944	0.8913
0.1328	3.3125	1378	0.8959	0.625	0.8959	0.9465
0.1328	3.3173	1380	0.9581	0.6130	0.9581	0.9788
0.1328	3.3221	1382	1.0482	0.6161	1.0482	1.0238
0.1328	3.3269	1384	1.1249	0.6161	1.1249	1.0606
0.1328	3.3317	1386	1.0989	0.5825	1.0989	1.0483
0.1328	3.3365	1388	1.0191	0.5448	1.0192	1.0095
0.1328	3.3413	1390	0.9738	0.5623	0.9738	0.9868
0.1328	3.3462	1392	0.9642	0.5702	0.9642	0.9819
0.1328	3.3510	1394	0.9272	0.6040	0.9272	0.9629
0.1328	3.3558	1396	0.9353	0.6040	0.9353	0.9671
0.1328	3.3606	1398	1.0376	0.6043	1.0376	1.0186
0.1328	3.3654	1400	1.0876	0.6354	1.0876	1.0429
0.1328	3.3702	1402	1.0361	0.6313	1.0361	1.0179
0.1328	3.375	1404	0.9472	0.5898	0.9472	0.9732
0.1328	3.3798	1406	0.8810	0.6190	0.8810	0.9386
0.1328	3.3846	1408	0.8884	0.6117	0.8884	0.9426
0.1328	3.3894	1410	0.9144	0.5831	0.9144	0.9562
0.1328	3.3942	1412	0.9604	0.6240	0.9604	0.9800
0.1328	3.3990	1414	0.9141	0.6173	0.9141	0.9561
0.1328	3.4038	1416	0.9077	0.5798	0.9077	0.9527
0.1328	3.4087	1418	0.8854	0.5798	0.8854	0.9410
0.1328	3.4135	1420	0.9002	0.5798	0.9002	0.9488
0.1328	3.4183	1422	0.9054	0.5798	0.9054	0.9515
0.1328	3.4231	1424	0.9099	0.5798	0.9099	0.9539
0.1328	3.4279	1426	0.9345	0.5616	0.9345	0.9667
0.1328	3.4327	1428	0.9497	0.6055	0.9497	0.9745
0.1328	3.4375	1430	0.9067	0.6209	0.9067	0.9522
0.1328	3.4423	1432	0.8404	0.6	0.8404	0.9167
0.1328	3.4471	1434	0.8875	0.5946	0.8875	0.9421
0.1328	3.4519	1436	0.9503	0.5840	0.9503	0.9749
0.1328	3.4567	1438	0.9724	0.6029	0.9724	0.9861
0.1328	3.4615	1440	0.9278	0.5798	0.9278	0.9632
0.1328	3.4663	1442	0.9253	0.5798	0.9253	0.9619
0.1328	3.4712	1444	0.9332	0.5798	0.9332	0.9660
0.1328	3.4760	1446	0.9451	0.5946	0.9451	0.9722
0.1328	3.4808	1448	1.0340	0.5304	1.0340	1.0169
0.1328	3.4856	1450	1.0812	0.5899	1.0812	1.0398
0.1328	3.4904	1452	1.0087	0.6287	1.0087	1.0043
0.1328	3.4952	1454	0.8725	0.5757	0.8725	0.9341
0.1328	3.5	1456	0.8044	0.6093	0.8044	0.8969
0.1328	3.5048	1458	0.7869	0.6093	0.7869	0.8871
0.1328	3.5096	1460	0.7973	0.6093	0.7973	0.8929
0.1328	3.5144	1462	0.8525	0.5946	0.8525	0.9233
0.1328	3.5192	1464	0.8552	0.5946	0.8552	0.9247
0.1328	3.5240	1466	0.9054	0.5681	0.9054	0.9515
0.1328	3.5288	1468	1.0004	0.6150	1.0004	1.0002
0.1328	3.5337	1470	1.0093	0.5861	1.0093	1.0046
0.1328	3.5385	1472	0.9320	0.5681	0.9320	0.9654
0.1328	3.5433	1474	0.8790	0.5681	0.8790	0.9376
0.1328	3.5481	1476	0.8682	0.5946	0.8682	0.9318
0.1328	3.5529	1478	0.9197	0.5921	0.9197	0.9590
0.1328	3.5577	1480	1.0269	0.5678	1.0269	1.0134
0.1328	3.5625	1482	1.0976	0.55	1.0976	1.0477
0.1328	3.5673	1484	1.0818	0.5839	1.0818	1.0401
0.1328	3.5721	1486	0.9774	0.5861	0.9774	0.9887
0.1328	3.5769	1488	0.8323	0.5681	0.8323	0.9123
0.1328	3.5817	1490	0.7672	0.6135	0.7672	0.8759
0.1328	3.5865	1492	0.7520	0.6135	0.7520	0.8672
0.1328	3.5913	1494	0.8028	0.5965	0.8028	0.8960
0.1328	3.5962	1496	0.8325	0.6450	0.8325	0.9124
0.1328	3.6010	1498	0.8953	0.6547	0.8953	0.9462
0.0901	3.6058	1500	0.8808	0.6547	0.8808	0.9385
0.0901	3.6106	1502	0.8131	0.6170	0.8131	0.9017
0.0901	3.6154	1504	0.7638	0.6093	0.7638	0.8740
0.0901	3.6202	1506	0.7518	0.6135	0.7518	0.8671
0.0901	3.625	1508	0.8056	0.5681	0.8056	0.8975
0.0901	3.6298	1510	0.9075	0.5681	0.9075	0.9526
0.0901	3.6346	1512	1.0178	0.5244	1.0178	1.0089
0.0901	3.6394	1514	1.0428	0.4864	1.0428	1.0212
0.0901	3.6442	1516	1.0029	0.5299	1.0029	1.0015
0.0901	3.6490	1518	1.0404	0.5244	1.0404	1.0200
0.0901	3.6538	1520	1.0294	0.5570	1.0294	1.0146
0.0901	3.6587	1522	0.9505	0.5673	0.9505	0.9750
0.0901	3.6635	1524	0.8973	0.5808	0.8973	0.9473
0.0901	3.6683	1526	0.8590	0.5726	0.8590	0.9268
0.0901	3.6731	1528	0.8752	0.5943	0.8752	0.9355
0.0901	3.6779	1530	0.9395	0.6308	0.9395	0.9693
0.0901	3.6827	1532	0.9215	0.6633	0.9215	0.9600
0.0901	3.6875	1534	0.8440	0.6170	0.8440	0.9187
0.0901	3.6923	1536	0.7580	0.6337	0.7580	0.8707
0.0901	3.6971	1538	0.7187	0.6384	0.7187	0.8478
0.0901	3.7019	1540	0.7386	0.6135	0.7386	0.8594
0.0901	3.7067	1542	0.8219	0.6316	0.8219	0.9066
0.0901	3.7115	1544	0.9730	0.6019	0.9730	0.9864
0.0901	3.7163	1546	1.1003	0.6092	1.1003	1.0489
0.0901	3.7212	1548	1.1124	0.6143	1.1124	1.0547
0.0901	3.7260	1550	1.0293	0.6183	1.0293	1.0146
0.0901	3.7308	1552	0.9386	0.6240	0.9386	0.9688
0.0901	3.7356	1554	0.8436	0.6529	0.8436	0.9185
0.0901	3.7404	1556	0.7735	0.6316	0.7735	0.8795
0.0901	3.7452	1558	0.7761	0.6316	0.7761	0.8810
0.0901	3.75	1560	0.7680	0.6548	0.7680	0.8764
0.0901	3.7548	1562	0.7948	0.6367	0.7948	0.8915
0.0901	3.7596	1564	0.7802	0.6574	0.7802	0.8833
0.0901	3.7644	1566	0.7450	0.6386	0.7450	0.8631
0.0901	3.7692	1568	0.7657	0.6386	0.7657	0.8750
0.0901	3.7740	1570	0.8123	0.6574	0.8123	0.9013
0.0901	3.7788	1572	0.8107	0.6529	0.8107	0.9004
0.0901	3.7837	1574	0.7938	0.6529	0.7938	0.8909
0.0901	3.7885	1576	0.8210	0.6529	0.8210	0.9061
0.0901	3.7933	1578	0.8360	0.6529	0.8360	0.9143
0.0901	3.7981	1580	0.8334	0.6529	0.8334	0.9129
0.0901	3.8029	1582	0.8138	0.6634	0.8138	0.9021
0.0901	3.8077	1584	0.7845	0.6634	0.7845	0.8857
0.0901	3.8125	1586	0.7890	0.6634	0.7890	0.8883
0.0901	3.8173	1588	0.7543	0.6431	0.7543	0.8685
0.0901	3.8221	1590	0.7199	0.6431	0.7199	0.8485
0.0901	3.8269	1592	0.7307	0.6431	0.7307	0.8548
0.0901	3.8317	1594	0.7604	0.6634	0.7604	0.8720
0.0901	3.8365	1596	0.7625	0.6634	0.7625	0.8732
0.0901	3.8413	1598	0.8011	0.6634	0.8011	0.8951
0.0901	3.8462	1600	0.8168	0.6634	0.8168	0.9038
0.0901	3.8510	1602	0.8119	0.6634	0.8119	0.9010
0.0901	3.8558	1604	0.8333	0.6634	0.8333	0.9129
0.0901	3.8606	1606	0.8540	0.6634	0.8540	0.9241
0.0901	3.8654	1608	0.9272	0.6300	0.9272	0.9629
0.0901	3.8702	1610	0.9120	0.6468	0.9120	0.9550
0.0901	3.875	1612	0.8307	0.6634	0.8307	0.9114
0.0901	3.8798	1614	0.7721	0.6634	0.7721	0.8787
0.0901	3.8846	1616	0.7389	0.6768	0.7389	0.8596
0.0901	3.8894	1618	0.7542	0.6634	0.7542	0.8685
0.0901	3.8942	1620	0.8289	0.6468	0.8289	0.9104
0.0901	3.8990	1622	0.9542	0.6461	0.9542	0.9769
0.0901	3.9038	1624	0.9863	0.6445	0.9863	0.9931
0.0901	3.9087	1626	0.9698	0.6554	0.9698	0.9848
0.0901	3.9135	1628	0.9286	0.6574	0.9286	0.9636
0.0901	3.9183	1630	0.9327	0.6574	0.9327	0.9657
0.0901	3.9231	1632	0.8866	0.6538	0.8866	0.9416
0.0901	3.9279	1634	0.8436	0.6548	0.8436	0.9185
0.0901	3.9327	1636	0.8267	0.6217	0.8267	0.9092
0.0901	3.9375	1638	0.8205	0.6022	0.8205	0.9058
0.0901	3.9423	1640	0.8867	0.6574	0.8867	0.9417
0.0901	3.9471	1642	0.9396	0.6574	0.9396	0.9693
0.0901	3.9519	1644	0.9347	0.6574	0.9347	0.9668
0.0901	3.9567	1646	0.8980	0.6574	0.8980	0.9476
0.0901	3.9615	1648	0.8806	0.6341	0.8806	0.9384
0.0901	3.9663	1650	0.8279	0.6136	0.8279	0.9099
0.0901	3.9712	1652	0.7728	0.6337	0.7728	0.8791
0.0901	3.9760	1654	0.7636	0.6337	0.7636	0.8739
0.0901	3.9808	1656	0.7952	0.6337	0.7952	0.8918
0.0901	3.9856	1658	0.8663	0.6619	0.8663	0.9308
0.0901	3.9904	1660	0.9017	0.6650	0.9017	0.9496
0.0901	3.9952	1662	0.8602	0.6341	0.8602	0.9275
0.0901	4.0	1664	0.7805	0.6384	0.7805	0.8834
0.0901	4.0048	1666	0.7399	0.6384	0.7399	0.8602
0.0901	4.0096	1668	0.7162	0.6384	0.7162	0.8463
0.0901	4.0144	1670	0.7524	0.6384	0.7524	0.8674
0.0901	4.0192	1672	0.7836	0.6341	0.7836	0.8852
0.0901	4.0240	1674	0.8513	0.6825	0.8513	0.9227
0.0901	4.0288	1676	0.8733	0.6846	0.8733	0.9345
0.0901	4.0337	1678	0.8809	0.6846	0.8809	0.9385
0.0901	4.0385	1680	0.9007	0.6606	0.9007	0.9491
0.0901	4.0433	1682	0.8622	0.6538	0.8622	0.9285
0.0901	4.0481	1684	0.7782	0.675	0.7782	0.8822
0.0901	4.0529	1686	0.7510	0.6431	0.7510	0.8666
0.0901	4.0577	1688	0.7547	0.6634	0.7547	0.8687
0.0901	4.0625	1690	0.7736	0.6634	0.7736	0.8795
0.0901	4.0673	1692	0.8287	0.675	0.8287	0.9103
0.0901	4.0721	1694	0.8824	0.6538	0.8824	0.9394
0.0901	4.0769	1696	0.8838	0.6538	0.8838	0.9401
0.0901	4.0817	1698	0.8207	0.6538	0.8207	0.9059
0.0901	4.0865	1700	0.8022	0.6341	0.8022	0.8957
0.0901	4.0913	1702	0.8088	0.6337	0.8088	0.8993
0.0901	4.0962	1704	0.8408	0.6529	0.8408	0.9170
0.0901	4.1010	1706	0.9321	0.6189	0.9321	0.9654
0.0901	4.1058	1708	1.0066	0.6189	1.0066	1.0033
0.0901	4.1106	1710	1.0497	0.5537	1.0497	1.0245
0.0901	4.1154	1712	1.0813	0.5283	1.0813	1.0398
0.0901	4.1202	1714	1.0500	0.5850	1.0500	1.0247
0.0901	4.125	1716	1.0262	0.5991	1.0262	1.0130
0.0901	4.1298	1718	1.0279	0.5991	1.0279	1.0139
0.0901	4.1346	1720	0.9792	0.6390	0.9792	0.9895
0.0901	4.1394	1722	0.9806	0.6390	0.9806	0.9903
0.0901	4.1442	1724	0.9474	0.6390	0.9474	0.9733
0.0901	4.1490	1726	0.9066	0.5946	0.9066	0.9522
0.0901	4.1538	1728	0.9147	0.5946	0.9147	0.9564
0.0901	4.1587	1730	0.9556	0.6189	0.9556	0.9775
0.0901	4.1635	1732	1.0438	0.6547	1.0438	1.0217
0.0901	4.1683	1734	1.0873	0.6547	1.0873	1.0427
0.0901	4.1731	1736	1.0546	0.6547	1.0546	1.0269
0.0901	4.1779	1738	1.0114	0.6547	1.0114	1.0057
0.0901	4.1827	1740	1.0013	0.6077	1.0013	1.0006
0.0901	4.1875	1742	1.0707	0.5720	1.0707	1.0348
0.0901	4.1923	1744	1.1323	0.5378	1.1323	1.0641
0.0901	4.1971	1746	1.2477	0.4740	1.2477	1.1170
0.0901	4.2019	1748	1.3492	0.4375	1.3492	1.1615
0.0901	4.2067	1750	1.3820	0.4492	1.3820	1.1756
0.0901	4.2115	1752	1.3252	0.4159	1.3252	1.1512
0.0901	4.2163	1754	1.2056	0.5317	1.2056	1.0980
0.0901	4.2212	1756	1.0490	0.5350	1.0490	1.0242
0.0901	4.2260	1758	0.9411	0.5248	0.9411	0.9701
0.0901	4.2308	1760	0.8884	0.5870	0.8884	0.9425
0.0901	4.2356	1762	0.9129	0.5645	0.9129	0.9555
0.0901	4.2404	1764	0.9822	0.5720	0.9822	0.9910
0.0901	4.2452	1766	1.0328	0.6010	1.0328	1.0162
0.0901	4.25	1768	1.0844	0.5638	1.0844	1.0414
0.0901	4.2548	1770	1.0626	0.5720	1.0626	1.0308
0.0901	4.2596	1772	1.0970	0.5720	1.0970	1.0474
0.0901	4.2644	1774	1.0790	0.5593	1.0790	1.0387
0.0901	4.2692	1776	1.0273	0.55	1.0273	1.0135
0.0901	4.2740	1778	0.9921	0.5248	0.9921	0.9961
0.0901	4.2788	1780	0.9722	0.5248	0.9722	0.9860
0.0901	4.2837	1782	1.0127	0.5093	1.0127	1.0063
0.0901	4.2885	1784	1.0900	0.4941	1.0900	1.0440
0.0901	4.2933	1786	1.1753	0.5	1.1753	1.0841
0.0901	4.2981	1788	1.2248	0.4740	1.2248	1.1067
0.0901	4.3029	1790	1.2037	0.4740	1.2037	1.0971
0.0901	4.3077	1792	1.0996	0.4792	1.0996	1.0486
0.0901	4.3125	1794	1.0102	0.5088	1.0102	1.0051
0.0901	4.3173	1796	0.9989	0.5088	0.9989	0.9994
0.0901	4.3221	1798	1.0215	0.5088	1.0215	1.0107
0.0901	4.3269	1800	0.9912	0.55	0.9912	0.9956
0.0901	4.3317	1802	0.9935	0.5733	0.9935	0.9968
0.0901	4.3365	1804	1.0353	0.5817	1.0353	1.0175
0.0901	4.3413	1806	1.0069	0.5955	1.0069	1.0034
0.0901	4.3462	1808	0.9499	0.5921	0.9499	0.9746
0.0901	4.3510	1810	0.8610	0.5714	0.8610	0.9279
0.0901	4.3558	1812	0.7905	0.5714	0.7905	0.8891
0.0901	4.3606	1814	0.7859	0.5714	0.7859	0.8865
0.0901	4.3654	1816	0.8273	0.5714	0.8273	0.9095
0.0901	4.3702	1818	0.9029	0.5921	0.9029	0.9502
0.0901	4.375	1820	0.9183	0.5921	0.9183	0.9583
0.0901	4.3798	1822	0.9506	0.5733	0.9506	0.9750
0.0901	4.3846	1824	0.9507	0.5733	0.9507	0.9750
0.0901	4.3894	1826	0.9846	0.5733	0.9846	0.9923
0.0901	4.3942	1828	0.9498	0.55	0.9498	0.9746
0.0901	4.3990	1830	0.9467	0.55	0.9467	0.9730
0.0901	4.4038	1832	0.9432	0.5757	0.9432	0.9712
0.0901	4.4087	1834	0.8837	0.5789	0.8837	0.9401
0.0901	4.4135	1836	0.8481	0.5985	0.8481	0.9209
0.0901	4.4183	1838	0.8433	0.5985	0.8433	0.9183
0.0901	4.4231	1840	0.8864	0.5985	0.8864	0.9415
0.0901	4.4279	1842	0.9643	0.55	0.9643	0.9820
0.0901	4.4327	1844	1.0560	0.5817	1.0560	1.0276
0.0901	4.4375	1846	1.1284	0.5671	1.1284	1.0623
0.0901	4.4423	1848	1.1181	0.5104	1.1181	1.0574
0.0901	4.4471	1850	1.1173	0.5104	1.1173	1.0570
0.0901	4.4519	1852	1.0642	0.5043	1.0642	1.0316
0.0901	4.4567	1854	1.0184	0.5188	1.0184	1.0092
0.0901	4.4615	1856	0.9856	0.5354	0.9856	0.9928
0.0901	4.4663	1858	0.9545	0.5527	0.9545	0.9770
0.0901	4.4712	1860	0.8996	0.5527	0.8996	0.9485
0.0901	4.4760	1862	0.8514	0.5527	0.8514	0.9227
0.0901	4.4808	1864	0.8453	0.5676	0.8453	0.9194
0.0901	4.4856	1866	0.8528	0.5676	0.8528	0.9235
0.0901	4.4904	1868	0.9337	0.5840	0.9337	0.9663
0.0901	4.4952	1870	1.0661	0.6530	1.0661	1.0325
0.0901	4.5	1872	1.0850	0.6146	1.0850	1.0416
0.0901	4.5048	1874	1.0344	0.5955	1.0344	1.0171
0.0901	4.5096	1876	0.9686	0.5921	0.9686	0.9842
0.0901	4.5144	1878	0.9618	0.5960	0.9618	0.9807
0.0901	4.5192	1880	0.9573	0.5960	0.9573	0.9784
0.0901	4.5240	1882	0.8716	0.5870	0.8716	0.9336
0.0901	4.5288	1884	0.7996	0.5870	0.7996	0.8942
0.0901	4.5337	1886	0.8029	0.5676	0.8029	0.8961
0.0901	4.5385	1888	0.8598	0.5831	0.8598	0.9272
0.0901	4.5433	1890	0.9264	0.6287	0.9264	0.9625
0.0901	4.5481	1892	1.0139	0.6351	1.0139	1.0069
0.0901	4.5529	1894	1.0519	0.6196	1.0519	1.0256
0.0901	4.5577	1896	0.9984	0.6168	0.9984	0.9992
0.0901	4.5625	1898	0.9138	0.6150	0.9138	0.9559
0.0901	4.5673	1900	0.8624	0.5833	0.8624	0.9287
0.0901	4.5721	1902	0.7916	0.6135	0.7916	0.8897
0.0901	4.5769	1904	0.7855	0.6135	0.7855	0.8863
0.0901	4.5817	1906	0.8188	0.6093	0.8188	0.9049
0.0901	4.5865	1908	0.9023	0.5681	0.9023	0.9499
0.0901	4.5913	1910	0.9734	0.5817	0.9734	0.9866
0.0901	4.5962	1912	0.9918	0.6033	0.9918	0.9959
0.0901	4.6010	1914	1.0021	0.6033	1.0021	1.0010
0.0901	4.6058	1916	0.9421	0.5978	0.9422	0.9706
0.0901	4.6106	1918	0.8429	0.6093	0.8429	0.9181
0.0901	4.6154	1920	0.7986	0.6135	0.7986	0.8936
0.0901	4.6202	1922	0.7842	0.6135	0.7842	0.8856
0.0901	4.625	1924	0.8180	0.5897	0.8180	0.9045
0.0901	4.6298	1926	0.9166	0.6287	0.9166	0.9574
0.0901	4.6346	1928	0.9778	0.6718	0.9778	0.9889
0.0901	4.6394	1930	0.9627	0.6547	0.9627	0.9812
0.0901	4.6442	1932	0.8928	0.6409	0.8928	0.9449
0.0901	4.6490	1934	0.7924	0.5933	0.7924	0.8902
0.0901	4.6538	1936	0.7245	0.6135	0.7245	0.8512
0.0901	4.6587	1938	0.7103	0.6135	0.7103	0.8428
0.0901	4.6635	1940	0.7326	0.6135	0.7326	0.8559
0.0901	4.6683	1942	0.7906	0.6135	0.7906	0.8891
0.0901	4.6731	1944	0.8458	0.6362	0.8458	0.9197
0.0901	4.6779	1946	0.8641	0.6316	0.8641	0.9295
0.0901	4.6827	1948	0.8498	0.6135	0.8498	0.9218
0.0901	4.6875	1950	0.8264	0.6135	0.8264	0.9091
0.0901	4.6923	1952	0.8087	0.6135	0.8087	0.8993
0.0901	4.6971	1954	0.7682	0.6135	0.7682	0.8765
0.0901	4.7019	1956	0.7509	0.6135	0.7509	0.8665
0.0901	4.7067	1958	0.7508	0.6135	0.7508	0.8665
0.0901	4.7115	1960	0.8051	0.5897	0.8051	0.8973
0.0901	4.7163	1962	0.8855	0.6170	0.8855	0.9410
0.0901	4.7212	1964	0.9410	0.6221	0.9410	0.9701
0.0901	4.7260	1966	0.9853	0.6409	0.9853	0.9926
0.0901	4.7308	1968	0.9874	0.6240	0.9874	0.9937
0.0901	4.7356	1970	0.9281	0.6316	0.9281	0.9634
0.0901	4.7404	1972	0.8780	0.6093	0.8780	0.9370
0.0901	4.7452	1974	0.8435	0.6093	0.8435	0.9184
0.0901	4.75	1976	0.8253	0.6093	0.8253	0.9085
0.0901	4.7548	1978	0.8538	0.5946	0.8538	0.9240
0.0901	4.7596	1980	0.9164	0.5955	0.9164	0.9573
0.0901	4.7644	1982	0.9844	0.5537	0.9844	0.9921
0.0901	4.7692	1984	1.0546	0.5465	1.0546	1.0270
0.0901	4.7740	1986	1.0867	0.5546	1.0867	1.0425
0.0901	4.7788	1988	1.0238	0.5593	1.0238	1.0118
0.0901	4.7837	1990	0.9324	0.6040	0.9324	0.9656
0.0901	4.7885	1992	0.8485	0.6170	0.8485	0.9211
0.0901	4.7933	1994	0.8111	0.6170	0.8111	0.9006
0.0901	4.7981	1996	0.8055	0.6170	0.8055	0.8975
0.0901	4.8029	1998	0.8310	0.6170	0.8310	0.9116
0.0735	4.8077	2000	0.8579	0.6367	0.8579	0.9262
0.0735	4.8125	2002	0.8458	0.6170	0.8458	0.9197
0.0735	4.8173	2004	0.8644	0.6170	0.8644	0.9297
0.0735	4.8221	2006	0.8462	0.6365	0.8462	0.9199
0.0735	4.8269	2008	0.8344	0.6316	0.8344	0.9135
0.0735	4.8317	2010	0.8362	0.6093	0.8362	0.9144
0.0735	4.8365	2012	0.8986	0.6316	0.8986	0.9480
0.0735	4.8413	2014	0.9874	0.5593	0.9874	0.9937
0.0735	4.8462	2016	1.0190	0.5826	1.0190	1.0095
0.0735	4.8510	2018	0.9678	0.5350	0.9678	0.9838
0.0735	4.8558	2020	0.9418	0.5921	0.9418	0.9704
0.0735	4.8606	2022	0.9503	0.6173	0.9503	0.9748
0.0735	4.8654	2024	0.9384	0.6316	0.9384	0.9687
0.0735	4.8702	2026	0.9629	0.6529	0.9629	0.9813
0.0735	4.875	2028	0.9905	0.6150	0.9905	0.9952
0.0735	4.8798	2030	0.9958	0.6150	0.9958	0.9979
0.0735	4.8846	2032	1.0531	0.5968	1.0531	1.0262
0.0735	4.8894	2034	1.0906	0.5826	1.0906	1.0443
0.0735	4.8942	2036	1.0348	0.5968	1.0348	1.0172
0.0735	4.8990	2038	0.9473	0.6732	0.9473	0.9733
0.0735	4.9038	2040	0.8690	0.6316	0.8690	0.9322
0.0735	4.9087	2042	0.7950	0.6093	0.7950	0.8917
0.0735	4.9135	2044	0.7501	0.6093	0.7501	0.8661
0.0735	4.9183	2046	0.7409	0.6093	0.7409	0.8608
0.0735	4.9231	2048	0.7556	0.6093	0.7556	0.8693
0.0735	4.9279	2050	0.7807	0.6093	0.7807	0.8835
0.0735	4.9327	2052	0.8111	0.6093	0.8111	0.9006
0.0735	4.9375	2054	0.8924	0.6069	0.8924	0.9447
0.0735	4.9423	2056	0.9663	0.5817	0.9663	0.9830
0.0735	4.9471	2058	1.0571	0.5512	1.0571	1.0281
0.0735	4.9519	2060	1.0664	0.5422	1.0664	1.0327
0.0735	4.9567	2062	1.0406	0.4924	1.0406	1.0201
0.0735	4.9615	2064	1.0346	0.4498	1.0346	1.0172
0.0735	4.9663	2066	0.9911	0.4656	0.9911	0.9955
0.0735	4.9712	2068	0.9523	0.4813	0.9523	0.9759
0.0735	4.9760	2070	0.9020	0.5681	0.9020	0.9497
0.0735	4.9808	2072	0.8393	0.5617	0.8393	0.9161
0.0735	4.9856	2074	0.8043	0.5617	0.8043	0.8968
0.0735	4.9904	2076	0.8128	0.5833	0.8128	0.9015
0.0735	4.9952	2078	0.8793	0.6229	0.8793	0.9377
0.0735	5.0	2080	0.9342	0.6287	0.9342	0.9665
0.0735	5.0048	2082	0.9245	0.6287	0.9245	0.9615
0.0735	5.0096	2084	0.8773	0.6097	0.8773	0.9366
0.0735	5.0144	2086	0.8257	0.5833	0.8257	0.9087
0.0735	5.0192	2088	0.7747	0.5833	0.7747	0.8801
0.0735	5.0240	2090	0.7883	0.5833	0.7883	0.8879
0.0735	5.0288	2092	0.8522	0.5833	0.8522	0.9232
0.0735	5.0337	2094	0.9425	0.6509	0.9425	0.9708
0.0735	5.0385	2096	0.9680	0.6509	0.9680	0.9839
0.0735	5.0433	2098	0.9210	0.6069	0.9210	0.9597
0.0735	5.0481	2100	0.8673	0.5833	0.8673	0.9313
0.0735	5.0529	2102	0.8179	0.5833	0.8179	0.9044
0.0735	5.0577	2104	0.7896	0.5833	0.7896	0.8886
0.0735	5.0625	2106	0.7598	0.5833	0.7598	0.8717
0.0735	5.0673	2108	0.7640	0.5870	0.7640	0.8740
0.0735	5.0721	2110	0.7904	0.5833	0.7904	0.8890
0.0735	5.0769	2112	0.8261	0.5833	0.8261	0.9089
0.0735	5.0817	2114	0.8597	0.5833	0.8597	0.9272
0.0735	5.0865	2116	0.8801	0.6069	0.8801	0.9381
0.0735	5.0913	2118	0.8814	0.6069	0.8814	0.9388
0.0735	5.0962	2120	0.8479	0.5833	0.8479	0.9208
0.0735	5.1010	2122	0.8481	0.5833	0.8481	0.9209
0.0735	5.1058	2124	0.8734	0.5833	0.8734	0.9346
0.0735	5.1106	2126	0.9532	0.5921	0.9532	0.9763
0.0735	5.1154	2128	0.9994	0.5645	0.9994	0.9997
0.0735	5.1202	2130	0.9965	0.5645	0.9965	0.9983
0.0735	5.125	2132	1.0175	0.5645	1.0175	1.0087
0.0735	5.1298	2134	1.0646	0.5545	1.0646	1.0318
0.0735	5.1346	2136	1.0609	0.5545	1.0609	1.0300
0.0735	5.1394	2138	1.0235	0.5041	1.0235	1.0117
0.0735	5.1442	2140	1.0066	0.5188	1.0066	1.0033
0.0735	5.1490	2142	0.9841	0.5921	0.9841	0.9920
0.0735	5.1538	2144	1.0130	0.5808	1.0130	1.0065
0.0735	5.1587	2146	1.0891	0.5357	1.0891	1.0436
0.0735	5.1635	2148	1.1317	0.5597	1.1317	1.0638
0.0735	5.1683	2150	1.0954	0.5225	1.0954	1.0466
0.0735	5.1731	2152	1.0572	0.5277	1.0573	1.0282
0.0735	5.1779	2154	0.9758	0.4924	0.9758	0.9878
0.0735	5.1827	2156	0.9260	0.5681	0.9260	0.9623
0.0735	5.1875	2158	0.9089	0.5681	0.9089	0.9534
0.0735	5.1923	2160	0.9310	0.5921	0.9310	0.9649
0.0735	5.1971	2162	0.9782	0.5773	0.9782	0.9891
0.0735	5.2019	2164	0.9872	0.5773	0.9872	0.9936
0.0735	5.2067	2166	1.0176	0.6232	1.0176	1.0088
0.0735	5.2115	2168	1.0005	0.6718	1.0005	1.0002
0.0735	5.2163	2170	0.9283	0.6229	0.9283	0.9635
0.0735	5.2212	2172	0.8638	0.6548	0.8638	0.9294
0.0735	5.2260	2174	0.8611	0.6410	0.8611	0.9279
0.0735	5.2308	2176	0.8365	0.6384	0.8365	0.9146
0.0735	5.2356	2178	0.8169	0.6384	0.8169	0.9038
0.0735	5.2404	2180	0.8098	0.6384	0.8098	0.8999
0.0735	5.2452	2182	0.8242	0.6239	0.8242	0.9078
0.0735	5.25	2184	0.8565	0.6410	0.8565	0.9255
0.0735	5.2548	2186	0.8638	0.6410	0.8638	0.9294
0.0735	5.2596	2188	0.8890	0.6410	0.8890	0.9429
0.0735	5.2644	2190	0.8652	0.6410	0.8652	0.9301
0.0735	5.2692	2192	0.8371	0.6410	0.8371	0.9149
0.0735	5.2740	2194	0.8298	0.6410	0.8298	0.9109
0.0735	5.2788	2196	0.8374	0.6410	0.8374	0.9151
0.0735	5.2837	2198	0.8654	0.6410	0.8654	0.9302
0.0735	5.2885	2200	0.8694	0.6410	0.8694	0.9324
0.0735	5.2933	2202	0.8478	0.6410	0.8478	0.9207
0.0735	5.2981	2204	0.8264	0.6548	0.8264	0.9091
0.0735	5.3029	2206	0.8248	0.6548	0.8248	0.9082
0.0735	5.3077	2208	0.8435	0.6548	0.8435	0.9184
0.0735	5.3125	2210	0.9193	0.652	0.9193	0.9588
0.0735	5.3173	2212	0.9510	0.6475	0.9510	0.9752
0.0735	5.3221	2214	0.9366	0.652	0.9366	0.9678
0.0735	5.3269	2216	0.8936	0.6616	0.8936	0.9453
0.0735	5.3317	2218	0.8351	0.6884	0.8351	0.9138
0.0735	5.3365	2220	0.8174	0.6686	0.8174	0.9041
0.0735	5.3413	2222	0.7766	0.6568	0.7766	0.8813
0.0735	5.3462	2224	0.7266	0.6568	0.7266	0.8524
0.0735	5.3510	2226	0.7265	0.6568	0.7265	0.8524
0.0735	5.3558	2228	0.7731	0.6686	0.7731	0.8793
0.0735	5.3606	2230	0.8385	0.6548	0.8385	0.9157
0.0735	5.3654	2232	0.8757	0.6410	0.8757	0.9358
0.0735	5.3702	2234	0.8627	0.6410	0.8627	0.9288
0.0735	5.375	2236	0.8540	0.6410	0.8540	0.9241
0.0735	5.3798	2238	0.8779	0.6410	0.8779	0.9370
0.0735	5.3846	2240	0.9264	0.6410	0.9264	0.9625
0.0735	5.3894	2242	0.9034	0.6410	0.9034	0.9505
0.0735	5.3942	2244	0.8699	0.6410	0.8699	0.9327
0.0735	5.3990	2246	0.8586	0.6410	0.8586	0.9266
0.0735	5.4038	2248	0.8694	0.6410	0.8694	0.9324
0.0735	5.4087	2250	0.8539	0.6410	0.8539	0.9241
0.0735	5.4135	2252	0.7852	0.6686	0.7852	0.8861
0.0735	5.4183	2254	0.6767	0.6405	0.6767	0.8226
0.0735	5.4231	2256	0.6185	0.6549	0.6185	0.7865
0.0735	5.4279	2258	0.6032	0.6549	0.6032	0.7767
0.0735	5.4327	2260	0.6178	0.6405	0.6178	0.7860
0.0735	5.4375	2262	0.6686	0.6405	0.6686	0.8177
0.0735	5.4423	2264	0.7392	0.6528	0.7392	0.8598
0.0735	5.4471	2266	0.8106	0.6548	0.8106	0.9004
0.0735	5.4519	2268	0.8618	0.6410	0.8618	0.9283
0.0735	5.4567	2270	0.8930	0.6410	0.8930	0.9450
0.0735	5.4615	2272	0.8730	0.6410	0.8730	0.9343
0.0735	5.4663	2274	0.8788	0.6410	0.8788	0.9374
0.0735	5.4712	2276	0.8599	0.6410	0.8599	0.9273
0.0735	5.4760	2278	0.8318	0.6458	0.8318	0.9120
0.0735	5.4808	2280	0.7844	0.6384	0.7844	0.8857
0.0735	5.4856	2282	0.7894	0.6384	0.7894	0.8885
0.0735	5.4904	2284	0.8264	0.6599	0.8264	0.9090
0.0735	5.4952	2286	0.8756	0.6410	0.8756	0.9357
0.0735	5.5	2288	0.8730	0.6410	0.8730	0.9343
0.0735	5.5048	2290	0.8340	0.6599	0.8340	0.9132
0.0735	5.5096	2292	0.7918	0.6599	0.7918	0.8899
0.0735	5.5144	2294	0.7779	0.6599	0.7779	0.8820
0.0735	5.5192	2296	0.8076	0.6599	0.8076	0.8987
0.0735	5.5240	2298	0.8724	0.6014	0.8724	0.9340
0.0735	5.5288	2300	0.9146	0.5616	0.9146	0.9564
0.0735	5.5337	2302	0.9007	0.6014	0.9007	0.9491
0.0735	5.5385	2304	0.8645	0.6410	0.8645	0.9298
0.0735	5.5433	2306	0.8280	0.6458	0.8280	0.9100
0.0735	5.5481	2308	0.8228	0.6458	0.8228	0.9071
0.0735	5.5529	2310	0.8568	0.6458	0.8568	0.9256
0.0735	5.5577	2312	0.8837	0.6410	0.8837	0.9401
0.0735	5.5625	2314	0.9506	0.6229	0.9506	0.9750
0.0735	5.5673	2316	0.9666	0.5840	0.9666	0.9832
0.0735	5.5721	2318	0.9501	0.6229	0.9501	0.9747
0.0735	5.5769	2320	0.8898	0.6410	0.8898	0.9433
0.0735	5.5817	2322	0.8079	0.6239	0.8079	0.8988
0.0735	5.5865	2324	0.7801	0.6384	0.7801	0.8832
0.0735	5.5913	2326	0.7566	0.6384	0.7566	0.8698
0.0735	5.5962	2328	0.7793	0.6384	0.7793	0.8828
0.0735	5.6010	2330	0.8388	0.6239	0.8388	0.9159
0.0735	5.6058	2332	0.9278	0.5789	0.9278	0.9632
0.0735	5.6106	2334	1.0090	0.4928	1.0090	1.0045
0.0735	5.6154	2336	1.0183	0.4783	1.0183	1.0091
0.0735	5.6202	2338	0.9879	0.4656	0.9879	0.9939
0.0735	5.625	2340	1.0010	0.4656	1.0010	1.0005
0.0735	5.6298	2342	1.0261	0.4771	1.0261	1.0129
0.0735	5.6346	2344	1.0474	0.5030	1.0474	1.0234
0.0735	5.6394	2346	1.0240	0.5030	1.0240	1.0119
0.0735	5.6442	2348	0.9796	0.5740	0.9796	0.9898
0.0735	5.6490	2350	0.9598	0.5740	0.9598	0.9797
0.0735	5.6538	2352	0.9410	0.6437	0.9410	0.9700
0.0735	5.6587	2354	0.8831	0.6362	0.8831	0.9397
0.0735	5.6635	2356	0.8685	0.6362	0.8685	0.9319
0.0735	5.6683	2358	0.8368	0.6599	0.8368	0.9148
0.0735	5.6731	2360	0.7907	0.6599	0.7907	0.8892
0.0735	5.6779	2362	0.7571	0.6384	0.7571	0.8701
0.0735	5.6827	2364	0.7339	0.6384	0.7339	0.8567
0.0735	5.6875	2366	0.7457	0.6384	0.7457	0.8636
0.0735	5.6923	2368	0.7458	0.6384	0.7458	0.8636
0.0735	5.6971	2370	0.7611	0.6384	0.7611	0.8724
0.0735	5.7019	2372	0.8265	0.6362	0.8265	0.9091
0.0735	5.7067	2374	0.9114	0.6216	0.9114	0.9547
0.0735	5.7115	2376	0.9795	0.5798	0.9795	0.9897
0.0735	5.7163	2378	1.0389	0.5528	1.0389	1.0193
0.0735	5.7212	2380	1.0512	0.5528	1.0512	1.0253
0.0735	5.7260	2382	1.0348	0.5528	1.0348	1.0173
0.0735	5.7308	2384	0.9994	0.5271	0.9994	0.9997
0.0735	5.7356	2386	0.9740	0.5271	0.9740	0.9869
0.0735	5.7404	2388	0.9957	0.5112	0.9957	0.9978
0.0735	5.7452	2390	0.9971	0.4952	0.9971	0.9986
0.0735	5.75	2392	0.9930	0.5112	0.9930	0.9965
0.0735	5.7548	2394	1.0308	0.5219	1.0308	1.0153
0.0735	5.7596	2396	1.1159	0.5030	1.1159	1.0564
0.0735	5.7644	2398	1.1797	0.4600	1.1797	1.0861
0.0735	5.7692	2400	1.1792	0.4600	1.1792	1.0859
0.0735	5.7740	2402	1.1290	0.5	1.1290	1.0626
0.0735	5.7788	2404	1.0469	0.5740	1.0469	1.0232
0.0735	5.7837	2406	0.9800	0.5528	0.9800	0.9900
0.0735	5.7885	2408	0.9705	0.5960	0.9705	0.9851
0.0735	5.7933	2410	0.9979	0.5271	0.9979	0.9990
0.0735	5.7981	2412	1.0401	0.5350	1.0401	1.0199
0.0735	5.8029	2414	1.0749	0.5350	1.0749	1.0368
0.0735	5.8077	2416	1.1362	0.4072	1.1362	1.0659
0.0735	5.8125	2418	1.2176	0.4456	1.2176	1.1034
0.0735	5.8173	2420	1.2714	0.3959	1.2714	1.1276
0.0735	5.8221	2422	1.2513	0.3950	1.2513	1.1186
0.0735	5.8269	2424	1.1875	0.3919	1.1875	1.0897
0.0735	5.8317	2426	1.1385	0.4340	1.1385	1.0670
0.0735	5.8365	2428	1.1082	0.4771	1.1082	1.0527
0.0735	5.8413	2430	1.0968	0.4924	1.0968	1.0473
0.0735	5.8462	2432	1.0687	0.5350	1.0687	1.0338
0.0735	5.8510	2434	1.0680	0.5350	1.0680	1.0334
0.0735	5.8558	2436	1.0548	0.4924	1.0548	1.0271
0.0735	5.8606	2438	1.0786	0.4924	1.0786	1.0386
0.0735	5.8654	2440	1.0789	0.4924	1.0789	1.0387
0.0735	5.8702	2442	1.0986	0.4924	1.0986	1.0482
0.0735	5.875	2444	1.1160	0.4495	1.1160	1.0564
0.0735	5.8798	2446	1.1447	0.4495	1.1447	1.0699
0.0735	5.8846	2448	1.1270	0.4495	1.1270	1.0616
0.0735	5.8894	2450	1.1110	0.4924	1.1110	1.0540
0.0735	5.8942	2452	1.0915	0.4924	1.0915	1.0448
0.0735	5.8990	2454	1.0740	0.5076	1.0740	1.0363
0.0735	5.9038	2456	1.0719	0.4924	1.0719	1.0353
0.0735	5.9087	2458	1.0531	0.5076	1.0531	1.0262
0.0735	5.9135	2460	1.0736	0.4495	1.0736	1.0361
0.0735	5.9183	2462	1.1007	0.4495	1.1007	1.0492
0.0735	5.9231	2464	1.0989	0.4495	1.0989	1.0483
0.0735	5.9279	2466	1.0590	0.55	1.0590	1.0291
0.0735	5.9327	2468	1.0171	0.5528	1.0171	1.0085
0.0735	5.9375	2470	0.9841	0.5528	0.9841	0.9920

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