ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k60_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k60_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k60_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. --

Downloads · 30 days

9% of all-time downloads

All-time downloads

Public

Parameters

135M

5.4 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors541 MB · 100%

At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 4, 2024
Updated: Dec 4, 2024
SHA: da934da4

Try a prompt

Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k60_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: 0.7826
Qwk: 0.6271
Mse: 0.7826
Rmse: 0.8846

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	0.0040	2	4.7484	-0.0159	4.7484	2.1791
No log	0.0080	4	3.0576	0.0738	3.0576	1.7486
No log	0.0120	6	1.6582	0.1657	1.6582	1.2877
No log	0.0160	8	1.1393	0.3250	1.1393	1.0674
No log	0.0200	10	1.1483	0.2048	1.1483	1.0716
No log	0.0240	12	1.3573	0.1000	1.3573	1.1650
No log	0.0281	14	1.4167	0.1276	1.4167	1.1902
No log	0.0321	16	1.3476	0.1458	1.3476	1.1609
No log	0.0361	18	1.7767	0.1850	1.7767	1.3329
No log	0.0401	20	2.3118	0.1635	2.3118	1.5205
No log	0.0441	22	2.2001	0.1635	2.2001	1.4833
No log	0.0481	24	1.6685	0.2621	1.6685	1.2917
No log	0.0521	26	1.3788	0.2549	1.3788	1.1742
No log	0.0561	28	1.3743	0.2310	1.3743	1.1723
No log	0.0601	30	1.6796	0.3105	1.6796	1.2960
No log	0.0641	32	1.6490	0.3534	1.6490	1.2841
No log	0.0681	34	1.4404	0.2549	1.4404	1.2002
No log	0.0721	36	1.3492	0.2639	1.3492	1.1615
No log	0.0762	38	1.3826	0.3553	1.3826	1.1759
No log	0.0802	40	1.2567	0.3276	1.2567	1.1210
No log	0.0842	42	0.9906	0.3919	0.9906	0.9953
No log	0.0882	44	0.9633	0.3549	0.9633	0.9815
No log	0.0922	46	1.0024	0.5139	1.0024	1.0012
No log	0.0962	48	1.8159	0.2945	1.8159	1.3475
No log	0.1002	50	2.0997	0.2819	2.0997	1.4490
No log	0.1042	52	1.5272	0.3475	1.5272	1.2358
No log	0.1082	54	0.9507	0.5391	0.9507	0.9750
No log	0.1122	56	0.8425	0.5487	0.8425	0.9179
No log	0.1162	58	1.0155	0.5428	1.0155	1.0077
No log	0.1202	60	1.4442	0.3589	1.4442	1.2017
No log	0.1242	62	2.2415	0.3947	2.2415	1.4972
No log	0.1283	64	2.2943	0.3831	2.2943	1.5147
No log	0.1323	66	1.6083	0.3985	1.6083	1.2682
No log	0.1363	68	1.2220	0.4044	1.2220	1.1055
No log	0.1403	70	1.3684	0.3589	1.3684	1.1698
No log	0.1443	72	1.8957	0.3733	1.8957	1.3769
No log	0.1483	74	1.9971	0.3706	1.9971	1.4132
No log	0.1523	76	1.7613	0.3036	1.7613	1.3271
No log	0.1563	78	1.4854	0.3766	1.4854	1.2188
No log	0.1603	80	1.3012	0.3534	1.3012	1.1407
No log	0.1643	82	1.3999	0.3806	1.3999	1.1832
No log	0.1683	84	1.3478	0.3571	1.3478	1.1610
No log	0.1723	86	1.4991	0.3766	1.4991	1.2244
No log	0.1764	88	1.3967	0.3766	1.3967	1.1818
No log	0.1804	90	1.1876	0.3793	1.1876	1.0898
No log	0.1844	92	1.1218	0.3793	1.1218	1.0591
No log	0.1884	94	1.3048	0.3347	1.3048	1.1423
No log	0.1924	96	1.3880	0.3605	1.3880	1.1782
No log	0.1964	98	1.7148	0.4140	1.7148	1.3095
No log	0.2004	100	2.0557	0.3330	2.0557	1.4338
No log	0.2044	102	1.6932	0.4140	1.6932	1.3012
No log	0.2084	104	1.1486	0.4202	1.1486	1.0717
No log	0.2124	106	1.2164	0.3959	1.2164	1.1029
No log	0.2164	108	1.6305	0.3389	1.6305	1.2769
No log	0.2204	110	2.5550	0.3054	2.5550	1.5984
No log	0.2244	112	2.9242	0.2256	2.9242	1.7100
No log	0.2285	114	2.4363	0.2817	2.4363	1.5609
No log	0.2325	116	1.5943	0.3766	1.5943	1.2627
No log	0.2365	118	1.1207	0.4875	1.1207	1.0586
No log	0.2405	120	1.1420	0.5125	1.1420	1.0686
No log	0.2445	122	1.2721	0.4713	1.2721	1.1279
No log	0.2485	124	1.5537	0.3911	1.5537	1.2465
No log	0.2525	126	1.4713	0.4289	1.4713	1.2130
No log	0.2565	128	1.3888	0.4492	1.3888	1.1785
No log	0.2605	130	1.6990	0.4398	1.6990	1.3035
No log	0.2645	132	1.6882	0.4582	1.6882	1.2993
No log	0.2685	134	1.3854	0.4816	1.3854	1.1770
No log	0.2725	136	1.2250	0.4939	1.2250	1.1068
No log	0.2766	138	1.5467	0.4170	1.5467	1.2436
No log	0.2806	140	1.6601	0.3980	1.6601	1.2884
No log	0.2846	142	1.3435	0.4015	1.3435	1.1591
No log	0.2886	144	1.3450	0.4154	1.3450	1.1597
No log	0.2926	146	1.8418	0.3805	1.8418	1.3571
No log	0.2966	148	1.9057	0.3759	1.9057	1.3805
No log	0.3006	150	1.7889	0.3494	1.7889	1.3375
No log	0.3046	152	1.6497	0.3895	1.6497	1.2844
No log	0.3086	154	1.9053	0.3136	1.9053	1.3803
No log	0.3126	156	1.6270	0.3710	1.6270	1.2755
No log	0.3166	158	1.1233	0.4198	1.1233	1.0598
No log	0.3206	160	1.0743	0.5	1.0743	1.0365
No log	0.3246	162	1.3434	0.4167	1.3434	1.1591
No log	0.3287	164	1.7854	0.3814	1.7854	1.3362
No log	0.3327	166	1.7186	0.3814	1.7186	1.3109
No log	0.3367	168	1.4617	0.4013	1.4617	1.2090
No log	0.3407	170	1.2755	0.4023	1.2755	1.1294
No log	0.3447	172	1.1596	0.4728	1.1596	1.0769
No log	0.3487	174	0.9009	0.6053	0.9009	0.9492
No log	0.3527	176	0.9080	0.5978	0.9080	0.9529
No log	0.3567	178	1.4565	0.4167	1.4565	1.2069
No log	0.3607	180	1.9321	0.2657	1.9321	1.3900
No log	0.3647	182	1.9312	0.2516	1.9312	1.3897
No log	0.3687	184	1.6291	0.2850	1.6291	1.2764
No log	0.3727	186	1.3623	0.3347	1.3623	1.1672
No log	0.3768	188	1.1043	0.4752	1.1043	1.0508
No log	0.3808	190	1.2209	0.3950	1.2209	1.1049
No log	0.3848	192	1.5859	0.3157	1.5859	1.2593
No log	0.3888	194	1.9329	0.2874	1.9329	1.3903
No log	0.3928	196	2.3612	0.2721	2.3612	1.5366
No log	0.3968	198	2.2336	0.3394	2.2336	1.4945
No log	0.4008	200	1.6577	0.2925	1.6577	1.2875
No log	0.4048	202	1.0771	0.4611	1.0771	1.0378
No log	0.4088	204	0.9877	0.4611	0.9877	0.9938
No log	0.4128	206	1.2394	0.4202	1.2394	1.1133
No log	0.4168	208	1.6900	0.3228	1.6900	1.3000
No log	0.4208	210	1.7488	0.2878	1.7488	1.3224
No log	0.4248	212	1.4444	0.4073	1.4444	1.2018
No log	0.4289	214	0.9538	0.4605	0.9538	0.9766
No log	0.4329	216	0.8160	0.5861	0.8160	0.9033
No log	0.4369	218	0.8787	0.5422	0.8787	0.9374
No log	0.4409	220	1.0333	0.5093	1.0333	1.0165
No log	0.4449	222	1.1729	0.5439	1.1729	1.0830
No log	0.4489	224	1.3737	0.4787	1.3737	1.1720
No log	0.4529	226	1.2316	0.5623	1.2316	1.1098
No log	0.4569	228	1.0118	0.5833	1.0118	1.0059
No log	0.4609	230	0.8212	0.5678	0.8212	0.9062
No log	0.4649	232	0.8426	0.5898	0.8426	0.9179
No log	0.4689	234	0.8823	0.5653	0.8823	0.9393
No log	0.4729	236	1.0530	0.5218	1.0530	1.0261
No log	0.4770	238	1.2883	0.4213	1.2883	1.1350
No log	0.4810	240	1.1645	0.4452	1.1645	1.0791
No log	0.4850	242	0.7547	0.6045	0.7547	0.8687
No log	0.4890	244	0.6729	0.6462	0.6729	0.8203
No log	0.4930	246	0.7806	0.5897	0.7806	0.8835
No log	0.4970	248	1.2099	0.4209	1.2099	1.1000
No log	0.5010	250	1.8588	0.3351	1.8588	1.3634
No log	0.5050	252	1.8738	0.4036	1.8738	1.3689
No log	0.5090	254	1.4637	0.4318	1.4637	1.2098
No log	0.5130	256	1.1934	0.4474	1.1934	1.0924
No log	0.5170	258	1.0323	0.5488	1.0323	1.0160
No log	0.5210	260	1.2314	0.4110	1.2314	1.1097
No log	0.5251	262	1.7396	0.3707	1.7396	1.3189
No log	0.5291	264	2.1608	0.3077	2.1608	1.4700
No log	0.5331	266	2.2009	0.3366	2.2009	1.4836
No log	0.5371	268	1.7583	0.3508	1.7583	1.3260
No log	0.5411	270	1.4833	0.3829	1.4833	1.2179
No log	0.5451	272	1.6217	0.3494	1.6217	1.2735
No log	0.5491	274	1.9260	0.3930	1.9260	1.3878
No log	0.5531	276	1.8885	0.3930	1.8885	1.3742
No log	0.5571	278	1.5853	0.3977	1.5853	1.2591
No log	0.5611	280	1.4970	0.4206	1.4970	1.2235
No log	0.5651	282	1.3040	0.4251	1.3040	1.1419
No log	0.5691	284	1.3523	0.4121	1.3523	1.1629
No log	0.5731	286	1.7060	0.3182	1.7060	1.3061
No log	0.5772	288	1.9296	0.2466	1.9296	1.3891
No log	0.5812	290	2.1445	0.2358	2.1445	1.4644
No log	0.5852	292	2.3780	0.2380	2.3780	1.5421
No log	0.5892	294	2.2232	0.2933	2.2232	1.4910
No log	0.5932	296	1.6370	0.3294	1.6370	1.2795
No log	0.5972	298	1.0856	0.4761	1.0856	1.0419
No log	0.6012	300	0.9360	0.6579	0.9360	0.9675
No log	0.6052	302	1.1046	0.5099	1.1046	1.0510
No log	0.6092	304	1.4304	0.4510	1.4304	1.1960
No log	0.6132	306	1.8193	0.3488	1.8193	1.3488
No log	0.6172	308	1.9140	0.3457	1.9140	1.3835
No log	0.6212	310	1.5500	0.3721	1.5500	1.2450
No log	0.6253	312	1.3551	0.4346	1.3551	1.1641
No log	0.6293	314	1.0372	0.4459	1.0372	1.0184
No log	0.6333	316	0.9316	0.5299	0.9316	0.9652
No log	0.6373	318	1.0063	0.5299	1.0063	1.0031
No log	0.6413	320	1.3705	0.4452	1.3705	1.1707
No log	0.6453	322	1.6213	0.2963	1.6213	1.2733
No log	0.6493	324	1.4357	0.4492	1.4357	1.1982
No log	0.6533	326	1.1024	0.5645	1.1024	1.0500
No log	0.6573	328	0.8118	0.6458	0.8118	0.9010
No log	0.6613	330	0.8721	0.5740	0.8721	0.9339
No log	0.6653	332	1.2085	0.4693	1.2085	1.0993
No log	0.6693	334	1.4904	0.3922	1.4904	1.2208
No log	0.6733	336	1.3665	0.4347	1.3665	1.1690
No log	0.6774	338	0.9971	0.4893	0.9971	0.9985
No log	0.6814	340	0.9043	0.5063	0.9043	0.9510
No log	0.6854	342	0.9954	0.4893	0.9954	0.9977
No log	0.6894	344	1.1414	0.5114	1.1414	1.0684
No log	0.6934	346	1.3096	0.4808	1.3096	1.1444
No log	0.6974	348	1.3309	0.4808	1.3309	1.1536
No log	0.7014	350	1.0934	0.5093	1.0934	1.0456
No log	0.7054	352	0.9151	0.5740	0.9151	0.9566
No log	0.7094	354	0.9962	0.4893	0.9962	0.9981
No log	0.7134	356	1.2586	0.4600	1.2586	1.1219
No log	0.7174	358	1.4988	0.4140	1.4988	1.2242
No log	0.7214	360	1.5534	0.3294	1.5534	1.2463
No log	0.7255	362	1.3084	0.5064	1.3084	1.1439
No log	0.7295	364	1.1886	0.4726	1.1886	1.0902
No log	0.7335	366	1.3548	0.4897	1.3548	1.1640
No log	0.7375	368	1.4403	0.4420	1.4403	1.2001
No log	0.7415	370	1.2946	0.4512	1.2946	1.1378
No log	0.7455	372	1.0131	0.5332	1.0131	1.0065
No log	0.7495	374	0.9418	0.6033	0.9418	0.9705
No log	0.7535	376	0.9773	0.5353	0.9773	0.9886
No log	0.7575	378	0.9618	0.5030	0.9618	0.9807
No log	0.7615	380	1.1173	0.5332	1.1173	1.0570
No log	0.7655	382	1.1330	0.5256	1.1330	1.0644
No log	0.7695	384	1.0390	0.4880	1.0390	1.0193
No log	0.7735	386	1.1742	0.4846	1.1742	1.0836
No log	0.7776	388	1.2324	0.4699	1.2324	1.1102
No log	0.7816	390	1.0917	0.5256	1.0917	1.0448
No log	0.7856	392	0.9190	0.6150	0.9190	0.9586
No log	0.7896	394	0.9414	0.625	0.9414	0.9703
No log	0.7936	396	1.2240	0.4939	1.2240	1.1063
No log	0.7976	398	1.5574	0.3772	1.5574	1.2480
No log	0.8016	400	1.5513	0.3631	1.5513	1.2455
No log	0.8056	402	1.2680	0.4600	1.2680	1.1261
No log	0.8096	404	0.9858	0.5955	0.9858	0.9929
No log	0.8136	406	0.8450	0.6132	0.8450	0.9193
No log	0.8176	408	0.9713	0.5563	0.9713	0.9856
No log	0.8216	410	1.0654	0.5152	1.0654	1.0322
No log	0.8257	412	1.2554	0.5191	1.2554	1.1204
No log	0.8297	414	1.3714	0.4928	1.3714	1.1711
No log	0.8337	416	1.2870	0.5064	1.2870	1.1345
No log	0.8377	418	1.2309	0.5064	1.2309	1.1095
No log	0.8417	420	1.1887	0.472	1.1887	1.0903
No log	0.8457	422	1.2931	0.4345	1.2931	1.1372
No log	0.8497	424	1.2951	0.4706	1.2951	1.1380
No log	0.8537	426	1.2701	0.5064	1.2701	1.1270
No log	0.8577	428	1.1822	0.5714	1.1822	1.0873
No log	0.8617	430	0.8801	0.7070	0.8801	0.9381
No log	0.8657	432	0.6730	0.7	0.6730	0.8204
No log	0.8697	434	0.6926	0.6842	0.6926	0.8322
No log	0.8737	436	0.9202	0.6710	0.9202	0.9592
No log	0.8778	438	1.4218	0.4375	1.4218	1.1924
No log	0.8818	440	1.7960	0.3717	1.7960	1.3401
No log	0.8858	442	1.9071	0.3201	1.9071	1.3810
No log	0.8898	444	1.6959	0.2878	1.6959	1.3023
No log	0.8938	446	1.3865	0.3853	1.3865	1.1775
No log	0.8978	448	1.0908	0.4459	1.0908	1.0444
No log	0.9018	450	0.9818	0.4893	0.9818	0.9908
No log	0.9058	452	0.9860	0.4880	0.9860	0.9930
No log	0.9098	454	1.1474	0.5078	1.1474	1.0712
No log	0.9138	456	1.3246	0.5071	1.3246	1.1509
No log	0.9178	458	1.2728	0.5094	1.2728	1.1282
No log	0.9218	460	1.0418	0.5510	1.0418	1.0207
No log	0.9259	462	0.8190	0.6501	0.8190	0.9050
No log	0.9299	464	0.7909	0.6631	0.7909	0.8893
No log	0.9339	466	0.9380	0.5935	0.9380	0.9685
No log	0.9379	468	1.0646	0.5510	1.0646	1.0318
No log	0.9419	470	1.1834	0.5315	1.1834	1.0878
No log	0.9459	472	1.2669	0.5023	1.2669	1.1256
No log	0.9499	474	1.2230	0.4825	1.2230	1.1059
No log	0.9539	476	1.0875	0.5930	1.0875	1.0429
No log	0.9579	478	0.9467	0.6092	0.9467	0.9730
No log	0.9619	480	0.9763	0.6092	0.9763	0.9881
No log	0.9659	482	0.9921	0.6057	0.9921	0.9960
No log	0.9699	484	0.9214	0.6033	0.9214	0.9599
No log	0.9739	486	0.8810	0.5897	0.8810	0.9386
No log	0.9780	488	0.8261	0.6045	0.8261	0.9089
No log	0.9820	490	0.8731	0.5473	0.8731	0.9344
No log	0.9860	492	0.9871	0.4880	0.9871	0.9935
No log	0.9900	494	1.0664	0.4600	1.0664	1.0327
No log	0.9940	496	1.0458	0.5078	1.0458	1.0226
No log	0.9980	498	1.2517	0.4815	1.2517	1.1188
0.5009	1.0020	500	1.3091	0.5082	1.3091	1.1441
0.5009	1.0060	502	1.1447	0.5213	1.1447	1.0699
0.5009	1.0100	504	1.0592	0.5442	1.0592	1.0292
0.5009	1.0140	506	1.1592	0.5649	1.1592	1.0767
0.5009	1.0180	508	1.1884	0.5293	1.1884	1.0901
0.5009	1.0220	510	1.2224	0.4836	1.2224	1.1056
0.5009	1.0261	512	1.1403	0.4846	1.1403	1.0678
0.5009	1.0301	514	0.9894	0.5237	0.9894	0.9947
0.5009	1.0341	516	1.0537	0.5237	1.0537	1.0265
0.5009	1.0381	518	1.1802	0.4836	1.1802	1.0864
0.5009	1.0421	520	1.1116	0.5109	1.1116	1.0543
0.5009	1.0461	522	0.9318	0.5283	0.9318	0.9653
0.5009	1.0501	524	0.6873	0.5864	0.6873	0.8291
0.5009	1.0541	526	0.6085	0.6704	0.6085	0.7800
0.5009	1.0581	528	0.5948	0.6897	0.5948	0.7712
0.5009	1.0621	530	0.6777	0.6410	0.6777	0.8232
0.5009	1.0661	532	0.7139	0.6410	0.7139	0.8449
0.5009	1.0701	534	0.7241	0.6092	0.7241	0.8509
0.5009	1.0741	536	0.8491	0.6092	0.8491	0.9215
0.5009	1.0782	538	1.0821	0.5109	1.0821	1.0402
0.5009	1.0822	540	1.1561	0.5442	1.1561	1.0752
0.5009	1.0862	542	1.0610	0.5244	1.0610	1.0301
0.5009	1.0902	544	0.9411	0.5898	0.9411	0.9701
0.5009	1.0942	546	0.7724	0.6069	0.7724	0.8789
0.5009	1.0982	548	0.7078	0.6362	0.7078	0.8413
0.5009	1.1022	550	0.6798	0.6667	0.6798	0.8245
0.5009	1.1062	552	0.7106	0.6667	0.7106	0.8430
0.5009	1.1102	554	0.7430	0.6698	0.7430	0.8620
0.5009	1.1142	556	0.8811	0.6077	0.8811	0.9386
0.5009	1.1182	558	1.1487	0.4823	1.1487	1.0718
0.5009	1.1222	560	1.2615	0.5111	1.2615	1.1232
0.5009	1.1263	562	1.1398	0.5078	1.1398	1.0676
0.5009	1.1303	564	0.9466	0.5654	0.9466	0.9730
0.5009	1.1343	566	0.8857	0.5654	0.8857	0.9411
0.5009	1.1383	568	0.9820	0.5446	0.9820	0.9910
0.5009	1.1423	570	1.1102	0.4864	1.1102	1.0537
0.5009	1.1463	572	1.0960	0.5767	1.0960	1.0469
0.5009	1.1503	574	0.9311	0.6070	0.9311	0.9649
0.5009	1.1543	576	0.8368	0.5921	0.8368	0.9148
0.5009	1.1583	578	0.9119	0.6070	0.9119	0.9549
0.5009	1.1623	580	1.0091	0.5785	1.0091	1.0045
0.5009	1.1663	582	1.1256	0.4987	1.1256	1.0610
0.5009	1.1703	584	1.2064	0.5263	1.2064	1.0983
0.5009	1.1743	586	1.1719	0.5740	1.1719	1.0825
0.5009	1.1784	588	0.9161	0.5825	0.9161	0.9571
0.5009	1.1824	590	0.7191	0.6458	0.7191	0.8480
0.5009	1.1864	592	0.7226	0.6458	0.7226	0.8501
0.5009	1.1904	594	0.8846	0.5825	0.8846	0.9405
0.5009	1.1944	596	1.1310	0.5860	1.1310	1.0635
0.5009	1.1984	598	1.1683	0.5990	1.1683	1.0809
0.5009	1.2024	600	1.0320	0.5622	1.0320	1.0159
0.5009	1.2064	602	0.9053	0.6150	0.9053	0.9515
0.5009	1.2104	604	0.9575	0.6006	0.9575	0.9785
0.5009	1.2144	606	1.1490	0.4595	1.1490	1.0719
0.5009	1.2184	608	1.4512	0.4126	1.4512	1.2047
0.5009	1.2224	610	1.4698	0.4135	1.4698	1.2123
0.5009	1.2265	612	1.2477	0.4590	1.2477	1.1170
0.5009	1.2305	614	1.1525	0.472	1.1525	1.0736
0.5009	1.2345	616	1.1105	0.5420	1.1105	1.0538
0.5009	1.2385	618	1.0096	0.6064	1.0096	1.0048
0.5009	1.2425	620	0.9238	0.6710	0.9238	0.9612
0.5009	1.2465	622	0.8762	0.676	0.8762	0.9361
0.5009	1.2505	624	0.8562	0.6926	0.8562	0.9253
0.5009	1.2545	626	0.8463	0.6926	0.8463	0.9200
0.5009	1.2585	628	1.0261	0.5488	1.0261	1.0130
0.5009	1.2625	630	1.3694	0.4399	1.3694	1.1702
0.5009	1.2665	632	1.6693	0.3625	1.6693	1.2920
0.5009	1.2705	634	1.6787	0.3877	1.6787	1.2956
0.5009	1.2745	636	1.4529	0.3992	1.4529	1.2054
0.5009	1.2786	638	1.0965	0.5132	1.0965	1.0472
0.5009	1.2826	640	0.8145	0.5374	0.8145	0.9025
0.5009	1.2866	642	0.7430	0.5714	0.7430	0.8620
0.5009	1.2906	644	0.7647	0.6193	0.7647	0.8745
0.5009	1.2946	646	0.8693	0.6281	0.8693	0.9323
0.5009	1.2986	648	0.9751	0.5522	0.9751	0.9875
0.5009	1.3026	650	0.9032	0.5788	0.9032	0.9504
0.5009	1.3066	652	0.8748	0.6371	0.8747	0.9353
0.5009	1.3106	654	0.9352	0.5788	0.9352	0.9671
0.5009	1.3146	656	0.9804	0.6371	0.9804	0.9901
0.5009	1.3186	658	0.9802	0.5997	0.9802	0.9900
0.5009	1.3226	660	1.0017	0.5401	1.0017	1.0009
0.5009	1.3267	662	1.0598	0.5420	1.0598	1.0295
0.5009	1.3307	664	1.1029	0.5420	1.1029	1.0502
0.5009	1.3347	666	1.0215	0.5595	1.0215	1.0107
0.5009	1.3387	668	0.8922	0.6710	0.8922	0.9446
0.5009	1.3427	670	0.8956	0.6710	0.8956	0.9464
0.5009	1.3467	672	0.9946	0.5595	0.9946	0.9973
0.5009	1.3507	674	1.0446	0.5595	1.0446	1.0221
0.5009	1.3547	676	0.9827	0.5446	0.9827	0.9913
0.5009	1.3587	678	0.9340	0.5473	0.9340	0.9664
0.5009	1.3627	680	0.9283	0.5473	0.9283	0.9635
0.5009	1.3667	682	0.8942	0.5708	0.8942	0.9456
0.5009	1.3707	684	0.8303	0.625	0.8303	0.9112
0.5009	1.3747	686	0.8082	0.6132	0.8082	0.8990
0.5009	1.3788	688	0.8457	0.5984	0.8457	0.9196
0.5009	1.3828	690	0.8388	0.6391	0.8388	0.9159
0.5009	1.3868	692	0.8194	0.6391	0.8194	0.9052
0.5009	1.3908	694	0.7777	0.6327	0.7777	0.8819
0.5009	1.3948	696	0.6980	0.6154	0.6980	0.8355
0.5009	1.3988	698	0.6481	0.6478	0.6481	0.8051
0.5009	1.4028	700	0.6279	0.6478	0.6279	0.7924
0.5009	1.4068	702	0.7282	0.6316	0.7282	0.8534
0.5009	1.4108	704	0.9518	0.5263	0.9518	0.9756
0.5009	1.4148	706	1.1898	0.5623	1.1898	1.0908
0.5009	1.4188	708	1.1938	0.5420	1.1938	1.0926
0.5009	1.4228	710	1.0044	0.5299	1.0044	1.0022
0.5009	1.4269	712	0.9229	0.5321	0.9229	0.9607
0.5009	1.4309	714	0.8868	0.5473	0.8868	0.9417
0.5009	1.4349	716	0.8777	0.5473	0.8777	0.9368
0.5009	1.4389	718	0.9842	0.5865	0.9842	0.9921
0.5009	1.4429	720	1.0827	0.5299	1.0827	1.0405
0.5009	1.4469	722	1.0054	0.5595	1.0054	1.0027
0.5009	1.4509	724	0.8194	0.6173	0.8194	0.9052
0.5009	1.4549	726	0.7697	0.6173	0.7697	0.8773
0.5009	1.4589	728	0.6774	0.6458	0.6774	0.8231
0.5009	1.4629	730	0.6763	0.6458	0.6763	0.8224
0.5009	1.4669	732	0.7584	0.6316	0.7584	0.8709
0.5009	1.4709	734	0.9338	0.6019	0.9338	0.9663
0.5009	1.4749	736	1.0577	0.5465	1.0577	1.0284
0.5009	1.4790	738	1.0208	0.5488	1.0208	1.0103
0.5009	1.4830	740	0.8864	0.5885	0.8864	0.9415
0.5009	1.4870	742	0.9065	0.5591	0.9065	0.9521
0.5009	1.4910	744	0.9271	0.5563	0.9271	0.9628
0.5009	1.4950	746	0.9647	0.5678	0.9647	0.9822
0.5009	1.4990	748	1.0245	0.5	1.0245	1.0122
0.5009	1.5030	750	0.9160	0.5563	0.9160	0.9571
0.5009	1.5070	752	0.7526	0.6316	0.7526	0.8675
0.5009	1.5110	754	0.6639	0.6672	0.6639	0.8148
0.5009	1.5150	756	0.6724	0.6652	0.6724	0.8200
0.5009	1.5190	758	0.7470	0.6316	0.7470	0.8643
0.5009	1.5230	760	0.8678	0.6029	0.8678	0.9316
0.5009	1.5271	762	0.9364	0.5448	0.9364	0.9677
0.5009	1.5311	764	1.0324	0.5142	1.0324	1.0160
0.5009	1.5351	766	1.1164	0.5218	1.1164	1.0566
0.5009	1.5391	768	1.2937	0.4346	1.2937	1.1374
0.5009	1.5431	770	1.3384	0.4346	1.3384	1.1569
0.5009	1.5471	772	1.2211	0.4846	1.2211	1.1050
0.5009	1.5511	774	1.2015	0.4600	1.2015	1.0961
0.5009	1.5551	776	1.2106	0.4846	1.2106	1.1003
0.5009	1.5591	778	1.1268	0.4600	1.1268	1.0615
0.5009	1.5631	780	1.0240	0.5740	1.0240	1.0119
0.5009	1.5671	782	1.0157	0.6070	1.0157	1.0078
0.5009	1.5711	784	0.9848	0.6029	0.9848	0.9924
0.5009	1.5752	786	1.0459	0.5473	1.0459	1.0227
0.5009	1.5792	788	1.1469	0.5093	1.1469	1.0709
0.5009	1.5832	790	1.3913	0.4808	1.3913	1.1795
0.5009	1.5872	792	1.4921	0.4793	1.4921	1.2215
0.5009	1.5912	794	1.3707	0.4712	1.3707	1.1708
0.5009	1.5952	796	1.1694	0.4973	1.1694	1.0814
0.5009	1.5992	798	0.9539	0.5593	0.9539	0.9767
0.5009	1.6032	800	0.8391	0.5556	0.8391	0.9160
0.5009	1.6072	802	0.8603	0.5798	0.8603	0.9275
0.5009	1.6112	804	0.9773	0.6043	0.9773	0.9886
0.5009	1.6152	806	1.1611	0.5132	1.1611	1.0775
0.5009	1.6192	808	1.3281	0.5	1.3281	1.1524
0.5009	1.6232	810	1.2535	0.5510	1.2535	1.1196
0.5009	1.6273	812	1.1281	0.5442	1.1281	1.0621
0.5009	1.6313	814	1.0864	0.5369	1.0864	1.0423
0.5009	1.6353	816	0.9377	0.6010	0.9377	0.9683
0.5009	1.6393	818	0.8436	0.625	0.8436	0.9185
0.5009	1.6433	820	0.9145	0.5708	0.9145	0.9563
0.5009	1.6473	822	0.9668	0.5424	0.9668	0.9832
0.5009	1.6513	824	1.0206	0.5642	1.0206	1.0102
0.5009	1.6553	826	1.0251	0.5642	1.0251	1.0125
0.5009	1.6593	828	1.0687	0.5831	1.0687	1.0338
0.5009	1.6633	830	0.9314	0.6019	0.9314	0.9651
0.5009	1.6673	832	0.7342	0.6271	0.7342	0.8569
0.5009	1.6713	834	0.6905	0.6271	0.6905	0.8310
0.5009	1.6754	836	0.7631	0.6271	0.7631	0.8736
0.5009	1.6794	838	0.8871	0.5997	0.8871	0.9419
0.5009	1.6834	840	0.9960	0.6057	0.9960	0.9980
0.5009	1.6874	842	1.0121	0.6161	1.0121	1.0060
0.5009	1.6914	844	1.0478	0.5797	1.0478	1.0236
0.5009	1.6954	846	0.9636	0.5729	0.9636	0.9816
0.5009	1.6994	848	0.7914	0.6271	0.7914	0.8896
0.5009	1.7034	850	0.7498	0.5970	0.7498	0.8659
0.5009	1.7074	852	0.8113	0.6053	0.8113	0.9007
0.5009	1.7114	854	0.9991	0.5855	0.9991	0.9995
0.5009	1.7154	856	1.2559	0.4822	1.2559	1.1207
0.5009	1.7194	858	1.2153	0.5020	1.2153	1.1024
0.5009	1.7234	860	0.9965	0.5998	0.9965	0.9982
0.5009	1.7275	862	0.9332	0.6202	0.9332	0.9660
0.5009	1.7315	864	0.8326	0.5757	0.8326	0.9125
0.5009	1.7355	866	0.8119	0.6195	0.8119	0.9010
0.5009	1.7395	868	0.8142	0.6053	0.8142	0.9023
0.5009	1.7435	870	0.8286	0.5757	0.8286	0.9103
0.5009	1.7475	872	0.8685	0.5616	0.8685	0.9320
0.5009	1.7515	874	0.8037	0.5933	0.8037	0.8965
0.5009	1.7555	876	0.7871	0.6076	0.7871	0.8872
0.5009	1.7595	878	0.8435	0.5757	0.8435	0.9184
0.5009	1.7635	880	0.8495	0.6287	0.8495	0.9217
0.5009	1.7675	882	0.7932	0.6076	0.7932	0.8906
0.5009	1.7715	884	0.8019	0.6195	0.8019	0.8955
0.5009	1.7756	886	0.8883	0.5943	0.8883	0.9425
0.5009	1.7796	888	1.0251	0.5512	1.0251	1.0125
0.5009	1.7836	890	1.0262	0.5135	1.0262	1.0130
0.5009	1.7876	892	0.9778	0.5401	0.9778	0.9889
0.5009	1.7916	894	0.8770	0.6029	0.8770	0.9365
0.5009	1.7956	896	0.8418	0.6029	0.8418	0.9175
0.5009	1.7996	898	0.9420	0.5537	0.9420	0.9706
0.5009	1.8036	900	1.1218	0.5545	1.1218	1.0591
0.5009	1.8076	902	1.0903	0.5594	1.0903	1.0442
0.5009	1.8116	904	0.9185	0.5920	0.9185	0.9584
0.5009	1.8156	906	0.7794	0.6410	0.7794	0.8828
0.5009	1.8196	908	0.8022	0.6410	0.8022	0.8956
0.5009	1.8236	910	0.8294	0.6365	0.8294	0.9107
0.5009	1.8277	912	0.9079	0.6391	0.9079	0.9529
0.5009	1.8317	914	1.1117	0.5696	1.1117	1.0544
0.5009	1.8357	916	1.4324	0.4972	1.4324	1.1968
0.5009	1.8397	918	1.4120	0.4972	1.4120	1.1883
0.5009	1.8437	920	1.1475	0.5945	1.1475	1.0712
0.5009	1.8477	922	0.8492	0.5991	0.8492	0.9215
0.5009	1.8517	924	0.6897	0.6411	0.6897	0.8305
0.5009	1.8557	926	0.6769	0.6433	0.6769	0.8227
0.5009	1.8597	928	0.7471	0.5946	0.7471	0.8643
0.5009	1.8637	930	0.9895	0.5855	0.9895	0.9947
0.5009	1.8677	932	1.2046	0.5472	1.2046	1.0975
0.5009	1.8717	934	1.2262	0.5472	1.2262	1.1073
0.5009	1.8758	936	1.0963	0.6213	1.0963	1.0470
0.5009	1.8798	938	0.9215	0.5920	0.9215	0.9599
0.5009	1.8838	940	0.8468	0.6055	0.8468	0.9202
0.5009	1.8878	942	0.9192	0.6373	0.9192	0.9588
0.5009	1.8918	944	1.0949	0.5594	1.0949	1.0464
0.5009	1.8958	946	1.0343	0.5990	1.0343	1.0170
0.5009	1.8998	948	0.8433	0.6584	0.8433	0.9183
0.5009	1.9038	950	0.6547	0.6337	0.6547	0.8092
0.5009	1.9078	952	0.5505	0.6589	0.5505	0.7420
0.5009	1.9118	954	0.5406	0.6589	0.5406	0.7352
0.5009	1.9158	956	0.5713	0.6519	0.5713	0.7558
0.5009	1.9198	958	0.7075	0.6732	0.7075	0.8411
0.5009	1.9238	960	0.9804	0.6453	0.9804	0.9901
0.5009	1.9279	962	1.3081	0.5	1.3081	1.1437
0.5009	1.9319	964	1.5445	0.4074	1.5445	1.2428
0.5009	1.9359	966	1.6154	0.4292	1.6154	1.2710
0.5009	1.9399	968	1.4816	0.3913	1.4816	1.2172
0.5009	1.9439	970	1.3433	0.4115	1.3433	1.1590
0.5009	1.9479	972	1.3557	0.4115	1.3557	1.1643
0.5009	1.9519	974	1.3596	0.4115	1.3596	1.1660
0.5009	1.9559	976	1.2320	0.4345	1.2320	1.1099
0.5009	1.9599	978	1.1022	0.4880	1.1022	1.0498
0.5009	1.9639	980	1.0017	0.5046	1.0017	1.0008
0.5009	1.9679	982	1.0232	0.5046	1.0232	1.0116
0.5009	1.9719	984	1.0590	0.4617	1.0590	1.0291
0.5009	1.9760	986	1.1255	0.5442	1.1255	1.0609
0.5009	1.9800	988	1.2081	0.5327	1.2081	1.0991
0.5009	1.9840	990	1.2167	0.5207	1.2167	1.1030
0.5009	1.9880	992	1.1504	0.5345	1.1504	1.0726
0.5009	1.9920	994	1.0693	0.5732	1.0693	1.0340
0.5009	1.9960	996	1.0116	0.5198	1.0116	1.0058
0.5009	2.0	998	0.9496	0.5350	0.9496	0.9745
0.1448	2.0040	1000	0.9060	0.5921	0.9060	0.9519
0.1448	2.0080	1002	0.9305	0.55	0.9305	0.9646
0.1448	2.0120	1004	1.0135	0.5793	1.0135	1.0067
0.1448	2.0160	1006	1.0744	0.5488	1.0744	1.0365
0.1448	2.0200	1008	1.0659	0.5762	1.0659	1.0324
0.1448	2.0240	1010	1.0713	0.5263	1.0713	1.0350
0.1448	2.0281	1012	0.9557	0.5708	0.9557	0.9776
0.1448	2.0321	1014	0.8888	0.6150	0.8888	0.9428
0.1448	2.0361	1016	0.8612	0.6150	0.8612	0.9280
0.1448	2.0401	1018	0.8458	0.6150	0.8458	0.9197
0.1448	2.0441	1020	0.8977	0.6150	0.8977	0.9475
0.1448	2.0481	1022	0.9602	0.6110	0.9602	0.9799
0.1448	2.0521	1024	0.9407	0.6150	0.9407	0.9699
0.1448	2.0561	1026	0.9712	0.5678	0.9712	0.9855
0.1448	2.0601	1028	1.0509	0.4986	1.0509	1.0251
0.1448	2.0641	1030	1.1823	0.5310	1.1823	1.0873
0.1448	2.0681	1032	1.1883	0.5	1.1883	1.0901
0.1448	2.0721	1034	1.0440	0.5595	1.0440	1.0218
0.1448	2.0762	1036	0.8775	0.5765	0.8775	0.9368
0.1448	2.0802	1038	0.7344	0.6155	0.7344	0.8569
0.1448	2.0842	1040	0.7113	0.6155	0.7113	0.8434
0.1448	2.0882	1042	0.7581	0.5714	0.7581	0.8707
0.1448	2.0922	1044	0.7819	0.5681	0.7819	0.8842
0.1448	2.0962	1046	0.7698	0.5681	0.7698	0.8774
0.1448	2.1002	1048	0.7760	0.5681	0.7760	0.8809
0.1448	2.1042	1050	0.8310	0.5991	0.8310	0.9116
0.1448	2.1082	1052	0.8461	0.5921	0.8461	0.9199
0.1448	2.1122	1054	0.8502	0.5921	0.8502	0.9221
0.1448	2.1162	1056	0.9687	0.5179	0.9687	0.9842
0.1448	2.1202	1058	1.1879	0.5078	1.1879	1.0899
0.1448	2.1242	1060	1.4240	0.4317	1.4240	1.1933
0.1448	2.1283	1062	1.4787	0.4134	1.4787	1.2160
0.1448	2.1323	1064	1.3224	0.5064	1.3224	1.1500
0.1448	2.1363	1066	1.0931	0.4875	1.0931	1.0455
0.1448	2.1403	1068	0.9275	0.5740	0.9275	0.9631
0.1448	2.1443	1070	0.8042	0.6340	0.8042	0.8968
0.1448	2.1483	1072	0.7877	0.6340	0.7877	0.8875
0.1448	2.1523	1074	0.8857	0.6208	0.8857	0.9411
0.1448	2.1563	1076	1.1512	0.5303	1.1512	1.0729
0.1448	2.1603	1078	1.3317	0.4626	1.3317	1.1540
0.1448	2.1643	1080	1.2837	0.5299	1.2837	1.1330
0.1448	2.1683	1082	1.1000	0.5488	1.1000	1.0488
0.1448	2.1723	1084	1.0127	0.5179	1.0127	1.0064
0.1448	2.1764	1086	0.9322	0.5248	0.9322	0.9655
0.1448	2.1804	1088	0.9170	0.5248	0.9170	0.9576
0.1448	2.1844	1090	0.9599	0.5350	0.9599	0.9797
0.1448	2.1884	1092	1.0249	0.5283	1.0249	1.0124
0.1448	2.1924	1094	1.0430	0.5825	1.0430	1.0213
0.1448	2.1964	1096	0.9256	0.5921	0.9256	0.9621
0.1448	2.2004	1098	0.7562	0.5714	0.7562	0.8696
0.1448	2.2044	1100	0.6930	0.5985	0.6930	0.8325
0.1448	2.2084	1102	0.7139	0.5985	0.7139	0.8449
0.1448	2.2124	1104	0.8216	0.5921	0.8216	0.9064
0.1448	2.2164	1106	1.0387	0.5793	1.0387	1.0192
0.1448	2.2204	1108	1.2472	0.4581	1.2472	1.1168
0.1448	2.2244	1110	1.3291	0.4577	1.3291	1.1529
0.1448	2.2285	1112	1.2162	0.4836	1.2162	1.1028
0.1448	2.2325	1114	0.9998	0.5793	0.9998	0.9999
0.1448	2.2365	1116	0.7883	0.5681	0.7883	0.8879
0.1448	2.2405	1118	0.7136	0.5714	0.7136	0.8448
0.1448	2.2445	1120	0.7401	0.5681	0.7401	0.8603
0.1448	2.2485	1122	0.8820	0.6110	0.8820	0.9392
0.1448	2.2525	1124	1.0807	0.6077	1.0807	1.0396
0.1448	2.2565	1126	1.0795	0.6077	1.0795	1.0390
0.1448	2.2605	1128	0.9505	0.5968	0.9505	0.9749
0.1448	2.2645	1130	0.9208	0.5773	0.9208	0.9596
0.1448	2.2685	1132	0.9045	0.5528	0.9045	0.9510
0.1448	2.2725	1134	0.8987	0.5528	0.8987	0.9480
0.1448	2.2766	1136	0.9817	0.6006	0.9817	0.9908
0.1448	2.2806	1138	1.0693	0.5015	1.0693	1.0341
0.1448	2.2846	1140	1.1715	0.4836	1.1715	1.0824
0.1448	2.2886	1142	1.1382	0.5114	1.1382	1.0669
0.1448	2.2926	1144	1.0237	0.4617	1.0237	1.0118
0.1448	2.2966	1146	0.9429	0.5623	0.9429	0.9710
0.1448	2.3006	1148	0.9637	0.5623	0.9637	0.9817
0.1448	2.3046	1150	0.9917	0.5623	0.9917	0.9958
0.1448	2.3086	1152	0.9412	0.5773	0.9412	0.9702
0.1448	2.3126	1154	0.8497	0.5921	0.8497	0.9218
0.1448	2.3166	1156	0.8438	0.5921	0.8438	0.9186
0.1448	2.3206	1158	0.9096	0.5773	0.9096	0.9537
0.1448	2.3246	1160	1.1373	0.5804	1.1373	1.0665
0.1448	2.3287	1162	1.3356	0.4523	1.3356	1.1557
0.1448	2.3327	1164	1.3477	0.4800	1.3477	1.1609
0.1448	2.3367	1166	1.1820	0.4986	1.1820	1.0872
0.1448	2.3407	1168	0.9810	0.5773	0.9810	0.9904
0.1448	2.3447	1170	0.9037	0.5773	0.9037	0.9506
0.1448	2.3487	1172	0.9290	0.5773	0.9290	0.9638
0.1448	2.3527	1174	1.0349	0.4771	1.0349	1.0173
0.1448	2.3567	1176	1.1051	0.4761	1.1051	1.0512
0.1448	2.3607	1178	1.1510	0.5479	1.1510	1.0729
0.1448	2.3647	1180	1.0769	0.5804	1.0769	1.0377
0.1448	2.3687	1182	0.9342	0.6168	0.9342	0.9666
0.1448	2.3727	1184	0.8467	0.5773	0.8467	0.9202
0.1448	2.3768	1186	0.8126	0.5921	0.8126	0.9014
0.1448	2.3808	1188	0.8362	0.5921	0.8362	0.9144
0.1448	2.3848	1190	0.8571	0.5773	0.8571	0.9258
0.1448	2.3888	1192	0.9774	0.5932	0.9774	0.9887
0.1448	2.3928	1194	1.0349	0.5422	1.0349	1.0173
0.1448	2.3968	1196	0.9817	0.5446	0.9817	0.9908
0.1448	2.4008	1198	0.9968	0.5446	0.9968	0.9984
0.1448	2.4048	1200	1.0481	0.5277	1.0481	1.0238
0.1448	2.4088	1202	1.0068	0.5277	1.0068	1.0034
0.1448	2.4128	1204	0.8830	0.6006	0.8830	0.9397
0.1448	2.4168	1206	0.7899	0.5714	0.7899	0.8887
0.1448	2.4208	1208	0.7478	0.5870	0.7478	0.8648
0.1448	2.4248	1210	0.7672	0.6195	0.7672	0.8759
0.1448	2.4289	1212	0.8828	0.6308	0.8828	0.9396
0.1448	2.4329	1214	0.9929	0.6196	0.9929	0.9965
0.1448	2.4369	1216	0.9563	0.5855	0.9563	0.9779
0.1448	2.4409	1218	0.8638	0.5921	0.8638	0.9294
0.1448	2.4449	1220	0.8174	0.5714	0.8174	0.9041
0.1448	2.4489	1222	0.8783	0.5557	0.8783	0.9372
0.1448	2.4529	1224	1.0235	0.5046	1.0235	1.0117
0.1448	2.4569	1226	1.1538	0.4868	1.1538	1.0742
0.1448	2.4609	1228	1.3512	0.4450	1.3512	1.1624
0.1448	2.4649	1230	1.4490	0.3913	1.4490	1.2037
0.1448	2.4689	1232	1.3629	0.4826	1.3629	1.1674
0.1448	2.4729	1234	1.1422	0.5277	1.1422	1.0687
0.1448	2.4770	1236	1.0295	0.5299	1.0295	1.0146
0.1448	2.4810	1238	1.0224	0.5422	1.0224	1.0112
0.1448	2.4850	1240	0.9327	0.5861	0.9327	0.9658
0.1448	2.4890	1242	0.8454	0.5773	0.8454	0.9194
0.1448	2.4930	1244	0.8470	0.6006	0.8470	0.9203
0.1448	2.4970	1246	0.7990	0.6173	0.7990	0.8939
0.1448	2.5010	1248	0.7557	0.6216	0.7557	0.8693
0.1448	2.5050	1250	0.7901	0.6390	0.7901	0.8889
0.1448	2.5090	1252	0.9067	0.5968	0.9067	0.9522
0.1448	2.5130	1254	0.9672	0.5512	0.9672	0.9835
0.1448	2.5170	1256	0.9348	0.5826	0.9348	0.9668
0.1448	2.5210	1258	0.8834	0.6006	0.8834	0.9399
0.1448	2.5251	1260	0.8284	0.6006	0.8284	0.9102
0.1448	2.5291	1262	0.7958	0.6150	0.7958	0.8921
0.1448	2.5331	1264	0.7928	0.6150	0.7928	0.8904
0.1448	2.5371	1266	0.7636	0.6710	0.7636	0.8738
0.1448	2.5411	1268	0.7494	0.676	0.7494	0.8657
0.1448	2.5451	1270	0.8165	0.6547	0.8165	0.9036
0.1448	2.5491	1272	0.8740	0.6414	0.8740	0.9349
0.1448	2.5531	1274	0.9781	0.5930	0.9781	0.9890
0.1448	2.5571	1276	1.0104	0.5299	1.0104	1.0052
0.1448	2.5611	1278	0.9815	0.5299	0.9815	0.9907
0.1448	2.5651	1280	0.9888	0.5299	0.9888	0.9944
0.1448	2.5691	1282	0.9696	0.5299	0.9696	0.9847
0.1448	2.5731	1284	0.9758	0.5299	0.9758	0.9878
0.1448	2.5772	1286	1.0232	0.5299	1.0232	1.0115
0.1448	2.5812	1288	1.0243	0.5446	1.0243	1.0121
0.1448	2.5852	1290	0.9280	0.5446	0.9280	0.9633
0.1448	2.5892	1292	0.8186	0.5528	0.8186	0.9047
0.1448	2.5932	1294	0.7834	0.5714	0.7834	0.8851
0.1448	2.5972	1296	0.7979	0.5714	0.7979	0.8932
0.1448	2.6012	1298	0.8620	0.5678	0.8620	0.9284
0.1448	2.6052	1300	0.9009	0.5538	0.9009	0.9491
0.1448	2.6092	1302	0.9296	0.5698	0.9296	0.9642
0.1448	2.6132	1304	0.9793	0.5570	0.9793	0.9896
0.1448	2.6172	1306	0.9165	0.5299	0.9165	0.9573
0.1448	2.6212	1308	0.8127	0.4952	0.8127	0.9015
0.1448	2.6253	1310	0.7752	0.5833	0.7752	0.8805
0.1448	2.6293	1312	0.7966	0.6294	0.7966	0.8925
0.1448	2.6333	1314	0.7808	0.6294	0.7808	0.8837
0.1448	2.6373	1316	0.7633	0.625	0.7633	0.8737
0.1448	2.6413	1318	0.7431	0.6679	0.7431	0.8620
0.1448	2.6453	1320	0.6790	0.6679	0.6790	0.8240
0.1448	2.6493	1322	0.6594	0.6548	0.6594	0.8120
0.1448	2.6533	1324	0.6587	0.6548	0.6587	0.8116
0.1448	2.6573	1326	0.7040	0.65	0.7040	0.8391
0.1448	2.6613	1328	0.7891	0.6365	0.7891	0.8883
0.1448	2.6653	1330	0.8764	0.6110	0.8764	0.9362
0.1448	2.6693	1332	0.8824	0.6110	0.8824	0.9394
0.1448	2.6733	1334	0.8336	0.6110	0.8336	0.9130
0.1448	2.6774	1336	0.8165	0.6110	0.8165	0.9036
0.1448	2.6814	1338	0.8538	0.5861	0.8538	0.9240
0.1448	2.6854	1340	0.9580	0.5714	0.9580	0.9788
0.1448	2.6894	1342	0.9800	0.5422	0.9800	0.9899
0.1448	2.6934	1344	0.9155	0.6240	0.9155	0.9568
0.1448	2.6974	1346	0.7841	0.625	0.7841	0.8855
0.1448	2.7014	1348	0.7565	0.6434	0.7565	0.8698
0.1448	2.7054	1350	0.8036	0.6168	0.8036	0.8964
0.1448	2.7094	1352	0.7518	0.6390	0.7518	0.8671
0.1448	2.7134	1354	0.7345	0.6216	0.7345	0.8570
0.1448	2.7174	1356	0.7943	0.6110	0.7943	0.8912
0.1448	2.7214	1358	0.8367	0.6110	0.8367	0.9147
0.1448	2.7255	1360	0.9095	0.6329	0.9095	0.9537
0.1448	2.7295	1362	0.9459	0.6329	0.9459	0.9726
0.1448	2.7335	1364	0.9739	0.6329	0.9739	0.9869
0.1448	2.7375	1366	0.9255	0.6281	0.9255	0.9620
0.1448	2.7415	1368	0.8483	0.5885	0.8483	0.9211
0.1448	2.7455	1370	0.7982	0.6069	0.7982	0.8934
0.1448	2.7495	1372	0.7974	0.5807	0.7974	0.8930
0.1448	2.7535	1374	0.8839	0.5623	0.8839	0.9402
0.1448	2.7575	1376	1.0496	0.5244	1.0496	1.0245
0.1448	2.7615	1378	1.2002	0.5294	1.2002	1.0955
0.1448	2.7655	1380	1.2480	0.5294	1.2480	1.1171
0.1448	2.7695	1382	1.1553	0.4936	1.1553	1.0748
0.1448	2.7735	1384	0.9737	0.5565	0.9737	0.9868
0.1448	2.7776	1386	0.7537	0.5960	0.7537	0.8681
0.1448	2.7816	1388	0.6546	0.6560	0.6546	0.8091
0.1448	2.7856	1390	0.6322	0.6433	0.6322	0.7951
0.1448	2.7896	1392	0.6815	0.6362	0.6815	0.8255
0.1448	2.7936	1394	0.8309	0.6390	0.8309	0.9115
0.1448	2.7976	1396	0.9735	0.5622	0.9735	0.9867
0.1448	2.8016	1398	1.0035	0.5538	1.0035	1.0018
0.1448	2.8056	1400	1.0131	0.5538	1.0131	1.0065
0.1448	2.8096	1402	0.9021	0.5861	0.9021	0.9498
0.1448	2.8136	1404	0.7837	0.5960	0.7837	0.8853
0.1448	2.8176	1406	0.7419	0.5714	0.7419	0.8613
0.1448	2.8216	1408	0.6955	0.6155	0.6955	0.8340
0.1448	2.8257	1410	0.7081	0.6155	0.7081	0.8415
0.1448	2.8297	1412	0.8203	0.6301	0.8203	0.9057
0.1448	2.8337	1414	1.0246	0.6301	1.0246	1.0122
0.1448	2.8377	1416	1.1382	0.5678	1.1382	1.0669
0.1448	2.8417	1418	1.1335	0.6006	1.1335	1.0646
0.1448	2.8457	1420	1.0476	0.6127	1.0476	1.0235
0.1448	2.8497	1422	0.9223	0.6110	0.9223	0.9604
0.1448	2.8537	1424	0.9171	0.6110	0.9171	0.9576
0.1448	2.8577	1426	0.9705	0.6110	0.9705	0.9851
0.1448	2.8617	1428	1.0209	0.5968	1.0209	1.0104
0.1448	2.8657	1430	1.0074	0.5968	1.0074	1.0037
0.1448	2.8697	1432	0.9714	0.55	0.9714	0.9856
0.1448	2.8737	1434	0.9601	0.5528	0.9601	0.9798
0.1448	2.8778	1436	0.9036	0.5681	0.9036	0.9506
0.1448	2.8818	1438	0.8967	0.5681	0.8967	0.9469
0.1448	2.8858	1440	0.9544	0.5650	0.9544	0.9769
0.1448	2.8898	1442	1.0099	0.5920	1.0099	1.0049
0.1448	2.8938	1444	0.9913	0.5817	0.9913	0.9957
0.1448	2.8978	1446	0.9461	0.5399	0.9461	0.9727
0.1448	2.9018	1448	0.9282	0.5399	0.9282	0.9634
0.1448	2.9058	1450	0.9319	0.5374	0.9319	0.9653
0.1448	2.9098	1452	0.9230	0.5374	0.9230	0.9608
0.1448	2.9138	1454	0.8522	0.5681	0.8522	0.9232
0.1448	2.9178	1456	0.7656	0.5985	0.7656	0.8750
0.1448	2.9218	1458	0.7799	0.5946	0.7799	0.8831
0.1448	2.9259	1460	0.8523	0.6390	0.8523	0.9232
0.1448	2.9299	1462	0.9879	0.5898	0.9879	0.9939
0.1448	2.9339	1464	1.0563	0.5803	1.0563	1.0277
0.1448	2.9379	1466	1.0180	0.5512	1.0180	1.0090
0.1448	2.9419	1468	0.9723	0.5755	0.9723	0.9860
0.1448	2.9459	1470	0.8871	0.6070	0.8871	0.9419
0.1448	2.9499	1472	0.8291	0.625	0.8291	0.9105
0.1448	2.9539	1474	0.7777	0.6616	0.7777	0.8819
0.1448	2.9579	1476	0.8091	0.6480	0.8091	0.8995
0.1448	2.9619	1478	0.9332	0.5785	0.9332	0.9660
0.1448	2.9659	1480	1.0518	0.6002	1.0518	1.0256
0.1448	2.9699	1482	1.0516	0.6002	1.0516	1.0255
0.1448	2.9739	1484	0.9515	0.5984	0.9515	0.9754
0.1448	2.9780	1486	0.8216	0.6434	0.8216	0.9064
0.1448	2.9820	1488	0.8100	0.6480	0.8100	0.9000
0.1448	2.9860	1490	0.8290	0.6301	0.8290	0.9105
0.1448	2.9900	1492	0.9155	0.6033	0.9155	0.9568
0.1448	2.9940	1494	1.0241	0.5755	1.0241	1.0120
0.1448	2.9980	1496	1.0098	0.5755	1.0098	1.0049
0.1448	3.0020	1498	0.8995	0.6070	0.8995	0.9484
0.1001	3.0060	1500	0.7452	0.6410	0.7452	0.8633
0.1001	3.0100	1502	0.6900	0.6239	0.6900	0.8307
0.1001	3.0140	1504	0.7102	0.6239	0.7102	0.8427
0.1001	3.0180	1506	0.7982	0.5885	0.7982	0.8934
0.1001	3.0220	1508	0.8393	0.5623	0.8393	0.9162
0.1001	3.0261	1510	0.9057	0.5826	0.9057	0.9517
0.1001	3.0301	1512	1.0031	0.6163	1.0031	1.0016
0.1001	3.0341	1514	1.0462	0.5865	1.0462	1.0229
0.1001	3.0381	1516	0.9710	0.6033	0.9710	0.9854
0.1001	3.0421	1518	0.8594	0.6070	0.8594	0.9270
0.1001	3.0461	1520	0.8651	0.6033	0.8651	0.9301
0.1001	3.0501	1522	0.8230	0.6070	0.8230	0.9072
0.1001	3.0541	1524	0.7387	0.6390	0.7387	0.8595
0.1001	3.0581	1526	0.7342	0.6345	0.7342	0.8569
0.1001	3.0621	1528	0.8419	0.6033	0.8419	0.9175
0.1001	3.0661	1530	0.8714	0.6033	0.8714	0.9335
0.1001	3.0701	1532	0.8678	0.6033	0.8678	0.9316
0.1001	3.0741	1534	0.9178	0.6092	0.9178	0.9580
0.1001	3.0782	1536	0.9287	0.5623	0.9287	0.9637
0.1001	3.0822	1538	0.9767	0.5623	0.9767	0.9883
0.1001	3.0862	1540	1.0520	0.5653	1.0520	1.0257
0.1001	3.0902	1542	1.1091	0.4846	1.1091	1.0531
0.1001	3.0942	1544	1.0842	0.4857	1.0842	1.0413
0.1001	3.0982	1546	0.9974	0.5683	0.9974	0.9987
0.1001	3.1022	1548	0.8591	0.5399	0.8591	0.9269
0.1001	3.1062	1550	0.7227	0.5741	0.7227	0.8501
0.1001	3.1102	1552	0.6458	0.6179	0.6458	0.8036
0.1001	3.1142	1554	0.6415	0.6179	0.6415	0.8009
0.1001	3.1182	1556	0.6993	0.5741	0.6993	0.8363
0.1001	3.1222	1558	0.8641	0.5951	0.8641	0.9296
0.1001	3.1263	1560	1.0634	0.5678	1.0634	1.0312
0.1001	3.1303	1562	1.1515	0.5575	1.1515	1.0731
0.1001	3.1343	1564	1.0847	0.5955	1.0847	1.0415
0.1001	3.1383	1566	0.9320	0.6048	0.9320	0.9654
0.1001	3.1423	1568	0.7854	0.5399	0.7854	0.8862
0.1001	3.1463	1570	0.7054	0.5741	0.7054	0.8399
0.1001	3.1503	1572	0.6838	0.5741	0.6838	0.8269
0.1001	3.1543	1574	0.6913	0.5741	0.6913	0.8314
0.1001	3.1583	1576	0.7409	0.5833	0.7409	0.8608
0.1001	3.1623	1578	0.8687	0.6110	0.8687	0.9320
0.1001	3.1663	1580	1.0527	0.5774	1.0527	1.0260
0.1001	3.1703	1582	1.1535	0.5845	1.1535	1.0740
0.1001	3.1743	1584	1.1088	0.5955	1.1088	1.0530
0.1001	3.1784	1586	0.9877	0.5898	0.9877	0.9938
0.1001	3.1824	1588	0.8287	0.5921	0.8287	0.9103
0.1001	3.1864	1590	0.7108	0.5985	0.7108	0.8431
0.1001	3.1904	1592	0.6721	0.5985	0.6721	0.8198
0.1001	3.1944	1594	0.6863	0.5985	0.6863	0.8284
0.1001	3.1984	1596	0.7618	0.6173	0.7618	0.8728
0.1001	3.2024	1598	0.8708	0.625	0.8708	0.9332
0.1001	3.2064	1600	0.8916	0.6110	0.8916	0.9442
0.1001	3.2104	1602	0.8733	0.625	0.8733	0.9345
0.1001	3.2144	1604	0.8424	0.625	0.8424	0.9178
0.1001	3.2184	1606	0.8421	0.625	0.8421	0.9176
0.1001	3.2224	1608	0.8258	0.6390	0.8258	0.9087
0.1001	3.2265	1610	0.8249	0.6390	0.8249	0.9082
0.1001	3.2305	1612	0.8443	0.6680	0.8443	0.9189
0.1001	3.2345	1614	0.8030	0.6680	0.8030	0.8961
0.1001	3.2385	1616	0.7874	0.6680	0.7874	0.8873
0.1001	3.2425	1618	0.7236	0.6616	0.7236	0.8507
0.1001	3.2465	1620	0.6722	0.65	0.6722	0.8198
0.1001	3.2505	1622	0.6833	0.65	0.6833	0.8266
0.1001	3.2545	1624	0.7385	0.6616	0.7385	0.8594
0.1001	3.2585	1626	0.7299	0.6616	0.7299	0.8543
0.1001	3.2625	1628	0.7289	0.6616	0.7289	0.8537
0.1001	3.2665	1630	0.6871	0.6884	0.6871	0.8289
0.1001	3.2705	1632	0.6561	0.7017	0.6561	0.8100
0.1001	3.2745	1634	0.6804	0.7	0.6804	0.8249
0.1001	3.2786	1636	0.6961	0.7	0.6961	0.8343
0.1001	3.2826	1638	0.7735	0.6616	0.7735	0.8795
0.1001	3.2866	1640	0.8069	0.6390	0.8069	0.8983
0.1001	3.2906	1642	0.7900	0.6390	0.7900	0.8888
0.1001	3.2946	1644	0.8003	0.6029	0.8003	0.8946
0.1001	3.2986	1646	0.7757	0.6173	0.7757	0.8807
0.1001	3.3026	1648	0.7955	0.5921	0.7955	0.8919
0.1001	3.3066	1650	0.8162	0.5921	0.8162	0.9034
0.1001	3.3106	1652	0.8839	0.6087	0.8839	0.9401
0.1001	3.3146	1654	0.9806	0.6315	0.9806	0.9903
0.1001	3.3186	1656	0.9970	0.6513	0.9970	0.9985
0.1001	3.3226	1658	0.9240	0.6769	0.9240	0.9612
0.1001	3.3267	1660	0.7899	0.6812	0.7899	0.8888
0.1001	3.3307	1662	0.6454	0.6410	0.6454	0.8034
0.1001	3.3347	1664	0.5514	0.6974	0.5514	0.7426
0.1001	3.3387	1666	0.5283	0.7376	0.5283	0.7268
0.1001	3.3427	1668	0.5324	0.7376	0.5324	0.7297
0.1001	3.3467	1670	0.5602	0.6974	0.5602	0.7485
0.1001	3.3507	1672	0.6314	0.7525	0.6314	0.7946
0.1001	3.3547	1674	0.7546	0.6636	0.7546	0.8687
0.1001	3.3587	1676	0.7833	0.6447	0.7833	0.8850
0.1001	3.3627	1678	0.7381	0.6602	0.7381	0.8591
0.1001	3.3667	1680	0.6919	0.6271	0.6919	0.8318
0.1001	3.3707	1682	0.6782	0.6293	0.6782	0.8236
0.1001	3.3747	1684	0.6844	0.6293	0.6844	0.8273
0.1001	3.3788	1686	0.6834	0.6293	0.6834	0.8267
0.1001	3.3828	1688	0.6734	0.6293	0.6734	0.8206
0.1001	3.3868	1690	0.6844	0.6293	0.6844	0.8273
0.1001	3.3908	1692	0.7108	0.6410	0.7108	0.8431
0.1001	3.3948	1694	0.7822	0.7	0.7822	0.8844
0.1001	3.3988	1696	0.7818	0.6732	0.7818	0.8842
0.1001	3.4028	1698	0.7436	0.6616	0.7436	0.8623
0.1001	3.4068	1700	0.7349	0.6529	0.7349	0.8573
0.1001	3.4108	1702	0.7651	0.6597	0.7651	0.8747
0.1001	3.4148	1704	0.8657	0.6228	0.8657	0.9304
0.1001	3.4188	1706	0.9569	0.5762	0.9569	0.9782
0.1001	3.4228	1708	0.9306	0.5762	0.9306	0.9647
0.1001	3.4269	1710	0.8409	0.6461	0.8409	0.9170
0.1001	3.4309	1712	0.7739	0.6597	0.7739	0.8797
0.1001	3.4349	1714	0.6503	0.6618	0.6503	0.8064
0.1001	3.4389	1716	0.5893	0.6405	0.5893	0.7676
0.1001	3.4429	1718	0.5660	0.6549	0.5660	0.7523
0.1001	3.4469	1720	0.5958	0.6405	0.5958	0.7719
0.1001	3.4509	1722	0.6821	0.6431	0.6821	0.8259
0.1001	3.4549	1724	0.8039	0.6597	0.8039	0.8966
0.1001	3.4589	1726	0.8420	0.6872	0.8420	0.9176
0.1001	3.4629	1728	0.7855	0.6872	0.7855	0.8863
0.1001	3.4669	1730	0.6753	0.6431	0.6753	0.8218
0.1001	3.4709	1732	0.5975	0.6549	0.5975	0.7730
0.1001	3.4749	1734	0.5764	0.6956	0.5764	0.7592
0.1001	3.4790	1736	0.5835	0.6549	0.5835	0.7639
0.1001	3.4830	1738	0.6403	0.6009	0.6403	0.8002
0.1001	3.4870	1740	0.7354	0.5921	0.7354	0.8575
0.1001	3.4910	1742	0.8515	0.6150	0.8515	0.9228
0.1001	3.4950	1744	0.9755	0.5762	0.9755	0.9877
0.1001	3.4990	1746	1.0030	0.5762	1.0030	1.0015
0.1001	3.5030	1748	0.9708	0.6087	0.9708	0.9853
0.1001	3.5070	1750	0.9379	0.5861	0.9379	0.9685
0.1001	3.5110	1752	0.8610	0.6150	0.8610	0.9279
0.1001	3.5150	1754	0.8397	0.6150	0.8397	0.9164
0.1001	3.5190	1756	0.8849	0.6150	0.8849	0.9407
0.1001	3.5230	1758	0.9352	0.5932	0.9352	0.9670
0.1001	3.5271	1760	0.9613	0.5997	0.9613	0.9804
0.1001	3.5311	1762	0.8930	0.6168	0.8930	0.9450
0.1001	3.5351	1764	0.7871	0.6390	0.7871	0.8872
0.1001	3.5391	1766	0.6859	0.6076	0.6859	0.8282
0.1001	3.5431	1768	0.6689	0.6116	0.6689	0.8178
0.1001	3.5471	1770	0.6865	0.6076	0.6865	0.8286
0.1001	3.5511	1772	0.7585	0.6616	0.7585	0.8709
0.1001	3.5551	1774	0.7997	0.6390	0.7997	0.8943
0.1001	3.5591	1776	0.7803	0.6390	0.7803	0.8833
0.1001	3.5631	1778	0.7871	0.6173	0.7871	0.8872
0.1001	3.5671	1780	0.7455	0.6173	0.7455	0.8634
0.1001	3.5711	1782	0.7236	0.5985	0.7236	0.8507
0.1001	3.5752	1784	0.6820	0.6135	0.6820	0.8258
0.1001	3.5792	1786	0.6756	0.6009	0.6756	0.8219
0.1001	3.5832	1788	0.7084	0.6135	0.7084	0.8416
0.1001	3.5872	1790	0.7587	0.5985	0.7587	0.8710
0.1001	3.5912	1792	0.7780	0.5833	0.7780	0.8820
0.1001	3.5952	1794	0.8086	0.6345	0.8086	0.8992
0.1001	3.5992	1796	0.7952	0.6480	0.7952	0.8917
0.1001	3.6032	1798	0.7473	0.6384	0.7473	0.8645
0.1001	3.6072	1800	0.6712	0.6139	0.6712	0.8192
0.1001	3.6112	1802	0.6461	0.6139	0.6461	0.8038
0.1001	3.6152	1804	0.6697	0.6261	0.6697	0.8183
0.1001	3.6192	1806	0.7500	0.6135	0.7500	0.8660
0.1001	3.6232	1808	0.8800	0.6208	0.8800	0.9381
0.1001	3.6273	1810	1.0155	0.6438	1.0155	1.0077
0.1001	3.6313	1812	1.0813	0.5942	1.0813	1.0399
0.1001	3.6353	1814	1.0420	0.6220	1.0420	1.0208
0.1001	3.6393	1816	0.9332	0.5446	0.9332	0.9660
0.1001	3.6433	1818	0.8322	0.5240	0.8322	0.9123
0.1001	3.6473	1820	0.7698	0.5833	0.7698	0.8774
0.1001	3.6513	1822	0.6949	0.5985	0.6949	0.8336
0.1001	3.6553	1824	0.6606	0.5896	0.6606	0.8128
0.1001	3.6593	1826	0.6691	0.5985	0.6691	0.8180
0.1001	3.6633	1828	0.7010	0.5985	0.7010	0.8373
0.1001	3.6673	1830	0.7035	0.5985	0.7035	0.8387
0.1001	3.6713	1832	0.7442	0.5985	0.7442	0.8627
0.1001	3.6754	1834	0.8206	0.5623	0.8206	0.9059
0.1001	3.6794	1836	0.8487	0.5623	0.8487	0.9212
0.1001	3.6834	1838	0.8728	0.5446	0.8728	0.9342
0.1001	3.6874	1840	0.9084	0.5683	0.9084	0.9531
0.1001	3.6914	1842	0.9457	0.5909	0.9457	0.9725
0.1001	3.6954	1844	0.9315	0.5909	0.9315	0.9651
0.1001	3.6994	1846	0.8944	0.5909	0.8944	0.9457
0.1001	3.7034	1848	0.8050	0.5773	0.8050	0.8972
0.1001	3.7074	1850	0.7258	0.6173	0.7258	0.8519
0.1001	3.7114	1852	0.6720	0.6216	0.6720	0.8198
0.1001	3.7154	1854	0.6325	0.6618	0.6325	0.7953
0.1001	3.7194	1856	0.5773	0.6569	0.5773	0.7598
0.1001	3.7234	1858	0.5606	0.7376	0.5606	0.7487
0.1001	3.7275	1860	0.5763	0.6569	0.5763	0.7591
0.1001	3.7315	1862	0.6048	0.6405	0.6048	0.7777
0.1001	3.7355	1864	0.6577	0.5859	0.6577	0.8110
0.1001	3.7395	1866	0.7116	0.5921	0.7116	0.8435
0.1001	3.7435	1868	0.7280	0.5921	0.7280	0.8532
0.1001	3.7475	1870	0.7084	0.5681	0.7084	0.8416
0.1001	3.7515	1872	0.7288	0.5714	0.7288	0.8537
0.1001	3.7555	1874	0.7823	0.5528	0.7823	0.8845
0.1001	3.7595	1876	0.8670	0.5623	0.8670	0.9311
0.1001	3.7635	1878	0.8984	0.5714	0.8984	0.9478
0.1001	3.7675	1880	0.8734	0.5473	0.8734	0.9346
0.1001	3.7715	1882	0.8936	0.5714	0.8936	0.9453
0.1001	3.7756	1884	0.8639	0.5861	0.8639	0.9294
0.1001	3.7796	1886	0.7933	0.5528	0.7933	0.8907
0.1001	3.7836	1888	0.7496	0.5946	0.7496	0.8658
0.1001	3.7876	1890	0.7575	0.5798	0.7575	0.8704
0.1001	3.7916	1892	0.8327	0.625	0.8327	0.9125
0.1001	3.7956	1894	0.8900	0.5968	0.8900	0.9434
0.1001	3.7996	1896	0.9643	0.5909	0.9643	0.9820
0.1001	3.8036	1898	0.9666	0.6146	0.9666	0.9831
0.1001	3.8076	1900	0.8711	0.625	0.8711	0.9333
0.1001	3.8116	1902	0.7525	0.6173	0.7525	0.8675
0.1001	3.8156	1904	0.7054	0.6195	0.7054	0.8399
0.1001	3.8196	1906	0.7267	0.6410	0.7267	0.8525
0.1001	3.8236	1908	0.7820	0.6271	0.7820	0.8843
0.1001	3.8277	1910	0.7961	0.6390	0.7961	0.8922
0.1001	3.8317	1912	0.7414	0.6410	0.7414	0.8611
0.1001	3.8357	1914	0.6834	0.5848	0.6834	0.8267
0.1001	3.8397	1916	0.6826	0.5848	0.6826	0.8262
0.1001	3.8437	1918	0.7048	0.5970	0.7048	0.8395
0.1001	3.8477	1920	0.7421	0.6316	0.7421	0.8615
0.1001	3.8517	1922	0.8053	0.625	0.8053	0.8974
0.1001	3.8557	1924	0.8710	0.5861	0.8710	0.9333
0.1001	3.8597	1926	0.9151	0.5683	0.9151	0.9566
0.1001	3.8637	1928	0.9549	0.5683	0.9549	0.9772
0.1001	3.8677	1930	0.9346	0.5714	0.9346	0.9667
0.1001	3.8717	1932	0.8479	0.5861	0.8479	0.9208
0.1001	3.8758	1934	0.7578	0.5528	0.7578	0.8705
0.1001	3.8798	1936	0.7073	0.6135	0.7073	0.8410
0.1001	3.8838	1938	0.6855	0.6135	0.6855	0.8279
0.1001	3.8878	1940	0.7068	0.6093	0.7068	0.8407
0.1001	3.8918	1942	0.7780	0.6390	0.7780	0.8820
0.1001	3.8958	1944	0.8124	0.6390	0.8124	0.9013
0.1001	3.8998	1946	0.8374	0.6457	0.8374	0.9151
0.1001	3.9038	1948	0.8478	0.6457	0.8478	0.9207
0.1001	3.9078	1950	0.8192	0.5885	0.8192	0.9051
0.1001	3.9118	1952	0.7849	0.6029	0.7849	0.8860
0.1001	3.9158	1954	0.8022	0.5623	0.8022	0.8956
0.1001	3.9198	1956	0.7938	0.5623	0.7938	0.8910
0.1001	3.9238	1958	0.7961	0.5773	0.7961	0.8922
0.1001	3.9279	1960	0.7983	0.5773	0.7983	0.8935
0.1001	3.9319	1962	0.7975	0.6168	0.7975	0.8930
0.1001	3.9359	1964	0.8473	0.6168	0.8473	0.9205
0.1001	3.9399	1966	0.8937	0.6232	0.8937	0.9454
0.1001	3.9439	1968	0.8575	0.6371	0.8575	0.9260
0.1001	3.9479	1970	0.8074	0.6168	0.8074	0.8985
0.1001	3.9519	1972	0.7551	0.6168	0.7551	0.8690
0.1001	3.9559	1974	0.7010	0.6173	0.7010	0.8372
0.1001	3.9599	1976	0.7024	0.6229	0.7024	0.8381
0.1001	3.9639	1978	0.6931	0.6173	0.6931	0.8325
0.1001	3.9679	1980	0.6444	0.6686	0.6444	0.8027
0.1001	3.9719	1982	0.6457	0.6478	0.6457	0.8036
0.1001	3.9760	1984	0.6705	0.6337	0.6705	0.8189
0.1001	3.9800	1986	0.7037	0.6195	0.7037	0.8388
0.1001	3.9840	1988	0.7811	0.6029	0.7811	0.8838
0.1001	3.9880	1990	0.9161	0.5898	0.9161	0.9571
0.1001	3.9920	1992	1.0199	0.5762	1.0199	1.0099
0.1001	3.9960	1994	1.0922	0.5762	1.0922	1.0451
0.1001	4.0	1996	1.1190	0.5683	1.1190	1.0578
0.1001	4.0040	1998	1.0842	0.5683	1.0842	1.0413
0.0819	4.0080	2000	1.0169	0.5473	1.0169	1.0084
0.0819	4.0120	2002	0.9651	0.4952	0.9651	0.9824
0.0819	4.0160	2004	0.9378	0.4952	0.9378	0.9684
0.0819	4.0200	2006	0.9504	0.5374	0.9504	0.9749
0.0819	4.0240	2008	0.9868	0.5826	0.9868	0.9934
0.0819	4.0281	2010	0.9916	0.5898	0.9916	0.9958
0.0819	4.0321	2012	0.9493	0.6329	0.9493	0.9743
0.0819	4.0361	2014	0.9142	0.6070	0.9142	0.9561
0.0819	4.0401	2016	0.8660	0.6006	0.8660	0.9306
0.0819	4.0441	2018	0.8576	0.6006	0.8576	0.9260
0.0819	4.0481	2020	0.8652	0.6006	0.8652	0.9302
0.0819	4.0521	2022	0.8390	0.6006	0.8390	0.9160
0.0819	4.0561	2024	0.8378	0.6006	0.8378	0.9153
0.0819	4.0601	2026	0.8267	0.6006	0.8267	0.9093
0.0819	4.0641	2028	0.8254	0.6006	0.8254	0.9085
0.0819	4.0681	2030	0.8119	0.6006	0.8119	0.9011
0.0819	4.0721	2032	0.7942	0.625	0.7942	0.8912
0.0819	4.0762	2034	0.7978	0.625	0.7978	0.8932
0.0819	4.0802	2036	0.8365	0.6006	0.8365	0.9146
0.0819	4.0842	2038	0.8175	0.6006	0.8175	0.9041
0.0819	4.0882	2040	0.8040	0.5557	0.8040	0.8967
0.0819	4.0922	2042	0.7942	0.5557	0.7942	0.8912
0.0819	4.0962	2044	0.8292	0.5399	0.8292	0.9106
0.0819	4.1002	2046	0.8970	0.5861	0.8970	0.9471
0.0819	4.1042	2048	0.9793	0.5714	0.9793	0.9896
0.0819	4.1082	2050	0.9974	0.5875	0.9974	0.9987
0.0819	4.1122	2052	1.0205	0.6231	1.0205	1.0102
0.0819	4.1162	2054	0.9771	0.6395	0.9771	0.9885
0.0819	4.1202	2056	0.8849	0.6110	0.8849	0.9407
0.0819	4.1242	2058	0.7675	0.6029	0.7675	0.8761
0.0819	4.1283	2060	0.7064	0.5985	0.7064	0.8405
0.0819	4.1323	2062	0.6893	0.6135	0.6893	0.8303
0.0819	4.1363	2064	0.7051	0.6135	0.7051	0.8397
0.0819	4.1403	2066	0.7747	0.6029	0.7747	0.8802
0.0819	4.1443	2068	0.8572	0.6324	0.8572	0.9259
0.0819	4.1483	2070	0.9233	0.6289	0.9233	0.9609
0.0819	4.1523	2072	0.9356	0.6289	0.9356	0.9672
0.0819	4.1563	2074	0.8775	0.5861	0.8775	0.9367
0.0819	4.1603	2076	0.8380	0.5773	0.8380	0.9154
0.0819	4.1643	2078	0.8423	0.5773	0.8423	0.9178
0.0819	4.1683	2080	0.8396	0.6006	0.8396	0.9163
0.0819	4.1723	2082	0.8109	0.5773	0.8109	0.9005
0.0819	4.1764	2084	0.7672	0.5960	0.7672	0.8759
0.0819	4.1804	2086	0.7136	0.5870	0.7136	0.8447
0.0819	4.1844	2088	0.6768	0.5870	0.6768	0.8227
0.0819	4.1884	2090	0.6642	0.6135	0.6642	0.8150
0.0819	4.1924	2092	0.6897	0.6135	0.6897	0.8305
0.0819	4.1964	2094	0.7650	0.6069	0.7650	0.8747
0.0819	4.2004	2096	0.8820	0.6006	0.8820	0.9392
0.0819	4.2044	2098	0.9349	0.6477	0.9349	0.9669
0.0819	4.2084	2100	0.9388	0.6477	0.9388	0.9689
0.0819	4.2124	2102	0.9090	0.6395	0.9090	0.9534
0.0819	4.2164	2104	0.8779	0.6006	0.8779	0.9370
0.0819	4.2204	2106	0.8292	0.625	0.8292	0.9106
0.0819	4.2244	2108	0.7480	0.6069	0.7480	0.8649
0.0819	4.2285	2110	0.6713	0.6135	0.6713	0.8193
0.0819	4.2325	2112	0.6574	0.6135	0.6574	0.8108
0.0819	4.2365	2114	0.6812	0.6362	0.6812	0.8254
0.0819	4.2405	2116	0.7285	0.6362	0.7285	0.8535
0.0819	4.2445	2118	0.7493	0.6216	0.7493	0.8656
0.0819	4.2485	2120	0.7079	0.6362	0.7079	0.8414
0.0819	4.2525	2122	0.7021	0.5985	0.7021	0.8379
0.0819	4.2565	2124	0.7272	0.5985	0.7272	0.8528
0.0819	4.2605	2126	0.7608	0.6069	0.7608	0.8723
0.0819	4.2645	2128	0.7564	0.6069	0.7564	0.8697
0.0819	4.2685	2130	0.7662	0.6069	0.7662	0.8753
0.0819	4.2725	2132	0.7629	0.5833	0.7629	0.8735
0.0819	4.2766	2134	0.7805	0.6069	0.7805	0.8835
0.0819	4.2806	2136	0.7864	0.6069	0.7864	0.8868
0.0819	4.2846	2138	0.8425	0.5921	0.8425	0.9179
0.0819	4.2886	2140	0.8596	0.6324	0.8596	0.9272
0.0819	4.2926	2142	0.8175	0.6294	0.8175	0.9042
0.0819	4.2966	2144	0.7804	0.6216	0.7804	0.8834
0.0819	4.3006	2146	0.7110	0.6362	0.7110	0.8432
0.0819	4.3046	2148	0.6817	0.6384	0.6817	0.8257
0.0819	4.3086	2150	0.6776	0.6384	0.6776	0.8232
0.0819	4.3126	2152	0.6618	0.6261	0.6618	0.8135
0.0819	4.3166	2154	0.6693	0.6261	0.6693	0.8181
0.0819	4.3206	2156	0.6936	0.6135	0.6936	0.8328
0.0819	4.3246	2158	0.7295	0.6135	0.7295	0.8541
0.0819	4.3287	2160	0.7708	0.5985	0.7708	0.8780
0.0819	4.3327	2162	0.8604	0.5714	0.8604	0.9276
0.0819	4.3367	2164	0.9900	0.5539	0.9900	0.9950
0.0819	4.3407	2166	1.0709	0.4857	1.0709	1.0348
0.0819	4.3447	2168	1.0874	0.4857	1.0874	1.0428
0.0819	4.3487	2170	1.0673	0.4880	1.0673	1.0331
0.0819	4.3527	2172	1.0095	0.5299	1.0095	1.0047
0.0819	4.3567	2174	0.9107	0.5240	0.9107	0.9543
0.0819	4.3607	2176	0.8433	0.5240	0.8433	0.9183
0.0819	4.3647	2178	0.7910	0.5399	0.7910	0.8894
0.0819	4.3687	2180	0.7475	0.5833	0.7475	0.8646
0.0819	4.3727	2182	0.7222	0.6135	0.7222	0.8498
0.0819	4.3768	2184	0.6946	0.6009	0.6946	0.8334
0.0819	4.3808	2186	0.6941	0.6009	0.6941	0.8331
0.0819	4.3848	2188	0.7043	0.6135	0.7043	0.8392
0.0819	4.3888	2190	0.7289	0.6135	0.7289	0.8538
0.0819	4.3928	2192	0.7770	0.652	0.7770	0.8815
0.0819	4.3968	2194	0.8123	0.6584	0.8123	0.9013
0.0819	4.4008	2196	0.8535	0.6617	0.8535	0.9238
0.0819	4.4048	2198	0.8320	0.6584	0.8320	0.9121
0.0819	4.4088	2200	0.8295	0.625	0.8295	0.9108
0.0819	4.4128	2202	0.7937	0.625	0.7937	0.8909
0.0819	4.4168	2204	0.7777	0.6390	0.7777	0.8819
0.0819	4.4208	2206	0.7548	0.6390	0.7548	0.8688
0.0819	4.4248	2208	0.7309	0.5946	0.7309	0.8549
0.0819	4.4289	2210	0.7066	0.6135	0.7066	0.8406
0.0819	4.4329	2212	0.7077	0.6316	0.7077	0.8413
0.0819	4.4369	2214	0.7169	0.6529	0.7169	0.8467
0.0819	4.4409	2216	0.6881	0.6548	0.6881	0.8295
0.0819	4.4449	2218	0.7125	0.6548	0.7125	0.8441
0.0819	4.4489	2220	0.7414	0.6173	0.7414	0.8611
0.0819	4.4529	2222	0.7915	0.6390	0.7915	0.8896
0.0819	4.4569	2224	0.8390	0.6662	0.8390	0.9160
0.0819	4.4609	2226	0.8180	0.6662	0.8180	0.9044
0.0819	4.4649	2228	0.7530	0.675	0.7530	0.8678
0.0819	4.4689	2230	0.6840	0.6384	0.6840	0.8270
0.0819	4.4729	2232	0.6697	0.6384	0.6697	0.8184
0.0819	4.4770	2234	0.6955	0.6384	0.6955	0.8340
0.0819	4.4810	2236	0.7505	0.6365	0.7505	0.8663
0.0819	4.4850	2238	0.7535	0.6132	0.7535	0.8681
0.0819	4.4890	2240	0.7787	0.6132	0.7787	0.8824
0.0819	4.4930	2242	0.8141	0.6132	0.8141	0.9023
0.0819	4.4970	2244	0.8465	0.5850	0.8465	0.9200
0.0819	4.5010	2246	0.8199	0.5619	0.8199	0.9055
0.0819	4.5050	2248	0.7963	0.5650	0.7963	0.8923
0.0819	4.5090	2250	0.7747	0.5741	0.7747	0.8802
0.0819	4.5130	2252	0.7817	0.5946	0.7817	0.8841
0.0819	4.5170	2254	0.8181	0.5850	0.8181	0.9045
0.0819	4.5210	2256	0.8424	0.5850	0.8424	0.9178
0.0819	4.5251	2258	0.8251	0.5850	0.8251	0.9083
0.0819	4.5291	2260	0.7533	0.5946	0.7533	0.8680
0.0819	4.5331	2262	0.7116	0.5985	0.7116	0.8436
0.0819	4.5371	2264	0.6875	0.5985	0.6875	0.8291
0.0819	4.5411	2266	0.6882	0.5741	0.6882	0.8296
0.0819	4.5451	2268	0.7202	0.5741	0.7202	0.8486
0.0819	4.5491	2270	0.7510	0.5833	0.7510	0.8666
0.0819	4.5531	2272	0.7797	0.5798	0.7797	0.8830
0.0819	4.5571	2274	0.7609	0.5798	0.7609	0.8723
0.0819	4.5611	2276	0.7019	0.5985	0.7019	0.8378
0.0819	4.5651	2278	0.6406	0.6182	0.6406	0.8004
0.0819	4.5691	2280	0.5952	0.6766	0.5952	0.7715
0.0819	4.5731	2282	0.5838	0.7054	0.5838	0.7641
0.0819	4.5772	2284	0.5857	0.7179	0.5857	0.7653
0.0819	4.5812	2286	0.6021	0.6622	0.6021	0.7759
0.0819	4.5852	2288	0.6442	0.6159	0.6442	0.8026
0.0819	4.5892	2290	0.7070	0.5985	0.7070	0.8408
0.0819	4.5932	2292	0.7498	0.6132	0.7498	0.8659
0.0819	4.5972	2294	0.7828	0.6132	0.7828	0.8847
0.0819	4.6012	2296	0.8061	0.5991	0.8061	0.8978
0.0819	4.6052	2298	0.7812	0.6132	0.7812	0.8838
0.0819	4.6092	2300	0.7370	0.6216	0.7370	0.8585
0.0819	4.6132	2302	0.7303	0.6216	0.7303	0.8546
0.0819	4.6172	2304	0.7229	0.6216	0.7229	0.8503
0.0819	4.6212	2306	0.7594	0.6173	0.7594	0.8714
0.0819	4.6253	2308	0.8365	0.5885	0.8365	0.9146
0.0819	4.6293	2310	0.8630	0.6208	0.8630	0.9290
0.0819	4.6333	2312	0.8357	0.6208	0.8357	0.9142
0.0819	4.6373	2314	0.7574	0.6173	0.7574	0.8703
0.0819	4.6413	2316	0.6890	0.6411	0.6890	0.8300
0.0819	4.6453	2318	0.6532	0.6484	0.6532	0.8082
0.0819	4.6493	2320	0.6533	0.6484	0.6533	0.8082
0.0819	4.6533	2322	0.6805	0.6707	0.6805	0.8250
0.0819	4.6573	2324	0.7293	0.5985	0.7293	0.8540
0.0819	4.6613	2326	0.7902	0.6173	0.7902	0.8889
0.0819	4.6653	2328	0.8511	0.5885	0.8511	0.9226
0.0819	4.6693	2330	0.8485	0.5885	0.8485	0.9211
0.0819	4.6733	2332	0.8053	0.6132	0.8053	0.8974
0.0819	4.6774	2334	0.7441	0.5985	0.7441	0.8626
0.0819	4.6814	2336	0.7280	0.5985	0.7280	0.8532
0.0819	4.6854	2338	0.7474	0.5985	0.7474	0.8645
0.0819	4.6894	2340	0.8139	0.6173	0.8139	0.9022
0.0819	4.6934	2342	0.9132	0.6345	0.9132	0.9556
0.0819	4.6974	2344	0.9294	0.6457	0.9294	0.9640
0.0819	4.7014	2346	0.8917	0.6390	0.8917	0.9443
0.0819	4.7054	2348	0.8144	0.6173	0.8144	0.9025
0.0819	4.7094	2350	0.7736	0.6216	0.7736	0.8796
0.0819	4.7134	2352	0.7527	0.5985	0.7527	0.8676
0.0819	4.7174	2354	0.7586	0.6216	0.7586	0.8710
0.0819	4.7214	2356	0.8075	0.6173	0.8075	0.8986
0.0819	4.7255	2358	0.8421	0.6390	0.8421	0.9177
0.0819	4.7295	2360	0.8510	0.6680	0.8510	0.9225
0.0819	4.7335	2362	0.8259	0.6710	0.8259	0.9088
0.0819	4.7375	2364	0.7782	0.652	0.7782	0.8822
0.0819	4.7415	2366	0.7807	0.6529	0.7807	0.8836
0.0819	4.7455	2368	0.8085	0.6529	0.8085	0.8991
0.0819	4.7495	2370	0.8213	0.6216	0.8213	0.9062
0.0819	4.7535	2372	0.7817	0.5985	0.7817	0.8842
0.0819	4.7575	2374	0.7712	0.5985	0.7712	0.8782
0.0819	4.7615	2376	0.7822	0.5985	0.7822	0.8844
0.0819	4.7655	2378	0.8002	0.5985	0.8002	0.8945
0.0819	4.7695	2380	0.8141	0.5985	0.8141	0.9023
0.0819	4.7735	2382	0.8443	0.6069	0.8443	0.9189
0.0819	4.7776	2384	0.8509	0.6434	0.8509	0.9224
0.0819	4.7816	2386	0.8362	0.652	0.8362	0.9144
0.0819	4.7856	2388	0.7815	0.6567	0.7815	0.8840
0.0819	4.7896	2390	0.6965	0.6384	0.6965	0.8346
0.0819	4.7936	2392	0.6622	0.6384	0.6622	0.8138
0.0819	4.7976	2394	0.6719	0.6384	0.6719	0.8197
0.0819	4.8016	2396	0.6734	0.6384	0.6734	0.8206
0.0819	4.8056	2398	0.7067	0.675	0.7067	0.8407
0.0819	4.8096	2400	0.7353	0.675	0.7353	0.8575
0.0819	4.8136	2402	0.7574	0.6616	0.7574	0.8703
0.0819	4.8176	2404	0.7409	0.675	0.7409	0.8608
0.0819	4.8216	2406	0.7585	0.675	0.7585	0.8709
0.0819	4.8257	2408	0.7775	0.6322	0.7775	0.8817
0.0819	4.8297	2410	0.7586	0.6454	0.7586	0.8710
0.0819	4.8337	2412	0.7574	0.6454	0.7574	0.8703
0.0819	4.8377	2414	0.7295	0.6454	0.7295	0.8541
0.0819	4.8417	2416	0.7195	0.6454	0.7195	0.8482
0.0819	4.8457	2418	0.7106	0.6410	0.7106	0.8430
0.0819	4.8497	2420	0.6657	0.6454	0.6657	0.8159
0.0819	4.8537	2422	0.6373	0.6768	0.6373	0.7983
0.0819	4.8577	2424	0.6280	0.6768	0.6280	0.7924
0.0819	4.8617	2426	0.6594	0.6538	0.6594	0.8121
0.0819	4.8657	2428	0.6770	0.6538	0.6770	0.8228
0.0819	4.8697	2430	0.6562	0.6538	0.6562	0.8101
0.0819	4.8737	2432	0.6678	0.6538	0.6678	0.8172
0.0819	4.8778	2434	0.6740	0.6538	0.6740	0.8210
0.0819	4.8818	2436	0.7220	0.6410	0.7220	0.8497
0.0819	4.8858	2438	0.7887	0.6410	0.7887	0.8881
0.0819	4.8898	2440	0.8571	0.6556	0.8571	0.9258
0.0819	4.8938	2442	0.8444	0.6556	0.8444	0.9189
0.0819	4.8978	2444	0.7846	0.6367	0.7846	0.8858
0.0819	4.9018	2446	0.7055	0.6884	0.7055	0.8400
0.0819	4.9058	2448	0.6414	0.6686	0.6414	0.8009
0.0819	4.9098	2450	0.6527	0.6716	0.6527	0.8079
0.0819	4.9138	2452	0.6638	0.6977	0.6638	0.8148
0.0819	4.9178	2454	0.6723	0.6716	0.6723	0.8199
0.0819	4.9218	2456	0.6837	0.6568	0.6837	0.8269
0.0819	4.9259	2458	0.7342	0.6410	0.7342	0.8569
0.0819	4.9299	2460	0.7782	0.6271	0.7782	0.8822
0.0819	4.9339	2462	0.7698	0.5833	0.7698	0.8774
0.0819	4.9379	2464	0.7753	0.5833	0.7753	0.8805
0.0819	4.9419	2466	0.7498	0.5833	0.7498	0.8659
0.0819	4.9459	2468	0.7318	0.5833	0.7318	0.8555
0.0819	4.9499	2470	0.7453	0.5833	0.7453	0.8633

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