ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k50_task1_organization

MayBashendy/ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k50_task1_organization

ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_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: 799e1a59

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_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: 0.7505
Qwk: 0.6334
Mse: 0.7505
Rmse: 0.8663

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	0.0085	2	4.6846	-0.0238	4.6845	2.1644
No log	0.0170	4	2.6780	0.0605	2.6780	1.6364
No log	0.0255	6	2.1950	0.0334	2.1950	1.4816
No log	0.0340	8	1.5744	0.0253	1.5744	1.2548
No log	0.0426	10	1.2662	0.1500	1.2662	1.1253
No log	0.0511	12	1.1229	0.2151	1.1229	1.0597
No log	0.0596	14	1.0804	0.2793	1.0804	1.0394
No log	0.0681	16	1.0493	0.2588	1.0493	1.0243
No log	0.0766	18	1.1417	0.2235	1.1417	1.0685
No log	0.0851	20	1.0919	0.2646	1.0919	1.0449
No log	0.0936	22	0.9565	0.4093	0.9565	0.9780
No log	0.1021	24	1.0802	0.3322	1.0802	1.0393
No log	0.1106	26	1.1165	0.3571	1.1165	1.0566
No log	0.1191	28	0.9992	0.3498	0.9992	0.9996
No log	0.1277	30	1.0569	0.3102	1.0569	1.0281
No log	0.1362	32	1.1065	0.3478	1.1065	1.0519
No log	0.1447	34	1.0650	0.3478	1.0650	1.0320
No log	0.1532	36	0.9529	0.3804	0.9529	0.9762
No log	0.1617	38	0.9177	0.4314	0.9177	0.9580
No log	0.1702	40	0.8301	0.4560	0.8301	0.9111
No log	0.1787	42	0.8850	0.4047	0.8850	0.9407
No log	0.1872	44	0.8758	0.4047	0.8758	0.9358
No log	0.1957	46	0.8062	0.4375	0.8062	0.8979
No log	0.2043	48	0.8551	0.4808	0.8551	0.9247
No log	0.2128	50	0.9745	0.5336	0.9745	0.9872
No log	0.2213	52	1.1856	0.4449	1.1856	1.0889
No log	0.2298	54	1.2616	0.4679	1.2616	1.1232
No log	0.2383	56	1.1353	0.4390	1.1353	1.0655
No log	0.2468	58	0.9380	0.4898	0.9380	0.9685
No log	0.2553	60	0.8198	0.5112	0.8198	0.9054
No log	0.2638	62	0.9091	0.3387	0.9091	0.9535
No log	0.2723	64	0.9143	0.3746	0.9143	0.9562
No log	0.2809	66	0.8962	0.4392	0.8962	0.9467
No log	0.2894	68	0.8595	0.5599	0.8595	0.9271
No log	0.2979	70	0.9399	0.4150	0.9399	0.9695
No log	0.3064	72	0.8723	0.4150	0.8723	0.9340
No log	0.3149	74	0.7993	0.5603	0.7993	0.8940
No log	0.3234	76	0.8535	0.6319	0.8535	0.9238
No log	0.3319	78	0.8297	0.6319	0.8297	0.9109
No log	0.3404	80	0.8247	0.5685	0.8247	0.9081
No log	0.3489	82	0.9096	0.5340	0.9096	0.9537
No log	0.3574	84	0.9525	0.3803	0.9525	0.9760
No log	0.3660	86	0.9719	0.4569	0.9719	0.9858
No log	0.3745	88	1.1113	0.3217	1.1113	1.0542
No log	0.3830	90	1.4194	-0.0833	1.4194	1.1914
No log	0.3915	92	1.6276	-0.0737	1.6276	1.2758
No log	0.4	94	1.9794	-0.2565	1.9794	1.4069
No log	0.4085	96	1.7135	0.0694	1.7135	1.3090
No log	0.4170	98	1.3311	0.3740	1.3311	1.1537
No log	0.4255	100	1.0108	0.5295	1.0108	1.0054
No log	0.4340	102	0.8035	0.6557	0.8035	0.8964
No log	0.4426	104	0.7290	0.6914	0.7290	0.8538
No log	0.4511	106	0.7354	0.6711	0.7354	0.8576
No log	0.4596	108	0.8008	0.5720	0.8008	0.8949
No log	0.4681	110	1.0634	0.4748	1.0634	1.0312
No log	0.4766	112	1.0742	0.4375	1.0742	1.0364
No log	0.4851	114	0.9326	0.4476	0.9326	0.9657
No log	0.4936	116	0.8603	0.4559	0.8603	0.9275
No log	0.5021	118	0.8145	0.4464	0.8145	0.9025
No log	0.5106	120	0.8321	0.4714	0.8321	0.9122
No log	0.5191	122	0.8799	0.4393	0.8799	0.9380
No log	0.5277	124	0.9556	0.3307	0.9556	0.9776
No log	0.5362	126	1.0713	0.4130	1.0713	1.0350
No log	0.5447	128	0.9397	0.4038	0.9397	0.9694
No log	0.5532	130	0.7626	0.5333	0.7626	0.8733
No log	0.5617	132	0.8031	0.4927	0.8031	0.8961
No log	0.5702	134	0.7454	0.5037	0.7454	0.8633
No log	0.5787	136	0.7246	0.5531	0.7246	0.8513
No log	0.5872	138	0.9770	0.4834	0.9770	0.9884
No log	0.5957	140	1.2414	0.3474	1.2414	1.1142
No log	0.6043	142	1.3533	0.3077	1.3533	1.1633
No log	0.6128	144	1.3056	0.4538	1.3056	1.1426
No log	0.6213	146	1.2658	0.5085	1.2658	1.1251
No log	0.6298	148	1.2086	0.5521	1.2086	1.0993
No log	0.6383	150	1.1648	0.5521	1.1648	1.0793
No log	0.6468	152	0.9281	0.5962	0.9281	0.9634
No log	0.6553	154	0.8457	0.6087	0.8457	0.9196
No log	0.6638	156	0.8743	0.6067	0.8743	0.9351
No log	0.6723	158	1.1317	0.4897	1.1317	1.0638
No log	0.6809	160	1.4731	0.4023	1.4731	1.2137
No log	0.6894	162	1.4514	0.4243	1.4514	1.2047
No log	0.6979	164	1.1300	0.4406	1.1300	1.0630
No log	0.7064	166	0.9893	0.4853	0.9893	0.9946
No log	0.7149	168	1.0210	0.4853	1.0210	1.0104
No log	0.7234	170	1.2492	0.4643	1.2492	1.1177
No log	0.7319	172	1.5301	0.3261	1.5301	1.2370
No log	0.7404	174	1.4453	0.4523	1.4453	1.2022
No log	0.7489	176	1.2977	0.4752	1.2977	1.1392
No log	0.7574	178	1.2447	0.5	1.2447	1.1157
No log	0.7660	180	1.2000	0.5013	1.2000	1.0955
No log	0.7745	182	1.0947	0.5065	1.0947	1.0463
No log	0.7830	184	0.9723	0.5534	0.9723	0.9860
No log	0.7915	186	0.9712	0.5533	0.9712	0.9855
No log	0.8	188	1.0421	0.5263	1.0421	1.0208
No log	0.8085	190	1.1497	0.5345	1.1497	1.0722
No log	0.8170	192	1.3048	0.4015	1.3048	1.1423
No log	0.8255	194	1.3399	0.3654	1.3399	1.1576
No log	0.8340	196	1.1786	0.3983	1.1786	1.0856
No log	0.8426	198	0.9056	0.5248	0.9056	0.9516
No log	0.8511	200	0.7827	0.5833	0.7827	0.8847
No log	0.8596	202	0.7494	0.6093	0.7494	0.8657
No log	0.8681	204	0.7309	0.5789	0.7309	0.8549
No log	0.8766	206	0.7788	0.5237	0.7788	0.8825
No log	0.8851	208	1.0314	0.4748	1.0314	1.0156
No log	0.8936	210	1.1967	0.4740	1.1967	1.0939
No log	0.9021	212	1.1265	0.5	1.1265	1.0614
No log	0.9106	214	0.9016	0.5992	0.9016	0.9495
No log	0.9191	216	0.8177	0.6121	0.8177	0.9043
No log	0.9277	218	0.8476	0.6121	0.8476	0.9207
No log	0.9362	220	0.9314	0.55	0.9314	0.9651
No log	0.9447	222	1.0144	0.4515	1.0144	1.0072
No log	0.9532	224	0.9595	0.5526	0.9595	0.9796
No log	0.9617	226	0.9324	0.5551	0.9324	0.9656
No log	0.9702	228	0.8563	0.5690	0.8563	0.9254
No log	0.9787	230	0.7779	0.6645	0.7779	0.8820
No log	0.9872	232	0.7648	0.6645	0.7648	0.8745
No log	0.9957	234	0.8056	0.6786	0.8056	0.8975
No log	1.0043	236	1.0251	0.5468	1.0251	1.0125
No log	1.0128	238	1.1911	0.5089	1.1911	1.0914
No log	1.0213	240	1.1548	0.5104	1.1548	1.0746
No log	1.0298	242	0.9705	0.5588	0.9705	0.9851
No log	1.0383	244	0.8847	0.5743	0.8847	0.9406
No log	1.0468	246	0.9084	0.5952	0.9084	0.9531
No log	1.0553	248	1.1285	0.5444	1.1285	1.0623
No log	1.0638	250	1.3974	0.4952	1.3974	1.1821
No log	1.0723	252	1.5634	0.3404	1.5634	1.2503
No log	1.0809	254	1.7032	0.3404	1.7032	1.3051
No log	1.0894	256	1.5466	0.3661	1.5466	1.2436
No log	1.0979	258	1.5154	0.3404	1.5154	1.2310
No log	1.1064	260	1.5676	0.2918	1.5676	1.2520
No log	1.1149	262	1.5305	0.2365	1.5305	1.2371
No log	1.1234	264	1.4536	0.2830	1.4536	1.2056
No log	1.1319	266	1.4029	0.3193	1.4029	1.1845
No log	1.1404	268	1.2445	0.3965	1.2445	1.1156
No log	1.1489	270	1.0575	0.5588	1.0575	1.0284
No log	1.1574	272	1.0495	0.5697	1.0495	1.0244
No log	1.1660	274	1.0951	0.5590	1.0951	1.0465
No log	1.1745	276	1.1830	0.5444	1.1830	1.0877
No log	1.1830	278	1.1257	0.5693	1.1257	1.0610
No log	1.1915	280	0.9811	0.5590	0.9811	0.9905
No log	1.2	282	0.8188	0.5822	0.8188	0.9049
No log	1.2085	284	0.7529	0.4698	0.7529	0.8677
No log	1.2170	286	0.7541	0.5076	0.7541	0.8684
No log	1.2255	288	0.7985	0.4227	0.7985	0.8936
No log	1.2340	290	0.9273	0.4865	0.9273	0.9629
No log	1.2426	292	1.0875	0.3991	1.0875	1.0428
No log	1.2511	294	1.1192	0.3236	1.1192	1.0579
No log	1.2596	296	1.0261	0.3551	1.0261	1.0130
No log	1.2681	298	0.9517	0.3550	0.9517	0.9755
No log	1.2766	300	0.9570	0.4323	0.9570	0.9783
No log	1.2851	302	0.9855	0.5562	0.9855	0.9927
No log	1.2936	304	1.0913	0.5382	1.0913	1.0446
No log	1.3021	306	1.2637	0.5341	1.2637	1.1241
No log	1.3106	308	1.3335	0.4987	1.3335	1.1548
No log	1.3191	310	1.2959	0.4987	1.2959	1.1384
No log	1.3277	312	1.2032	0.5	1.2032	1.0969
No log	1.3362	314	1.1582	0.5013	1.1582	1.0762
No log	1.3447	316	1.0551	0.5068	1.0551	1.0272
No log	1.3532	318	1.0027	0.5084	1.0027	1.0014
No log	1.3617	320	0.8774	0.5193	0.8774	0.9367
No log	1.3702	322	0.8383	0.5345	0.8383	0.9156
No log	1.3787	324	0.8487	0.4917	0.8487	0.9213
No log	1.3872	326	0.8178	0.55	0.8178	0.9043
No log	1.3957	328	0.7812	0.6071	0.7812	0.8838
No log	1.4043	330	0.7753	0.5942	0.7753	0.8805
No log	1.4128	332	0.7626	0.6371	0.7626	0.8733
No log	1.4213	334	0.7694	0.5738	0.7694	0.8772
No log	1.4298	336	0.8437	0.525	0.8437	0.9185
No log	1.4383	338	1.0461	0.4793	1.0461	1.0228
No log	1.4468	340	1.1903	0.4375	1.1903	1.0910
No log	1.4553	342	1.1233	0.4518	1.1233	1.0599
No log	1.4638	344	0.9652	0.4408	0.9652	0.9824
No log	1.4723	346	0.8420	0.3903	0.8420	0.9176
No log	1.4809	348	0.7979	0.4219	0.7979	0.8933
No log	1.4894	350	0.7696	0.5055	0.7696	0.8773
No log	1.4979	352	0.8318	0.4755	0.8318	0.9120
No log	1.5064	354	0.9694	0.4783	0.9694	0.9846
No log	1.5149	356	0.9737	0.4783	0.9737	0.9868
No log	1.5234	358	0.8684	0.4411	0.8684	0.9319
No log	1.5319	360	0.8128	0.4639	0.8128	0.9016
No log	1.5404	362	0.8428	0.4639	0.8428	0.9180
No log	1.5489	364	0.8992	0.4562	0.8992	0.9483
No log	1.5574	366	1.0284	0.4765	1.0284	1.0141
No log	1.5660	368	1.1029	0.4756	1.1029	1.0502
No log	1.5745	370	1.0442	0.4756	1.0442	1.0219
No log	1.5830	372	0.9895	0.5276	0.9895	0.9947
No log	1.5915	374	0.8689	0.5205	0.8689	0.9321
No log	1.6	376	0.8355	0.5362	0.8355	0.9140
No log	1.6085	378	0.8991	0.4832	0.8991	0.9482
No log	1.6170	380	1.0727	0.4375	1.0727	1.0357
No log	1.6255	382	1.2241	0.4240	1.2241	1.1064
No log	1.6340	384	1.2549	0.4104	1.2549	1.1202
No log	1.6426	386	1.1507	0.4375	1.1507	1.0727
No log	1.6511	388	1.0387	0.3552	1.0387	1.0192
No log	1.6596	390	0.9992	0.2551	0.9992	0.9996
No log	1.6681	392	1.0477	0.4101	1.0477	1.0236
No log	1.6766	394	1.1326	0.4125	1.1326	1.0643
No log	1.6851	396	1.1781	0.3983	1.1781	1.0854
No log	1.6936	398	1.3873	0.3968	1.3873	1.1778
No log	1.7021	400	1.5027	0.3985	1.5027	1.2259
No log	1.7106	402	1.6239	0.3621	1.6239	1.2743
No log	1.7191	404	1.5618	0.3621	1.5618	1.2497
No log	1.7277	406	1.3366	0.4104	1.3366	1.1561
No log	1.7362	408	1.0577	0.3277	1.0577	1.0284
No log	1.7447	410	0.9484	0.3824	0.9484	0.9739
No log	1.7532	412	0.9560	0.3824	0.9560	0.9778
No log	1.7617	414	1.0640	0.4119	1.0640	1.0315
No log	1.7702	416	1.3118	0.4104	1.3118	1.1453
No log	1.7787	418	1.5780	0.3985	1.5780	1.2562
No log	1.7872	420	1.6436	0.3668	1.6436	1.2820
No log	1.7957	422	1.5387	0.4115	1.5387	1.2404
No log	1.8043	424	1.3311	0.3747	1.3311	1.1537
No log	1.8128	426	1.1193	0.3609	1.1193	1.0580
No log	1.8213	428	0.9816	0.4440	0.9816	0.9908
No log	1.8298	430	0.9260	0.4167	0.9260	0.9623
No log	1.8383	432	0.9431	0.4684	0.9431	0.9712
No log	1.8468	434	0.9073	0.5161	0.9073	0.9525
No log	1.8553	436	0.7754	0.6381	0.7754	0.8806
No log	1.8638	438	0.6936	0.7093	0.6936	0.8328
No log	1.8723	440	0.6906	0.7093	0.6906	0.8310
No log	1.8809	442	0.7388	0.6555	0.7388	0.8595
No log	1.8894	444	0.8578	0.5870	0.8578	0.9262
No log	1.8979	446	1.0459	0.5489	1.0459	1.0227
No log	1.9064	448	1.0214	0.5634	1.0214	1.0107
No log	1.9149	450	0.8632	0.6514	0.8632	0.9291
No log	1.9234	452	0.7965	0.6671	0.7965	0.8925
No log	1.9319	454	0.7166	0.6786	0.7166	0.8465
No log	1.9404	456	0.6843	0.7057	0.6843	0.8272
No log	1.9489	458	0.6884	0.7057	0.6884	0.8297
No log	1.9574	460	0.7357	0.6860	0.7357	0.8577
No log	1.9660	462	0.8572	0.5920	0.8572	0.9258
No log	1.9745	464	0.9401	0.5668	0.9401	0.9696
No log	1.9830	466	0.8965	0.58	0.8965	0.9468
No log	1.9915	468	0.7878	0.6358	0.7878	0.8876
No log	2.0	470	0.7025	0.6909	0.7025	0.8382
No log	2.0085	472	0.6916	0.7097	0.6916	0.8316
No log	2.0170	474	0.7317	0.7104	0.7317	0.8554
No log	2.0255	476	0.8758	0.6155	0.8758	0.9359
No log	2.0340	478	1.0084	0.5841	1.0084	1.0042
No log	2.0426	480	1.0555	0.6155	1.0555	1.0274
No log	2.0511	482	1.0215	0.6155	1.0215	1.0107
No log	2.0596	484	1.0368	0.6170	1.0368	1.0182
No log	2.0681	486	0.9766	0.6186	0.9766	0.9882
No log	2.0766	488	0.8785	0.6020	0.8785	0.9373
No log	2.0851	490	0.8645	0.6020	0.8645	0.9298
No log	2.0936	492	0.9261	0.6082	0.9261	0.9624
No log	2.1021	494	1.0872	0.5488	1.0872	1.0427
No log	2.1106	496	1.2487	0.4632	1.2487	1.1175
No log	2.1191	498	1.3498	0.4632	1.3498	1.1618
0.4553	2.1277	500	1.2930	0.4632	1.2930	1.1371
0.4553	2.1362	502	1.1178	0.5590	1.1178	1.0573
0.4553	2.1447	504	0.9424	0.5980	0.9424	0.9708
0.4553	2.1532	506	0.7898	0.6565	0.7898	0.8887
0.4553	2.1617	508	0.7674	0.6538	0.7674	0.8760
0.4553	2.1702	510	0.8023	0.6625	0.8023	0.8957
0.4553	2.1787	512	0.9330	0.5638	0.9330	0.9659
0.4553	2.1872	514	1.0417	0.5615	1.0417	1.0206
0.4553	2.1957	516	1.1243	0.5466	1.1243	1.0603
0.4553	2.2043	518	1.1044	0.5466	1.1044	1.0509
0.4553	2.2128	520	1.0195	0.5512	1.0195	1.0097
0.4553	2.2213	522	0.9208	0.5664	0.9208	0.9596
0.4553	2.2298	524	0.8678	0.5965	0.8678	0.9315
0.4553	2.2383	526	0.8544	0.5965	0.8544	0.9243
0.4553	2.2468	528	0.8610	0.5831	0.8610	0.9279
0.4553	2.2553	530	0.8433	0.5831	0.8433	0.9183
0.4553	2.2638	532	0.8502	0.5831	0.8502	0.9221
0.4553	2.2723	534	0.8454	0.5831	0.8454	0.9195
0.4553	2.2809	536	0.9079	0.5054	0.9079	0.9528
0.4553	2.2894	538	1.0050	0.5512	1.0050	1.0025
0.4553	2.2979	540	1.0802	0.5488	1.0802	1.0393
0.4553	2.3064	542	1.1447	0.5341	1.1447	1.0699
0.4553	2.3149	544	1.1302	0.5341	1.1302	1.0631
0.4553	2.3234	546	1.1118	0.5341	1.1118	1.0544
0.4553	2.3319	548	1.0589	0.4908	1.0589	1.0290
0.4553	2.3404	550	1.0498	0.4698	1.0498	1.0246
0.4553	2.3489	552	1.0412	0.3674	1.0412	1.0204
0.4553	2.3574	554	1.0403	0.3191	1.0403	1.0200
0.4553	2.3660	556	1.1048	0.3852	1.1048	1.0511
0.4553	2.3745	558	1.1835	0.4136	1.1835	1.0879
0.4553	2.3830	560	1.2463	0.4375	1.2463	1.1164
0.4553	2.3915	562	1.3770	0.4375	1.3770	1.1734
0.4553	2.4	564	1.4194	0.4375	1.4194	1.1914
0.4553	2.4085	566	1.3709	0.4243	1.3709	1.1708
0.4553	2.4170	568	1.2327	0.4130	1.2327	1.1103
0.4553	2.4255	570	1.2080	0.4130	1.2080	1.0991
0.4553	2.4340	572	1.3048	0.3992	1.3048	1.1423
0.4553	2.4426	574	1.4407	0.3874	1.4407	1.2003
0.4553	2.4511	576	1.5786	0.3290	1.5786	1.2564
0.4553	2.4596	578	1.5671	0.3485	1.5671	1.2518
0.4553	2.4681	580	1.4993	0.3740	1.4993	1.2244
0.4553	2.4766	582	1.3775	0.3992	1.3775	1.1736
0.4553	2.4851	584	1.2682	0.3983	1.2682	1.1261
0.4553	2.4936	586	1.2330	0.3983	1.2330	1.1104
0.4553	2.5021	588	1.1569	0.4017	1.1569	1.0756
0.4553	2.5106	590	1.1166	0.4153	1.1166	1.0567
0.4553	2.5191	592	1.1587	0.4273	1.1587	1.0764
0.4553	2.5277	594	1.1788	0.4273	1.1788	1.0857
0.4553	2.5362	596	1.0943	0.4405	1.0943	1.0461
0.4553	2.5447	598	0.9306	0.5315	0.9306	0.9647
0.4553	2.5532	600	0.8928	0.4861	0.8928	0.9449
0.4553	2.5617	602	0.9926	0.5161	0.9926	0.9963
0.4553	2.5702	604	1.1353	0.4268	1.1353	1.0655
0.4553	2.5787	606	1.2176	0.4271	1.2176	1.1034
0.4553	2.5872	608	1.2393	0.3992	1.2393	1.1132
0.4553	2.5957	610	1.1770	0.4268	1.1770	1.0849
0.4553	2.6043	612	1.0987	0.4405	1.0987	1.0482
0.4553	2.6128	614	1.0207	0.4784	1.0207	1.0103
0.4553	2.6213	616	0.9946	0.4784	0.9946	0.9973
0.4553	2.6298	618	1.0710	0.4776	1.0710	1.0349
0.4553	2.6383	620	1.1719	0.4767	1.1719	1.0825
0.4553	2.6468	622	1.2615	0.4632	1.2615	1.1232
0.4553	2.6553	624	1.2702	0.4632	1.2702	1.1270
0.4553	2.6638	626	1.2385	0.4632	1.2385	1.1129
0.4553	2.6723	628	1.2624	0.4632	1.2624	1.1236
0.4553	2.6809	630	1.2827	0.4632	1.2827	1.1326
0.4553	2.6894	632	1.3091	0.4632	1.3091	1.1441
0.4553	2.6979	634	1.2831	0.4632	1.2831	1.1328
0.4553	2.7064	636	1.2141	0.4404	1.2141	1.1018
0.4553	2.7149	638	1.0749	0.4684	1.0749	1.0368
0.4553	2.7234	640	1.0164	0.4443	1.0164	1.0081
0.4553	2.7319	642	1.0152	0.3550	1.0152	1.0076
0.4553	2.7404	644	1.0488	0.4	1.0488	1.0241
0.4553	2.7489	646	1.1093	0.3552	1.1093	1.0532
0.4553	2.7574	648	1.2382	0.4243	1.2382	1.1128
0.4553	2.7660	650	1.2902	0.4243	1.2902	1.1359
0.4553	2.7745	652	1.2154	0.4243	1.2154	1.1024
0.4553	2.7830	654	1.0342	0.5161	1.0342	1.0169
0.4553	2.7915	656	0.8777	0.5315	0.8777	0.9369
0.4553	2.8	658	0.7567	0.5886	0.7567	0.8699
0.4553	2.8085	660	0.7282	0.6087	0.7282	0.8533
0.4553	2.8170	662	0.7694	0.5930	0.7694	0.8771
0.4553	2.8255	664	0.8706	0.5428	0.8706	0.9331
0.4553	2.8340	666	1.0832	0.5341	1.0832	1.0408
0.4553	2.8426	668	1.3733	0.5341	1.3733	1.1719
0.4553	2.8511	670	1.4995	0.4246	1.4995	1.2245
0.4553	2.8596	672	1.4471	0.4243	1.4471	1.2030
0.4553	2.8681	674	1.2800	0.4609	1.2800	1.1314
0.4553	2.8766	676	1.0690	0.5382	1.0690	1.0339
0.4553	2.8851	678	0.8805	0.4931	0.8805	0.9384
0.4553	2.8936	680	0.7679	0.6271	0.7679	0.8763
0.4553	2.9021	682	0.7323	0.6587	0.7323	0.8558
0.4553	2.9106	684	0.7504	0.6119	0.7504	0.8663
0.4553	2.9191	686	0.8243	0.5888	0.8243	0.9079
0.4553	2.9277	688	0.9692	0.5161	0.9692	0.9845
0.4553	2.9362	690	1.0480	0.5361	1.0480	1.0237
0.4553	2.9447	692	1.0401	0.5161	1.0401	1.0199
0.4553	2.9532	694	0.9762	0.5161	0.9762	0.9880
0.4553	2.9617	696	0.9052	0.5161	0.9052	0.9514
0.4553	2.9702	698	0.8478	0.5586	0.8478	0.9208
0.4553	2.9787	700	0.7805	0.6499	0.7805	0.8835
0.4553	2.9872	702	0.7416	0.6305	0.7416	0.8612
0.4553	2.9957	704	0.7615	0.6538	0.7615	0.8726
0.4553	3.0043	706	0.8359	0.5535	0.8359	0.9143
0.4553	3.0128	708	0.9168	0.5512	0.9168	0.9575
0.4553	3.0213	710	0.9521	0.5361	0.9521	0.9758
0.4553	3.0298	712	0.9031	0.5488	0.9031	0.9503
0.4553	3.0383	714	0.8159	0.5792	0.8159	0.9033
0.4553	3.0468	716	0.7644	0.5785	0.7644	0.8743
0.4553	3.0553	718	0.7449	0.6381	0.7449	0.8630
0.4553	3.0638	720	0.7443	0.6102	0.7443	0.8627
0.4553	3.0723	722	0.7522	0.6175	0.7522	0.8673
0.4553	3.0809	724	0.7953	0.6121	0.7953	0.8918
0.4553	3.0894	726	0.8402	0.5949	0.8402	0.9166
0.4553	3.0979	728	0.8762	0.5938	0.8762	0.9361
0.4553	3.1064	730	0.8792	0.5938	0.8792	0.9377
0.4553	3.1149	732	0.8739	0.6363	0.8739	0.9348
0.4553	3.1234	734	0.8356	0.6475	0.8356	0.9141
0.4553	3.1319	736	0.7969	0.6764	0.7969	0.8927
0.4553	3.1404	738	0.8106	0.6475	0.8106	0.9003
0.4553	3.1489	740	0.8048	0.625	0.8048	0.8971
0.4553	3.1574	742	0.7650	0.6475	0.7650	0.8747
0.4553	3.1660	744	0.7347	0.6340	0.7347	0.8571
0.4553	3.1745	746	0.7432	0.6223	0.7432	0.8621
0.4553	3.1830	748	0.7397	0.6340	0.7397	0.8600
0.4553	3.1915	750	0.7153	0.6378	0.7153	0.8457
0.4553	3.2	752	0.7152	0.6340	0.7152	0.8457
0.4553	3.2085	754	0.7466	0.6340	0.7466	0.8641
0.4553	3.2170	756	0.7831	0.625	0.7831	0.8849
0.4553	3.2255	758	0.8262	0.5837	0.8262	0.9090
0.4553	3.2340	760	0.8207	0.5867	0.8207	0.9059
0.4553	3.2426	762	0.7536	0.6298	0.7536	0.8681
0.4553	3.2511	764	0.7347	0.7173	0.7347	0.8572
0.4553	3.2596	766	0.7703	0.6190	0.7703	0.8776
0.4553	3.2681	768	0.8623	0.5489	0.8623	0.9286
0.4553	3.2766	770	1.0575	0.5590	1.0575	1.0284
0.4553	3.2851	772	1.1944	0.4987	1.1944	1.0929
0.4553	3.2936	774	1.2041	0.4987	1.2041	1.0973
0.4553	3.3021	776	1.1362	0.5	1.1362	1.0659
0.4553	3.3106	778	1.0362	0.5013	1.0362	1.0179
0.4553	3.3191	780	0.9828	0.5161	0.9828	0.9913
0.4553	3.3277	782	0.9960	0.4784	0.9960	0.9980
0.4553	3.3362	784	1.0627	0.4881	1.0627	1.0309
0.4553	3.3447	786	1.1213	0.4870	1.1213	1.0589
0.4553	3.3532	788	1.1598	0.4870	1.1598	1.0769
0.4553	3.3617	790	1.1814	0.4870	1.1814	1.0869
0.4553	3.3702	792	1.1616	0.4870	1.1616	1.0778
0.4553	3.3787	794	1.1213	0.5	1.1213	1.0589
0.4553	3.3872	796	1.1160	0.5	1.1160	1.0564
0.4553	3.3957	798	1.0996	0.5	1.0996	1.0486
0.4553	3.4043	800	1.0448	0.4776	1.0448	1.0221
0.4553	3.4128	802	1.0372	0.4776	1.0372	1.0185
0.4553	3.4213	804	1.0715	0.4643	1.0715	1.0351
0.4553	3.4298	806	1.0733	0.4643	1.0733	1.0360
0.4553	3.4383	808	1.0829	0.4870	1.0829	1.0406
0.4553	3.4468	810	1.0629	0.4870	1.0629	1.0310
0.4553	3.4553	812	0.9769	0.5145	0.9769	0.9884
0.4553	3.4638	814	0.8709	0.5305	0.8709	0.9332
0.4553	3.4723	816	0.8194	0.6173	0.8194	0.9052
0.4553	3.4809	818	0.8282	0.6173	0.8282	0.9101
0.4553	3.4894	820	0.8881	0.5300	0.8881	0.9424
0.4553	3.4979	822	0.8847	0.5300	0.8847	0.9406
0.4553	3.5064	824	0.8716	0.5430	0.8716	0.9336
0.4553	3.5149	826	0.8498	0.5691	0.8498	0.9218
0.4553	3.5234	828	0.8841	0.5408	0.8841	0.9403
0.4553	3.5319	830	0.9524	0.5281	0.9524	0.9759
0.4553	3.5404	832	0.9708	0.5281	0.9708	0.9853
0.4553	3.5489	834	0.9175	0.5300	0.9175	0.9579
0.4553	3.5574	836	0.8225	0.5822	0.8225	0.9069
0.4553	3.5660	838	0.7732	0.5838	0.7732	0.8793
0.4553	3.5745	840	0.7579	0.6182	0.7579	0.8706
0.4553	3.5830	842	0.7531	0.6747	0.7531	0.8678
0.4553	3.5915	844	0.7615	0.6182	0.7615	0.8726
0.4553	3.6	846	0.7546	0.6814	0.7546	0.8687
0.4553	3.6085	848	0.7446	0.6239	0.7446	0.8629
0.4553	3.6170	850	0.7347	0.6471	0.7347	0.8571
0.4553	3.6255	852	0.7600	0.6622	0.7600	0.8718
0.4553	3.6340	854	0.8253	0.6061	0.8253	0.9085
0.4553	3.6426	856	0.8629	0.5691	0.8629	0.9289
0.4553	3.6511	858	0.8690	0.55	0.8690	0.9322
0.4553	3.6596	860	0.8955	0.5475	0.8955	0.9463
0.4553	3.6681	862	0.9184	0.5197	0.9184	0.9583
0.4553	3.6766	864	0.9267	0.5161	0.9267	0.9627
0.4553	3.6851	866	0.8950	0.5300	0.8950	0.9461
0.4553	3.6936	868	0.8349	0.5792	0.8349	0.9137
0.4553	3.7021	870	0.7733	0.6462	0.7733	0.8794
0.4553	3.7106	872	0.7211	0.6593	0.7211	0.8492
0.4553	3.7191	874	0.7244	0.6777	0.7244	0.8511
0.4553	3.7277	876	0.7734	0.6153	0.7734	0.8794
0.4553	3.7362	878	0.8298	0.5300	0.8298	0.9109
0.4553	3.7447	880	0.8848	0.5054	0.8848	0.9406
0.4553	3.7532	882	0.9180	0.5054	0.9180	0.9581
0.4553	3.7617	884	0.9252	0.5054	0.9252	0.9619
0.4553	3.7702	886	0.8839	0.5054	0.8839	0.9402
0.4553	3.7787	888	0.8065	0.5664	0.8065	0.8981
0.4553	3.7872	890	0.7623	0.5854	0.7623	0.8731
0.4553	3.7957	892	0.7619	0.6190	0.7619	0.8729
0.4553	3.8043	894	0.8055	0.5664	0.8055	0.8975
0.4553	3.8128	896	0.8832	0.5664	0.8832	0.9398
0.4553	3.8213	898	0.9506	0.5664	0.9506	0.9750
0.4553	3.8298	900	0.9499	0.5664	0.9499	0.9746
0.4553	3.8383	902	0.8811	0.5664	0.8811	0.9387
0.4553	3.8468	904	0.8070	0.5792	0.8070	0.8984
0.4553	3.8553	906	0.7636	0.6425	0.7636	0.8738
0.4553	3.8638	908	0.7494	0.6218	0.7494	0.8657
0.4553	3.8723	910	0.7301	0.6143	0.7301	0.8545
0.4553	3.8809	912	0.7255	0.6162	0.7255	0.8518
0.4553	3.8894	914	0.7309	0.6375	0.7309	0.8550
0.4553	3.8979	916	0.7138	0.6463	0.7138	0.8449
0.4553	3.9064	918	0.7245	0.6444	0.7245	0.8512
0.4553	3.9149	920	0.7335	0.6239	0.7335	0.8564
0.4553	3.9234	922	0.7176	0.6239	0.7176	0.8471
0.4553	3.9319	924	0.7270	0.6239	0.7270	0.8527
0.4553	3.9404	926	0.7356	0.5552	0.7356	0.8576
0.4553	3.9489	928	0.7423	0.5552	0.7423	0.8616
0.4553	3.9574	930	0.7589	0.5552	0.7589	0.8712
0.4553	3.9660	932	0.7707	0.6116	0.7707	0.8779
0.4553	3.9745	934	0.7602	0.6116	0.7602	0.8719
0.4553	3.9830	936	0.7299	0.5794	0.7299	0.8543
0.4553	3.9915	938	0.7469	0.6116	0.7469	0.8642
0.4553	4.0	940	0.7487	0.5794	0.7487	0.8653
0.4553	4.0085	942	0.7721	0.5641	0.7721	0.8787
0.4553	4.0170	944	0.8414	0.4896	0.8414	0.9173
0.4553	4.0255	946	0.8989	0.55	0.8989	0.9481
0.4553	4.0340	948	0.9393	0.5216	0.9393	0.9692
0.4553	4.0426	950	0.9377	0.5216	0.9377	0.9684
0.4553	4.0511	952	0.9480	0.4813	0.9480	0.9736
0.4553	4.0596	954	0.9801	0.4549	0.9801	0.9900
0.4553	4.0681	956	1.0530	0.4793	1.0530	1.0262
0.4553	4.0766	958	1.1458	0.4375	1.1458	1.0704
0.4553	4.0851	960	1.1806	0.4234	1.1806	1.0866
0.4553	4.0936	962	1.1810	0.4234	1.1810	1.0867
0.4553	4.1021	964	1.1589	0.4234	1.1589	1.0765
0.4553	4.1106	966	1.1046	0.4231	1.1046	1.0510
0.4553	4.1191	968	1.0605	0.4375	1.0605	1.0298
0.4553	4.1277	970	1.0160	0.5169	1.0160	1.0080
0.4553	4.1362	972	1.0043	0.5169	1.0043	1.0021
0.4553	4.1447	974	1.0123	0.5179	1.0123	1.0062
0.4553	4.1532	976	1.0495	0.5161	1.0495	1.0245
0.4553	4.1617	978	1.0745	0.5145	1.0745	1.0366
0.4553	4.1702	980	1.1111	0.5129	1.1111	1.0541
0.4553	4.1787	982	1.1499	0.4987	1.1499	1.0723
0.4553	4.1872	984	1.1291	0.4776	1.1291	1.0626
0.4553	4.1957	986	1.0526	0.4776	1.0526	1.0260
0.4553	4.2043	988	0.9598	0.5428	0.9598	0.9797
0.4553	4.2128	990	0.8654	0.5526	0.8654	0.9302
0.4553	4.2213	992	0.8190	0.5823	0.8190	0.9050
0.4553	4.2298	994	0.8112	0.5823	0.8112	0.9007
0.4553	4.2383	996	0.8201	0.5701	0.8201	0.9056
0.4553	4.2468	998	0.8341	0.5341	0.8341	0.9133
0.0939	4.2553	1000	0.8445	0.532	0.8445	0.9190
0.0939	4.2638	1002	0.8460	0.532	0.8460	0.9198
0.0939	4.2723	1004	0.8469	0.5476	0.8469	0.9203
0.0939	4.2809	1006	0.8469	0.5362	0.8469	0.9203
0.0939	4.2894	1008	0.8402	0.5362	0.8402	0.9166
0.0939	4.2979	1010	0.8713	0.5362	0.8713	0.9334
0.0939	4.3064	1012	0.9093	0.5428	0.9093	0.9536
0.0939	4.3149	1014	0.9340	0.5428	0.9340	0.9664
0.0939	4.3234	1016	0.9403	0.5406	0.9403	0.9697
0.0939	4.3319	1018	0.8962	0.5428	0.8962	0.9467
0.0939	4.3404	1020	0.8286	0.556	0.8286	0.9103
0.0939	4.3489	1022	0.7813	0.5366	0.7813	0.8839
0.0939	4.3574	1024	0.7681	0.5921	0.7681	0.8764
0.0939	4.3660	1026	0.7850	0.6037	0.7850	0.8860
0.0939	4.3745	1028	0.8369	0.6076	0.8369	0.9148
0.0939	4.3830	1030	0.9335	0.5428	0.9335	0.9662
0.0939	4.3915	1032	1.0535	0.4375	1.0535	1.0264
0.0939	4.4	1034	1.1211	0.4614	1.1211	1.0588
0.0939	4.4085	1036	1.1730	0.4860	1.1730	1.0831
0.0939	4.4170	1038	1.1963	0.4860	1.1963	1.0938
0.0939	4.4255	1040	1.1621	0.4987	1.1621	1.0780
0.0939	4.4340	1042	1.0967	0.5361	1.0967	1.0472
0.0939	4.4426	1044	1.0343	0.5361	1.0343	1.0170
0.0939	4.4511	1046	1.0011	0.5145	1.0011	1.0005
0.0939	4.4596	1048	0.9883	0.5145	0.9883	0.9941
0.0939	4.4681	1050	0.9764	0.5161	0.9764	0.9881
0.0939	4.4766	1052	0.9266	0.5161	0.9266	0.9626
0.0939	4.4851	1054	0.9050	0.5406	0.9050	0.9513
0.0939	4.4936	1056	0.9283	0.5161	0.9283	0.9635
0.0939	4.5021	1058	0.9578	0.5161	0.9578	0.9787
0.0939	4.5106	1060	0.9823	0.5161	0.9823	0.9911
0.0939	4.5191	1062	0.9821	0.5406	0.9821	0.9910
0.0939	4.5277	1064	0.9892	0.5406	0.9892	0.9946
0.0939	4.5362	1066	0.9983	0.5406	0.9983	0.9991
0.0939	4.5447	1068	1.0009	0.5406	1.0009	1.0005
0.0939	4.5532	1070	0.9592	0.5406	0.9592	0.9794
0.0939	4.5617	1072	0.9294	0.5406	0.9294	0.9640
0.0939	4.5702	1074	0.9368	0.5406	0.9368	0.9679
0.0939	4.5787	1076	0.9716	0.5406	0.9716	0.9857
0.0939	4.5872	1078	1.0328	0.5039	1.0328	1.0163
0.0939	4.5957	1080	1.0722	0.4908	1.0722	1.0355
0.0939	4.6043	1082	1.1083	0.4908	1.1083	1.0528
0.0939	4.6128	1084	1.1455	0.4908	1.1455	1.0703
0.0939	4.6213	1086	1.1194	0.4908	1.1194	1.0580
0.0939	4.6298	1088	1.0766	0.4908	1.0766	1.0376
0.0939	4.6383	1090	1.0482	0.4677	1.0482	1.0238
0.0939	4.6468	1092	1.0846	0.4677	1.0846	1.0414
0.0939	4.6553	1094	1.1486	0.4908	1.1486	1.0717
0.0939	4.6638	1096	1.1510	0.4908	1.1510	1.0729
0.0939	4.6723	1098	1.0944	0.4812	1.0944	1.0461
0.0939	4.6809	1100	1.0006	0.5187	1.0006	1.0003
0.0939	4.6894	1102	0.9222	0.5187	0.9222	0.9603
0.0939	4.6979	1104	0.8724	0.5164	0.8724	0.9340
0.0939	4.7064	1106	0.8524	0.5580	0.8524	0.9233
0.0939	4.7149	1108	0.8716	0.5187	0.8716	0.9336
0.0939	4.7234	1110	0.9103	0.5406	0.9103	0.9541
0.0939	4.7319	1112	0.9302	0.5406	0.9302	0.9644
0.0939	4.7404	1114	0.9475	0.5406	0.9475	0.9734
0.0939	4.7489	1116	0.9565	0.5281	0.9565	0.9780
0.0939	4.7574	1118	0.9259	0.5638	0.9259	0.9622
0.0939	4.7660	1120	0.8996	0.5638	0.8996	0.9485
0.0939	4.7745	1122	0.8916	0.5638	0.8916	0.9443
0.0939	4.7830	1124	0.8865	0.5638	0.8865	0.9415
0.0939	4.7915	1126	0.9152	0.5638	0.9152	0.9567
0.0939	4.8	1128	0.9806	0.5837	0.9806	0.9902
0.0939	4.8085	1130	1.0223	0.5590	1.0223	1.0111
0.0939	4.8170	1132	1.0097	0.5385	1.0097	1.0049
0.0939	4.8255	1134	1.0229	0.5385	1.0229	1.0114
0.0939	4.8340	1136	1.0500	0.5385	1.0500	1.0247
0.0939	4.8426	1138	1.0032	0.5385	1.0032	1.0016
0.0939	4.8511	1140	0.9520	0.5385	0.9520	0.9757
0.0939	4.8596	1142	0.8915	0.5428	0.8915	0.9442
0.0939	4.8681	1144	0.8459	0.5691	0.8459	0.9197
0.0939	4.8766	1146	0.8021	0.6190	0.8021	0.8956
0.0939	4.8851	1148	0.7561	0.6451	0.7561	0.8696
0.0939	4.8936	1150	0.7281	0.6587	0.7281	0.8533
0.0939	4.9021	1152	0.7033	0.6379	0.7033	0.8386
0.0939	4.9106	1154	0.6739	0.6528	0.6739	0.8209
0.0939	4.9191	1156	0.6610	0.6528	0.6610	0.8130
0.0939	4.9277	1158	0.6673	0.6528	0.6673	0.8169
0.0939	4.9362	1160	0.6822	0.6528	0.6822	0.8259
0.0939	4.9447	1162	0.7218	0.6587	0.7218	0.8496
0.0939	4.9532	1164	0.7545	0.6314	0.7545	0.8686
0.0939	4.9617	1166	0.7932	0.6519	0.7932	0.8906
0.0939	4.9702	1168	0.8368	0.5992	0.8368	0.9147
0.0939	4.9787	1170	0.8184	0.6117	0.8184	0.9047
0.0939	4.9872	1172	0.7776	0.6190	0.7776	0.8818
0.0939	4.9957	1174	0.7149	0.6786	0.7149	0.8455
0.0939	5.0043	1176	0.6625	0.6875	0.6625	0.8139
0.0939	5.0128	1178	0.6435	0.7025	0.6435	0.8022
0.0939	5.0213	1180	0.6364	0.6831	0.6364	0.7977
0.0939	5.0298	1182	0.6373	0.6468	0.6373	0.7983
0.0939	5.0383	1184	0.6467	0.6747	0.6467	0.8042
0.0939	5.0468	1186	0.6742	0.6956	0.6742	0.8211
0.0939	5.0553	1188	0.7235	0.7155	0.7235	0.8506
0.0939	5.0638	1190	0.7567	0.6176	0.7567	0.8699
0.0939	5.0723	1192	0.7787	0.6	0.7787	0.8825
0.0939	5.0809	1194	0.7818	0.6	0.7818	0.8842
0.0939	5.0894	1196	0.7676	0.6385	0.7676	0.8761
0.0939	5.0979	1198	0.7381	0.6176	0.7381	0.8592
0.0939	5.1064	1200	0.6955	0.6956	0.6955	0.8340
0.0939	5.1149	1202	0.6765	0.6956	0.6765	0.8225
0.0939	5.1234	1204	0.6870	0.6914	0.6870	0.8288
0.0939	5.1319	1206	0.6959	0.7295	0.6959	0.8342
0.0939	5.1404	1208	0.7133	0.6751	0.7133	0.8445
0.0939	5.1489	1210	0.7424	0.6153	0.7424	0.8616
0.0939	5.1574	1212	0.7761	0.6026	0.7761	0.8810
0.0939	5.1660	1214	0.7928	0.6026	0.7928	0.8904
0.0939	5.1745	1216	0.7948	0.6300	0.7948	0.8915
0.0939	5.1830	1218	0.8068	0.5931	0.8068	0.8982
0.0939	5.1915	1220	0.8324	0.5931	0.8324	0.9124
0.0939	5.2	1222	0.8481	0.5931	0.8481	0.9209
0.0939	5.2085	1224	0.8645	0.5931	0.8645	0.9298
0.0939	5.2170	1226	0.8501	0.5931	0.8501	0.9220
0.0939	5.2255	1228	0.8189	0.5931	0.8189	0.9049
0.0939	5.2340	1230	0.7918	0.6341	0.7918	0.8898
0.0939	5.2426	1232	0.7634	0.6341	0.7634	0.8737
0.0939	5.2511	1234	0.7635	0.6341	0.7635	0.8738
0.0939	5.2596	1236	0.7461	0.6341	0.7461	0.8637
0.0939	5.2681	1238	0.7013	0.6786	0.7013	0.8374
0.0939	5.2766	1240	0.6869	0.6786	0.6869	0.8288
0.0939	5.2851	1242	0.6876	0.7346	0.6876	0.8292
0.0939	5.2936	1244	0.7042	0.6786	0.7042	0.8392
0.0939	5.3021	1246	0.7052	0.7346	0.7052	0.8398
0.0939	5.3106	1248	0.7263	0.6473	0.7263	0.8522
0.0939	5.3191	1250	0.7384	0.6341	0.7384	0.8593
0.0939	5.3277	1252	0.7804	0.5931	0.7804	0.8834
0.0939	5.3362	1254	0.8478	0.5300	0.8478	0.9208
0.0939	5.3447	1256	0.9208	0.5039	0.9208	0.9596
0.0939	5.3532	1258	0.9388	0.5039	0.9388	0.9689
0.0939	5.3617	1260	0.9097	0.5039	0.9097	0.9538
0.0939	5.3702	1262	0.8696	0.5840	0.8696	0.9325
0.0939	5.3787	1264	0.8553	0.5616	0.8553	0.9249
0.0939	5.3872	1266	0.8738	0.5616	0.8738	0.9348
0.0939	5.3957	1268	0.9032	0.5840	0.9032	0.9504
0.0939	5.4043	1270	0.9169	0.5591	0.9169	0.9575
0.0939	5.4128	1272	0.9224	0.5808	0.9224	0.9604
0.0939	5.4213	1274	0.9451	0.5039	0.9451	0.9722
0.0939	5.4298	1276	0.9456	0.5039	0.9456	0.9724
0.0939	5.4383	1278	0.9616	0.5039	0.9616	0.9806
0.0939	5.4468	1280	0.9722	0.5039	0.9722	0.9860
0.0939	5.4553	1282	0.9482	0.5039	0.9482	0.9737
0.0939	5.4638	1284	0.9369	0.5039	0.9369	0.9679
0.0939	5.4723	1286	0.9206	0.5536	0.9206	0.9595
0.0939	5.4809	1288	0.8873	0.5840	0.8873	0.9420
0.0939	5.4894	1290	0.8842	0.5840	0.8842	0.9403
0.0939	5.4979	1292	0.8703	0.5840	0.8703	0.9329
0.0939	5.5064	1294	0.8786	0.5840	0.8786	0.9373
0.0939	5.5149	1296	0.8693	0.5562	0.8693	0.9324
0.0939	5.5234	1298	0.8858	0.5536	0.8858	0.9412
0.0939	5.5319	1300	0.8669	0.4935	0.8669	0.9311
0.0939	5.5404	1302	0.8453	0.5300	0.8453	0.9194
0.0939	5.5489	1304	0.8375	0.5512	0.8375	0.9151
0.0939	5.5574	1306	0.8274	0.5867	0.8274	0.9096
0.0939	5.5660	1308	0.7935	0.6026	0.7935	0.8908
0.0939	5.5745	1310	0.7593	0.6319	0.7593	0.8714
0.0939	5.5830	1312	0.7163	0.7280	0.7163	0.8463
0.0939	5.5915	1314	0.6993	0.6897	0.6993	0.8362
0.0939	5.6	1316	0.7026	0.6956	0.7026	0.8382
0.0939	5.6085	1318	0.7168	0.6956	0.7168	0.8467
0.0939	5.6170	1320	0.7310	0.6758	0.7310	0.8550
0.0939	5.6255	1322	0.7557	0.6618	0.7557	0.8693
0.0939	5.6340	1324	0.7889	0.6136	0.7889	0.8882
0.0939	5.6426	1326	0.8036	0.5205	0.8036	0.8965
0.0939	5.6511	1328	0.7990	0.5586	0.7990	0.8939
0.0939	5.6596	1330	0.7706	0.6136	0.7706	0.8778
0.0939	5.6681	1332	0.7494	0.6271	0.7494	0.8657
0.0939	5.6766	1334	0.7352	0.6538	0.7352	0.8574
0.0939	5.6851	1336	0.7346	0.6538	0.7346	0.8571
0.0939	5.6936	1338	0.7493	0.6734	0.7493	0.8656
0.0939	5.7021	1340	0.7875	0.6341	0.7875	0.8874
0.0939	5.7106	1342	0.8275	0.5664	0.8275	0.9097
0.0939	5.7191	1344	0.8534	0.5489	0.8534	0.9238
0.0939	5.7277	1346	0.8404	0.5512	0.8404	0.9167
0.0939	5.7362	1348	0.8366	0.5300	0.8366	0.9146
0.0939	5.7447	1350	0.8424	0.5300	0.8424	0.9178
0.0939	5.7532	1352	0.8542	0.5300	0.8542	0.9242
0.0939	5.7617	1354	0.8488	0.5300	0.8488	0.9213
0.0939	5.7702	1356	0.8092	0.5586	0.8092	0.8995
0.0939	5.7787	1358	0.7715	0.575	0.7715	0.8784
0.0939	5.7872	1360	0.7527	0.6405	0.7527	0.8676
0.0939	5.7957	1362	0.7494	0.6405	0.7494	0.8657
0.0939	5.8043	1364	0.7535	0.6451	0.7535	0.8680
0.0939	5.8128	1366	0.7680	0.5781	0.7680	0.8764
0.0939	5.8213	1368	0.7706	0.5781	0.7706	0.8778
0.0939	5.8298	1370	0.7702	0.5781	0.7702	0.8776
0.0939	5.8383	1372	0.7726	0.5921	0.7726	0.8790
0.0939	5.8468	1374	0.7996	0.575	0.7996	0.8942
0.0939	5.8553	1376	0.8327	0.5586	0.8327	0.9125
0.0939	5.8638	1378	0.8522	0.5300	0.8522	0.9231
0.0939	5.8723	1380	0.8425	0.5664	0.8425	0.9179
0.0939	5.8809	1382	0.8142	0.5920	0.8142	0.9023
0.0939	5.8894	1384	0.7748	0.6279	0.7748	0.8802
0.0939	5.8979	1386	0.7556	0.6405	0.7556	0.8692
0.0939	5.9064	1388	0.7429	0.6211	0.7429	0.8619
0.0939	5.9149	1390	0.7497	0.6405	0.7497	0.8659
0.0939	5.9234	1392	0.7719	0.6279	0.7719	0.8786
0.0939	5.9319	1394	0.7809	0.6279	0.7809	0.8837
0.0939	5.9404	1396	0.7786	0.6279	0.7786	0.8824
0.0939	5.9489	1398	0.7944	0.6153	0.7944	0.8913
0.0939	5.9574	1400	0.7903	0.6153	0.7903	0.8890
0.0939	5.9660	1402	0.7743	0.6557	0.7743	0.8800
0.0939	5.9745	1404	0.7484	0.6734	0.7484	0.8651
0.0939	5.9830	1406	0.7103	0.6587	0.7103	0.8428
0.0939	5.9915	1408	0.6776	0.6622	0.6776	0.8232
0.0939	6.0	1410	0.6684	0.6743	0.6684	0.8175
0.0939	6.0085	1412	0.6695	0.6743	0.6695	0.8183
0.0939	6.0170	1414	0.6809	0.7195	0.6809	0.8251
0.0939	6.0255	1416	0.7093	0.6538	0.7093	0.8422
0.0939	6.0340	1418	0.7381	0.6734	0.7381	0.8591
0.0939	6.0426	1420	0.7398	0.6447	0.7398	0.8601
0.0939	6.0511	1422	0.7265	0.6734	0.7265	0.8524
0.0939	6.0596	1424	0.7019	0.6734	0.7019	0.8378
0.0939	6.0681	1426	0.6891	0.6538	0.6891	0.8301
0.0939	6.0766	1428	0.6840	0.6538	0.6840	0.8270
0.0939	6.0851	1430	0.6870	0.6734	0.6870	0.8288
0.0939	6.0936	1432	0.6988	0.6734	0.6988	0.8359
0.0939	6.1021	1434	0.7066	0.6734	0.7066	0.8406
0.0939	6.1106	1436	0.7057	0.6734	0.7057	0.8401
0.0939	6.1191	1438	0.7223	0.6447	0.7223	0.8499
0.0939	6.1277	1440	0.7329	0.6405	0.7329	0.8561
0.0939	6.1362	1442	0.7491	0.6405	0.7491	0.8655
0.0939	6.1447	1444	0.7604	0.6405	0.7604	0.8720
0.0939	6.1532	1446	0.7728	0.6405	0.7728	0.8791
0.0939	6.1617	1448	0.7607	0.6608	0.7607	0.8722
0.0939	6.1702	1450	0.7553	0.6608	0.7553	0.8691
0.0939	6.1787	1452	0.7494	0.6608	0.7494	0.8657
0.0939	6.1872	1454	0.7349	0.6608	0.7349	0.8573
0.0939	6.1957	1456	0.7185	0.6833	0.7185	0.8477
0.0939	6.2043	1458	0.6974	0.7327	0.6974	0.8351
0.0939	6.2128	1460	0.6788	0.7216	0.6788	0.8239
0.0939	6.2213	1462	0.6682	0.6855	0.6682	0.8174
0.0939	6.2298	1464	0.6615	0.6855	0.6615	0.8133
0.0939	6.2383	1466	0.6624	0.6855	0.6624	0.8139
0.0939	6.2468	1468	0.6630	0.6892	0.6630	0.8142
0.0939	6.2553	1470	0.6637	0.6892	0.6637	0.8147
0.0939	6.2638	1472	0.6689	0.6892	0.6689	0.8179
0.0939	6.2723	1474	0.6814	0.6932	0.6814	0.8255
0.0939	6.2809	1476	0.7040	0.7171	0.7040	0.8391
0.0939	6.2894	1478	0.7338	0.6734	0.7338	0.8566
0.0939	6.2979	1480	0.7667	0.6557	0.7667	0.8756
0.0939	6.3064	1482	0.7676	0.6557	0.7676	0.8761
0.0939	6.3149	1484	0.7495	0.6684	0.7495	0.8657
0.0939	6.3234	1486	0.7250	0.6684	0.7250	0.8514
0.0939	6.3319	1488	0.6921	0.6576	0.6921	0.8319
0.0939	6.3404	1490	0.6664	0.6968	0.6664	0.8163
0.0939	6.3489	1492	0.6647	0.6968	0.6647	0.8153
0.0939	6.3574	1494	0.6612	0.6968	0.6612	0.8131
0.0939	6.3660	1496	0.6673	0.6956	0.6673	0.8169
0.0939	6.3745	1498	0.6726	0.6747	0.6726	0.8201
0.0567	6.3830	1500	0.6841	0.6956	0.6841	0.8271
0.0567	6.3915	1502	0.7038	0.6956	0.7038	0.8389
0.0567	6.4	1504	0.7477	0.6271	0.7477	0.8647
0.0567	6.4085	1506	0.7798	0.6300	0.7798	0.8831
0.0567	6.4170	1508	0.8087	0.6300	0.8087	0.8993
0.0567	6.4255	1510	0.8035	0.6300	0.8035	0.8964
0.0567	6.4340	1512	0.7849	0.6300	0.7849	0.8860
0.0567	6.4426	1514	0.7504	0.6239	0.7504	0.8662
0.0567	6.4511	1516	0.7290	0.6814	0.7290	0.8538
0.0567	6.4596	1518	0.7084	0.6956	0.7084	0.8417
0.0567	6.4681	1520	0.6989	0.6956	0.6989	0.8360
0.0567	6.4766	1522	0.7063	0.6956	0.7063	0.8404
0.0567	6.4851	1524	0.7381	0.6814	0.7381	0.8592
0.0567	6.4936	1526	0.7806	0.6176	0.7806	0.8835
0.0567	6.5021	1528	0.8402	0.556	0.8402	0.9166
0.0567	6.5106	1530	0.9051	0.5295	0.9051	0.9513
0.0567	6.5191	1532	0.9432	0.4784	0.9432	0.9712
0.0567	6.5277	1534	0.9330	0.4784	0.9330	0.9659
0.0567	6.5362	1536	0.8924	0.5041	0.8924	0.9447
0.0567	6.5447	1538	0.8541	0.5187	0.8541	0.9242
0.0567	6.5532	1540	0.8382	0.556	0.8382	0.9155
0.0567	6.5617	1542	0.7923	0.6385	0.7923	0.8901
0.0567	6.5702	1544	0.7527	0.6519	0.7527	0.8676
0.0567	6.5787	1546	0.7448	0.6519	0.7448	0.8630
0.0567	6.5872	1548	0.7511	0.6519	0.7511	0.8666
0.0567	6.5957	1550	0.7508	0.6519	0.7508	0.8665
0.0567	6.6043	1552	0.7528	0.6519	0.7528	0.8676
0.0567	6.6128	1554	0.7530	0.6519	0.7530	0.8677
0.0567	6.6213	1556	0.7394	0.6098	0.7394	0.8599
0.0567	6.6298	1558	0.7297	0.6549	0.7297	0.8542
0.0567	6.6383	1560	0.7384	0.6098	0.7384	0.8593
0.0567	6.6468	1562	0.7402	0.6098	0.7402	0.8604
0.0567	6.6553	1564	0.7423	0.6098	0.7423	0.8616
0.0567	6.6638	1566	0.7531	0.6098	0.7531	0.8678
0.0567	6.6723	1568	0.7594	0.6098	0.7594	0.8714
0.0567	6.6809	1570	0.7601	0.6672	0.7601	0.8718
0.0567	6.6894	1572	0.7474	0.6455	0.7474	0.8645
0.0567	6.6979	1574	0.7432	0.6601	0.7432	0.8621
0.0567	6.7064	1576	0.7405	0.6601	0.7405	0.8605
0.0567	6.7149	1578	0.7413	0.6455	0.7413	0.8610
0.0567	6.7234	1580	0.7568	0.6672	0.7568	0.8700
0.0567	6.7319	1582	0.7670	0.6385	0.7670	0.8758
0.0567	6.7404	1584	0.7640	0.6519	0.7640	0.8741
0.0567	6.7489	1586	0.7610	0.6473	0.7610	0.8724
0.0567	6.7574	1588	0.7608	0.6473	0.7608	0.8723
0.0567	6.7660	1590	0.7728	0.6473	0.7728	0.8791
0.0567	6.7745	1592	0.7803	0.6341	0.7803	0.8834
0.0567	6.7830	1594	0.7721	0.6341	0.7721	0.8787
0.0567	6.7915	1596	0.7675	0.6341	0.7675	0.8761
0.0567	6.8	1598	0.7828	0.6341	0.7828	0.8847
0.0567	6.8085	1600	0.8167	0.5664	0.8167	0.9037
0.0567	6.8170	1602	0.8621	0.5512	0.8621	0.9285
0.0567	6.8255	1604	0.8869	0.5512	0.8869	0.9418
0.0567	6.8340	1606	0.8903	0.5512	0.8903	0.9436
0.0567	6.8426	1608	0.8860	0.5512	0.8860	0.9413
0.0567	6.8511	1610	0.8755	0.5512	0.8755	0.9357
0.0567	6.8596	1612	0.8836	0.5512	0.8836	0.9400
0.0567	6.8681	1614	0.8834	0.5512	0.8834	0.9399
0.0567	6.8766	1616	0.8706	0.5512	0.8706	0.9331
0.0567	6.8851	1618	0.8603	0.5512	0.8603	0.9275
0.0567	6.8936	1620	0.8503	0.5300	0.8503	0.9221
0.0567	6.9021	1622	0.8327	0.5664	0.8327	0.9125
0.0567	6.9106	1624	0.8145	0.6153	0.8145	0.9025
0.0567	6.9191	1626	0.7965	0.6279	0.7965	0.8925
0.0567	6.9277	1628	0.7983	0.6153	0.7983	0.8935
0.0567	6.9362	1630	0.8082	0.6153	0.8082	0.8990
0.0567	6.9447	1632	0.8284	0.5300	0.8284	0.9102
0.0567	6.9532	1634	0.8595	0.5054	0.8595	0.9271
0.0567	6.9617	1636	0.9119	0.4784	0.9119	0.9549
0.0567	6.9702	1638	0.9676	0.5013	0.9676	0.9837
0.0567	6.9787	1640	0.9955	0.5013	0.9955	0.9977
0.0567	6.9872	1642	1.0053	0.5013	1.0053	1.0026
0.0567	6.9957	1644	0.9840	0.5013	0.9840	0.9919
0.0567	7.0043	1646	0.9465	0.5013	0.9465	0.9729
0.0567	7.0128	1648	0.8998	0.4784	0.8998	0.9486
0.0567	7.0213	1650	0.8747	0.5161	0.8747	0.9353
0.0567	7.0298	1652	0.8512	0.5054	0.8512	0.9226
0.0567	7.0383	1654	0.8463	0.5054	0.8463	0.9199
0.0567	7.0468	1656	0.8303	0.5054	0.8303	0.9112
0.0567	7.0553	1658	0.8111	0.6026	0.8111	0.9006
0.0567	7.0638	1660	0.7935	0.6026	0.7935	0.8908
0.0567	7.0723	1662	0.7920	0.6026	0.7920	0.8899
0.0567	7.0809	1664	0.7852	0.6026	0.7852	0.8861
0.0567	7.0894	1666	0.7812	0.6153	0.7812	0.8838
0.0567	7.0979	1668	0.7929	0.6026	0.7929	0.8905
0.0567	7.1064	1670	0.8068	0.6026	0.8068	0.8982
0.0567	7.1149	1672	0.8235	0.6026	0.8235	0.9075
0.0567	7.1234	1674	0.8323	0.5664	0.8323	0.9123
0.0567	7.1319	1676	0.8339	0.5664	0.8339	0.9132
0.0567	7.1404	1678	0.8211	0.6300	0.8211	0.9062
0.0567	7.1489	1680	0.7993	0.6271	0.7993	0.8941
0.0567	7.1574	1682	0.7830	0.6239	0.7830	0.8849
0.0567	7.1660	1684	0.7691	0.6601	0.7691	0.8770
0.0567	7.1745	1686	0.7570	0.6747	0.7570	0.8701
0.0567	7.1830	1688	0.7510	0.6747	0.7510	0.8666
0.0567	7.1915	1690	0.7451	0.6747	0.7451	0.8632
0.0567	7.2	1692	0.7507	0.6747	0.7507	0.8665
0.0567	7.2085	1694	0.7750	0.6814	0.7750	0.8803
0.0567	7.2170	1696	0.8034	0.6271	0.8034	0.8963
0.0567	7.2255	1698	0.8312	0.6153	0.8312	0.9117
0.0567	7.2340	1700	0.8703	0.5300	0.8703	0.9329
0.0567	7.2426	1702	0.8961	0.5300	0.8961	0.9466
0.0567	7.2511	1704	0.8871	0.5300	0.8871	0.9418
0.0567	7.2596	1706	0.8574	0.6153	0.8574	0.9260
0.0567	7.2681	1708	0.8349	0.6279	0.8349	0.9137
0.0567	7.2766	1710	0.8336	0.6279	0.8336	0.9130
0.0567	7.2851	1712	0.8297	0.6279	0.8297	0.9109
0.0567	7.2936	1714	0.8371	0.6279	0.8371	0.9150
0.0567	7.3021	1716	0.8313	0.6279	0.8313	0.9118
0.0567	7.3106	1718	0.8347	0.6279	0.8347	0.9136
0.0567	7.3191	1720	0.8424	0.6279	0.8424	0.9178
0.0567	7.3277	1722	0.8459	0.6279	0.8459	0.9198
0.0567	7.3362	1724	0.8415	0.6279	0.8415	0.9174
0.0567	7.3447	1726	0.8317	0.6279	0.8317	0.9120
0.0567	7.3532	1728	0.8246	0.6279	0.8246	0.9081
0.0567	7.3617	1730	0.8303	0.6279	0.8303	0.9112
0.0567	7.3702	1732	0.8410	0.5920	0.8410	0.9170
0.0567	7.3787	1734	0.8713	0.5770	0.8713	0.9334
0.0567	7.3872	1736	0.8930	0.5406	0.8930	0.9450
0.0567	7.3957	1738	0.9019	0.5406	0.9019	0.9497
0.0567	7.4043	1740	0.9299	0.5039	0.9299	0.9643
0.0567	7.4128	1742	0.9401	0.5039	0.9401	0.9696
0.0567	7.4213	1744	0.9193	0.5039	0.9193	0.9588
0.0567	7.4298	1746	0.8777	0.5406	0.8777	0.9369
0.0567	7.4383	1748	0.8475	0.5792	0.8475	0.9206
0.0567	7.4468	1750	0.8061	0.6557	0.8061	0.8978
0.0567	7.4553	1752	0.7776	0.6405	0.7776	0.8818
0.0567	7.4638	1754	0.7635	0.6405	0.7635	0.8738
0.0567	7.4723	1756	0.7644	0.6405	0.7644	0.8743
0.0567	7.4809	1758	0.7725	0.6405	0.7725	0.8789
0.0567	7.4894	1760	0.7866	0.6604	0.7866	0.8869
0.0567	7.4979	1762	0.7969	0.6604	0.7969	0.8927
0.0567	7.5064	1764	0.8035	0.6604	0.8035	0.8964
0.0567	7.5149	1766	0.8160	0.6429	0.8160	0.9033
0.0567	7.5234	1768	0.8320	0.5664	0.8320	0.9121
0.0567	7.5319	1770	0.8434	0.5664	0.8434	0.9184
0.0567	7.5404	1772	0.8531	0.5664	0.8531	0.9237
0.0567	7.5489	1774	0.8474	0.5664	0.8474	0.9205
0.0567	7.5574	1776	0.8423	0.6026	0.8423	0.9177
0.0567	7.5660	1778	0.8269	0.6026	0.8269	0.9093
0.0567	7.5745	1780	0.8043	0.6279	0.8043	0.8968
0.0567	7.5830	1782	0.7782	0.6405	0.7782	0.8821
0.0567	7.5915	1784	0.7637	0.6538	0.7637	0.8739
0.0567	7.6	1786	0.7640	0.6538	0.7640	0.8741
0.0567	7.6085	1788	0.7577	0.6538	0.7577	0.8705
0.0567	7.6170	1790	0.7597	0.6447	0.7597	0.8716
0.0567	7.6255	1792	0.7729	0.6447	0.7729	0.8792
0.0567	7.6340	1794	0.7883	0.6279	0.7883	0.8879
0.0567	7.6426	1796	0.8061	0.6279	0.8061	0.8978
0.0567	7.6511	1798	0.8212	0.6279	0.8212	0.9062
0.0567	7.6596	1800	0.8367	0.6279	0.8367	0.9147
0.0567	7.6681	1802	0.8357	0.6279	0.8357	0.9141
0.0567	7.6766	1804	0.8282	0.6279	0.8282	0.9101
0.0567	7.6851	1806	0.8236	0.6279	0.8236	0.9075
0.0567	7.6936	1808	0.8140	0.6279	0.8140	0.9022
0.0567	7.7021	1810	0.8040	0.6279	0.8040	0.8967
0.0567	7.7106	1812	0.7850	0.6319	0.7850	0.8860
0.0567	7.7191	1814	0.7633	0.6405	0.7633	0.8737
0.0567	7.7277	1816	0.7480	0.6538	0.7480	0.8649
0.0567	7.7362	1818	0.7413	0.6121	0.7413	0.8610
0.0567	7.7447	1820	0.7402	0.6334	0.7402	0.8604
0.0567	7.7532	1822	0.7383	0.6334	0.7383	0.8592
0.0567	7.7617	1824	0.7322	0.6334	0.7322	0.8557
0.0567	7.7702	1826	0.7317	0.6334	0.7317	0.8554
0.0567	7.7787	1828	0.7413	0.6538	0.7413	0.8610
0.0567	7.7872	1830	0.7481	0.6538	0.7481	0.8649
0.0567	7.7957	1832	0.7486	0.6538	0.7486	0.8652
0.0567	7.8043	1834	0.7573	0.6538	0.7573	0.8702
0.0567	7.8128	1836	0.7694	0.6734	0.7694	0.8771
0.0567	7.8213	1838	0.7835	0.6319	0.7835	0.8851
0.0567	7.8298	1840	0.8027	0.6319	0.8027	0.8959
0.0567	7.8383	1842	0.8065	0.6319	0.8065	0.8981
0.0567	7.8468	1844	0.7839	0.6447	0.7839	0.8854
0.0567	7.8553	1846	0.7699	0.6734	0.7699	0.8775
0.0567	7.8638	1848	0.7581	0.6538	0.7581	0.8707
0.0567	7.8723	1850	0.7454	0.6334	0.7454	0.8634
0.0567	7.8809	1852	0.7302	0.6334	0.7302	0.8545
0.0567	7.8894	1854	0.7216	0.6334	0.7216	0.8495
0.0567	7.8979	1856	0.7149	0.6311	0.7149	0.8455
0.0567	7.9064	1858	0.7078	0.6355	0.7078	0.8413
0.0567	7.9149	1860	0.6998	0.6240	0.6998	0.8365
0.0567	7.9234	1862	0.6954	0.6240	0.6954	0.8339
0.0567	7.9319	1864	0.6971	0.6240	0.6971	0.8349
0.0567	7.9404	1866	0.7063	0.6334	0.7063	0.8404
0.0567	7.9489	1868	0.7183	0.6334	0.7183	0.8475
0.0567	7.9574	1870	0.7257	0.6334	0.7257	0.8519
0.0567	7.9660	1872	0.7298	0.6334	0.7298	0.8543
0.0567	7.9745	1874	0.7409	0.6334	0.7409	0.8608
0.0567	7.9830	1876	0.7595	0.6334	0.7595	0.8715
0.0567	7.9915	1878	0.7712	0.6734	0.7712	0.8782
0.0567	8.0	1880	0.7708	0.6734	0.7708	0.8780
0.0567	8.0085	1882	0.7573	0.6334	0.7573	0.8702
0.0567	8.0170	1884	0.7343	0.6334	0.7343	0.8569
0.0567	8.0255	1886	0.7145	0.6334	0.7145	0.8453
0.0567	8.0340	1888	0.6955	0.6897	0.6955	0.8339
0.0567	8.0426	1890	0.6801	0.6747	0.6801	0.8247
0.0567	8.0511	1892	0.6710	0.6711	0.6710	0.8191
0.0567	8.0596	1894	0.6683	0.6373	0.6683	0.8175
0.0567	8.0681	1896	0.6709	0.6711	0.6709	0.8191
0.0567	8.0766	1898	0.6792	0.6747	0.6792	0.8241
0.0567	8.0851	1900	0.6933	0.6747	0.6933	0.8326
0.0567	8.0936	1902	0.7134	0.6897	0.7134	0.8447
0.0567	8.1021	1904	0.7346	0.6334	0.7346	0.8571
0.0567	8.1106	1906	0.7436	0.6334	0.7436	0.8623
0.0567	8.1191	1908	0.7450	0.6334	0.7450	0.8631
0.0567	8.1277	1910	0.7510	0.6334	0.7510	0.8666
0.0567	8.1362	1912	0.7615	0.6334	0.7615	0.8727
0.0567	8.1447	1914	0.7604	0.6334	0.7604	0.8720
0.0567	8.1532	1916	0.7551	0.6334	0.7551	0.8690
0.0567	8.1617	1918	0.7609	0.6334	0.7609	0.8723
0.0567	8.1702	1920	0.7581	0.6334	0.7581	0.8707
0.0567	8.1787	1922	0.7630	0.6334	0.7630	0.8735
0.0567	8.1872	1924	0.7749	0.6334	0.7749	0.8803
0.0567	8.1957	1926	0.7898	0.6334	0.7898	0.8887
0.0567	8.2043	1928	0.8009	0.6405	0.8009	0.8949
0.0567	8.2128	1930	0.8033	0.6405	0.8033	0.8963
0.0567	8.2213	1932	0.8140	0.5886	0.8140	0.9022
0.0567	8.2298	1934	0.8232	0.5965	0.8232	0.9073
0.0567	8.2383	1936	0.8272	0.5965	0.8272	0.9095
0.0567	8.2468	1938	0.8266	0.5965	0.8266	0.9092
0.0567	8.2553	1940	0.8311	0.5965	0.8311	0.9116
0.0567	8.2638	1942	0.8338	0.5965	0.8338	0.9131
0.0567	8.2723	1944	0.8333	0.5965	0.8333	0.9129
0.0567	8.2809	1946	0.8299	0.5965	0.8299	0.9110
0.0567	8.2894	1948	0.8281	0.6230	0.8281	0.9100
0.0567	8.2979	1950	0.8350	0.5691	0.8350	0.9138
0.0567	8.3064	1952	0.8408	0.532	0.8408	0.9169
0.0567	8.3149	1954	0.8361	0.5586	0.8361	0.9144
0.0567	8.3234	1956	0.8281	0.5720	0.8281	0.9100
0.0567	8.3319	1958	0.8140	0.6271	0.8140	0.9022
0.0567	8.3404	1960	0.8079	0.6059	0.8079	0.8989
0.0567	8.3489	1962	0.8068	0.5270	0.8068	0.8982
0.0567	8.3574	1964	0.8041	0.5270	0.8041	0.8967
0.0567	8.3660	1966	0.8093	0.5270	0.8093	0.8996
0.0567	8.3745	1968	0.8258	0.5111	0.8258	0.9087
0.0567	8.3830	1970	0.8397	0.4972	0.8397	0.9164
0.0567	8.3915	1972	0.8498	0.5205	0.8498	0.9218
0.0567	8.4	1974	0.8491	0.5205	0.8491	0.9214
0.0567	8.4085	1976	0.8446	0.5205	0.8446	0.9190
0.0567	8.4170	1978	0.8425	0.5205	0.8425	0.9179
0.0567	8.4255	1980	0.8389	0.5965	0.8389	0.9159
0.0567	8.4340	1982	0.8334	0.5965	0.8334	0.9129
0.0567	8.4426	1984	0.8345	0.5691	0.8345	0.9135
0.0567	8.4511	1986	0.8307	0.6190	0.8307	0.9114
0.0567	8.4596	1988	0.8320	0.6190	0.8320	0.9121
0.0567	8.4681	1990	0.8387	0.6026	0.8387	0.9158
0.0567	8.4766	1992	0.8483	0.6026	0.8483	0.9210
0.0567	8.4851	1994	0.8547	0.6026	0.8547	0.9245
0.0567	8.4936	1996	0.8589	0.6026	0.8589	0.9267
0.0567	8.5021	1998	0.8562	0.6026	0.8562	0.9253
0.0443	8.5106	2000	0.8440	0.6026	0.8440	0.9187
0.0443	8.5191	2002	0.8282	0.6279	0.8282	0.9100
0.0443	8.5277	2004	0.8119	0.6405	0.8119	0.9010
0.0443	8.5362	2006	0.8070	0.6734	0.8070	0.8984
0.0443	8.5447	2008	0.8059	0.6734	0.8059	0.8977
0.0443	8.5532	2010	0.8016	0.6734	0.8016	0.8953
0.0443	8.5617	2012	0.7985	0.6734	0.7985	0.8936
0.0443	8.5702	2014	0.7909	0.6734	0.7909	0.8893
0.0443	8.5787	2016	0.7841	0.6734	0.7841	0.8855
0.0443	8.5872	2018	0.7700	0.6734	0.7700	0.8775
0.0443	8.5957	2020	0.7542	0.6334	0.7542	0.8685
0.0443	8.6043	2022	0.7407	0.6334	0.7407	0.8607
0.0443	8.6128	2024	0.7408	0.6334	0.7408	0.8607
0.0443	8.6213	2026	0.7442	0.6334	0.7442	0.8627
0.0443	8.6298	2028	0.7511	0.6538	0.7511	0.8666
0.0443	8.6383	2030	0.7544	0.6734	0.7544	0.8685
0.0443	8.6468	2032	0.7510	0.6734	0.7510	0.8666
0.0443	8.6553	2034	0.7556	0.6734	0.7556	0.8692
0.0443	8.6638	2036	0.7541	0.6734	0.7541	0.8684
0.0443	8.6723	2038	0.7569	0.6734	0.7569	0.8700
0.0443	8.6809	2040	0.7552	0.6734	0.7552	0.8690
0.0443	8.6894	2042	0.7545	0.6734	0.7545	0.8686
0.0443	8.6979	2044	0.7557	0.6734	0.7557	0.8693
0.0443	8.7064	2046	0.7602	0.6734	0.7602	0.8719
0.0443	8.7149	2048	0.7669	0.6734	0.7669	0.8757
0.0443	8.7234	2050	0.7709	0.6734	0.7709	0.8780
0.0443	8.7319	2052	0.7709	0.6734	0.7709	0.8780
0.0443	8.7404	2054	0.7775	0.6734	0.7775	0.8817
0.0443	8.7489	2056	0.7829	0.6734	0.7829	0.8848
0.0443	8.7574	2058	0.7851	0.6734	0.7851	0.8860
0.0443	8.7660	2060	0.7824	0.6734	0.7824	0.8845
0.0443	8.7745	2062	0.7817	0.6734	0.7817	0.8842
0.0443	8.7830	2064	0.7845	0.6734	0.7845	0.8857
0.0443	8.7915	2066	0.7794	0.6734	0.7794	0.8828
0.0443	8.8	2068	0.7776	0.6734	0.7776	0.8818
0.0443	8.8085	2070	0.7731	0.6334	0.7731	0.8792
0.0443	8.8170	2072	0.7713	0.6334	0.7713	0.8782
0.0443	8.8255	2074	0.7760	0.6334	0.7760	0.8809
0.0443	8.8340	2076	0.7846	0.6157	0.7846	0.8858
0.0443	8.8426	2078	0.7907	0.6361	0.7908	0.8892
0.0443	8.8511	2080	0.7959	0.6361	0.7959	0.8921
0.0443	8.8596	2082	0.8002	0.6361	0.8002	0.8945
0.0443	8.8681	2084	0.8031	0.6361	0.8031	0.8962
0.0443	8.8766	2086	0.8054	0.6361	0.8054	0.8974
0.0443	8.8851	2088	0.8103	0.6361	0.8103	0.9002
0.0443	8.8936	2090	0.8173	0.6361	0.8173	0.9041
0.0443	8.9021	2092	0.8227	0.6190	0.8227	0.9071
0.0443	8.9106	2094	0.8230	0.6047	0.8230	0.9072
0.0443	8.9191	2096	0.8194	0.6047	0.8194	0.9052
0.0443	8.9277	2098	0.8114	0.6047	0.8114	0.9008
0.0443	8.9362	2100	0.8074	0.6405	0.8074	0.8986
0.0443	8.9447	2102	0.7983	0.6405	0.7983	0.8935
0.0443	8.9532	2104	0.7853	0.6734	0.7853	0.8862
0.0443	8.9617	2106	0.7718	0.6734	0.7718	0.8785
0.0443	8.9702	2108	0.7625	0.6734	0.7625	0.8732
0.0443	8.9787	2110	0.7569	0.6734	0.7569	0.8700
0.0443	8.9872	2112	0.7579	0.6734	0.7579	0.8706
0.0443	8.9957	2114	0.7561	0.6734	0.7561	0.8696
0.0443	9.0043	2116	0.7547	0.6734	0.7547	0.8687
0.0443	9.0128	2118	0.7575	0.6734	0.7575	0.8703
0.0443	9.0213	2120	0.7574	0.6734	0.7574	0.8703
0.0443	9.0298	2122	0.7576	0.6734	0.7576	0.8704
0.0443	9.0383	2124	0.7585	0.6734	0.7585	0.8709
0.0443	9.0468	2126	0.7573	0.6734	0.7573	0.8702
0.0443	9.0553	2128	0.7490	0.6734	0.7490	0.8654
0.0443	9.0638	2130	0.7393	0.6538	0.7393	0.8599
0.0443	9.0723	2132	0.7307	0.6334	0.7307	0.8548
0.0443	9.0809	2134	0.7239	0.6334	0.7239	0.8508
0.0443	9.0894	2136	0.7181	0.6334	0.7181	0.8474
0.0443	9.0979	2138	0.7165	0.6334	0.7165	0.8465
0.0443	9.1064	2140	0.7140	0.6334	0.7140	0.8450
0.0443	9.1149	2142	0.7138	0.6334	0.7138	0.8449
0.0443	9.1234	2144	0.7101	0.6334	0.7101	0.8427
0.0443	9.1319	2146	0.7058	0.6897	0.7058	0.8401
0.0443	9.1404	2148	0.7002	0.6897	0.7002	0.8368
0.0443	9.1489	2150	0.6966	0.6956	0.6966	0.8346
0.0443	9.1574	2152	0.6917	0.6747	0.6917	0.8317
0.0443	9.1660	2154	0.6889	0.6747	0.6889	0.8300
0.0443	9.1745	2156	0.6889	0.6747	0.6889	0.8300
0.0443	9.1830	2158	0.6917	0.6747	0.6917	0.8317
0.0443	9.1915	2160	0.6981	0.6747	0.6981	0.8355
0.0443	9.2	2162	0.7052	0.6956	0.7052	0.8398
0.0443	9.2085	2164	0.7107	0.6956	0.7107	0.8430
0.0443	9.2170	2166	0.7173	0.6379	0.7173	0.8470
0.0443	9.2255	2168	0.7251	0.6334	0.7251	0.8515
0.0443	9.2340	2170	0.7323	0.6334	0.7323	0.8558
0.0443	9.2426	2172	0.7423	0.6334	0.7423	0.8616
0.0443	9.2511	2174	0.7549	0.6538	0.7549	0.8688
0.0443	9.2596	2176	0.7667	0.6538	0.7667	0.8756
0.0443	9.2681	2178	0.7737	0.6538	0.7737	0.8796
0.0443	9.2766	2180	0.7766	0.6538	0.7766	0.8812
0.0443	9.2851	2182	0.7731	0.6538	0.7731	0.8793
0.0443	9.2936	2184	0.7717	0.6538	0.7717	0.8785
0.0443	9.3021	2186	0.7731	0.6538	0.7731	0.8793
0.0443	9.3106	2188	0.7760	0.6734	0.7760	0.8809
0.0443	9.3191	2190	0.7806	0.6734	0.7806	0.8835
0.0443	9.3277	2192	0.7830	0.6361	0.7830	0.8849
0.0443	9.3362	2194	0.7865	0.6361	0.7865	0.8868
0.0443	9.3447	2196	0.7899	0.6361	0.7899	0.8887
0.0443	9.3532	2198	0.7931	0.6319	0.7931	0.8906
0.0443	9.3617	2200	0.7935	0.6319	0.7935	0.8908
0.0443	9.3702	2202	0.7939	0.6319	0.7939	0.8910
0.0443	9.3787	2204	0.7952	0.6319	0.7952	0.8917
0.0443	9.3872	2206	0.7974	0.6319	0.7974	0.8930
0.0443	9.3957	2208	0.7998	0.6319	0.7998	0.8943
0.0443	9.4043	2210	0.8001	0.6319	0.8001	0.8945
0.0443	9.4128	2212	0.8001	0.6319	0.8001	0.8945
0.0443	9.4213	2214	0.7996	0.6319	0.7996	0.8942
0.0443	9.4298	2216	0.7974	0.6319	0.7974	0.8930
0.0443	9.4383	2218	0.7987	0.6319	0.7987	0.8937
0.0443	9.4468	2220	0.7969	0.6319	0.7969	0.8927
0.0443	9.4553	2222	0.7971	0.6319	0.7971	0.8928
0.0443	9.4638	2224	0.7972	0.6319	0.7972	0.8929
0.0443	9.4723	2226	0.7964	0.6319	0.7964	0.8924
0.0443	9.4809	2228	0.7984	0.6319	0.7984	0.8935
0.0443	9.4894	2230	0.7986	0.6319	0.7986	0.8936
0.0443	9.4979	2232	0.7984	0.6319	0.7984	0.8935
0.0443	9.5064	2234	0.7983	0.6319	0.7983	0.8935
0.0443	9.5149	2236	0.7971	0.6319	0.7971	0.8928
0.0443	9.5234	2238	0.7948	0.6361	0.7948	0.8915
0.0443	9.5319	2240	0.7931	0.6361	0.7931	0.8906
0.0443	9.5404	2242	0.7889	0.6361	0.7889	0.8882
0.0443	9.5489	2244	0.7847	0.6157	0.7847	0.8859
0.0443	9.5574	2246	0.7813	0.6157	0.7813	0.8839
0.0443	9.5660	2248	0.7815	0.6157	0.7815	0.8840
0.0443	9.5745	2250	0.7797	0.6157	0.7797	0.8830
0.0443	9.5830	2252	0.7792	0.6157	0.7792	0.8827
0.0443	9.5915	2254	0.7782	0.6157	0.7782	0.8822
0.0443	9.6	2256	0.7801	0.6157	0.7801	0.8832
0.0443	9.6085	2258	0.7813	0.6157	0.7813	0.8839
0.0443	9.6170	2260	0.7845	0.6361	0.7845	0.8857
0.0443	9.6255	2262	0.7865	0.6361	0.7865	0.8869
0.0443	9.6340	2264	0.7875	0.6361	0.7875	0.8874
0.0443	9.6426	2266	0.7882	0.6361	0.7882	0.8878
0.0443	9.6511	2268	0.7860	0.6361	0.7860	0.8866
0.0443	9.6596	2270	0.7826	0.6157	0.7826	0.8847
0.0443	9.6681	2272	0.7798	0.6157	0.7798	0.8831
0.0443	9.6766	2274	0.7767	0.6538	0.7767	0.8813
0.0443	9.6851	2276	0.7728	0.6538	0.7728	0.8791
0.0443	9.6936	2278	0.7697	0.6538	0.7697	0.8773
0.0443	9.7021	2280	0.7675	0.6538	0.7675	0.8760
0.0443	9.7106	2282	0.7645	0.6538	0.7645	0.8744
0.0443	9.7191	2284	0.7629	0.6538	0.7629	0.8734
0.0443	9.7277	2286	0.7615	0.6334	0.7615	0.8726
0.0443	9.7362	2288	0.7602	0.6334	0.7602	0.8719
0.0443	9.7447	2290	0.7588	0.6334	0.7588	0.8711
0.0443	9.7532	2292	0.7574	0.6334	0.7574	0.8703
0.0443	9.7617	2294	0.7553	0.6334	0.7553	0.8691
0.0443	9.7702	2296	0.7538	0.6334	0.7538	0.8682
0.0443	9.7787	2298	0.7533	0.6334	0.7533	0.8679
0.0443	9.7872	2300	0.7528	0.6334	0.7528	0.8676
0.0443	9.7957	2302	0.7527	0.6334	0.7527	0.8676
0.0443	9.8043	2304	0.7529	0.6334	0.7529	0.8677
0.0443	9.8128	2306	0.7530	0.6334	0.7530	0.8677
0.0443	9.8213	2308	0.7537	0.6334	0.7537	0.8682
0.0443	9.8298	2310	0.7540	0.6334	0.7540	0.8683
0.0443	9.8383	2312	0.7543	0.6334	0.7543	0.8685
0.0443	9.8468	2314	0.7548	0.6334	0.7548	0.8688
0.0443	9.8553	2316	0.7550	0.6334	0.7550	0.8689
0.0443	9.8638	2318	0.7541	0.6334	0.7541	0.8684
0.0443	9.8723	2320	0.7539	0.6334	0.7539	0.8683
0.0443	9.8809	2322	0.7541	0.6334	0.7541	0.8684
0.0443	9.8894	2324	0.7541	0.6334	0.7541	0.8684
0.0443	9.8979	2326	0.7543	0.6334	0.7543	0.8685
0.0443	9.9064	2328	0.7542	0.6334	0.7542	0.8684
0.0443	9.9149	2330	0.7535	0.6334	0.7535	0.8680
0.0443	9.9234	2332	0.7522	0.6334	0.7522	0.8673
0.0443	9.9319	2334	0.7513	0.6334	0.7513	0.8668
0.0443	9.9404	2336	0.7506	0.6334	0.7506	0.8664
0.0443	9.9489	2338	0.7502	0.6334	0.7502	0.8661
0.0443	9.9574	2340	0.7502	0.6334	0.7502	0.8661
0.0443	9.9660	2342	0.7503	0.6334	0.7503	0.8662
0.0443	9.9745	2344	0.7503	0.6334	0.7503	0.8662
0.0443	9.9830	2346	0.7504	0.6334	0.7504	0.8663
0.0443	9.9915	2348	0.7505	0.6334	0.7505	0.8663
0.0443	10.0	2350	0.7505	0.6334	0.7505	0.8663

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

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