ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k60_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k60_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_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. --

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2.7 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 2, 2024
Updated: Dec 2, 2024
SHA: 57a4fc77

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_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: 0.6638
Qwk: 0.6941
Mse: 0.6638
Rmse: 0.8147

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	0.0082	2	5.1169	-0.0934	5.1169	2.2620
No log	0.0164	4	3.6142	-0.0479	3.6142	1.9011
No log	0.0246	6	2.3771	-0.0012	2.3771	1.5418
No log	0.0328	8	1.7721	0.1877	1.7721	1.3312
No log	0.0410	10	1.4342	0.1695	1.4342	1.1976
No log	0.0492	12	1.1795	0.2030	1.1795	1.0860
No log	0.0574	14	1.0886	0.2471	1.0886	1.0434
No log	0.0656	16	1.1631	0.2690	1.1631	1.0785
No log	0.0738	18	1.5415	0.1000	1.5415	1.2416
No log	0.0820	20	1.9026	0.1476	1.9026	1.3793
No log	0.0902	22	2.2578	0.1528	2.2578	1.5026
No log	0.0984	24	2.5160	0.0980	2.5160	1.5862
No log	0.1066	26	2.2000	0.1585	2.2000	1.4832
No log	0.1148	28	1.8169	0.0972	1.8169	1.3479
No log	0.1230	30	1.4783	0.0938	1.4783	1.2158
No log	0.1311	32	1.2699	0.0938	1.2699	1.1269
No log	0.1393	34	1.2358	-0.0272	1.2358	1.1117
No log	0.1475	36	1.2865	0.0749	1.2865	1.1342
No log	0.1557	38	1.4298	0.0938	1.4298	1.1957
No log	0.1639	40	1.8387	0.0669	1.8387	1.3560
No log	0.1721	42	1.8562	0.0669	1.8562	1.3624
No log	0.1803	44	1.6349	0.1091	1.6349	1.2787
No log	0.1885	46	1.6151	0.0502	1.6151	1.2709
No log	0.1967	48	1.4551	0.0938	1.4551	1.2063
No log	0.2049	50	1.3408	0.0938	1.3408	1.1579
No log	0.2131	52	1.0704	0.3933	1.0704	1.0346
No log	0.2213	54	1.0260	0.3294	1.0260	1.0129
No log	0.2295	56	1.0121	0.3294	1.0121	1.0060
No log	0.2377	58	0.9348	0.4440	0.9348	0.9669
No log	0.2459	60	0.9181	0.4716	0.9181	0.9582
No log	0.2541	62	0.8588	0.4288	0.8588	0.9267
No log	0.2623	64	0.8678	0.5019	0.8678	0.9316
No log	0.2705	66	0.7988	0.4288	0.7988	0.8938
No log	0.2787	68	0.7928	0.5019	0.7928	0.8904
No log	0.2869	70	0.9093	0.5289	0.9093	0.9536
No log	0.2951	72	1.1330	0.2394	1.1330	1.0644
No log	0.3033	74	1.1573	0.2845	1.1573	1.0758
No log	0.3115	76	0.9553	0.5289	0.9553	0.9774
No log	0.3197	78	0.8316	0.5057	0.8316	0.9119
No log	0.3279	80	1.0097	0.262	1.0097	1.0048
No log	0.3361	82	1.3276	0.0020	1.3276	1.1522
No log	0.3443	84	1.2802	0.0671	1.2802	1.1314
No log	0.3525	86	1.0927	0.1402	1.0927	1.0453
No log	0.3607	88	1.0712	0.1402	1.0712	1.0350
No log	0.3689	90	1.1569	0.1850	1.1569	1.0756
No log	0.3770	92	1.0293	0.2958	1.0293	1.0145
No log	0.3852	94	0.9557	0.3333	0.9557	0.9776
No log	0.3934	96	0.9282	0.3923	0.9282	0.9634
No log	0.4016	98	1.1550	0.4092	1.1550	1.0747
No log	0.4098	100	1.2557	0.4098	1.2557	1.1206
No log	0.4180	102	1.3428	0.3852	1.3428	1.1588
No log	0.4262	104	1.5764	0.2795	1.5764	1.2555
No log	0.4344	106	1.2411	0.4480	1.2411	1.1140
No log	0.4426	108	1.2819	0.4476	1.2819	1.1322
No log	0.4508	110	1.4955	0.4029	1.4955	1.2229
No log	0.4590	112	1.7799	0.3182	1.7799	1.3341
No log	0.4672	114	1.4082	0.3668	1.4082	1.1867
No log	0.4754	116	0.8802	0.4897	0.8802	0.9382
No log	0.4836	118	0.8454	0.5403	0.8454	0.9195
No log	0.4918	120	0.9411	0.5013	0.9411	0.9701
No log	0.5	122	0.7842	0.5702	0.7842	0.8856
No log	0.5082	124	0.6407	0.6314	0.6407	0.8004
No log	0.5164	126	0.6458	0.6314	0.6458	0.8036
No log	0.5246	128	0.7405	0.5823	0.7405	0.8605
No log	0.5328	130	0.8937	0.5538	0.8937	0.9454
No log	0.5410	132	0.8865	0.5538	0.8865	0.9415
No log	0.5492	134	0.7771	0.4412	0.7771	0.8815
No log	0.5574	136	0.8158	0.5448	0.8158	0.9032
No log	0.5656	138	0.7046	0.6351	0.7046	0.8394
No log	0.5738	140	0.6967	0.6717	0.6967	0.8347
No log	0.5820	142	0.7659	0.5697	0.7659	0.8751
No log	0.5902	144	0.9726	0.5244	0.9726	0.9862
No log	0.5984	146	1.1921	0.4973	1.1921	1.0918
No log	0.6066	148	1.1251	0.4973	1.1251	1.0607
No log	0.6148	150	1.3152	0.4209	1.3152	1.1468
No log	0.6230	152	1.4803	0.4216	1.4803	1.2167
No log	0.6311	154	1.4701	0.4216	1.4701	1.2125
No log	0.6393	156	1.2918	0.4209	1.2918	1.1366
No log	0.6475	158	0.8393	0.5028	0.8393	0.9161
No log	0.6557	160	0.5743	0.6495	0.5743	0.7578
No log	0.6639	162	0.5905	0.6135	0.5905	0.7684
No log	0.6721	164	0.5786	0.6739	0.5786	0.7607
No log	0.6803	166	0.5217	0.7564	0.5217	0.7223
No log	0.6885	168	0.7646	0.5152	0.7646	0.8744
No log	0.6967	170	1.1371	0.4826	1.1371	1.0663
No log	0.7049	172	1.3270	0.4216	1.3270	1.1520
No log	0.7131	174	1.1605	0.4452	1.1605	1.0773
No log	0.7213	176	0.9086	0.4180	0.9086	0.9532
No log	0.7295	178	0.6983	0.5239	0.6983	0.8356
No log	0.7377	180	0.6498	0.5408	0.6498	0.8061
No log	0.7459	182	0.6153	0.5408	0.6153	0.7844
No log	0.7541	184	0.6921	0.5708	0.6921	0.8319
No log	0.7623	186	0.8819	0.4643	0.8819	0.9391
No log	0.7705	188	1.1229	0.4216	1.1230	1.0597
No log	0.7787	190	1.0941	0.4375	1.0941	1.0460
No log	0.7869	192	1.0122	0.3783	1.0122	1.0061
No log	0.7951	194	0.9826	0.3732	0.9826	0.9913
No log	0.8033	196	0.7532	0.4912	0.7532	0.8679
No log	0.8115	198	0.6559	0.5237	0.6559	0.8099
No log	0.8197	200	0.6713	0.5598	0.6713	0.8193
No log	0.8279	202	0.7001	0.4669	0.7001	0.8367
No log	0.8361	204	0.8699	0.4656	0.8699	0.9327
No log	0.8443	206	1.1794	0.4456	1.1794	1.0860
No log	0.8525	208	1.2551	0.4456	1.2551	1.1203
No log	0.8607	210	1.1215	0.4456	1.1215	1.0590
No log	0.8689	212	0.8342	0.5399	0.8342	0.9133
No log	0.8770	214	0.7040	0.5714	0.7040	0.8391
No log	0.8852	216	0.7094	0.5485	0.7094	0.8422
No log	0.8934	218	0.8079	0.5399	0.8079	0.8988
No log	0.9016	220	0.9213	0.4180	0.9213	0.9598
No log	0.9098	222	1.1174	0.4454	1.1174	1.0570
No log	0.9180	224	1.2208	0.4454	1.2208	1.1049
No log	0.9262	226	1.3008	0.4454	1.3008	1.1405
No log	0.9344	228	1.1964	0.4198	1.1964	1.0938
No log	0.9426	230	1.0767	0.3177	1.0767	1.0377
No log	0.9508	232	1.1309	0.4189	1.1309	1.0634
No log	0.9590	234	1.2805	0.4456	1.2805	1.1316
No log	0.9672	236	1.3056	0.4456	1.3056	1.1426
No log	0.9754	238	1.1777	0.4457	1.1777	1.0852
No log	0.9836	240	0.9104	0.4911	0.9104	0.9542
No log	0.9918	242	0.7604	0.5985	0.7604	0.8720
No log	1.0	244	0.7087	0.4725	0.7087	0.8418
No log	1.0082	246	0.7190	0.4725	0.7190	0.8479
No log	1.0164	248	0.7475	0.4725	0.7475	0.8646
No log	1.0246	250	0.7743	0.3787	0.7743	0.8799
No log	1.0328	252	0.7675	0.4178	0.7675	0.8761
No log	1.0410	254	0.7895	0.5859	0.7895	0.8886
No log	1.0492	256	0.7381	0.4950	0.7381	0.8591
No log	1.0574	258	0.7067	0.5272	0.7067	0.8406
No log	1.0656	260	0.7081	0.5936	0.7081	0.8415
No log	1.0738	262	0.7458	0.5115	0.7458	0.8636
No log	1.0820	264	0.7718	0.4936	0.7718	0.8785
No log	1.0902	266	0.7875	0.5757	0.7875	0.8874
No log	1.0984	268	0.7284	0.5580	0.7284	0.8535
No log	1.1066	270	0.6997	0.5091	0.6997	0.8365
No log	1.1148	272	0.6977	0.5696	0.6977	0.8353
No log	1.1230	274	0.7612	0.6037	0.7612	0.8725
No log	1.1311	276	0.9608	0.5310	0.9608	0.9802
No log	1.1393	278	1.1122	0.5263	1.1122	1.0546
No log	1.1475	280	1.0733	0.5015	1.0733	1.0360
No log	1.1557	282	0.9209	0.4130	0.9209	0.9597
No log	1.1639	284	0.7794	0.4167	0.7794	0.8828
No log	1.1721	286	0.6974	0.5483	0.6974	0.8351
No log	1.1803	288	0.6885	0.5699	0.6885	0.8297
No log	1.1885	290	0.6458	0.5699	0.6458	0.8036
No log	1.1967	292	0.6117	0.6480	0.6117	0.7821
No log	1.2049	294	0.6976	0.5978	0.6976	0.8352
No log	1.2131	296	1.0244	0.5263	1.0244	1.0121
No log	1.2213	298	1.2372	0.5064	1.2372	1.1123
No log	1.2295	300	1.1892	0.5109	1.1892	1.0905
No log	1.2377	302	0.9958	0.5283	0.9958	0.9979
No log	1.2459	304	0.7759	0.5708	0.7759	0.8808
No log	1.2541	306	0.6905	0.5970	0.6905	0.8310
No log	1.2623	308	0.7266	0.6271	0.7266	0.8524
No log	1.2705	310	0.8527	0.5424	0.8527	0.9234
No log	1.2787	312	1.0876	0.4854	1.0876	1.0429
No log	1.2869	314	1.1554	0.4825	1.1554	1.0749
No log	1.2951	316	1.0073	0.5142	1.0073	1.0036
No log	1.3033	318	0.8197	0.5968	0.8197	0.9054
No log	1.3115	320	0.6956	0.5734	0.6956	0.8340
No log	1.3197	322	0.6525	0.6371	0.6525	0.8078
No log	1.3279	324	0.6618	0.6173	0.6618	0.8135
No log	1.3361	326	0.6638	0.5443	0.6638	0.8148
No log	1.3443	328	0.7261	0.5431	0.7261	0.8521
No log	1.3525	330	0.9212	0.5283	0.9212	0.9598
No log	1.3607	332	1.0798	0.5225	1.0798	1.0391
No log	1.3689	334	1.0133	0.5357	1.0133	1.0066
No log	1.3770	336	0.8054	0.6	0.8054	0.8975
No log	1.3852	338	0.6339	0.6691	0.6339	0.7962
No log	1.3934	340	0.6219	0.6786	0.6219	0.7886
No log	1.4016	342	0.6344	0.6373	0.6344	0.7965
No log	1.4098	344	0.6950	0.6314	0.6950	0.8337
No log	1.4180	346	0.8379	0.5965	0.8379	0.9154
No log	1.4262	348	0.8852	0.5943	0.8852	0.9409
No log	1.4344	350	0.8038	0.5978	0.8038	0.8965
No log	1.4426	352	0.7508	0.6114	0.7508	0.8665
No log	1.4508	354	0.6693	0.6822	0.6693	0.8181
No log	1.4590	356	0.6314	0.6958	0.6314	0.7946
No log	1.4672	358	0.6198	0.6958	0.6198	0.7873
No log	1.4754	360	0.6572	0.6519	0.6572	0.8107
No log	1.4836	362	0.6527	0.6822	0.6527	0.8079
No log	1.4918	364	0.6111	0.6758	0.6111	0.7818
No log	1.5	366	0.5936	0.6167	0.5936	0.7704
No log	1.5082	368	0.6310	0.5796	0.6310	0.7944
No log	1.5164	370	0.6330	0.5786	0.6330	0.7956
No log	1.5246	372	0.5857	0.6625	0.5857	0.7653
No log	1.5328	374	0.5655	0.7093	0.5655	0.7520
No log	1.5410	376	0.5804	0.6958	0.5804	0.7618
No log	1.5492	378	0.6016	0.6958	0.6016	0.7756
No log	1.5574	380	0.6147	0.7076	0.6147	0.7840
No log	1.5656	382	0.5860	0.7093	0.5860	0.7655
No log	1.5738	384	0.5682	0.7034	0.5682	0.7538
No log	1.5820	386	0.5724	0.7034	0.5724	0.7566
No log	1.5902	388	0.5945	0.6723	0.5945	0.7710
No log	1.5984	390	0.6590	0.6768	0.6590	0.8118
No log	1.6066	392	0.7779	0.6322	0.7779	0.8820
No log	1.6148	394	0.8468	0.5909	0.8468	0.9202
No log	1.6230	396	0.8318	0.5909	0.8318	0.9120
No log	1.6311	398	0.7648	0.6568	0.7648	0.8745
No log	1.6393	400	0.7554	0.5873	0.7554	0.8691
No log	1.6475	402	0.7918	0.5580	0.7918	0.8899
No log	1.6557	404	0.8502	0.5850	0.8502	0.9220
No log	1.6639	406	0.9191	0.6070	0.9191	0.9587
No log	1.6721	408	0.9926	0.5678	0.9926	0.9963
No log	1.6803	410	0.9524	0.5968	0.9524	0.9759
No log	1.6885	412	0.8609	0.5921	0.8609	0.9278
No log	1.6967	414	0.7978	0.5681	0.7978	0.8932
No log	1.7049	416	0.8053	0.5681	0.8053	0.8974
No log	1.7131	418	0.8758	0.6150	0.8758	0.9359
No log	1.7213	420	0.9197	0.6228	0.9197	0.9590
No log	1.7295	422	0.8694	0.6369	0.8694	0.9324
No log	1.7377	424	0.8156	0.6369	0.8156	0.9031
No log	1.7459	426	0.8274	0.6070	0.8274	0.9096
No log	1.7541	428	0.7849	0.6092	0.7849	0.8859
No log	1.7623	430	0.7540	0.6114	0.7540	0.8683
No log	1.7705	432	0.8121	0.5978	0.8121	0.9012
No log	1.7787	434	0.7695	0.5978	0.7695	0.8772
No log	1.7869	436	0.7122	0.6053	0.7122	0.8439
No log	1.7951	438	0.6909	0.6033	0.6909	0.8312
No log	1.8033	440	0.6657	0.4436	0.6657	0.8159
No log	1.8115	442	0.6613	0.4852	0.6613	0.8132
No log	1.8197	444	0.6439	0.4852	0.6439	0.8024
No log	1.8279	446	0.6096	0.6297	0.6096	0.7808
No log	1.8361	448	0.5734	0.6956	0.5734	0.7572
No log	1.8443	450	0.5937	0.7346	0.5937	0.7705
No log	1.8525	452	0.6619	0.6519	0.6619	0.8136
No log	1.8607	454	0.6670	0.6385	0.6670	0.8167
No log	1.8689	456	0.6888	0.625	0.6888	0.8299
No log	1.8770	458	0.6760	0.6385	0.6760	0.8222
No log	1.8852	460	0.6785	0.625	0.6785	0.8237
No log	1.8934	462	0.6622	0.7017	0.6622	0.8138
No log	1.9016	464	0.6677	0.6814	0.6677	0.8171
No log	1.9098	466	0.7073	0.6033	0.7073	0.8410
No log	1.9180	468	0.7877	0.5681	0.7877	0.8875
No log	1.9262	470	0.8909	0.5714	0.8909	0.9439
No log	1.9344	472	0.9404	0.5826	0.9404	0.9697
No log	1.9426	474	0.9773	0.5649	0.9773	0.9886
No log	1.9508	476	0.9466	0.5997	0.9466	0.9730
No log	1.9590	478	0.9350	0.6129	0.9350	0.9669
No log	1.9672	480	0.8673	0.6019	0.8673	0.9313
No log	1.9754	482	0.7519	0.5978	0.7519	0.8671
No log	1.9836	484	0.6633	0.7211	0.6633	0.8144
No log	1.9918	486	0.6603	0.6822	0.6603	0.8126
No log	2.0	488	0.6600	0.6822	0.6600	0.8124
No log	2.0082	490	0.7255	0.6786	0.7255	0.8518
No log	2.0164	492	0.7945	0.6648	0.7945	0.8914
No log	2.0246	494	0.7899	0.6509	0.7899	0.8888
No log	2.0328	496	0.8080	0.5885	0.8080	0.8989
No log	2.0410	498	0.7284	0.6135	0.7284	0.8534
0.4234	2.0492	500	0.6057	0.6601	0.6057	0.7783
0.4234	2.0574	502	0.5461	0.6711	0.5461	0.7390
0.4234	2.0656	504	0.5526	0.6932	0.5526	0.7434
0.4234	2.0738	506	0.6270	0.7076	0.6270	0.7918
0.4234	2.0820	508	0.7696	0.6229	0.7696	0.8773
0.4234	2.0902	510	0.9717	0.6129	0.9717	0.9857
0.4234	2.0984	512	1.0439	0.5726	1.0439	1.0217
0.4234	2.1066	514	0.9034	0.6019	0.9034	0.9505
0.4234	2.1148	516	0.6962	0.65	0.6962	0.8344
0.4234	2.1230	518	0.6128	0.7171	0.6128	0.7828
0.4234	2.1311	520	0.6199	0.6766	0.6199	0.7874
0.4234	2.1393	522	0.6369	0.6528	0.6369	0.7981
0.4234	2.1475	524	0.6678	0.6455	0.6678	0.8172
0.4234	2.1557	526	0.7102	0.6384	0.7102	0.8427
0.4234	2.1639	528	0.6917	0.6739	0.6917	0.8317
0.4234	2.1721	530	0.7341	0.6454	0.7341	0.8568
0.4234	2.1803	532	0.7821	0.6454	0.7821	0.8843
0.4234	2.1885	534	0.7902	0.6591	0.7902	0.8889
0.4234	2.1967	536	0.7084	0.6699	0.7084	0.8416
0.4234	2.2049	538	0.6614	0.6746	0.6614	0.8133
0.4234	2.2131	540	0.6122	0.7487	0.6122	0.7824
0.4234	2.2213	542	0.6202	0.7295	0.6202	0.7875
0.4234	2.2295	544	0.6199	0.7346	0.6199	0.7873
0.4234	2.2377	546	0.6093	0.7346	0.6093	0.7806
0.4234	2.2459	548	0.5859	0.7346	0.5859	0.7655
0.4234	2.2541	550	0.5607	0.7425	0.5607	0.7488
0.4234	2.2623	552	0.5438	0.6932	0.5438	0.7374
0.4234	2.2705	554	0.5477	0.7051	0.5477	0.7400
0.4234	2.2787	556	0.5621	0.6956	0.5621	0.7497
0.4234	2.2869	558	0.5826	0.6956	0.5826	0.7633
0.4234	2.2951	560	0.6279	0.7155	0.6279	0.7924
0.4234	2.3033	562	0.6385	0.6840	0.6385	0.7990
0.4234	2.3115	564	0.6423	0.7155	0.6423	0.8014
0.4234	2.3197	566	0.6292	0.6747	0.6292	0.7932
0.4234	2.3279	568	0.6400	0.6747	0.6400	0.8000
0.4234	2.3361	570	0.6737	0.6814	0.6737	0.8208
0.4234	2.3443	572	0.7264	0.6365	0.7264	0.8523
0.4234	2.3525	574	0.7778	0.6229	0.7778	0.8819
0.4234	2.3607	576	0.8119	0.6229	0.8119	0.9011
0.4234	2.3689	578	0.8206	0.6189	0.8206	0.9059
0.4234	2.3770	580	0.7958	0.6229	0.7958	0.8921
0.4234	2.3852	582	0.7471	0.6229	0.7471	0.8643
0.4234	2.3934	584	0.7883	0.6345	0.7883	0.8879
0.4234	2.4016	586	0.8069	0.6345	0.8069	0.8983
0.4234	2.4098	588	0.8212	0.6208	0.8212	0.9062
0.4234	2.4180	590	0.7964	0.6345	0.7964	0.8924
0.4234	2.4262	592	0.7522	0.6229	0.7522	0.8673
0.4234	2.4344	594	0.7222	0.625	0.7222	0.8498
0.4234	2.4426	596	0.6864	0.6768	0.6864	0.8285
0.4234	2.4508	598	0.6554	0.7211	0.6554	0.8096
0.4234	2.4590	600	0.6671	0.7211	0.6671	0.8168
0.4234	2.4672	602	0.7443	0.625	0.7443	0.8627
0.4234	2.4754	604	0.8529	0.6114	0.8529	0.9235
0.4234	2.4836	606	0.9509	0.5887	0.9509	0.9752
0.4234	2.4918	608	1.0462	0.5215	1.0462	1.0228
0.4234	2.5	610	1.0030	0.5984	1.0030	1.0015
0.4234	2.5082	612	0.8591	0.6114	0.8591	0.9269
0.4234	2.5164	614	0.7729	0.6410	0.7729	0.8791
0.4234	2.5246	616	0.7734	0.6410	0.7734	0.8794
0.4234	2.5328	618	0.7550	0.6410	0.7550	0.8689
0.4234	2.5410	620	0.7708	0.6114	0.7708	0.8780
0.4234	2.5492	622	0.7429	0.6410	0.7429	0.8619
0.4234	2.5574	624	0.7177	0.6410	0.7177	0.8472
0.4234	2.5656	626	0.7271	0.6410	0.7271	0.8527
0.4234	2.5738	628	0.7541	0.6410	0.7541	0.8684
0.4234	2.5820	630	0.7415	0.5970	0.7415	0.8611
0.4234	2.5902	632	0.7629	0.5970	0.7629	0.8735
0.4234	2.5984	634	0.7527	0.5734	0.7527	0.8676
0.4234	2.6066	636	0.7107	0.5271	0.7107	0.8430
0.4234	2.6148	638	0.6734	0.5831	0.6734	0.8206
0.4234	2.6230	640	0.6508	0.5641	0.6508	0.8068
0.4234	2.6311	642	0.6832	0.6337	0.6832	0.8265
0.4234	2.6393	644	0.7531	0.6053	0.7531	0.8678
0.4234	2.6475	646	0.9017	0.5968	0.9017	0.9496
0.4234	2.6557	648	1.0628	0.5263	1.0628	1.0309
0.4234	2.6639	650	1.0765	0.5015	1.0765	1.0375
0.4234	2.6721	652	0.9980	0.5565	0.9980	0.9990
0.4234	2.6803	654	0.9659	0.5326	0.9659	0.9828
0.4234	2.6885	656	0.9316	0.5076	0.9316	0.9652
0.4234	2.6967	658	0.8860	0.55	0.8860	0.9413
0.4234	2.7049	660	0.8430	0.5798	0.8430	0.9181
0.4234	2.7131	662	0.8256	0.6509	0.8256	0.9086
0.4234	2.7213	664	0.8158	0.6509	0.8158	0.9032
0.4234	2.7295	666	0.7968	0.6208	0.7968	0.8926
0.4234	2.7377	668	0.7323	0.6229	0.7323	0.8557
0.4234	2.7459	670	0.7077	0.6410	0.7077	0.8412
0.4234	2.7541	672	0.7552	0.6648	0.7552	0.8690
0.4234	2.7623	674	0.7881	0.6509	0.7881	0.8877
0.4234	2.7705	676	0.7432	0.6069	0.7432	0.8621
0.4234	2.7787	678	0.6766	0.6116	0.6766	0.8226
0.4234	2.7869	680	0.6499	0.6116	0.6499	0.8062
0.4234	2.7951	682	0.6741	0.6195	0.6741	0.8210
0.4234	2.8033	684	0.7634	0.6229	0.7634	0.8737
0.4234	2.8115	686	0.9116	0.6168	0.9116	0.9548
0.4234	2.8197	688	0.9982	0.5755	0.9982	0.9991
0.4234	2.8279	690	0.9415	0.5817	0.9415	0.9703
0.4234	2.8361	692	0.8179	0.6208	0.8179	0.9044
0.4234	2.8443	694	0.6996	0.6529	0.6996	0.8364
0.4234	2.8525	696	0.6570	0.6337	0.6570	0.8106
0.4234	2.8607	698	0.6644	0.6458	0.6644	0.8151
0.4234	2.8689	700	0.6915	0.6786	0.6915	0.8316
0.4234	2.8770	702	0.7968	0.6345	0.7968	0.8926
0.4234	2.8852	704	0.9924	0.5622	0.9924	0.9962
0.4234	2.8934	706	1.0794	0.5622	1.0794	1.0390
0.4234	2.9016	708	1.0183	0.5622	1.0183	1.0091
0.4234	2.9098	710	0.8718	0.5817	0.8718	0.9337
0.4234	2.9180	712	0.6580	0.6667	0.6580	0.8111
0.4234	2.9262	714	0.5408	0.6879	0.5408	0.7354
0.4234	2.9344	716	0.5004	0.7360	0.5004	0.7074
0.4234	2.9426	718	0.4906	0.7683	0.4906	0.7004
0.4234	2.9508	720	0.5079	0.7683	0.5079	0.7127
0.4234	2.9590	722	0.5779	0.7076	0.5779	0.7602
0.4234	2.9672	724	0.7371	0.6114	0.7371	0.8586
0.4234	2.9754	726	0.8692	0.6208	0.8692	0.9323
0.4234	2.9836	728	0.9110	0.5817	0.9110	0.9545
0.4234	2.9918	730	0.8441	0.5817	0.8441	0.9188
0.4234	3.0	732	0.7350	0.6529	0.7350	0.8573
0.4234	3.0082	734	0.6481	0.6548	0.6481	0.8050
0.4234	3.0164	736	0.6099	0.5884	0.6099	0.7809
0.4234	3.0246	738	0.6171	0.5884	0.6171	0.7855
0.4234	3.0328	740	0.6459	0.6667	0.6459	0.8037
0.4234	3.0410	742	0.6344	0.6009	0.6344	0.7965
0.4234	3.0492	744	0.6318	0.6009	0.6318	0.7949
0.4234	3.0574	746	0.6638	0.6458	0.6638	0.8147
0.4234	3.0656	748	0.7202	0.6648	0.7202	0.8487
0.4234	3.0738	750	0.7841	0.6208	0.7841	0.8855
0.4234	3.0820	752	0.7897	0.6208	0.7897	0.8886
0.4234	3.0902	754	0.8276	0.6208	0.8276	0.9097
0.4234	3.0984	756	0.8263	0.6208	0.8263	0.9090
0.4234	3.1066	758	0.8308	0.6208	0.8308	0.9115
0.4234	3.1148	760	0.7576	0.6092	0.7576	0.8704
0.4234	3.1230	762	0.6757	0.6365	0.6757	0.8220
0.4234	3.1311	764	0.6319	0.5884	0.6319	0.7949
0.4234	3.1393	766	0.6253	0.6033	0.6253	0.7908
0.4234	3.1475	768	0.6581	0.6009	0.6581	0.8112
0.4234	3.1557	770	0.7018	0.6009	0.7018	0.8377
0.4234	3.1639	772	0.7643	0.5278	0.7643	0.8743
0.4234	3.1721	774	0.7883	0.5650	0.7883	0.8879
0.4234	3.1803	776	0.7510	0.5765	0.7510	0.8666
0.4234	3.1885	778	0.6681	0.6529	0.6681	0.8174
0.4234	3.1967	780	0.5824	0.6672	0.5824	0.7631
0.4234	3.2049	782	0.5315	0.6795	0.5315	0.7291
0.4234	3.2131	784	0.5138	0.6795	0.5138	0.7168
0.4234	3.2213	786	0.5191	0.6795	0.5191	0.7205
0.4234	3.2295	788	0.5790	0.7076	0.5790	0.7609
0.4234	3.2377	790	0.6304	0.6667	0.6304	0.7940
0.4234	3.2459	792	0.6367	0.6239	0.6367	0.7979
0.4234	3.2541	794	0.6709	0.6093	0.6709	0.8191
0.4234	3.2623	796	0.7162	0.6529	0.7162	0.8463
0.4234	3.2705	798	0.7575	0.6390	0.7575	0.8703
0.4234	3.2787	800	0.7858	0.6229	0.7858	0.8864
0.4234	3.2869	802	0.7215	0.6529	0.7215	0.8494
0.4234	3.2951	804	0.6556	0.6458	0.6556	0.8097
0.4234	3.3033	806	0.6041	0.6672	0.6041	0.7773
0.4234	3.3115	808	0.5763	0.6601	0.5763	0.7591
0.4234	3.3197	810	0.5720	0.6601	0.5720	0.7563
0.4234	3.3279	812	0.6014	0.6478	0.6014	0.7755
0.4234	3.3361	814	0.6391	0.6667	0.6391	0.7994
0.4234	3.3443	816	0.6549	0.6529	0.6549	0.8093
0.4234	3.3525	818	0.6857	0.6529	0.6857	0.8281
0.4234	3.3607	820	0.6719	0.6529	0.6719	0.8197
0.4234	3.3689	822	0.6946	0.6529	0.6946	0.8335
0.4234	3.3770	824	0.7589	0.6229	0.7589	0.8712
0.4234	3.3852	826	0.8075	0.6345	0.8075	0.8986
0.4234	3.3934	828	0.7730	0.6648	0.7730	0.8792
0.4234	3.4016	830	0.6802	0.6529	0.6802	0.8247
0.4234	3.4098	832	0.6080	0.6667	0.6080	0.7797
0.4234	3.4180	834	0.5737	0.6581	0.5737	0.7574
0.4234	3.4262	836	0.5902	0.6274	0.5902	0.7683
0.4234	3.4344	838	0.6300	0.6118	0.6300	0.7937
0.4234	3.4426	840	0.6496	0.6118	0.6496	0.8060
0.4234	3.4508	842	0.6536	0.5922	0.6536	0.8085
0.4234	3.4590	844	0.6777	0.6786	0.6777	0.8232
0.4234	3.4672	846	0.6945	0.6786	0.6945	0.8334
0.4234	3.4754	848	0.6809	0.6786	0.6809	0.8252
0.4234	3.4836	850	0.6792	0.6667	0.6792	0.8241
0.4234	3.4918	852	0.6830	0.6667	0.6830	0.8265
0.4234	3.5	854	0.6949	0.6365	0.6949	0.8336
0.4234	3.5082	856	0.7266	0.6345	0.7266	0.8524
0.4234	3.5164	858	0.7765	0.6345	0.7765	0.8812
0.4234	3.5246	860	0.7944	0.6345	0.7944	0.8913
0.4234	3.5328	862	0.7663	0.6648	0.7663	0.8754
0.4234	3.5410	864	0.6971	0.6529	0.6971	0.8349
0.4234	3.5492	866	0.6539	0.6410	0.6539	0.8087
0.4234	3.5574	868	0.6176	0.6739	0.6176	0.7859
0.4234	3.5656	870	0.6167	0.6739	0.6167	0.7853
0.4234	3.5738	872	0.6339	0.6599	0.6339	0.7962
0.4234	3.5820	874	0.6567	0.6195	0.6567	0.8104
0.4234	3.5902	876	0.7105	0.6648	0.7105	0.8429
0.4234	3.5984	878	0.7819	0.6345	0.7819	0.8843
0.4234	3.6066	880	0.8277	0.6345	0.8277	0.9098
0.4234	3.6148	882	0.8256	0.6345	0.8256	0.9086
0.4234	3.6230	884	0.7511	0.6229	0.7511	0.8667
0.4234	3.6311	886	0.6493	0.6195	0.6493	0.8058
0.4234	3.6393	888	0.5775	0.7017	0.5775	0.7599
0.4234	3.6475	890	0.5788	0.6879	0.5788	0.7608
0.4234	3.6557	892	0.6087	0.6739	0.6087	0.7802
0.4234	3.6639	894	0.6810	0.6114	0.6810	0.8252
0.4234	3.6721	896	0.7132	0.6114	0.7132	0.8445
0.4234	3.6803	898	0.6788	0.6410	0.6788	0.8239
0.4234	3.6885	900	0.6462	0.6686	0.6462	0.8039
0.4234	3.6967	902	0.6327	0.6686	0.6327	0.7954
0.4234	3.7049	904	0.6826	0.6686	0.6826	0.8262
0.4234	3.7131	906	0.7674	0.6076	0.7674	0.8760
0.4234	3.7213	908	0.8787	0.6260	0.8787	0.9374
0.4234	3.7295	910	0.9282	0.6220	0.9282	0.9634
0.4234	3.7377	912	0.8832	0.604	0.8832	0.9398
0.4234	3.7459	914	0.7901	0.6076	0.7901	0.8889
0.4234	3.7541	916	0.7214	0.6114	0.7214	0.8494
0.4234	3.7623	918	0.7141	0.6114	0.7141	0.8451
0.4234	3.7705	920	0.6904	0.625	0.6904	0.8309
0.4234	3.7787	922	0.6901	0.625	0.6901	0.8307
0.4234	3.7869	924	0.6711	0.6548	0.6711	0.8192
0.4234	3.7951	926	0.6582	0.6686	0.6582	0.8113
0.4234	3.8033	928	0.6496	0.6686	0.6496	0.8060
0.4234	3.8115	930	0.6754	0.6548	0.6754	0.8218
0.4234	3.8197	932	0.7236	0.6548	0.7236	0.8507
0.4234	3.8279	934	0.7410	0.6667	0.7410	0.8608
0.4234	3.8361	936	0.7069	0.6667	0.7069	0.8408
0.4234	3.8443	938	0.6670	0.6548	0.6670	0.8167
0.4234	3.8525	940	0.6204	0.6033	0.6204	0.7877
0.4234	3.8607	942	0.6026	0.5543	0.6026	0.7763
0.4234	3.8689	944	0.6085	0.5543	0.6085	0.7801
0.4234	3.8770	946	0.6288	0.5794	0.6288	0.7929
0.4234	3.8852	948	0.6836	0.6786	0.6836	0.8268
0.4234	3.8934	950	0.7810	0.6648	0.7810	0.8838
0.4234	3.9016	952	0.8480	0.6345	0.8480	0.9209
0.4234	3.9098	954	0.8485	0.6345	0.8485	0.9212
0.4234	3.9180	956	0.8633	0.6345	0.8633	0.9291
0.4234	3.9262	958	0.8492	0.6345	0.8492	0.9215
0.4234	3.9344	960	0.8026	0.6345	0.8026	0.8959
0.4234	3.9426	962	0.7901	0.6648	0.7901	0.8889
0.4234	3.9508	964	0.7916	0.6648	0.7916	0.8897
0.4234	3.9590	966	0.7874	0.6648	0.7874	0.8873
0.4234	3.9672	968	0.7980	0.6648	0.7980	0.8933
0.4234	3.9754	970	0.7935	0.6648	0.7935	0.8908
0.4234	3.9836	972	0.8076	0.6648	0.8076	0.8986
0.4234	3.9918	974	0.8050	0.6648	0.8050	0.8972
0.4234	4.0	976	0.8324	0.6345	0.8324	0.9123
0.4234	4.0082	978	0.8820	0.6345	0.8820	0.9392
0.4234	4.0164	980	0.9055	0.6345	0.9055	0.9516
0.4234	4.0246	982	0.8862	0.6345	0.8862	0.9414
0.4234	4.0328	984	0.8310	0.6229	0.8310	0.9116
0.4234	4.0410	986	0.8039	0.6114	0.8039	0.8966
0.4234	4.0492	988	0.7699	0.6114	0.7699	0.8775
0.4234	4.0574	990	0.7494	0.6114	0.7494	0.8657
0.4234	4.0656	992	0.7415	0.6114	0.7415	0.8611
0.4234	4.0738	994	0.7103	0.6548	0.7103	0.8428
0.4234	4.0820	996	0.7096	0.6114	0.7096	0.8424
0.4234	4.0902	998	0.7324	0.6114	0.7324	0.8558
0.0867	4.0984	1000	0.7981	0.6114	0.7981	0.8933
0.0867	4.1066	1002	0.8433	0.6114	0.8433	0.9183
0.0867	4.1148	1004	0.8343	0.6114	0.8343	0.9134
0.0867	4.1230	1006	0.7778	0.6114	0.7778	0.8819
0.0867	4.1311	1008	0.7071	0.6410	0.7071	0.8409
0.0867	4.1393	1010	0.6555	0.6307	0.6555	0.8096
0.0867	4.1475	1012	0.6305	0.5987	0.6305	0.7940
0.0867	4.1557	1014	0.6339	0.5987	0.6339	0.7962
0.0867	4.1639	1016	0.6608	0.5794	0.6608	0.8129
0.0867	4.1721	1018	0.7287	0.6195	0.7287	0.8537
0.0867	4.1803	1020	0.8330	0.6345	0.8330	0.9127
0.0867	4.1885	1022	0.9105	0.6110	0.9105	0.9542
0.0867	4.1967	1024	0.9477	0.6110	0.9477	0.9735
0.0867	4.2049	1026	0.9180	0.6110	0.9180	0.9581
0.0867	4.2131	1028	0.8818	0.6345	0.8818	0.9390
0.0867	4.2213	1030	0.8265	0.6648	0.8265	0.9091
0.0867	4.2295	1032	0.8020	0.6648	0.8020	0.8955
0.0867	4.2377	1034	0.7712	0.6579	0.7712	0.8782
0.0867	4.2459	1036	0.7824	0.6437	0.7824	0.8846
0.0867	4.2541	1038	0.8025	0.6437	0.8025	0.8958
0.0867	4.2623	1040	0.8162	0.6437	0.8162	0.9034
0.0867	4.2705	1042	0.8558	0.6648	0.8558	0.9251
0.0867	4.2787	1044	0.8756	0.6193	0.8756	0.9358
0.0867	4.2869	1046	0.8965	0.5861	0.8965	0.9468
0.0867	4.2951	1048	0.8508	0.6416	0.8508	0.9224
0.0867	4.3033	1050	0.8091	0.6648	0.8091	0.8995
0.0867	4.3115	1052	0.7856	0.6410	0.7856	0.8863
0.0867	4.3197	1054	0.7773	0.6410	0.7773	0.8816
0.0867	4.3279	1056	0.7718	0.6410	0.7718	0.8785
0.0867	4.3361	1058	0.7539	0.6114	0.7539	0.8683
0.0867	4.3443	1060	0.7299	0.6410	0.7299	0.8544
0.0867	4.3525	1062	0.7169	0.6410	0.7169	0.8467
0.0867	4.3607	1064	0.7031	0.6410	0.7031	0.8385
0.0867	4.3689	1066	0.7210	0.6410	0.7210	0.8491
0.0867	4.3770	1068	0.7347	0.6410	0.7347	0.8571
0.0867	4.3852	1070	0.7621	0.6410	0.7621	0.8730
0.0867	4.3934	1072	0.7522	0.6410	0.7522	0.8673
0.0867	4.4016	1074	0.7111	0.5970	0.7111	0.8433
0.0867	4.4098	1076	0.6638	0.6307	0.6638	0.8147
0.0867	4.4180	1078	0.6353	0.5987	0.6353	0.7971
0.0867	4.4262	1080	0.6266	0.6227	0.6266	0.7916
0.0867	4.4344	1082	0.6427	0.6879	0.6427	0.8017
0.0867	4.4426	1084	0.6685	0.6337	0.6685	0.8176
0.0867	4.4508	1086	0.7417	0.6548	0.7417	0.8612
0.0867	4.4590	1088	0.8855	0.6229	0.8855	0.9410
0.0867	4.4672	1090	1.0042	0.5565	1.0042	1.0021
0.0867	4.4754	1092	1.0202	0.5565	1.0202	1.0100
0.0867	4.4836	1094	1.0118	0.5160	1.0118	1.0059
0.0867	4.4918	1096	0.9577	0.5160	0.9577	0.9786
0.0867	4.5	1098	0.8675	0.6272	0.8675	0.9314
0.0867	4.5082	1100	0.8158	0.6786	0.8158	0.9032
0.0867	4.5164	1102	0.8059	0.6786	0.8059	0.8977
0.0867	4.5246	1104	0.8360	0.6786	0.8360	0.9143
0.0867	4.5328	1106	0.8947	0.5446	0.8947	0.9459
0.0867	4.5410	1108	0.9007	0.5446	0.9007	0.9491
0.0867	4.5492	1110	0.8676	0.5773	0.8676	0.9315
0.0867	4.5574	1112	0.8472	0.5921	0.8472	0.9204
0.0867	4.5656	1114	0.8707	0.55	0.8707	0.9331
0.0867	4.5738	1116	0.9460	0.5299	0.9460	0.9726
0.0867	4.5820	1118	0.9890	0.5299	0.9890	0.9945
0.0867	4.5902	1120	1.0266	0.5299	1.0266	1.0132
0.0867	4.5984	1122	1.0270	0.5299	1.0270	1.0134
0.0867	4.6066	1124	1.0252	0.5299	1.0252	1.0125
0.0867	4.6148	1126	0.9959	0.5299	0.9959	0.9979
0.0867	4.6230	1128	0.9663	0.5299	0.9663	0.9830
0.0867	4.6311	1130	0.9426	0.5714	0.9426	0.9709
0.0867	4.6393	1132	0.8908	0.5861	0.8908	0.9438
0.0867	4.6475	1134	0.8373	0.6110	0.8373	0.9150
0.0867	4.6557	1136	0.7648	0.6529	0.7648	0.8745
0.0867	4.6639	1138	0.7369	0.6804	0.7369	0.8584
0.0867	4.6721	1140	0.7252	0.6686	0.7252	0.8516
0.0867	4.6803	1142	0.7024	0.6478	0.7024	0.8381
0.0867	4.6885	1144	0.6765	0.6879	0.6765	0.8225
0.0867	4.6967	1146	0.6529	0.6879	0.6529	0.8080
0.0867	4.7049	1148	0.6360	0.6879	0.6360	0.7975
0.0867	4.7131	1150	0.6374	0.6879	0.6374	0.7984
0.0867	4.7213	1152	0.6522	0.7076	0.6522	0.8076
0.0867	4.7295	1154	0.6557	0.7076	0.6557	0.8097
0.0867	4.7377	1156	0.6397	0.7076	0.6397	0.7998
0.0867	4.7459	1158	0.6232	0.7093	0.6232	0.7894
0.0867	4.7541	1160	0.6150	0.7093	0.6150	0.7842
0.0867	4.7623	1162	0.6188	0.7280	0.6188	0.7866
0.0867	4.7705	1164	0.6384	0.7280	0.6384	0.7990
0.0867	4.7787	1166	0.6480	0.7076	0.6480	0.8050
0.0867	4.7869	1168	0.6532	0.7076	0.6532	0.8082
0.0867	4.7951	1170	0.6571	0.7076	0.6571	0.8106
0.0867	4.8033	1172	0.6509	0.7076	0.6509	0.8068
0.0867	4.8115	1174	0.6392	0.7076	0.6392	0.7995
0.0867	4.8197	1176	0.6570	0.6686	0.6570	0.8106
0.0867	4.8279	1178	0.6892	0.6686	0.6892	0.8302
0.0867	4.8361	1180	0.7362	0.6686	0.7362	0.8580
0.0867	4.8443	1182	0.7351	0.6599	0.7351	0.8574
0.0867	4.8525	1184	0.7031	0.6033	0.7031	0.8385
0.0867	4.8607	1186	0.6790	0.6033	0.6790	0.8240
0.0867	4.8689	1188	0.6845	0.6033	0.6845	0.8274
0.0867	4.8770	1190	0.7044	0.6033	0.7044	0.8393
0.0867	4.8852	1192	0.7695	0.6579	0.7695	0.8772
0.0867	4.8934	1194	0.8209	0.6648	0.8209	0.9061
0.0867	4.9016	1196	0.8302	0.6648	0.8302	0.9111
0.0867	4.9098	1198	0.8112	0.6229	0.8112	0.9007
0.0867	4.9180	1200	0.7625	0.6410	0.7625	0.8732
0.0867	4.9262	1202	0.7122	0.6768	0.7122	0.8439
0.0867	4.9344	1204	0.6756	0.7093	0.6756	0.8220
0.0867	4.9426	1206	0.6643	0.7093	0.6643	0.8151
0.0867	4.9508	1208	0.6744	0.7093	0.6744	0.8212
0.0867	4.9590	1210	0.7036	0.6846	0.7036	0.8388
0.0867	4.9672	1212	0.7297	0.6473	0.7297	0.8542
0.0867	4.9754	1214	0.7459	0.6341	0.7459	0.8636
0.0867	4.9836	1216	0.7688	0.6341	0.7688	0.8768
0.0867	4.9918	1218	0.7587	0.6341	0.7587	0.8710
0.0867	5.0	1220	0.7317	0.6473	0.7317	0.8554
0.0867	5.0082	1222	0.7205	0.6473	0.7205	0.8488
0.0867	5.0164	1224	0.7139	0.6704	0.7139	0.8449
0.0867	5.0246	1226	0.7255	0.6478	0.7255	0.8518
0.0867	5.0328	1228	0.7400	0.6599	0.7400	0.8602
0.0867	5.0410	1230	0.7421	0.6284	0.7421	0.8615
0.0867	5.0492	1232	0.7520	0.6720	0.7520	0.8672
0.0867	5.0574	1234	0.7622	0.6720	0.7622	0.8731
0.0867	5.0656	1236	0.7634	0.6599	0.7634	0.8737
0.0867	5.0738	1238	0.7666	0.6478	0.7666	0.8755
0.0867	5.0820	1240	0.7770	0.6385	0.7770	0.8815
0.0867	5.0902	1242	0.7618	0.6385	0.7618	0.8728
0.0867	5.0984	1244	0.7541	0.6385	0.7541	0.8684
0.0867	5.1066	1246	0.7500	0.6385	0.7500	0.8660
0.0867	5.1148	1248	0.7883	0.6385	0.7883	0.8879
0.0867	5.1230	1250	0.8025	0.6616	0.8025	0.8958
0.0867	5.1311	1252	0.7649	0.6720	0.7649	0.8746
0.0867	5.1393	1254	0.6918	0.6033	0.6918	0.8318
0.0867	5.1475	1256	0.6297	0.6033	0.6297	0.7935
0.0867	5.1557	1258	0.6158	0.6033	0.6158	0.7847
0.0867	5.1639	1260	0.6286	0.6033	0.6286	0.7928
0.0867	5.1721	1262	0.6688	0.6033	0.6688	0.8178
0.0867	5.1803	1264	0.7442	0.6384	0.7442	0.8627
0.0867	5.1885	1266	0.7795	0.6507	0.7795	0.8829
0.0867	5.1967	1268	0.7787	0.6507	0.7787	0.8825
0.0867	5.2049	1270	0.7512	0.6384	0.7512	0.8667
0.0867	5.2131	1272	0.7159	0.6261	0.7159	0.8461
0.0867	5.2213	1274	0.6893	0.6261	0.6893	0.8302
0.0867	5.2295	1276	0.6785	0.6261	0.6785	0.8237
0.0867	5.2377	1278	0.6795	0.6116	0.6795	0.8243
0.0867	5.2459	1280	0.6840	0.6337	0.6840	0.8271
0.0867	5.2541	1282	0.6968	0.6410	0.6968	0.8347
0.0867	5.2623	1284	0.7179	0.6410	0.7179	0.8473
0.0867	5.2705	1286	0.7269	0.6410	0.7269	0.8526
0.0867	5.2787	1288	0.7160	0.6410	0.7160	0.8462
0.0867	5.2869	1290	0.6796	0.6410	0.6796	0.8244
0.0867	5.2951	1292	0.6493	0.6568	0.6493	0.8058
0.0867	5.3033	1294	0.6382	0.7093	0.6382	0.7989
0.0867	5.3115	1296	0.6486	0.6478	0.6486	0.8053
0.0867	5.3197	1298	0.6893	0.6195	0.6893	0.8302
0.0867	5.3279	1300	0.7497	0.6410	0.7497	0.8658
0.0867	5.3361	1302	0.8304	0.6345	0.8304	0.9113
0.0867	5.3443	1304	0.9066	0.6208	0.9066	0.9521
0.0867	5.3525	1306	0.9242	0.6208	0.9242	0.9614
0.0867	5.3607	1308	0.8929	0.6345	0.8929	0.9449
0.0867	5.3689	1310	0.8751	0.6229	0.8751	0.9355
0.0867	5.3770	1312	0.8529	0.6229	0.8529	0.9235
0.0867	5.3852	1314	0.8326	0.6114	0.8326	0.9125
0.0867	5.3934	1316	0.7815	0.6114	0.7815	0.8840
0.0867	5.4016	1318	0.7295	0.6116	0.7295	0.8541
0.0867	5.4098	1320	0.7116	0.6261	0.7116	0.8436
0.0867	5.4180	1322	0.7135	0.6261	0.7135	0.8447
0.0867	5.4262	1324	0.7230	0.6478	0.7230	0.8503
0.0867	5.4344	1326	0.7539	0.6548	0.7539	0.8683
0.0867	5.4426	1328	0.7799	0.625	0.7799	0.8831
0.0867	5.4508	1330	0.7915	0.625	0.7915	0.8897
0.0867	5.4590	1332	0.8099	0.6114	0.8099	0.9000
0.0867	5.4672	1334	0.8020	0.6114	0.8020	0.8956
0.0867	5.4754	1336	0.8079	0.6114	0.8079	0.8988
0.0867	5.4836	1338	0.8085	0.6114	0.8085	0.8992
0.0867	5.4918	1340	0.8214	0.6114	0.8214	0.9063
0.0867	5.5	1342	0.8272	0.6114	0.8272	0.9095
0.0867	5.5082	1344	0.8354	0.6341	0.8354	0.9140
0.0867	5.5164	1346	0.8483	0.6341	0.8483	0.9211
0.0867	5.5246	1348	0.8249	0.6341	0.8249	0.9083
0.0867	5.5328	1350	0.8208	0.6341	0.8208	0.9060
0.0867	5.5410	1352	0.8005	0.6341	0.8005	0.8947
0.0867	5.5492	1354	0.7912	0.6341	0.7912	0.8895
0.0867	5.5574	1356	0.7558	0.6634	0.7558	0.8694
0.0867	5.5656	1358	0.7352	0.6431	0.7352	0.8574
0.0867	5.5738	1360	0.7213	0.6431	0.7213	0.8493
0.0867	5.5820	1362	0.7241	0.6431	0.7241	0.8509
0.0867	5.5902	1364	0.7398	0.6822	0.7398	0.8601
0.0867	5.5984	1366	0.7469	0.6716	0.7469	0.8642
0.0867	5.6066	1368	0.7586	0.6716	0.7586	0.8710
0.0867	5.6148	1370	0.7639	0.6716	0.7639	0.8740
0.0867	5.6230	1372	0.7638	0.6341	0.7638	0.8739
0.0867	5.6311	1374	0.7470	0.6519	0.7470	0.8643
0.0867	5.6393	1376	0.7239	0.6822	0.7239	0.8508
0.0867	5.6475	1378	0.6956	0.6958	0.6956	0.8340
0.0867	5.6557	1380	0.6761	0.6897	0.6761	0.8222
0.0867	5.6639	1382	0.6390	0.6858	0.6390	0.7994
0.0867	5.6721	1384	0.6159	0.6858	0.6159	0.7848
0.0867	5.6803	1386	0.6146	0.6897	0.6146	0.7840
0.0867	5.6885	1388	0.6284	0.6897	0.6284	0.7927
0.0867	5.6967	1390	0.6353	0.6897	0.6353	0.7971
0.0867	5.7049	1392	0.6576	0.6897	0.6576	0.8109
0.0867	5.7131	1394	0.6800	0.6758	0.6800	0.8246
0.0867	5.7213	1396	0.6968	0.6618	0.6968	0.8347
0.0867	5.7295	1398	0.7253	0.6195	0.7253	0.8517
0.0867	5.7377	1400	0.7465	0.6410	0.7465	0.8640
0.0867	5.7459	1402	0.7398	0.6410	0.7398	0.8601
0.0867	5.7541	1404	0.7061	0.7017	0.7061	0.8403
0.0867	5.7623	1406	0.6570	0.7093	0.6570	0.8105
0.0867	5.7705	1408	0.6153	0.6897	0.6153	0.7844
0.0867	5.7787	1410	0.5822	0.7034	0.5822	0.7630
0.0867	5.7869	1412	0.5677	0.6851	0.5677	0.7535
0.0867	5.7951	1414	0.5657	0.6851	0.5657	0.7522
0.0867	5.8033	1416	0.5742	0.6622	0.5742	0.7578
0.0867	5.8115	1418	0.5873	0.6622	0.5873	0.7663
0.0867	5.8197	1420	0.6055	0.6622	0.6055	0.7782
0.0867	5.8279	1422	0.6228	0.6897	0.6228	0.7892
0.0867	5.8361	1424	0.6411	0.6897	0.6411	0.8007
0.0867	5.8443	1426	0.6639	0.6897	0.6639	0.8148
0.0867	5.8525	1428	0.6842	0.6941	0.6842	0.8271
0.0867	5.8607	1430	0.6769	0.7149	0.6769	0.8227
0.0867	5.8689	1432	0.6523	0.7149	0.6523	0.8077
0.0867	5.8770	1434	0.6200	0.7280	0.6200	0.7874
0.0867	5.8852	1436	0.5839	0.6897	0.5839	0.7641
0.0867	5.8934	1438	0.5722	0.6691	0.5722	0.7564
0.0867	5.9016	1440	0.5679	0.6833	0.5679	0.7536
0.0867	5.9098	1442	0.5766	0.6691	0.5766	0.7593
0.0867	5.9180	1444	0.5968	0.6897	0.5968	0.7726
0.0867	5.9262	1446	0.6261	0.7093	0.6261	0.7913
0.0867	5.9344	1448	0.6617	0.6941	0.6617	0.8134
0.0867	5.9426	1450	0.6813	0.6548	0.6813	0.8254
0.0867	5.9508	1452	0.6737	0.6548	0.6737	0.8208
0.0867	5.9590	1454	0.6428	0.7076	0.6428	0.8017
0.0867	5.9672	1456	0.6271	0.6897	0.6271	0.7919
0.0867	5.9754	1458	0.6337	0.7093	0.6337	0.7960
0.0867	5.9836	1460	0.6456	0.7149	0.6456	0.8035
0.0867	5.9918	1462	0.6770	0.6941	0.6770	0.8228
0.0867	6.0	1464	0.6948	0.6410	0.6948	0.8335
0.0867	6.0082	1466	0.7025	0.6410	0.7025	0.8381
0.0867	6.0164	1468	0.6950	0.7017	0.6950	0.8337
0.0867	6.0246	1470	0.6729	0.7017	0.6729	0.8203
0.0867	6.0328	1472	0.6742	0.7017	0.6742	0.8211
0.0867	6.0410	1474	0.6756	0.7017	0.6756	0.8219
0.0867	6.0492	1476	0.6851	0.7017	0.6851	0.8277
0.0867	6.0574	1478	0.6795	0.7017	0.6795	0.8243
0.0867	6.0656	1480	0.6717	0.6822	0.6717	0.8196
0.0867	6.0738	1482	0.6613	0.6549	0.6613	0.8132
0.0867	6.0820	1484	0.6487	0.6549	0.6487	0.8054
0.0867	6.0902	1486	0.6428	0.6549	0.6428	0.8017
0.0867	6.0984	1488	0.6492	0.6549	0.6492	0.8057
0.0867	6.1066	1490	0.6582	0.6758	0.6582	0.8113
0.0867	6.1148	1492	0.6617	0.6958	0.6617	0.8135
0.0867	6.1230	1494	0.6544	0.6958	0.6544	0.8090
0.0867	6.1311	1496	0.6374	0.6758	0.6374	0.7984
0.0867	6.1393	1498	0.6264	0.6549	0.6264	0.7914
0.0563	6.1475	1500	0.6357	0.6549	0.6357	0.7973
0.0563	6.1557	1502	0.6501	0.6307	0.6501	0.8063
0.0563	6.1639	1504	0.6591	0.6307	0.6591	0.8119
0.0563	6.1721	1506	0.6638	0.6528	0.6638	0.8148
0.0563	6.1803	1508	0.6720	0.6739	0.6720	0.8197
0.0563	6.1885	1510	0.6587	0.6739	0.6587	0.8116
0.0563	6.1967	1512	0.6259	0.6739	0.6259	0.7912
0.0563	6.2049	1514	0.6048	0.6958	0.6048	0.7777
0.0563	6.2131	1516	0.5970	0.6958	0.5970	0.7726
0.0563	6.2213	1518	0.6154	0.7149	0.6154	0.7845
0.0563	6.2295	1520	0.6532	0.6941	0.6532	0.8082
0.0563	6.2377	1522	0.6963	0.6941	0.6963	0.8345
0.0563	6.2459	1524	0.7299	0.65	0.7299	0.8543
0.0563	6.2541	1526	0.7584	0.65	0.7584	0.8709
0.0563	6.2623	1528	0.7405	0.65	0.7405	0.8605
0.0563	6.2705	1530	0.7241	0.6804	0.7241	0.8509
0.0563	6.2787	1532	0.7083	0.6804	0.7083	0.8416
0.0563	6.2869	1534	0.6743	0.7149	0.6743	0.8212
0.0563	6.2951	1536	0.6526	0.7149	0.6526	0.8078
0.0563	6.3033	1538	0.6233	0.7149	0.6233	0.7895
0.0563	6.3115	1540	0.6145	0.6958	0.6145	0.7839
0.0563	6.3197	1542	0.6094	0.6918	0.6094	0.7806
0.0563	6.3279	1544	0.6172	0.6918	0.6172	0.7856
0.0563	6.3361	1546	0.6357	0.7149	0.6357	0.7973
0.0563	6.3443	1548	0.6554	0.7149	0.6554	0.8096
0.0563	6.3525	1550	0.6862	0.7149	0.6862	0.8284
0.0563	6.3607	1552	0.7283	0.65	0.7283	0.8534
0.0563	6.3689	1554	0.7579	0.6454	0.7579	0.8705
0.0563	6.3770	1556	0.7656	0.6454	0.7656	0.8750
0.0563	6.3852	1558	0.7580	0.6454	0.7580	0.8706
0.0563	6.3934	1560	0.7839	0.6076	0.7839	0.8854
0.0563	6.4016	1562	0.8018	0.6076	0.8018	0.8954
0.0563	6.4098	1564	0.8129	0.6076	0.8129	0.9016
0.0563	6.4180	1566	0.7877	0.6114	0.7877	0.8875
0.0563	6.4262	1568	0.7592	0.6410	0.7592	0.8713
0.0563	6.4344	1570	0.7479	0.6599	0.7479	0.8648
0.0563	6.4426	1572	0.7597	0.6195	0.7597	0.8716
0.0563	6.4508	1574	0.7705	0.6195	0.7705	0.8778
0.0563	6.4590	1576	0.7724	0.6195	0.7724	0.8789
0.0563	6.4672	1578	0.7849	0.6195	0.7849	0.8860
0.0563	6.4754	1580	0.7913	0.6195	0.7913	0.8895
0.0563	6.4836	1582	0.8233	0.6053	0.8233	0.9074
0.0563	6.4918	1584	0.8498	0.6294	0.8498	0.9219
0.0563	6.5	1586	0.8781	0.6294	0.8781	0.9371
0.0563	6.5082	1588	0.8785	0.6294	0.8785	0.9373
0.0563	6.5164	1590	0.8514	0.6294	0.8514	0.9227
0.0563	6.5246	1592	0.8099	0.5823	0.8099	0.9000
0.0563	6.5328	1594	0.7788	0.6195	0.7788	0.8825
0.0563	6.5410	1596	0.7550	0.6195	0.7550	0.8689
0.0563	6.5492	1598	0.7385	0.6195	0.7385	0.8594
0.0563	6.5574	1600	0.7269	0.6599	0.7269	0.8526
0.0563	6.5656	1602	0.7112	0.6599	0.7112	0.8433
0.0563	6.5738	1604	0.7048	0.6599	0.7048	0.8395
0.0563	6.5820	1606	0.6979	0.6599	0.6979	0.8354
0.0563	6.5902	1608	0.6874	0.6599	0.6874	0.8291
0.0563	6.5984	1610	0.6859	0.6739	0.6859	0.8282
0.0563	6.6066	1612	0.6863	0.6739	0.6863	0.8285
0.0563	6.6148	1614	0.6849	0.6739	0.6849	0.8276
0.0563	6.6230	1616	0.6870	0.6941	0.6870	0.8288
0.0563	6.6311	1618	0.7106	0.6804	0.7106	0.8430
0.0563	6.6393	1620	0.7335	0.6804	0.7335	0.8565
0.0563	6.6475	1622	0.7504	0.6410	0.7504	0.8662
0.0563	6.6557	1624	0.7409	0.6410	0.7409	0.8607
0.0563	6.6639	1626	0.7151	0.6804	0.7151	0.8456
0.0563	6.6721	1628	0.6884	0.6599	0.6884	0.8297
0.0563	6.6803	1630	0.6762	0.6739	0.6762	0.8223
0.0563	6.6885	1632	0.6612	0.6739	0.6612	0.8131
0.0563	6.6967	1634	0.6486	0.6879	0.6486	0.8054
0.0563	6.7049	1636	0.6312	0.6691	0.6312	0.7945
0.0563	6.7131	1638	0.6352	0.6455	0.6352	0.7970
0.0563	6.7213	1640	0.6434	0.6455	0.6434	0.8021
0.0563	6.7295	1642	0.6791	0.6528	0.6791	0.8240
0.0563	6.7377	1644	0.7181	0.6195	0.7181	0.8474
0.0563	6.7459	1646	0.7656	0.6053	0.7656	0.8750
0.0563	6.7541	1648	0.8155	0.6271	0.8155	0.9031
0.0563	6.7623	1650	0.8459	0.6390	0.8459	0.9198
0.0563	6.7705	1652	0.8410	0.6390	0.8410	0.9171
0.0563	6.7787	1654	0.8290	0.6271	0.8290	0.9105
0.0563	6.7869	1656	0.8134	0.6410	0.8134	0.9019
0.0563	6.7951	1658	0.8037	0.6410	0.8037	0.8965
0.0563	6.8033	1660	0.8077	0.6114	0.8077	0.8987
0.0563	6.8115	1662	0.8209	0.6076	0.8209	0.9060
0.0563	6.8197	1664	0.8355	0.6076	0.8355	0.9141
0.0563	6.8279	1666	0.8667	0.6189	0.8667	0.9310
0.0563	6.8361	1668	0.8890	0.6055	0.8890	0.9429
0.0563	6.8443	1670	0.8917	0.6033	0.8917	0.9443
0.0563	6.8525	1672	0.8813	0.5968	0.8813	0.9388
0.0563	6.8607	1674	0.8462	0.6369	0.8462	0.9199
0.0563	6.8689	1676	0.8175	0.6390	0.8175	0.9042
0.0563	6.8770	1678	0.7945	0.5946	0.7945	0.8913
0.0563	6.8852	1680	0.7646	0.5823	0.7646	0.8744
0.0563	6.8934	1682	0.7588	0.5823	0.7588	0.8711
0.0563	6.9016	1684	0.7650	0.5823	0.7650	0.8747
0.0563	6.9098	1686	0.7802	0.5823	0.7802	0.8833
0.0563	6.9180	1688	0.8046	0.5946	0.8046	0.8970
0.0563	6.9262	1690	0.8112	0.5946	0.8112	0.9007
0.0563	6.9344	1692	0.8256	0.5946	0.8256	0.9086
0.0563	6.9426	1694	0.8311	0.6173	0.8311	0.9116
0.0563	6.9508	1696	0.8107	0.6173	0.8107	0.9004
0.0563	6.9590	1698	0.7856	0.6053	0.7856	0.8863
0.0563	6.9672	1700	0.7622	0.6195	0.7622	0.8730
0.0563	6.9754	1702	0.7440	0.6195	0.7440	0.8626
0.0563	6.9836	1704	0.7331	0.6195	0.7331	0.8562
0.0563	6.9918	1706	0.7085	0.6599	0.7085	0.8417
0.0563	7.0	1708	0.6979	0.6159	0.6979	0.8354
0.0563	7.0082	1710	0.7015	0.6384	0.7015	0.8375
0.0563	7.0164	1712	0.7155	0.6195	0.7155	0.8459
0.0563	7.0246	1714	0.7253	0.6195	0.7253	0.8516
0.0563	7.0328	1716	0.7340	0.6410	0.7340	0.8567
0.0563	7.0410	1718	0.7391	0.6410	0.7391	0.8597
0.0563	7.0492	1720	0.7436	0.6410	0.7436	0.8623
0.0563	7.0574	1722	0.7552	0.6410	0.7552	0.8690
0.0563	7.0656	1724	0.7859	0.6365	0.7859	0.8865
0.0563	7.0738	1726	0.8284	0.6189	0.8284	0.9102
0.0563	7.0820	1728	0.8553	0.6189	0.8553	0.9248
0.0563	7.0902	1730	0.8983	0.6189	0.8983	0.9478
0.0563	7.0984	1732	0.9597	0.6019	0.9597	0.9796
0.0563	7.1066	1734	1.0025	0.5984	1.0025	1.0012
0.0563	7.1148	1736	1.0255	0.5465	1.0255	1.0127
0.0563	7.1230	1738	1.0109	0.5726	1.0109	1.0054
0.0563	7.1311	1740	0.9600	0.6150	0.9600	0.9798
0.0563	7.1393	1742	0.8779	0.6189	0.8779	0.9370
0.0563	7.1475	1744	0.8020	0.6189	0.8020	0.8955
0.0563	7.1557	1746	0.7492	0.6365	0.7492	0.8656
0.0563	7.1639	1748	0.7038	0.6599	0.7038	0.8389
0.0563	7.1721	1750	0.6819	0.6672	0.6819	0.8258
0.0563	7.1803	1752	0.6798	0.6879	0.6798	0.8245
0.0563	7.1885	1754	0.6947	0.6739	0.6947	0.8335
0.0563	7.1967	1756	0.7077	0.6599	0.7077	0.8413
0.0563	7.2049	1758	0.7313	0.6804	0.7313	0.8552
0.0563	7.2131	1760	0.7679	0.6480	0.7679	0.8763
0.0563	7.2213	1762	0.7856	0.6480	0.7856	0.8863
0.0563	7.2295	1764	0.7913	0.6480	0.7913	0.8895
0.0563	7.2377	1766	0.8044	0.6189	0.8044	0.8969
0.0563	7.2459	1768	0.8094	0.6189	0.8094	0.8997
0.0563	7.2541	1770	0.8025	0.6189	0.8025	0.8958
0.0563	7.2623	1772	0.7803	0.6454	0.7803	0.8834
0.0563	7.2705	1774	0.7718	0.6454	0.7718	0.8785
0.0563	7.2787	1776	0.7711	0.6454	0.7711	0.8781
0.0563	7.2869	1778	0.7566	0.6454	0.7566	0.8698
0.0563	7.2951	1780	0.7345	0.6667	0.7345	0.8570
0.0563	7.3033	1782	0.7216	0.6667	0.7216	0.8495
0.0563	7.3115	1784	0.7150	0.6959	0.7150	0.8456
0.0563	7.3197	1786	0.7229	0.6959	0.7229	0.8502
0.0563	7.3279	1788	0.7215	0.6959	0.7215	0.8494
0.0563	7.3361	1790	0.7281	0.6959	0.7281	0.8533
0.0563	7.3443	1792	0.7348	0.675	0.7348	0.8572
0.0563	7.3525	1794	0.7483	0.675	0.7483	0.8651
0.0563	7.3607	1796	0.7694	0.675	0.7694	0.8771
0.0563	7.3689	1798	0.7788	0.675	0.7788	0.8825
0.0563	7.3770	1800	0.7850	0.675	0.7850	0.8860
0.0563	7.3852	1802	0.7947	0.6365	0.7947	0.8915
0.0563	7.3934	1804	0.7946	0.6365	0.7946	0.8914
0.0563	7.4016	1806	0.7766	0.675	0.7766	0.8813
0.0563	7.4098	1808	0.7449	0.6804	0.7449	0.8631
0.0563	7.4180	1810	0.7144	0.6384	0.7144	0.8452
0.0563	7.4262	1812	0.6961	0.6384	0.6961	0.8343
0.0563	7.4344	1814	0.6870	0.6528	0.6870	0.8288
0.0563	7.4426	1816	0.6873	0.6384	0.6873	0.8290
0.0563	7.4508	1818	0.6957	0.6384	0.6957	0.8341
0.0563	7.4590	1820	0.7005	0.6599	0.7005	0.8370
0.0563	7.4672	1822	0.7038	0.6599	0.7038	0.8389
0.0563	7.4754	1824	0.7038	0.6599	0.7038	0.8389
0.0563	7.4836	1826	0.7064	0.6804	0.7064	0.8405
0.0563	7.4918	1828	0.7087	0.6804	0.7087	0.8419
0.0563	7.5	1830	0.7179	0.6804	0.7179	0.8473
0.0563	7.5082	1832	0.7241	0.6804	0.7241	0.8510
0.0563	7.5164	1834	0.7155	0.6804	0.7155	0.8458
0.0563	7.5246	1836	0.7034	0.6804	0.7034	0.8387
0.0563	7.5328	1838	0.7076	0.6804	0.7076	0.8412
0.0563	7.5410	1840	0.7243	0.6804	0.7243	0.8511
0.0563	7.5492	1842	0.7349	0.6804	0.7349	0.8573
0.0563	7.5574	1844	0.7311	0.6804	0.7311	0.8551
0.0563	7.5656	1846	0.7236	0.6804	0.7236	0.8507
0.0563	7.5738	1848	0.7040	0.6599	0.7040	0.8390
0.0563	7.5820	1850	0.6864	0.6307	0.6864	0.8285
0.0563	7.5902	1852	0.6736	0.6307	0.6736	0.8207
0.0563	7.5984	1854	0.6588	0.6455	0.6588	0.8116
0.0563	7.6066	1856	0.6523	0.6879	0.6523	0.8077
0.0563	7.6148	1858	0.6482	0.7093	0.6482	0.8051
0.0563	7.6230	1860	0.6563	0.7076	0.6563	0.8101
0.0563	7.6311	1862	0.6657	0.6941	0.6657	0.8159
0.0563	7.6393	1864	0.6664	0.6941	0.6664	0.8164
0.0563	7.6475	1866	0.6604	0.6941	0.6604	0.8127
0.0563	7.6557	1868	0.6544	0.7076	0.6544	0.8089
0.0563	7.6639	1870	0.6496	0.7076	0.6496	0.8059
0.0563	7.6721	1872	0.6538	0.7076	0.6538	0.8086
0.0563	7.6803	1874	0.6576	0.7076	0.6576	0.8109
0.0563	7.6885	1876	0.6768	0.6941	0.6768	0.8227
0.0563	7.6967	1878	0.7092	0.6941	0.7092	0.8421
0.0563	7.7049	1880	0.7349	0.6410	0.7349	0.8573
0.0563	7.7131	1882	0.7436	0.6410	0.7436	0.8623
0.0563	7.7213	1884	0.7476	0.6410	0.7476	0.8646
0.0563	7.7295	1886	0.7454	0.6410	0.7454	0.8634
0.0563	7.7377	1888	0.7484	0.6410	0.7484	0.8651
0.0563	7.7459	1890	0.7360	0.6410	0.7360	0.8579
0.0563	7.7541	1892	0.7175	0.6941	0.7175	0.8471
0.0563	7.7623	1894	0.6944	0.6941	0.6944	0.8333
0.0563	7.7705	1896	0.6728	0.6879	0.6728	0.8202
0.0563	7.7787	1898	0.6668	0.6672	0.6668	0.8166
0.0563	7.7869	1900	0.6681	0.6672	0.6681	0.8174
0.0563	7.7951	1902	0.6619	0.6672	0.6619	0.8135
0.0563	7.8033	1904	0.6582	0.6672	0.6582	0.8113
0.0563	7.8115	1906	0.6672	0.6672	0.6672	0.8168
0.0563	7.8197	1908	0.6812	0.6672	0.6812	0.8253
0.0563	7.8279	1910	0.6950	0.6672	0.6950	0.8337
0.0563	7.8361	1912	0.7054	0.6672	0.7054	0.8399
0.0563	7.8443	1914	0.7010	0.7076	0.7010	0.8373
0.0563	7.8525	1916	0.6999	0.7076	0.6999	0.8366
0.0563	7.8607	1918	0.6990	0.7076	0.6990	0.8361
0.0563	7.8689	1920	0.6966	0.7076	0.6966	0.8347
0.0563	7.8770	1922	0.6955	0.7076	0.6955	0.8339
0.0563	7.8852	1924	0.6963	0.6941	0.6963	0.8345
0.0563	7.8934	1926	0.6923	0.6941	0.6923	0.8321
0.0563	7.9016	1928	0.6781	0.6739	0.6781	0.8235
0.0563	7.9098	1930	0.6666	0.6672	0.6666	0.8164
0.0563	7.9180	1932	0.6619	0.6672	0.6619	0.8136
0.0563	7.9262	1934	0.6659	0.6528	0.6659	0.8160
0.0563	7.9344	1936	0.6665	0.6739	0.6665	0.8164
0.0563	7.9426	1938	0.6613	0.6739	0.6613	0.8132
0.0563	7.9508	1940	0.6629	0.6941	0.6629	0.8142
0.0563	7.9590	1942	0.6751	0.6941	0.6751	0.8216
0.0563	7.9672	1944	0.6874	0.6941	0.6874	0.8291
0.0563	7.9754	1946	0.7109	0.6804	0.7109	0.8432
0.0563	7.9836	1948	0.7229	0.6804	0.7229	0.8503
0.0563	7.9918	1950	0.7321	0.6804	0.7321	0.8556
0.0563	8.0	1952	0.7488	0.6410	0.7488	0.8653
0.0563	8.0082	1954	0.7610	0.6410	0.7610	0.8723
0.0563	8.0164	1956	0.7637	0.6410	0.7637	0.8739
0.0563	8.0246	1958	0.7524	0.6410	0.7524	0.8674
0.0563	8.0328	1960	0.7297	0.6804	0.7297	0.8542
0.0563	8.0410	1962	0.7115	0.6804	0.7115	0.8435
0.0563	8.0492	1964	0.6965	0.6941	0.6965	0.8345
0.0563	8.0574	1966	0.6959	0.6941	0.6959	0.8342
0.0563	8.0656	1968	0.6867	0.6941	0.6867	0.8287
0.0563	8.0738	1970	0.6876	0.6941	0.6876	0.8292
0.0563	8.0820	1972	0.6854	0.6941	0.6854	0.8279
0.0563	8.0902	1974	0.6796	0.6804	0.6796	0.8244
0.0563	8.0984	1976	0.6865	0.6804	0.6865	0.8285
0.0563	8.1066	1978	0.6880	0.6804	0.6880	0.8294
0.0563	8.1148	1980	0.6862	0.6804	0.6862	0.8284
0.0563	8.1230	1982	0.6939	0.6804	0.6939	0.8330
0.0563	8.1311	1984	0.6987	0.6804	0.6987	0.8359
0.0563	8.1393	1986	0.6966	0.6804	0.6966	0.8346
0.0563	8.1475	1988	0.6838	0.7017	0.6838	0.8269
0.0563	8.1557	1990	0.6659	0.7017	0.6659	0.8160
0.0563	8.1639	1992	0.6560	0.7017	0.6560	0.8099
0.0563	8.1721	1994	0.6495	0.7017	0.6495	0.8059
0.0563	8.1803	1996	0.6397	0.7280	0.6397	0.7998
0.0563	8.1885	1998	0.6322	0.7093	0.6322	0.7951
0.0427	8.1967	2000	0.6342	0.7093	0.6342	0.7964
0.0427	8.2049	2002	0.6395	0.7093	0.6395	0.7997
0.0427	8.2131	2004	0.6426	0.7093	0.6426	0.8016
0.0427	8.2213	2006	0.6491	0.6879	0.6491	0.8057
0.0427	8.2295	2008	0.6598	0.6739	0.6598	0.8123
0.0427	8.2377	2010	0.6675	0.6599	0.6675	0.8170
0.0427	8.2459	2012	0.6809	0.6804	0.6809	0.8251
0.0427	8.2541	2014	0.6932	0.6804	0.6932	0.8326
0.0427	8.2623	2016	0.6995	0.6804	0.6995	0.8364
0.0427	8.2705	2018	0.7072	0.6804	0.7072	0.8410
0.0427	8.2787	2020	0.7041	0.6804	0.7041	0.8391
0.0427	8.2869	2022	0.6991	0.6804	0.6991	0.8361
0.0427	8.2951	2024	0.6942	0.6804	0.6942	0.8332
0.0427	8.3033	2026	0.7003	0.6804	0.7003	0.8369
0.0427	8.3115	2028	0.6971	0.6804	0.6971	0.8349
0.0427	8.3197	2030	0.7027	0.6804	0.7027	0.8383
0.0427	8.3279	2032	0.7128	0.6410	0.7128	0.8443
0.0427	8.3361	2034	0.7144	0.6410	0.7144	0.8452
0.0427	8.3443	2036	0.7067	0.6337	0.7067	0.8407
0.0427	8.3525	2038	0.7039	0.6337	0.7039	0.8390
0.0427	8.3607	2040	0.7070	0.6337	0.7070	0.8408
0.0427	8.3689	2042	0.7150	0.6195	0.7150	0.8456
0.0427	8.3770	2044	0.7229	0.6195	0.7229	0.8502
0.0427	8.3852	2046	0.7314	0.6195	0.7314	0.8552
0.0427	8.3934	2048	0.7398	0.6195	0.7398	0.8601
0.0427	8.4016	2050	0.7368	0.6195	0.7368	0.8584
0.0427	8.4098	2052	0.7324	0.6195	0.7324	0.8558
0.0427	8.4180	2054	0.7325	0.6195	0.7325	0.8559
0.0427	8.4262	2056	0.7426	0.6410	0.7426	0.8617
0.0427	8.4344	2058	0.7542	0.6410	0.7542	0.8685
0.0427	8.4426	2060	0.7561	0.6410	0.7561	0.8695
0.0427	8.4508	2062	0.7508	0.6410	0.7508	0.8665
0.0427	8.4590	2064	0.7407	0.6410	0.7407	0.8607
0.0427	8.4672	2066	0.7371	0.6410	0.7371	0.8586
0.0427	8.4754	2068	0.7375	0.6410	0.7375	0.8588
0.0427	8.4836	2070	0.7379	0.6410	0.7379	0.8590
0.0427	8.4918	2072	0.7291	0.6410	0.7291	0.8539
0.0427	8.5	2074	0.7161	0.6195	0.7161	0.8462
0.0427	8.5082	2076	0.7117	0.6195	0.7117	0.8436
0.0427	8.5164	2078	0.7106	0.6195	0.7106	0.8430
0.0427	8.5246	2080	0.7138	0.6195	0.7138	0.8449
0.0427	8.5328	2082	0.7218	0.6410	0.7218	0.8496
0.0427	8.5410	2084	0.7247	0.6410	0.7247	0.8513
0.0427	8.5492	2086	0.7347	0.6410	0.7347	0.8571
0.0427	8.5574	2088	0.7381	0.6410	0.7381	0.8591
0.0427	8.5656	2090	0.7458	0.6410	0.7458	0.8636
0.0427	8.5738	2092	0.7441	0.6410	0.7441	0.8626
0.0427	8.5820	2094	0.7412	0.6410	0.7412	0.8609
0.0427	8.5902	2096	0.7354	0.6410	0.7354	0.8575
0.0427	8.5984	2098	0.7194	0.6410	0.7194	0.8482
0.0427	8.6066	2100	0.7032	0.6337	0.7032	0.8385
0.0427	8.6148	2102	0.6854	0.6337	0.6854	0.8279
0.0427	8.6230	2104	0.6679	0.6739	0.6679	0.8173
0.0427	8.6311	2106	0.6590	0.6739	0.6590	0.8118
0.0427	8.6393	2108	0.6508	0.6739	0.6508	0.8067
0.0427	8.6475	2110	0.6467	0.6958	0.6467	0.8042
0.0427	8.6557	2112	0.6403	0.7093	0.6403	0.8002
0.0427	8.6639	2114	0.6416	0.6958	0.6416	0.8010
0.0427	8.6721	2116	0.6455	0.7149	0.6455	0.8034
0.0427	8.6803	2118	0.6530	0.7149	0.6530	0.8081
0.0427	8.6885	2120	0.6627	0.6941	0.6627	0.8141
0.0427	8.6967	2122	0.6683	0.6548	0.6683	0.8175
0.0427	8.7049	2124	0.6716	0.6548	0.6716	0.8195
0.0427	8.7131	2126	0.6697	0.6548	0.6697	0.8184
0.0427	8.7213	2128	0.6741	0.6548	0.6741	0.8210
0.0427	8.7295	2130	0.6825	0.6548	0.6825	0.8261
0.0427	8.7377	2132	0.6901	0.6548	0.6901	0.8307
0.0427	8.7459	2134	0.7025	0.6410	0.7025	0.8382
0.0427	8.7541	2136	0.7111	0.6410	0.7111	0.8433
0.0427	8.7623	2138	0.7143	0.6410	0.7143	0.8452
0.0427	8.7705	2140	0.7200	0.6410	0.7200	0.8485
0.0427	8.7787	2142	0.7178	0.6410	0.7178	0.8472
0.0427	8.7869	2144	0.7100	0.6410	0.7100	0.8426
0.0427	8.7951	2146	0.7030	0.6410	0.7030	0.8384
0.0427	8.8033	2148	0.6949	0.6410	0.6949	0.8336
0.0427	8.8115	2150	0.6898	0.7017	0.6898	0.8305
0.0427	8.8197	2152	0.6827	0.7017	0.6827	0.8262
0.0427	8.8279	2154	0.6882	0.7017	0.6882	0.8296
0.0427	8.8361	2156	0.6906	0.7017	0.6906	0.8310
0.0427	8.8443	2158	0.6936	0.6634	0.6936	0.8328
0.0427	8.8525	2160	0.6900	0.6804	0.6900	0.8306
0.0427	8.8607	2162	0.6850	0.7017	0.6850	0.8276
0.0427	8.8689	2164	0.6753	0.7017	0.6753	0.8218
0.0427	8.8770	2166	0.6642	0.7149	0.6642	0.8150
0.0427	8.8852	2168	0.6574	0.7149	0.6574	0.8108
0.0427	8.8934	2170	0.6544	0.7149	0.6544	0.8090
0.0427	8.9016	2172	0.6517	0.7149	0.6517	0.8073
0.0427	8.9098	2174	0.6457	0.7149	0.6457	0.8036
0.0427	8.9180	2176	0.6333	0.7149	0.6333	0.7958
0.0427	8.9262	2178	0.6253	0.7093	0.6253	0.7908
0.0427	8.9344	2180	0.6203	0.7093	0.6203	0.7876
0.0427	8.9426	2182	0.6158	0.6897	0.6158	0.7847
0.0427	8.9508	2184	0.6123	0.6897	0.6123	0.7825
0.0427	8.9590	2186	0.6100	0.6897	0.6100	0.7810
0.0427	8.9672	2188	0.6077	0.6897	0.6077	0.7795
0.0427	8.9754	2190	0.6122	0.7093	0.6122	0.7824
0.0427	8.9836	2192	0.6197	0.7093	0.6197	0.7872
0.0427	8.9918	2194	0.6205	0.7280	0.6205	0.7877
0.0427	9.0	2196	0.6231	0.7149	0.6231	0.7894
0.0427	9.0082	2198	0.6229	0.7280	0.6229	0.7892
0.0427	9.0164	2200	0.6248	0.7149	0.6248	0.7904
0.0427	9.0246	2202	0.6303	0.7149	0.6303	0.7939
0.0427	9.0328	2204	0.6376	0.7149	0.6376	0.7985
0.0427	9.0410	2206	0.6484	0.7149	0.6484	0.8052
0.0427	9.0492	2208	0.6569	0.7149	0.6569	0.8105
0.0427	9.0574	2210	0.6610	0.7149	0.6610	0.8130
0.0427	9.0656	2212	0.6646	0.7149	0.6646	0.8152
0.0427	9.0738	2214	0.6672	0.7149	0.6672	0.8168
0.0427	9.0820	2216	0.6678	0.7149	0.6678	0.8172
0.0427	9.0902	2218	0.6643	0.7149	0.6643	0.8151
0.0427	9.0984	2220	0.6594	0.7149	0.6594	0.8121
0.0427	9.1066	2222	0.6529	0.7149	0.6529	0.8081
0.0427	9.1148	2224	0.6473	0.7149	0.6473	0.8046
0.0427	9.1230	2226	0.6404	0.7149	0.6404	0.8002
0.0427	9.1311	2228	0.6329	0.7149	0.6329	0.7955
0.0427	9.1393	2230	0.6280	0.7280	0.6280	0.7924
0.0427	9.1475	2232	0.6238	0.7280	0.6238	0.7898
0.0427	9.1557	2234	0.6203	0.7280	0.6203	0.7876
0.0427	9.1639	2236	0.6203	0.7280	0.6203	0.7876
0.0427	9.1721	2238	0.6209	0.7280	0.6209	0.7879
0.0427	9.1803	2240	0.6211	0.7280	0.6211	0.7881
0.0427	9.1885	2242	0.6211	0.7280	0.6211	0.7881
0.0427	9.1967	2244	0.6201	0.7280	0.6201	0.7875
0.0427	9.2049	2246	0.6228	0.7280	0.6228	0.7892
0.0427	9.2131	2248	0.6264	0.7280	0.6264	0.7915
0.0427	9.2213	2250	0.6304	0.7280	0.6304	0.7940
0.0427	9.2295	2252	0.6360	0.7149	0.6360	0.7975
0.0427	9.2377	2254	0.6401	0.7149	0.6401	0.8001
0.0427	9.2459	2256	0.6430	0.7149	0.6430	0.8019
0.0427	9.2541	2258	0.6449	0.7149	0.6449	0.8031
0.0427	9.2623	2260	0.6446	0.7149	0.6446	0.8029
0.0427	9.2705	2262	0.6448	0.7149	0.6448	0.8030
0.0427	9.2787	2264	0.6437	0.7149	0.6437	0.8023
0.0427	9.2869	2266	0.6411	0.7149	0.6411	0.8007
0.0427	9.2951	2268	0.6411	0.7149	0.6411	0.8007
0.0427	9.3033	2270	0.6401	0.7149	0.6401	0.8001
0.0427	9.3115	2272	0.6406	0.7149	0.6406	0.8004
0.0427	9.3197	2274	0.6400	0.7149	0.6400	0.8000
0.0427	9.3279	2276	0.6398	0.7149	0.6398	0.7999
0.0427	9.3361	2278	0.6380	0.7149	0.6380	0.7988
0.0427	9.3443	2280	0.6399	0.7149	0.6399	0.7999
0.0427	9.3525	2282	0.6427	0.7149	0.6427	0.8017
0.0427	9.3607	2284	0.6461	0.7149	0.6461	0.8038
0.0427	9.3689	2286	0.6479	0.7149	0.6479	0.8049
0.0427	9.3770	2288	0.6514	0.7149	0.6514	0.8071
0.0427	9.3852	2290	0.6546	0.6941	0.6546	0.8091
0.0427	9.3934	2292	0.6532	0.7149	0.6532	0.8082
0.0427	9.4016	2294	0.6535	0.6941	0.6535	0.8084
0.0427	9.4098	2296	0.6548	0.6941	0.6548	0.8092
0.0427	9.4180	2298	0.6574	0.6941	0.6574	0.8108
0.0427	9.4262	2300	0.6623	0.6941	0.6623	0.8138
0.0427	9.4344	2302	0.6681	0.6941	0.6681	0.8174
0.0427	9.4426	2304	0.6723	0.6941	0.6723	0.8199
0.0427	9.4508	2306	0.6739	0.6804	0.6739	0.8209
0.0427	9.4590	2308	0.6723	0.6941	0.6723	0.8200
0.0427	9.4672	2310	0.6710	0.6941	0.6710	0.8191
0.0427	9.4754	2312	0.6676	0.6941	0.6676	0.8170
0.0427	9.4836	2314	0.6645	0.6941	0.6645	0.8152
0.0427	9.4918	2316	0.6620	0.6941	0.6620	0.8137
0.0427	9.5	2318	0.6604	0.6941	0.6604	0.8127
0.0427	9.5082	2320	0.6579	0.6941	0.6579	0.8111
0.0427	9.5164	2322	0.6567	0.6941	0.6567	0.8103
0.0427	9.5246	2324	0.6576	0.6941	0.6576	0.8109
0.0427	9.5328	2326	0.6594	0.6941	0.6594	0.8120
0.0427	9.5410	2328	0.6635	0.6941	0.6635	0.8146
0.0427	9.5492	2330	0.6674	0.6941	0.6674	0.8169
0.0427	9.5574	2332	0.6712	0.6941	0.6712	0.8193
0.0427	9.5656	2334	0.6769	0.6941	0.6769	0.8227
0.0427	9.5738	2336	0.6809	0.6804	0.6809	0.8251
0.0427	9.5820	2338	0.6821	0.6804	0.6821	0.8259
0.0427	9.5902	2340	0.6823	0.6804	0.6823	0.8260
0.0427	9.5984	2342	0.6812	0.6804	0.6812	0.8253
0.0427	9.6066	2344	0.6779	0.6804	0.6779	0.8233
0.0427	9.6148	2346	0.6752	0.6804	0.6752	0.8217
0.0427	9.6230	2348	0.6710	0.6941	0.6710	0.8192
0.0427	9.6311	2350	0.6669	0.7149	0.6669	0.8166
0.0427	9.6393	2352	0.6652	0.7149	0.6652	0.8156
0.0427	9.6475	2354	0.6639	0.7149	0.6639	0.8148
0.0427	9.6557	2356	0.6638	0.7149	0.6638	0.8147
0.0427	9.6639	2358	0.6654	0.7149	0.6654	0.8157
0.0427	9.6721	2360	0.6660	0.7149	0.6660	0.8161
0.0427	9.6803	2362	0.6662	0.6941	0.6662	0.8162
0.0427	9.6885	2364	0.6666	0.6941	0.6666	0.8165
0.0427	9.6967	2366	0.6670	0.6941	0.6670	0.8167
0.0427	9.7049	2368	0.6680	0.6941	0.6680	0.8173
0.0427	9.7131	2370	0.6683	0.6941	0.6683	0.8175
0.0427	9.7213	2372	0.6680	0.6941	0.6680	0.8173
0.0427	9.7295	2374	0.6671	0.6941	0.6671	0.8168
0.0427	9.7377	2376	0.6659	0.7149	0.6659	0.8161
0.0427	9.7459	2378	0.6653	0.7149	0.6653	0.8157
0.0427	9.7541	2380	0.6643	0.7149	0.6643	0.8151
0.0427	9.7623	2382	0.6638	0.7149	0.6638	0.8147
0.0427	9.7705	2384	0.6626	0.7149	0.6626	0.8140
0.0427	9.7787	2386	0.6615	0.7149	0.6615	0.8133
0.0427	9.7869	2388	0.6601	0.7149	0.6601	0.8124
0.0427	9.7951	2390	0.6586	0.7149	0.6586	0.8116
0.0427	9.8033	2392	0.6566	0.7149	0.6566	0.8103
0.0427	9.8115	2394	0.6561	0.7149	0.6561	0.8100
0.0427	9.8197	2396	0.6563	0.7149	0.6563	0.8101
0.0427	9.8279	2398	0.6567	0.7149	0.6567	0.8103
0.0427	9.8361	2400	0.6570	0.7149	0.6570	0.8105
0.0427	9.8443	2402	0.6574	0.7149	0.6574	0.8108
0.0427	9.8525	2404	0.6577	0.7149	0.6577	0.8110
0.0427	9.8607	2406	0.6580	0.7149	0.6580	0.8112
0.0427	9.8689	2408	0.6589	0.6941	0.6589	0.8117
0.0427	9.8770	2410	0.6596	0.6941	0.6596	0.8121
0.0427	9.8852	2412	0.6600	0.6941	0.6600	0.8124
0.0427	9.8934	2414	0.6607	0.6941	0.6607	0.8128
0.0427	9.9016	2416	0.6609	0.6941	0.6609	0.8130
0.0427	9.9098	2418	0.6609	0.6941	0.6609	0.8129
0.0427	9.9180	2420	0.6615	0.6941	0.6615	0.8134
0.0427	9.9262	2422	0.6623	0.6941	0.6623	0.8138
0.0427	9.9344	2424	0.6630	0.6941	0.6630	0.8143
0.0427	9.9426	2426	0.6634	0.6941	0.6634	0.8145
0.0427	9.9508	2428	0.6637	0.6941	0.6637	0.8147
0.0427	9.9590	2430	0.6638	0.6941	0.6638	0.8147
0.0427	9.9672	2432	0.6638	0.6941	0.6638	0.8147
0.0427	9.9754	2434	0.6637	0.6941	0.6637	0.8147
0.0427	9.9836	2436	0.6638	0.6941	0.6638	0.8147
0.0427	9.9918	2438	0.6638	0.6941	0.6638	0.8147
0.0427	10.0	2440	0.6638	0.6941	0.6638	0.8147

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 2, 2024
Updated: Dec 2, 2024