Arabic_FineTuningAraBERT_AugV4_k20_task2_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k20_task2_organization_fold0

Arabic_FineTuningAraBERT_AugV4_k20_task2_organization_fold0 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: Nov 16, 2024
Updated: Nov 16, 2024
SHA: 291da8c7

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k20_task2_organization_fold0

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: 0.5473
Qwk: 0.4779
Mse: 0.5473
Rmse: 0.7398

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	0.0090	2	3.2399	0.0	3.2399	1.8000
No log	0.0179	4	1.7305	-0.1255	1.7305	1.3155
No log	0.0269	6	0.8266	0.0	0.8266	0.9092
No log	0.0359	8	0.6609	0.0916	0.6609	0.8130
No log	0.0448	10	0.7502	-0.0825	0.7502	0.8661
No log	0.0538	12	1.0215	0.0679	1.0215	1.0107
No log	0.0628	14	0.9258	0.1000	0.9258	0.9622
No log	0.0717	16	0.7380	0.1765	0.7380	0.8590
No log	0.0807	18	0.7246	0.1962	0.7246	0.8513
No log	0.0897	20	0.8326	0.0679	0.8326	0.9125
No log	0.0987	22	1.2396	0.3000	1.2396	1.1134
No log	0.1076	24	1.2169	0.0418	1.2169	1.1031
No log	0.1166	26	1.0152	0.0	1.0152	1.0076
No log	0.1256	28	1.0313	0.0	1.0313	1.0155
No log	0.1345	30	0.9957	0.0	0.9957	0.9978
No log	0.1435	32	1.0289	0.0	1.0289	1.0143
No log	0.1525	34	0.9396	0.0	0.9396	0.9693
No log	0.1614	36	0.7920	0.0	0.7920	0.8900
No log	0.1704	38	0.7273	-0.0418	0.7273	0.8528
No log	0.1794	40	0.6689	-0.0418	0.6689	0.8179
No log	0.1883	42	0.7162	0.0	0.7162	0.8463
No log	0.1973	44	0.7742	0.0	0.7742	0.8799
No log	0.2063	46	0.7647	0.0	0.7647	0.8745
No log	0.2152	48	0.6055	0.0	0.6055	0.7781
No log	0.2242	50	0.5712	0.1398	0.5712	0.7558
No log	0.2332	52	0.4972	0.3576	0.4972	0.7051
No log	0.2422	54	0.7570	0.2913	0.7570	0.8701
No log	0.2511	56	0.7138	0.2913	0.7138	0.8449
No log	0.2601	58	0.4472	0.4177	0.4472	0.6688
No log	0.2691	60	0.3699	0.7322	0.3699	0.6082
No log	0.2780	62	0.4692	0.4515	0.4692	0.6850
No log	0.2870	64	0.6333	0.3345	0.6333	0.7958
No log	0.2960	66	0.4965	0.3731	0.4965	0.7046
No log	0.3049	68	0.5073	0.3731	0.5073	0.7123
No log	0.3139	70	0.5136	0.3731	0.5136	0.7167
No log	0.3229	72	0.6844	0.3277	0.6844	0.8273
No log	0.3318	74	0.5884	0.3731	0.5884	0.7671
No log	0.3408	76	0.5847	0.3731	0.5847	0.7647
No log	0.3498	78	0.5509	0.3731	0.5509	0.7422
No log	0.3587	80	0.6586	0.3277	0.6586	0.8115
No log	0.3677	82	0.9307	0.37	0.9307	0.9647
No log	0.3767	84	0.7523	0.3659	0.7523	0.8674
No log	0.3857	86	0.6552	0.2188	0.6552	0.8094
No log	0.3946	88	0.5668	0.3318	0.5668	0.7528
No log	0.4036	90	0.6186	0.3811	0.6186	0.7865
No log	0.4126	92	0.9072	0.3659	0.9072	0.9525
No log	0.4215	94	1.0602	0.3077	1.0602	1.0296
No log	0.4305	96	1.1256	0.2522	1.1256	1.0610
No log	0.4395	98	0.8926	0.3659	0.8926	0.9448
No log	0.4484	100	0.7371	0.2814	0.7371	0.8585
No log	0.4574	102	0.5997	0.2000	0.5997	0.7744
No log	0.4664	104	0.5523	0.2613	0.5523	0.7432
No log	0.4753	106	0.5538	0.2186	0.5538	0.7442
No log	0.4843	108	0.7288	0.4085	0.7288	0.8537
No log	0.4933	110	1.2491	0.2701	1.2491	1.1176
No log	0.5022	112	1.3507	0.2701	1.3507	1.1622
No log	0.5112	114	1.1010	0.2961	1.1010	1.0493
No log	0.5202	116	0.7125	0.4187	0.7125	0.8441
No log	0.5291	118	0.5363	0.5368	0.5363	0.7323
No log	0.5381	120	0.5458	0.5137	0.5458	0.7388
No log	0.5471	122	0.5466	0.3077	0.5466	0.7393
No log	0.5561	124	0.7664	0.3731	0.7664	0.8755
No log	0.5650	126	1.0379	0.2418	1.0379	1.0188
No log	0.5740	128	1.1554	0.2522	1.1554	1.0749
No log	0.5830	130	1.1370	0.2522	1.1370	1.0663
No log	0.5919	132	0.9426	0.3000	0.9426	0.9709
No log	0.6009	134	0.6965	0.4187	0.6965	0.8346
No log	0.6099	136	0.5781	0.5	0.5781	0.7603
No log	0.6188	138	0.6251	0.3877	0.6251	0.7906
No log	0.6278	140	0.8330	0.3803	0.8330	0.9127
No log	0.6368	142	0.9073	0.3833	0.9073	0.9525
No log	0.6457	144	0.8694	0.3833	0.8694	0.9324
No log	0.6547	146	0.9006	0.3860	0.9006	0.9490
No log	0.6637	148	0.8649	0.3833	0.8649	0.9300
No log	0.6726	150	0.5950	0.4187	0.5950	0.7714
No log	0.6816	152	0.4433	0.4976	0.4433	0.6658
No log	0.6906	154	0.4592	0.4407	0.4592	0.6776
No log	0.6996	156	0.5366	0.4283	0.5366	0.7326
No log	0.7085	158	0.5921	0.3877	0.5921	0.7695
No log	0.7175	160	0.6924	0.3512	0.6924	0.8321
No log	0.7265	162	0.8499	0.3558	0.8499	0.9219
No log	0.7354	164	1.0795	0.3883	1.0795	1.0390
No log	0.7444	166	1.5320	0.1672	1.5320	1.2378
No log	0.7534	168	1.5021	0.1672	1.5021	1.2256
No log	0.7623	170	1.0884	0.3145	1.0884	1.0433
No log	0.7713	172	0.7118	0.4187	0.7118	0.8437
No log	0.7803	174	0.5829	0.1992	0.5829	0.7635
No log	0.7892	176	0.5193	0.4772	0.5193	0.7206
No log	0.7982	178	0.5165	0.4772	0.5165	0.7187
No log	0.8072	180	0.5884	0.5	0.5884	0.7671
No log	0.8161	182	0.7238	0.3512	0.7238	0.8508
No log	0.8251	184	0.9304	0.3860	0.9304	0.9646
No log	0.8341	186	0.8312	0.3833	0.8312	0.9117
No log	0.8430	188	0.6869	0.3226	0.6869	0.8288
No log	0.8520	190	0.5205	0.5633	0.5205	0.7214
No log	0.8610	192	0.5236	0.5219	0.5236	0.7236
No log	0.8700	194	0.5145	0.5855	0.5145	0.7173
No log	0.8789	196	0.5655	0.6488	0.5655	0.7520
No log	0.8879	198	0.5393	0.6169	0.5393	0.7344
No log	0.8969	200	0.4957	0.6526	0.4957	0.7040
No log	0.9058	202	0.4968	0.6526	0.4968	0.7048
No log	0.9148	204	0.4957	0.6169	0.4957	0.7041
No log	0.9238	206	0.5288	0.5396	0.5288	0.7272
No log	0.9327	208	0.5396	0.5396	0.5396	0.7346
No log	0.9417	210	0.5465	0.6488	0.5465	0.7393
No log	0.9507	212	0.6328	0.6362	0.6328	0.7955
No log	0.9596	214	0.8537	0.3393	0.8537	0.9240
No log	0.9686	216	1.0188	0.3301	1.0188	1.0093
No log	0.9776	218	0.9599	0.3393	0.9599	0.9797
No log	0.9865	220	0.7481	0.3691	0.7481	0.8649
No log	0.9955	222	0.6497	0.4288	0.6497	0.8060
No log	1.0045	224	0.7162	0.3927	0.7162	0.8463
No log	1.0135	226	0.9734	0.2797	0.9734	0.9866
No log	1.0224	228	0.9680	0.3301	0.9680	0.9839
No log	1.0314	230	0.6795	0.4187	0.6795	0.8243
No log	1.0404	232	0.5038	0.7032	0.5038	0.7098
No log	1.0493	234	0.4909	0.5381	0.4909	0.7007
No log	1.0583	236	0.5463	0.5687	0.5463	0.7391
No log	1.0673	238	0.6114	0.6239	0.6114	0.7819
No log	1.0762	240	0.7824	0.4687	0.7824	0.8845
No log	1.0852	242	0.9263	0.4074	0.9263	0.9624
No log	1.0942	244	0.8138	0.3723	0.8138	0.9021
No log	1.1031	246	0.5703	0.5832	0.5703	0.7552
No log	1.1121	248	0.4906	0.5381	0.4906	0.7004
No log	1.1211	250	0.4910	0.5451	0.4910	0.7007
No log	1.1300	252	0.5373	0.5546	0.5373	0.7330
No log	1.1390	254	0.7570	0.3558	0.7570	0.8701
No log	1.1480	256	1.0601	0.3301	1.0601	1.0296
No log	1.1570	258	1.2218	0.3396	1.2218	1.1054
No log	1.1659	260	1.1173	0.3396	1.1173	1.0570
No log	1.1749	262	0.8659	0.3246	0.8659	0.9306
No log	1.1839	264	0.6546	0.5625	0.6546	0.8091
No log	1.1928	266	0.5641	0.6232	0.5641	0.7510
No log	1.2018	268	0.5501	0.6232	0.5501	0.7417
No log	1.2108	270	0.5698	0.6026	0.5698	0.7549
No log	1.2197	272	0.7243	0.3927	0.7243	0.8511
No log	1.2287	274	0.9188	0.3883	0.9188	0.9585
No log	1.2377	276	1.0334	0.3883	1.0334	1.0166
No log	1.2466	278	0.8855	0.3860	0.8855	0.9410
No log	1.2556	280	0.6539	0.4503	0.6539	0.8087
No log	1.2646	282	0.4988	0.4407	0.4988	0.7063
No log	1.2735	284	0.4351	0.4253	0.4351	0.6596
No log	1.2825	286	0.4443	0.4371	0.4443	0.6665
No log	1.2915	288	0.4471	0.4857	0.4471	0.6687
No log	1.3004	290	0.4279	0.6351	0.4279	0.6542
No log	1.3094	292	0.4785	0.6182	0.4785	0.6917
No log	1.3184	294	0.6405	0.5619	0.6405	0.8003
No log	1.3274	296	0.6686	0.5556	0.6686	0.8177
No log	1.3363	298	0.5664	0.5737	0.5664	0.7526
No log	1.3453	300	0.4948	0.6578	0.4948	0.7034
No log	1.3543	302	0.4670	0.6510	0.4670	0.6833
No log	1.3632	304	0.4456	0.6510	0.4456	0.6675
No log	1.3722	306	0.4106	0.6866	0.4106	0.6408
No log	1.3812	308	0.4761	0.6719	0.4761	0.6900
No log	1.3901	310	0.6444	0.5205	0.6444	0.8028
No log	1.3991	312	0.6977	0.4209	0.6977	0.8353
No log	1.4081	314	0.5886	0.5277	0.5886	0.7672
No log	1.4170	316	0.4235	0.6473	0.4235	0.6508
No log	1.4260	318	0.4102	0.6239	0.4102	0.6405
No log	1.4350	320	0.4379	0.6473	0.4379	0.6617
No log	1.4439	322	0.5573	0.5679	0.5573	0.7466
No log	1.4529	324	0.7018	0.6111	0.7018	0.8377
No log	1.4619	326	0.8251	0.5203	0.8251	0.9084
No log	1.4709	328	0.7569	0.6111	0.7569	0.8700
No log	1.4798	330	0.5958	0.5939	0.5958	0.7719
No log	1.4888	332	0.4499	0.6473	0.4499	0.6707
No log	1.4978	334	0.4002	0.6526	0.4002	0.6326
No log	1.5067	336	0.4253	0.6546	0.4253	0.6521
No log	1.5157	338	0.5077	0.6866	0.5077	0.7125
No log	1.5247	340	0.5302	0.6866	0.5302	0.7282
No log	1.5336	342	0.4514	0.6546	0.4514	0.6719
No log	1.5426	344	0.4317	0.6546	0.4317	0.6570
No log	1.5516	346	0.4569	0.6546	0.4569	0.6759
No log	1.5605	348	0.5004	0.6546	0.5004	0.7074
No log	1.5695	350	0.4706	0.6602	0.4706	0.6860
No log	1.5785	352	0.4872	0.6526	0.4872	0.6980
No log	1.5874	354	0.5206	0.6182	0.5206	0.7215
No log	1.5964	356	0.5202	0.6182	0.5202	0.7212
No log	1.6054	358	0.4786	0.6526	0.4786	0.6918
No log	1.6143	360	0.4843	0.6526	0.4843	0.6959
No log	1.6233	362	0.4943	0.6526	0.4943	0.7031
No log	1.6323	364	0.5366	0.6083	0.5366	0.7325
No log	1.6413	366	0.5938	0.5619	0.5938	0.7706
No log	1.6502	368	0.5621	0.5939	0.5621	0.7497
No log	1.6592	370	0.5450	0.5939	0.5450	0.7382
No log	1.6682	372	0.5119	0.6358	0.5119	0.7155
No log	1.6771	374	0.5058	0.5939	0.5058	0.7112
No log	1.6861	376	0.4862	0.6686	0.4862	0.6973
No log	1.6951	378	0.4857	0.6818	0.4857	0.6969
No log	1.7040	380	0.4961	0.6686	0.4961	0.7043
No log	1.7130	382	0.4987	0.6686	0.4987	0.7062
No log	1.7220	384	0.5297	0.5939	0.5297	0.7278
No log	1.7309	386	0.6593	0.4648	0.6593	0.8120
No log	1.7399	388	0.7552	0.4893	0.7552	0.8690
No log	1.7489	390	0.6953	0.4924	0.6953	0.8338
No log	1.7578	392	0.5532	0.4706	0.5532	0.7438
No log	1.7668	394	0.4605	0.6769	0.4605	0.6786
No log	1.7758	396	0.4462	0.7115	0.4462	0.6680
No log	1.7848	398	0.4583	0.6818	0.4583	0.6770
No log	1.7937	400	0.4849	0.7115	0.4849	0.6963
No log	1.8027	402	0.5813	0.5939	0.5813	0.7624
No log	1.8117	404	0.7267	0.5	0.7267	0.8525
No log	1.8206	406	0.7875	0.5	0.7875	0.8874
No log	1.8296	408	0.6991	0.5939	0.6991	0.8361
No log	1.8386	410	0.5967	0.5737	0.5967	0.7725
No log	1.8475	412	0.5869	0.5602	0.5869	0.7661
No log	1.8565	414	0.5640	0.5602	0.5640	0.7510
No log	1.8655	416	0.5108	0.6526	0.5108	0.7147
No log	1.8744	418	0.5198	0.5767	0.5198	0.7209
No log	1.8834	420	0.5690	0.5714	0.5690	0.7543
No log	1.8924	422	0.6355	0.4195	0.6355	0.7972
No log	1.9013	424	0.6336	0.3903	0.6336	0.7960
No log	1.9103	426	0.6419	0.3903	0.6419	0.8012
No log	1.9193	428	0.6196	0.4648	0.6196	0.7871
No log	1.9283	430	0.6220	0.4779	0.6220	0.7887
No log	1.9372	432	0.6128	0.5679	0.6128	0.7828
No log	1.9462	434	0.5759	0.6182	0.5759	0.7589
No log	1.9552	436	0.5804	0.5607	0.5804	0.7618
No log	1.9641	438	0.5880	0.5607	0.5880	0.7668
No log	1.9731	440	0.6176	0.6083	0.6176	0.7859
No log	1.9821	442	0.7318	0.4034	0.7318	0.8555
No log	1.9910	444	0.7209	0.4034	0.7209	0.8491
No log	2.0	446	0.5820	0.4375	0.5820	0.7629
No log	2.0090	448	0.5175	0.6123	0.5175	0.7194
No log	2.0179	450	0.5182	0.5116	0.5182	0.7199
No log	2.0269	452	0.5541	0.5406	0.5541	0.7443
No log	2.0359	454	0.5735	0.4581	0.5735	0.7573
No log	2.0448	456	0.5582	0.4597	0.5582	0.7471
No log	2.0538	458	0.5794	0.4581	0.5794	0.7612
No log	2.0628	460	0.6147	0.4648	0.6147	0.7840
No log	2.0717	462	0.7221	0.4034	0.7221	0.8498
No log	2.0807	464	0.7164	0.4965	0.7164	0.8464
No log	2.0897	466	0.6454	0.5422	0.6454	0.8034
No log	2.0987	468	0.6132	0.5234	0.6132	0.7831
No log	2.1076	470	0.6446	0.5602	0.6446	0.8029
No log	2.1166	472	0.6429	0.5543	0.6429	0.8018
No log	2.1256	474	0.5964	0.5812	0.5964	0.7723
No log	2.1345	476	0.5999	0.5939	0.5999	0.7746
No log	2.1435	478	0.6585	0.4648	0.6585	0.8115
No log	2.1525	480	0.6908	0.4924	0.6908	0.8311
No log	2.1614	482	0.6252	0.4924	0.6252	0.7907
No log	2.1704	484	0.5049	0.6719	0.5049	0.7105
No log	2.1794	486	0.4625	0.6473	0.4625	0.6800
No log	2.1883	488	0.4869	0.6473	0.4869	0.6978
No log	2.1973	490	0.5378	0.6358	0.5378	0.7333
No log	2.2063	492	0.6213	0.5939	0.6213	0.7882
No log	2.2152	494	0.6849	0.5939	0.6849	0.8276
No log	2.2242	496	0.6516	0.5939	0.6516	0.8072
No log	2.2332	498	0.5790	0.5679	0.5790	0.7609
0.4638	2.2422	500	0.5279	0.5895	0.5279	0.7265
0.4638	2.2511	502	0.5327	0.5607	0.5327	0.7299
0.4638	2.2601	504	0.5714	0.5667	0.5714	0.7559
0.4638	2.2691	506	0.5743	0.5602	0.5743	0.7578
0.4638	2.2780	508	0.5933	0.5484	0.5933	0.7703
0.4638	2.2870	510	0.6875	0.5939	0.6875	0.8292
0.4638	2.2960	512	0.7438	0.6111	0.7438	0.8625
0.4638	2.3049	514	0.6584	0.6203	0.6584	0.8114
0.4638	2.3139	516	0.5683	0.6026	0.5683	0.7539
0.4638	2.3229	518	0.4693	0.6602	0.4693	0.6851
0.4638	2.3318	520	0.4417	0.6292	0.4417	0.6646
0.4638	2.3408	522	0.4293	0.6602	0.4293	0.6552
0.4638	2.3498	524	0.4389	0.6769	0.4389	0.6625
0.4638	2.3587	526	0.4498	0.6769	0.4498	0.6706
0.4638	2.3677	528	0.4730	0.6026	0.4730	0.6878
0.4638	2.3767	530	0.4653	0.6638	0.4653	0.6821
0.4638	2.3857	532	0.4648	0.6358	0.4648	0.6818
0.4638	2.3946	534	0.4686	0.6358	0.4686	0.6845
0.4638	2.4036	536	0.4975	0.5939	0.4975	0.7054
0.4638	2.4126	538	0.5377	0.5939	0.5377	0.7333
0.4638	2.4215	540	0.5405	0.5422	0.5405	0.7352
0.4638	2.4305	542	0.5368	0.6410	0.5368	0.7326
0.4638	2.4395	544	0.5209	0.6239	0.5209	0.7218
0.4638	2.4484	546	0.5100	0.6139	0.5100	0.7141
0.4638	2.4574	548	0.5215	0.6139	0.5215	0.7222
0.4638	2.4664	550	0.5457	0.5737	0.5457	0.7387
0.4638	2.4753	552	0.5517	0.5939	0.5517	0.7428
0.4638	2.4843	554	0.5391	0.5939	0.5391	0.7342
0.4638	2.4933	556	0.5320	0.5939	0.5320	0.7294
0.4638	2.5022	558	0.5052	0.6638	0.5052	0.7108
0.4638	2.5112	560	0.5124	0.6638	0.5124	0.7158
0.4638	2.5202	562	0.5585	0.6203	0.5585	0.7473
0.4638	2.5291	564	0.6135	0.6203	0.6135	0.7833
0.4638	2.5381	566	0.6138	0.5939	0.6138	0.7834
0.4638	2.5471	568	0.6148	0.5939	0.6148	0.7841
0.4638	2.5561	570	0.6364	0.544	0.6364	0.7977
0.4638	2.5650	572	0.6388	0.5492	0.6388	0.7993
0.4638	2.5740	574	0.5961	0.5705	0.5961	0.7721
0.4638	2.5830	576	0.5994	0.5939	0.5994	0.7742
0.4638	2.5919	578	0.6641	0.6111	0.6641	0.8149
0.4638	2.6009	580	0.7052	0.5496	0.7052	0.8398
0.4638	2.6099	582	0.5673	0.5557	0.5673	0.7532
0.4638	2.6188	584	0.4134	0.7070	0.4134	0.6430
0.4638	2.6278	586	0.3684	0.6912	0.3684	0.6069
0.4638	2.6368	588	0.3759	0.6557	0.3759	0.6131
0.4638	2.6457	590	0.3854	0.6557	0.3854	0.6208
0.4638	2.6547	592	0.4066	0.6769	0.4066	0.6376
0.4638	2.6637	594	0.4999	0.6203	0.4999	0.7070
0.4638	2.6726	596	0.5862	0.6203	0.5862	0.7657
0.4638	2.6816	598	0.5874	0.6203	0.5874	0.7664
0.4638	2.6906	600	0.5207	0.5939	0.5207	0.7216
0.4638	2.6996	602	0.4547	0.6769	0.4547	0.6743
0.4638	2.7085	604	0.4503	0.6769	0.4503	0.6710
0.4638	2.7175	606	0.4394	0.6769	0.4394	0.6629
0.4638	2.7265	608	0.4378	0.6769	0.4378	0.6617
0.4638	2.7354	610	0.4517	0.6473	0.4517	0.6721
0.4638	2.7444	612	0.4676	0.6473	0.4676	0.6838
0.4638	2.7534	614	0.4658	0.6526	0.4658	0.6825
0.4638	2.7623	616	0.4757	0.6526	0.4757	0.6897
0.4638	2.7713	618	0.5166	0.6686	0.5166	0.7187
0.4638	2.7803	620	0.5873	0.5679	0.5873	0.7664
0.4638	2.7892	622	0.6078	0.5679	0.6078	0.7796
0.4638	2.7982	624	0.5805	0.5679	0.5805	0.7619
0.4638	2.8072	626	0.5668	0.5679	0.5668	0.7529
0.4638	2.8161	628	0.5070	0.5679	0.5070	0.7121
0.4638	2.8251	630	0.4512	0.6358	0.4512	0.6717
0.4638	2.8341	632	0.4212	0.6358	0.4212	0.6490
0.4638	2.8430	634	0.4194	0.6358	0.4194	0.6476
0.4638	2.8520	636	0.4312	0.6358	0.4312	0.6567
0.4638	2.8610	638	0.4671	0.6419	0.4671	0.6834
0.4638	2.8700	640	0.4869	0.625	0.4869	0.6978
0.4638	2.8789	642	0.4668	0.7024	0.4668	0.6832
0.4638	2.8879	644	0.4198	0.6123	0.4198	0.6479
0.4638	2.8969	646	0.3857	0.6083	0.3857	0.6211
0.4638	2.9058	648	0.3821	0.6351	0.3821	0.6181
0.4638	2.9148	650	0.3903	0.6351	0.3903	0.6247
0.4638	2.9238	652	0.4047	0.6139	0.4047	0.6362
0.4638	2.9327	654	0.4245	0.6410	0.4245	0.6515
0.4638	2.9417	656	0.4573	0.6638	0.4573	0.6762
0.4638	2.9507	658	0.4684	0.6638	0.4684	0.6844
0.4638	2.9596	660	0.4570	0.6638	0.4570	0.6760
0.4638	2.9686	662	0.4132	0.6719	0.4132	0.6428
0.4638	2.9776	664	0.4180	0.7191	0.4180	0.6465
0.4638	2.9865	666	0.4180	0.7734	0.4180	0.6465
0.4638	2.9955	668	0.3974	0.7380	0.3974	0.6304
0.4638	3.0045	670	0.3876	0.6917	0.3876	0.6226
0.4638	3.0135	672	0.4151	0.6769	0.4151	0.6443
0.4638	3.0224	674	0.4894	0.6203	0.4894	0.6996
0.4638	3.0314	676	0.5321	0.5939	0.5321	0.7295
0.4638	3.0404	678	0.5989	0.5939	0.5989	0.7739
0.4638	3.0493	680	0.6581	0.5939	0.6581	0.8112
0.4638	3.0583	682	0.6588	0.5939	0.6588	0.8116
0.4638	3.0673	684	0.6317	0.5939	0.6317	0.7948
0.4638	3.0762	686	0.5725	0.5939	0.5725	0.7567
0.4638	3.0852	688	0.5416	0.5035	0.5416	0.7360
0.4638	3.0942	690	0.5340	0.5294	0.5340	0.7308
0.4638	3.1031	692	0.5333	0.5557	0.5333	0.7303
0.4638	3.1121	694	0.5872	0.5227	0.5872	0.7663
0.4638	3.1211	696	0.6689	0.4292	0.6689	0.8179
0.4638	3.1300	698	0.6531	0.5227	0.6531	0.8081
0.4638	3.1390	700	0.6571	0.5227	0.6571	0.8106
0.4638	3.1480	702	0.5947	0.5557	0.5947	0.7712
0.4638	3.1570	704	0.5371	0.5035	0.5371	0.7329
0.4638	3.1659	706	0.5563	0.5035	0.5563	0.7459
0.4638	3.1749	708	0.5347	0.5035	0.5347	0.7312
0.4638	3.1839	710	0.4997	0.5073	0.4997	0.7069
0.4638	3.1928	712	0.5125	0.5035	0.5125	0.7159
0.4638	3.2018	714	0.5569	0.5035	0.5569	0.7463
0.4638	3.2108	716	0.5989	0.5035	0.5989	0.7739
0.4638	3.2197	718	0.6101	0.5035	0.6101	0.7811
0.4638	3.2287	720	0.5682	0.5035	0.5682	0.7538
0.4638	3.2377	722	0.5503	0.5939	0.5503	0.7418
0.4638	3.2466	724	0.5253	0.6358	0.5253	0.7248
0.4638	3.2556	726	0.5298	0.6083	0.5298	0.7278
0.4638	3.2646	728	0.5354	0.6083	0.5354	0.7317
0.4638	3.2735	730	0.5475	0.6255	0.5475	0.7399
0.4638	3.2825	732	0.5769	0.5359	0.5769	0.7595
0.4638	3.2915	734	0.5958	0.5035	0.5958	0.7719
0.4638	3.3004	736	0.6117	0.5035	0.6117	0.7821
0.4638	3.3094	738	0.6541	0.5035	0.6541	0.8087
0.4638	3.3184	740	0.6571	0.4965	0.6571	0.8106
0.4638	3.3274	742	0.6545	0.4965	0.6545	0.8090
0.4638	3.3363	744	0.6225	0.4965	0.6225	0.7890
0.4638	3.3453	746	0.6125	0.4965	0.6125	0.7826
0.4638	3.3543	748	0.5827	0.5073	0.5827	0.7634
0.4638	3.3632	750	0.5487	0.5477	0.5487	0.7407
0.4638	3.3722	752	0.5541	0.5545	0.5541	0.7444
0.4638	3.3812	754	0.5793	0.6526	0.5793	0.7611
0.4638	3.3901	756	0.6149	0.4779	0.6149	0.7841
0.4638	3.3991	758	0.6274	0.4779	0.6274	0.7921
0.4638	3.4081	760	0.6180	0.5035	0.6180	0.7861
0.4638	3.4170	762	0.6180	0.5035	0.6180	0.7862
0.4638	3.4260	764	0.5771	0.5035	0.5771	0.7597
0.4638	3.4350	766	0.5460	0.5073	0.5460	0.7389
0.4638	3.4439	768	0.5381	0.6182	0.5381	0.7335
0.4638	3.4529	770	0.5616	0.4538	0.5616	0.7494
0.4638	3.4619	772	0.5840	0.5169	0.5840	0.7642
0.4638	3.4709	774	0.5771	0.4919	0.5771	0.7597
0.4638	3.4798	776	0.5929	0.5169	0.5929	0.7700
0.4638	3.4888	778	0.6161	0.4517	0.6161	0.7849
0.4638	3.4978	780	0.6299	0.5035	0.6299	0.7937
0.4638	3.5067	782	0.5934	0.5035	0.5934	0.7703
0.4638	3.5157	784	0.5396	0.5767	0.5396	0.7346
0.4638	3.5247	786	0.5143	0.6769	0.5143	0.7172
0.4638	3.5336	788	0.5067	0.5855	0.5067	0.7118
0.4638	3.5426	790	0.5326	0.6062	0.5326	0.7298
0.4638	3.5516	792	0.5681	0.5294	0.5681	0.7537
0.4638	3.5605	794	0.5947	0.5294	0.5947	0.7712
0.4638	3.5695	796	0.5808	0.5294	0.5808	0.7621
0.4638	3.5785	798	0.5689	0.5035	0.5689	0.7543
0.4638	3.5874	800	0.5460	0.5939	0.5460	0.7389
0.4638	3.5964	802	0.5333	0.6358	0.5333	0.7303
0.4638	3.6054	804	0.5497	0.5679	0.5497	0.7414
0.4638	3.6143	806	0.5540	0.5679	0.5540	0.7443
0.4638	3.6233	808	0.5553	0.5679	0.5553	0.7452
0.4638	3.6323	810	0.5469	0.6358	0.5469	0.7395
0.4638	3.6413	812	0.5369	0.5607	0.5369	0.7327
0.4638	3.6502	814	0.5374	0.6015	0.5374	0.7331
0.4638	3.6592	816	0.5343	0.5739	0.5343	0.7310
0.4638	3.6682	818	0.5142	0.6526	0.5142	0.7171
0.4638	3.6771	820	0.5187	0.5422	0.5187	0.7202
0.4638	3.6861	822	0.5477	0.5035	0.5477	0.7400
0.4638	3.6951	824	0.5761	0.5035	0.5761	0.7590
0.4638	3.7040	826	0.5928	0.5277	0.5928	0.7699
0.4638	3.7130	828	0.5683	0.5	0.5683	0.7539
0.4638	3.7220	830	0.5405	0.5073	0.5405	0.7352
0.4638	3.7309	832	0.5286	0.5073	0.5286	0.7270
0.4638	3.7399	834	0.5310	0.6526	0.5310	0.7287
0.4638	3.7489	836	0.5301	0.6526	0.5301	0.7281
0.4638	3.7578	838	0.5463	0.5145	0.5463	0.7391
0.4638	3.7668	840	0.5577	0.4803	0.5577	0.7468
0.4638	3.7758	842	0.5974	0.5035	0.5974	0.7729
0.4638	3.7848	844	0.5939	0.5035	0.5939	0.7707
0.4638	3.7937	846	0.5475	0.5035	0.5475	0.7399
0.4638	3.8027	848	0.5252	0.5073	0.5252	0.7247
0.4638	3.8117	850	0.5123	0.5767	0.5123	0.7158
0.4638	3.8206	852	0.5169	0.5767	0.5169	0.7189
0.4638	3.8296	854	0.5235	0.5073	0.5235	0.7235
0.4638	3.8386	856	0.5259	0.5073	0.5259	0.7252
0.4638	3.8475	858	0.5322	0.5073	0.5322	0.7296
0.4638	3.8565	860	0.5548	0.5035	0.5548	0.7448
0.4638	3.8655	862	0.5830	0.5035	0.5830	0.7635
0.4638	3.8744	864	0.6124	0.5035	0.6124	0.7826
0.4638	3.8834	866	0.6016	0.5035	0.6016	0.7756
0.4638	3.8924	868	0.5523	0.5035	0.5523	0.7432
0.4638	3.9013	870	0.5170	0.6526	0.5170	0.7190
0.4638	3.9103	872	0.5223	0.6526	0.5223	0.7227
0.4638	3.9193	874	0.5342	0.6526	0.5342	0.7309
0.4638	3.9283	876	0.5768	0.5145	0.5768	0.7594
0.4638	3.9372	878	0.6439	0.5	0.6439	0.8024
0.4638	3.9462	880	0.6678	0.5	0.6678	0.8172
0.4638	3.9552	882	0.6399	0.5	0.6399	0.8000
0.4638	3.9641	884	0.6227	0.5	0.6227	0.7891
0.4638	3.9731	886	0.6124	0.5073	0.6124	0.7826
0.4638	3.9821	888	0.5874	0.5073	0.5874	0.7664
0.4638	3.9910	890	0.5804	0.4803	0.5804	0.7619
0.4638	4.0	892	0.5807	0.4803	0.5807	0.7620
0.4638	4.0090	894	0.6025	0.4779	0.6025	0.7762
0.4638	4.0179	896	0.6619	0.5035	0.6619	0.8136
0.4638	4.0269	898	0.6981	0.5035	0.6981	0.8355
0.4638	4.0359	900	0.6583	0.5035	0.6583	0.8114
0.4638	4.0448	902	0.6201	0.5035	0.6201	0.7875
0.4638	4.0538	904	0.5769	0.5679	0.5769	0.7596
0.4638	4.0628	906	0.5736	0.5939	0.5736	0.7573
0.4638	4.0717	908	0.5992	0.5035	0.5992	0.7741
0.4638	4.0807	910	0.5960	0.5294	0.5960	0.7720
0.4638	4.0897	912	0.5690	0.5035	0.5690	0.7543
0.4638	4.0987	914	0.5851	0.5294	0.5851	0.7649
0.4638	4.1076	916	0.5983	0.5294	0.5983	0.7735
0.4638	4.1166	918	0.5732	0.5294	0.5732	0.7571
0.4638	4.1256	920	0.5271	0.6026	0.5271	0.7260
0.4638	4.1345	922	0.4886	0.6182	0.4886	0.6990
0.4638	4.1435	924	0.4853	0.6526	0.4853	0.6967
0.4638	4.1525	926	0.4999	0.6526	0.4999	0.7070
0.4638	4.1614	928	0.5305	0.6182	0.5305	0.7283
0.4638	4.1704	930	0.5545	0.5481	0.5545	0.7447
0.4638	4.1794	932	0.5782	0.5751	0.5782	0.7604
0.4638	4.1883	934	0.6245	0.5679	0.6245	0.7903
0.4638	4.1973	936	0.6247	0.5679	0.6247	0.7904
0.4638	4.2063	938	0.6081	0.5422	0.6081	0.7798
0.4638	4.2152	940	0.6084	0.5422	0.6084	0.7800
0.4638	4.2242	942	0.5913	0.5422	0.5913	0.7689
0.4638	4.2332	944	0.5822	0.5422	0.5822	0.7631
0.4638	4.2422	946	0.5859	0.5422	0.5859	0.7655
0.4638	4.2511	948	0.6004	0.5035	0.6004	0.7749
0.4638	4.2601	950	0.5908	0.4779	0.5908	0.7686
0.4638	4.2691	952	0.5815	0.5035	0.5815	0.7626
0.4638	4.2780	954	0.5853	0.5035	0.5853	0.7650
0.4638	4.2870	956	0.6324	0.3656	0.6324	0.7952
0.4638	4.2960	958	0.6385	0.3656	0.6385	0.7991
0.4638	4.3049	960	0.6306	0.3656	0.6306	0.7941
0.4638	4.3139	962	0.6558	0.3656	0.6558	0.8098
0.4638	4.3229	964	0.6305	0.4018	0.6305	0.7940
0.4638	4.3318	966	0.5519	0.4527	0.5519	0.7429
0.4638	4.3408	968	0.5020	0.6526	0.5020	0.7085
0.4638	4.3498	970	0.4985	0.6866	0.4985	0.7061
0.4638	4.3587	972	0.5140	0.6866	0.5140	0.7169
0.4638	4.3677	974	0.5461	0.6866	0.5461	0.7390
0.4638	4.3767	976	0.5729	0.5737	0.5729	0.7569
0.4638	4.3857	978	0.6024	0.5737	0.6024	0.7761
0.4638	4.3946	980	0.5959	0.5737	0.5959	0.7720
0.4638	4.4036	982	0.6120	0.5737	0.6120	0.7823
0.4638	4.4126	984	0.6261	0.5737	0.6261	0.7913
0.4638	4.4215	986	0.6444	0.5737	0.6444	0.8027
0.4638	4.4305	988	0.6696	0.4527	0.6696	0.8183
0.4638	4.4395	990	0.6674	0.4527	0.6674	0.8170
0.4638	4.4484	992	0.6367	0.4527	0.6367	0.7980
0.4638	4.4574	994	0.6139	0.5422	0.6139	0.7835
0.4638	4.4664	996	0.5758	0.6526	0.5758	0.7588
0.4638	4.4753	998	0.5440	0.6526	0.5440	0.7376
0.1396	4.4843	1000	0.5300	0.6526	0.5300	0.7280
0.1396	4.4933	1002	0.5361	0.6182	0.5361	0.7322
0.1396	4.5022	1004	0.5602	0.4779	0.5602	0.7485
0.1396	4.5112	1006	0.6273	0.5035	0.6273	0.7920
0.1396	4.5202	1008	0.6626	0.5035	0.6626	0.8140
0.1396	4.5291	1010	0.6278	0.4779	0.6278	0.7923
0.1396	4.5381	1012	0.5569	0.5812	0.5569	0.7462
0.1396	4.5471	1014	0.5235	0.6526	0.5235	0.7236
0.1396	4.5561	1016	0.5166	0.6526	0.5166	0.7187
0.1396	4.5650	1018	0.5244	0.6526	0.5244	0.7242
0.1396	4.5740	1020	0.5297	0.6526	0.5297	0.7278
0.1396	4.5830	1022	0.5428	0.6410	0.5428	0.7367
0.1396	4.5919	1024	0.5615	0.5737	0.5615	0.7493
0.1396	4.6009	1026	0.5747	0.5737	0.5747	0.7581
0.1396	4.6099	1028	0.5782	0.5995	0.5782	0.7604
0.1396	4.6188	1030	0.5704	0.5679	0.5704	0.7553
0.1396	4.6278	1032	0.5557	0.5679	0.5557	0.7455
0.1396	4.6368	1034	0.5480	0.5679	0.5480	0.7403
0.1396	4.6457	1036	0.5351	0.6083	0.5351	0.7315
0.1396	4.6547	1038	0.5436	0.6410	0.5436	0.7373
0.1396	4.6637	1040	0.5505	0.6410	0.5505	0.7420
0.1396	4.6726	1042	0.5576	0.6358	0.5576	0.7467
0.1396	4.6816	1044	0.5749	0.4779	0.5749	0.7582
0.1396	4.6906	1046	0.5980	0.5035	0.5980	0.7733
0.1396	4.6996	1048	0.6089	0.5035	0.6089	0.7803
0.1396	4.7085	1050	0.6014	0.5035	0.6014	0.7755
0.1396	4.7175	1052	0.5798	0.5035	0.5798	0.7615
0.1396	4.7265	1054	0.5566	0.5191	0.5566	0.7461
0.1396	4.7354	1056	0.5522	0.6526	0.5522	0.7431
0.1396	4.7444	1058	0.5447	0.6526	0.5447	0.7381
0.1396	4.7534	1060	0.5529	0.6526	0.5529	0.7436
0.1396	4.7623	1062	0.5774	0.4878	0.5774	0.7599
0.1396	4.7713	1064	0.5900	0.4527	0.5900	0.7681
0.1396	4.7803	1066	0.6125	0.5035	0.6125	0.7826
0.1396	4.7892	1068	0.6195	0.5035	0.6195	0.7871
0.1396	4.7982	1070	0.5916	0.5035	0.5916	0.7692
0.1396	4.8072	1072	0.5452	0.5477	0.5452	0.7384
0.1396	4.8161	1074	0.5116	0.6526	0.5116	0.7153
0.1396	4.8251	1076	0.5115	0.6526	0.5115	0.7152
0.1396	4.8341	1078	0.5158	0.6239	0.5158	0.7182
0.1396	4.8430	1080	0.5211	0.6239	0.5211	0.7219
0.1396	4.8520	1082	0.5342	0.6239	0.5342	0.7309
0.1396	4.8610	1084	0.5739	0.4850	0.5739	0.7575
0.1396	4.8700	1086	0.6195	0.5035	0.6195	0.7871
0.1396	4.8789	1088	0.6223	0.5035	0.6223	0.7889
0.1396	4.8879	1090	0.6050	0.5035	0.6050	0.7778
0.1396	4.8969	1092	0.5769	0.5103	0.5769	0.7595
0.1396	4.9058	1094	0.5560	0.5545	0.5560	0.7456
0.1396	4.9148	1096	0.5421	0.5832	0.5421	0.7363
0.1396	4.9238	1098	0.5433	0.5477	0.5433	0.7371
0.1396	4.9327	1100	0.5562	0.5689	0.5562	0.7458
0.1396	4.9417	1102	0.5615	0.5689	0.5615	0.7493
0.1396	4.9507	1104	0.5565	0.5689	0.5565	0.7460
0.1396	4.9596	1106	0.5456	0.5689	0.5456	0.7386
0.1396	4.9686	1108	0.5274	0.5767	0.5274	0.7262
0.1396	4.9776	1110	0.4983	0.5832	0.4983	0.7059
0.1396	4.9865	1112	0.4898	0.5545	0.4898	0.6998
0.1396	4.9955	1114	0.5001	0.6239	0.5001	0.7072
0.1396	5.0045	1116	0.5173	0.6239	0.5173	0.7192
0.1396	5.0135	1118	0.5420	0.5545	0.5420	0.7362
0.1396	5.0224	1120	0.5732	0.5751	0.5732	0.7571
0.1396	5.0314	1122	0.5856	0.5689	0.5856	0.7652
0.1396	5.0404	1124	0.5782	0.5689	0.5782	0.7604
0.1396	5.0493	1126	0.5584	0.5767	0.5584	0.7473
0.1396	5.0583	1128	0.5429	0.5767	0.5429	0.7368
0.1396	5.0673	1130	0.5341	0.5191	0.5341	0.7308
0.1396	5.0762	1132	0.5418	0.5191	0.5418	0.7361
0.1396	5.0852	1134	0.5475	0.5191	0.5475	0.7400
0.1396	5.0942	1136	0.5645	0.5767	0.5645	0.7513
0.1396	5.1031	1138	0.5642	0.5767	0.5642	0.7511
0.1396	5.1121	1140	0.5696	0.5767	0.5696	0.7547
0.1396	5.1211	1142	0.5559	0.5767	0.5559	0.7456
0.1396	5.1300	1144	0.5417	0.5477	0.5417	0.7360
0.1396	5.1390	1146	0.5293	0.5545	0.5293	0.7275
0.1396	5.1480	1148	0.5289	0.5545	0.5289	0.7273
0.1396	5.1570	1150	0.5303	0.5545	0.5303	0.7282
0.1396	5.1659	1152	0.5478	0.5477	0.5478	0.7402
0.1396	5.1749	1154	0.5938	0.475	0.5938	0.7706
0.1396	5.1839	1156	0.6241	0.3656	0.6241	0.7900
0.1396	5.1928	1158	0.6254	0.3656	0.6254	0.7908
0.1396	5.2018	1160	0.6207	0.4286	0.6207	0.7878
0.1396	5.2108	1162	0.6060	0.475	0.6060	0.7785
0.1396	5.2197	1164	0.5730	0.5767	0.5730	0.7569
0.1396	5.2287	1166	0.5616	0.5767	0.5616	0.7494
0.1396	5.2377	1168	0.5590	0.5767	0.5590	0.7476
0.1396	5.2466	1170	0.5527	0.5767	0.5527	0.7434
0.1396	5.2556	1172	0.5342	0.5477	0.5342	0.7309
0.1396	5.2646	1174	0.5323	0.5545	0.5323	0.7296
0.1396	5.2735	1176	0.5386	0.5545	0.5386	0.7339
0.1396	5.2825	1178	0.5695	0.5477	0.5695	0.7547
0.1396	5.2915	1180	0.6156	0.5035	0.6156	0.7846
0.1396	5.3004	1182	0.6592	0.5035	0.6592	0.8119
0.1396	5.3094	1184	0.6936	0.5035	0.6936	0.8329
0.1396	5.3184	1186	0.6646	0.5035	0.6646	0.8152
0.1396	5.3274	1188	0.6121	0.5035	0.6121	0.7824
0.1396	5.3363	1190	0.5580	0.5689	0.5580	0.7470
0.1396	5.3453	1192	0.5177	0.5767	0.5177	0.7195
0.1396	5.3543	1194	0.5120	0.6182	0.5120	0.7155
0.1396	5.3632	1196	0.5258	0.5767	0.5258	0.7251
0.1396	5.3722	1198	0.5324	0.5767	0.5324	0.7297
0.1396	5.3812	1200	0.5372	0.5689	0.5372	0.7329
0.1396	5.3901	1202	0.5395	0.5689	0.5395	0.7345
0.1396	5.3991	1204	0.5417	0.5689	0.5417	0.7360
0.1396	5.4081	1206	0.5371	0.5767	0.5371	0.7329
0.1396	5.4170	1208	0.5366	0.6182	0.5366	0.7325
0.1396	5.4260	1210	0.5351	0.6182	0.5351	0.7315
0.1396	5.4350	1212	0.5296	0.6182	0.5296	0.7277
0.1396	5.4439	1214	0.5360	0.5191	0.5360	0.7321
0.1396	5.4529	1216	0.5392	0.5477	0.5392	0.7343
0.1396	5.4619	1218	0.5619	0.5689	0.5619	0.7496
0.1396	5.4709	1220	0.5941	0.5035	0.5941	0.7708
0.1396	5.4798	1222	0.6161	0.4018	0.6161	0.7849
0.1396	5.4888	1224	0.6137	0.4290	0.6137	0.7834
0.1396	5.4978	1226	0.5701	0.4018	0.5701	0.7551
0.1396	5.5067	1228	0.5484	0.4688	0.5484	0.7406
0.1396	5.5157	1230	0.5243	0.4688	0.5243	0.7241
0.1396	5.5247	1232	0.4962	0.5786	0.4962	0.7044
0.1396	5.5336	1234	0.4919	0.5786	0.4919	0.7014
0.1396	5.5426	1236	0.4854	0.5786	0.4854	0.6967
0.1396	5.5516	1238	0.4892	0.5786	0.4892	0.6994
0.1396	5.5605	1240	0.4952	0.6182	0.4952	0.7037
0.1396	5.5695	1242	0.5234	0.6182	0.5234	0.7234
0.1396	5.5785	1244	0.5484	0.6182	0.5484	0.7405
0.1396	5.5874	1246	0.5671	0.6473	0.5671	0.7531
0.1396	5.5964	1248	0.5761	0.6473	0.5761	0.7590
0.1396	5.6054	1250	0.5724	0.6182	0.5724	0.7566
0.1396	5.6143	1252	0.5634	0.5871	0.5634	0.7506
0.1396	5.6233	1254	0.5570	0.5871	0.5570	0.7463
0.1396	5.6323	1256	0.5442	0.6473	0.5442	0.7377
0.1396	5.6413	1258	0.5327	0.6473	0.5327	0.7298
0.1396	5.6502	1260	0.5343	0.6473	0.5343	0.7309
0.1396	5.6592	1262	0.5284	0.6473	0.5284	0.7269
0.1396	5.6682	1264	0.5328	0.6473	0.5328	0.7299
0.1396	5.6771	1266	0.5522	0.6026	0.5522	0.7431
0.1396	5.6861	1268	0.5495	0.5073	0.5495	0.7413
0.1396	5.6951	1270	0.5373	0.5073	0.5373	0.7330
0.1396	5.7040	1272	0.5335	0.5035	0.5335	0.7304
0.1396	5.7130	1274	0.5122	0.6769	0.5122	0.7157
0.1396	5.7220	1276	0.4897	0.6769	0.4897	0.6998
0.1396	5.7309	1278	0.4678	0.6473	0.4678	0.6840
0.1396	5.7399	1280	0.4575	0.6818	0.4575	0.6764
0.1396	5.7489	1282	0.4579	0.6866	0.4579	0.6767
0.1396	5.7578	1284	0.4651	0.6866	0.4651	0.6820
0.1396	5.7668	1286	0.4818	0.6866	0.4818	0.6941
0.1396	5.7758	1288	0.4956	0.6866	0.4956	0.7040
0.1396	5.7848	1290	0.5140	0.6526	0.5140	0.7169
0.1396	5.7937	1292	0.5442	0.6818	0.5442	0.7377
0.1396	5.8027	1294	0.5958	0.5035	0.5958	0.7719
0.1396	5.8117	1296	0.6245	0.4118	0.6245	0.7903
0.1396	5.8206	1298	0.6161	0.4118	0.6161	0.7849
0.1396	5.8296	1300	0.5741	0.4118	0.5741	0.7577
0.1396	5.8386	1302	0.5467	0.5073	0.5467	0.7394
0.1396	5.8475	1304	0.5450	0.5073	0.5450	0.7382
0.1396	5.8565	1306	0.5496	0.6026	0.5496	0.7413
0.1396	5.8655	1308	0.5597	0.6358	0.5597	0.7481
0.1396	5.8744	1310	0.5775	0.6083	0.5775	0.7599
0.1396	5.8834	1312	0.5888	0.6083	0.5888	0.7673
0.1396	5.8924	1314	0.6025	0.6083	0.6025	0.7762
0.1396	5.9013	1316	0.6047	0.5359	0.6047	0.7776
0.1396	5.9103	1318	0.6052	0.5359	0.6052	0.7780
0.1396	5.9193	1320	0.5919	0.6255	0.5919	0.7694
0.1396	5.9283	1322	0.5705	0.6083	0.5705	0.7553
0.1396	5.9372	1324	0.5566	0.6358	0.5566	0.7460
0.1396	5.9462	1326	0.5359	0.6358	0.5359	0.7321
0.1396	5.9552	1328	0.5108	0.7115	0.5108	0.7147
0.1396	5.9641	1330	0.5008	0.6123	0.5008	0.7076
0.1396	5.9731	1332	0.4984	0.6123	0.4984	0.7060
0.1396	5.9821	1334	0.5081	0.6123	0.5081	0.7128
0.1396	5.9910	1336	0.5202	0.475	0.5202	0.7213
0.1396	6.0	1338	0.5441	0.4106	0.5441	0.7376
0.1396	6.0090	1340	0.5486	0.4106	0.5486	0.7407
0.1396	6.0179	1342	0.5392	0.5073	0.5392	0.7343
0.1396	6.0269	1344	0.5276	0.6358	0.5276	0.7263
0.1396	6.0359	1346	0.5314	0.6526	0.5314	0.7290
0.1396	6.0448	1348	0.5454	0.6526	0.5454	0.7385
0.1396	6.0538	1350	0.5682	0.5812	0.5682	0.7538
0.1396	6.0628	1352	0.5882	0.5812	0.5882	0.7670
0.1396	6.0717	1354	0.6215	0.5995	0.6215	0.7884
0.1396	6.0807	1356	0.6446	0.5359	0.6446	0.8029
0.1396	6.0897	1358	0.6747	0.5035	0.6747	0.8214
0.1396	6.0987	1360	0.6823	0.4118	0.6823	0.8260
0.1396	6.1076	1362	0.6632	0.4118	0.6632	0.8144
0.1396	6.1166	1364	0.6239	0.5035	0.6239	0.7899
0.1396	6.1256	1366	0.5835	0.6358	0.5835	0.7639
0.1396	6.1345	1368	0.5637	0.5812	0.5637	0.7508
0.1396	6.1435	1370	0.5616	0.5812	0.5616	0.7494
0.1396	6.1525	1372	0.5635	0.5812	0.5635	0.7506
0.1396	6.1614	1374	0.5605	0.5812	0.5605	0.7487
0.1396	6.1704	1376	0.5675	0.6358	0.5675	0.7533
0.1396	6.1794	1378	0.5933	0.5035	0.5933	0.7702
0.1396	6.1883	1380	0.6216	0.5035	0.6216	0.7884
0.1396	6.1973	1382	0.6440	0.5035	0.6440	0.8025
0.1396	6.2063	1384	0.6504	0.4118	0.6504	0.8065
0.1396	6.2152	1386	0.6311	0.5035	0.6311	0.7944
0.1396	6.2242	1388	0.5983	0.5073	0.5983	0.7735
0.1396	6.2332	1390	0.5690	0.5812	0.5690	0.7543
0.1396	6.2422	1392	0.5556	0.6526	0.5556	0.7454
0.1396	6.2511	1394	0.5556	0.6526	0.5556	0.7454
0.1396	6.2601	1396	0.5613	0.4538	0.5613	0.7492
0.1396	6.2691	1398	0.5912	0.5035	0.5912	0.7689
0.1396	6.2780	1400	0.6419	0.4118	0.6419	0.8012
0.1396	6.2870	1402	0.6732	0.4290	0.6732	0.8205
0.1396	6.2960	1404	0.6676	0.4290	0.6676	0.8170
0.1396	6.3049	1406	0.6674	0.3927	0.6674	0.8170
0.1396	6.3139	1408	0.6320	0.4290	0.6320	0.7950
0.1396	6.3229	1410	0.5910	0.4	0.5910	0.7688
0.1396	6.3318	1412	0.5774	0.4	0.5774	0.7599
0.1396	6.3408	1414	0.5679	0.4	0.5679	0.7536
0.1396	6.3498	1416	0.5640	0.4	0.5640	0.7510
0.1396	6.3587	1418	0.5568	0.4	0.5568	0.7462
0.1396	6.3677	1420	0.5693	0.4	0.5693	0.7545
0.1396	6.3767	1422	0.5876	0.4	0.5876	0.7665
0.1396	6.3857	1424	0.5978	0.3842	0.5978	0.7732
0.1396	6.3946	1426	0.5911	0.4803	0.5911	0.7688
0.1396	6.4036	1428	0.5833	0.5145	0.5833	0.7637
0.1396	6.4126	1430	0.5680	0.4878	0.5680	0.7537
0.1396	6.4215	1432	0.5482	0.6526	0.5482	0.7404
0.1396	6.4305	1434	0.5428	0.6526	0.5428	0.7368
0.1396	6.4395	1436	0.5482	0.6526	0.5482	0.7404
0.1396	6.4484	1438	0.5642	0.4803	0.5642	0.7511
0.1396	6.4574	1440	0.5814	0.4803	0.5814	0.7625
0.1396	6.4664	1442	0.5880	0.4779	0.5880	0.7668
0.1396	6.4753	1444	0.5930	0.4779	0.5930	0.7700
0.1396	6.4843	1446	0.5919	0.4779	0.5919	0.7693
0.1396	6.4933	1448	0.5835	0.4779	0.5835	0.7639
0.1396	6.5022	1450	0.5874	0.4779	0.5874	0.7664
0.1396	6.5112	1452	0.5896	0.4779	0.5896	0.7678
0.1396	6.5202	1454	0.5767	0.6526	0.5767	0.7594
0.1396	6.5291	1456	0.5663	0.6526	0.5663	0.7525
0.1396	6.5381	1458	0.5704	0.6526	0.5704	0.7553
0.1396	6.5471	1460	0.5747	0.6526	0.5747	0.7581
0.1396	6.5561	1462	0.5808	0.5871	0.5808	0.7621
0.1396	6.5650	1464	0.5855	0.5871	0.5855	0.7652
0.1396	6.5740	1466	0.5923	0.5871	0.5923	0.7696
0.1396	6.5830	1468	0.6000	0.5871	0.6000	0.7746
0.1396	6.5919	1470	0.6063	0.5737	0.6063	0.7787
0.1396	6.6009	1472	0.6164	0.5737	0.6164	0.7851
0.1396	6.6099	1474	0.6223	0.5679	0.6223	0.7889
0.1396	6.6188	1476	0.6117	0.4779	0.6117	0.7821
0.1396	6.6278	1478	0.5965	0.5422	0.5965	0.7724
0.1396	6.6368	1480	0.5865	0.5422	0.5865	0.7658
0.1396	6.6457	1482	0.5656	0.5481	0.5656	0.7521
0.1396	6.6547	1484	0.5436	0.6526	0.5436	0.7373
0.1396	6.6637	1486	0.5303	0.6526	0.5303	0.7282
0.1396	6.6726	1488	0.5207	0.6182	0.5207	0.7216
0.1396	6.6816	1490	0.5192	0.6182	0.5192	0.7206
0.1396	6.6906	1492	0.5294	0.5191	0.5294	0.7276
0.1396	6.6996	1494	0.5530	0.4779	0.5530	0.7436
0.1396	6.7085	1496	0.5854	0.5035	0.5854	0.7651
0.1396	6.7175	1498	0.5956	0.5035	0.5956	0.7718
0.0878	6.7265	1500	0.5861	0.5035	0.5861	0.7656
0.0878	6.7354	1502	0.5678	0.4779	0.5678	0.7535
0.0878	6.7444	1504	0.5583	0.4779	0.5583	0.7472
0.0878	6.7534	1506	0.5605	0.4779	0.5605	0.7486
0.0878	6.7623	1508	0.5653	0.4779	0.5653	0.7519
0.0878	6.7713	1510	0.5838	0.5035	0.5838	0.7641
0.0878	6.7803	1512	0.6017	0.5035	0.6017	0.7757
0.0878	6.7892	1514	0.6133	0.5035	0.6133	0.7831
0.0878	6.7982	1516	0.6010	0.5035	0.6010	0.7753
0.0878	6.8072	1518	0.5745	0.5035	0.5745	0.7579
0.0878	6.8161	1520	0.5506	0.5751	0.5506	0.7420
0.0878	6.8251	1522	0.5317	0.6473	0.5317	0.7292
0.0878	6.8341	1524	0.5266	0.6818	0.5266	0.7257
0.0878	6.8430	1526	0.5291	0.6473	0.5291	0.7274
0.0878	6.8520	1528	0.5320	0.6473	0.5320	0.7294
0.0878	6.8610	1530	0.5452	0.6473	0.5452	0.7384
0.0878	6.8700	1532	0.5680	0.5035	0.5680	0.7536
0.0878	6.8789	1534	0.5813	0.5035	0.5813	0.7624
0.0878	6.8879	1536	0.5901	0.5035	0.5901	0.7682
0.0878	6.8969	1538	0.5890	0.5035	0.5890	0.7674
0.0878	6.9058	1540	0.5946	0.5035	0.5946	0.7711
0.0878	6.9148	1542	0.5898	0.5035	0.5898	0.7680
0.0878	6.9238	1544	0.5827	0.5035	0.5827	0.7633
0.0878	6.9327	1546	0.5919	0.5035	0.5919	0.7693
0.0878	6.9417	1548	0.5886	0.5035	0.5886	0.7672
0.0878	6.9507	1550	0.5916	0.5035	0.5916	0.7691
0.0878	6.9596	1552	0.5927	0.4779	0.5927	0.7699
0.0878	6.9686	1554	0.5855	0.5679	0.5855	0.7652
0.0878	6.9776	1556	0.5754	0.5751	0.5754	0.7586
0.0878	6.9865	1558	0.5676	0.5751	0.5676	0.7534
0.0878	6.9955	1560	0.5627	0.5751	0.5627	0.7501
0.0878	7.0045	1562	0.5575	0.5751	0.5575	0.7466
0.0878	7.0135	1564	0.5520	0.5751	0.5520	0.7430
0.0878	7.0224	1566	0.5529	0.5751	0.5529	0.7436
0.0878	7.0314	1568	0.5533	0.5751	0.5533	0.7439
0.0878	7.0404	1570	0.5595	0.5751	0.5595	0.7480
0.0878	7.0493	1572	0.5624	0.5751	0.5624	0.7499
0.0878	7.0583	1574	0.5586	0.5751	0.5586	0.7474
0.0878	7.0673	1576	0.5531	0.5751	0.5531	0.7437
0.0878	7.0762	1578	0.5490	0.5812	0.5490	0.7410
0.0878	7.0852	1580	0.5446	0.5812	0.5446	0.7380
0.0878	7.0942	1582	0.5418	0.6526	0.5418	0.7360
0.0878	7.1031	1584	0.5384	0.6526	0.5384	0.7337
0.0878	7.1121	1586	0.5383	0.5812	0.5383	0.7337
0.0878	7.1211	1588	0.5392	0.6526	0.5392	0.7343
0.0878	7.1300	1590	0.5434	0.6526	0.5434	0.7372
0.0878	7.1390	1592	0.5494	0.6526	0.5494	0.7412
0.0878	7.1480	1594	0.5468	0.5812	0.5468	0.7394
0.0878	7.1570	1596	0.5474	0.5812	0.5474	0.7398
0.0878	7.1659	1598	0.5443	0.5812	0.5443	0.7378
0.0878	7.1749	1600	0.5391	0.5812	0.5391	0.7342
0.0878	7.1839	1602	0.5301	0.5812	0.5301	0.7281
0.0878	7.1928	1604	0.5220	0.6526	0.5220	0.7225
0.0878	7.2018	1606	0.5109	0.6526	0.5109	0.7148
0.0878	7.2108	1608	0.5031	0.6526	0.5031	0.7093
0.0878	7.2197	1610	0.5012	0.6526	0.5012	0.7080
0.0878	7.2287	1612	0.5024	0.5812	0.5024	0.7088
0.0878	7.2377	1614	0.4985	0.6526	0.4985	0.7061
0.0878	7.2466	1616	0.4981	0.6526	0.4981	0.7057
0.0878	7.2556	1618	0.5007	0.6526	0.5007	0.7076
0.0878	7.2646	1620	0.5046	0.6526	0.5046	0.7103
0.0878	7.2735	1622	0.5168	0.6526	0.5168	0.7189
0.0878	7.2825	1624	0.5290	0.5871	0.5290	0.7273
0.0878	7.2915	1626	0.5423	0.6192	0.5423	0.7364
0.0878	7.3004	1628	0.5456	0.5871	0.5456	0.7387
0.0878	7.3094	1630	0.5493	0.6526	0.5493	0.7411
0.0878	7.3184	1632	0.5547	0.5812	0.5547	0.7448
0.0878	7.3274	1634	0.5532	0.5812	0.5532	0.7438
0.0878	7.3363	1636	0.5469	0.5812	0.5469	0.7396
0.0878	7.3453	1638	0.5400	0.6526	0.5400	0.7349
0.0878	7.3543	1640	0.5395	0.6526	0.5395	0.7345
0.0878	7.3632	1642	0.5356	0.6526	0.5356	0.7319
0.0878	7.3722	1644	0.5359	0.6526	0.5359	0.7320
0.0878	7.3812	1646	0.5326	0.6526	0.5326	0.7298
0.0878	7.3901	1648	0.5301	0.6526	0.5301	0.7281
0.0878	7.3991	1650	0.5286	0.6526	0.5286	0.7271
0.0878	7.4081	1652	0.5325	0.6526	0.5325	0.7297
0.0878	7.4170	1654	0.5476	0.4527	0.5476	0.7400
0.0878	7.4260	1656	0.5727	0.5	0.5727	0.7568
0.0878	7.4350	1658	0.5844	0.5277	0.5844	0.7645
0.0878	7.4439	1660	0.5728	0.5277	0.5728	0.7568
0.0878	7.4529	1662	0.5582	0.5	0.5582	0.7471
0.0878	7.4619	1664	0.5444	0.4727	0.5444	0.7379
0.0878	7.4709	1666	0.5273	0.4465	0.5273	0.7261
0.0878	7.4798	1668	0.5093	0.6526	0.5093	0.7136
0.0878	7.4888	1670	0.5017	0.6526	0.5017	0.7083
0.0878	7.4978	1672	0.4945	0.5987	0.4945	0.7032
0.0878	7.5067	1674	0.4958	0.6526	0.4958	0.7041
0.0878	7.5157	1676	0.5052	0.6526	0.5052	0.7108
0.0878	7.5247	1678	0.5242	0.5812	0.5242	0.7240
0.0878	7.5336	1680	0.5496	0.4538	0.5496	0.7414
0.0878	7.5426	1682	0.5640	0.4527	0.5640	0.7510
0.0878	7.5516	1684	0.5636	0.4527	0.5636	0.7507
0.0878	7.5605	1686	0.5587	0.4538	0.5587	0.7475
0.0878	7.5695	1688	0.5531	0.4538	0.5531	0.7437
0.0878	7.5785	1690	0.5429	0.4538	0.5429	0.7368
0.0878	7.5874	1692	0.5366	0.4538	0.5366	0.7325
0.0878	7.5964	1694	0.5382	0.475	0.5382	0.7336
0.0878	7.6054	1696	0.5517	0.5039	0.5517	0.7427
0.0878	7.6143	1698	0.5584	0.5039	0.5584	0.7472
0.0878	7.6233	1700	0.5616	0.5039	0.5616	0.7494
0.0878	7.6323	1702	0.5579	0.5039	0.5579	0.7469
0.0878	7.6413	1704	0.5519	0.5039	0.5519	0.7429
0.0878	7.6502	1706	0.5436	0.4465	0.5436	0.7373
0.0878	7.6592	1708	0.5425	0.4538	0.5425	0.7365
0.0878	7.6682	1710	0.5432	0.4878	0.5432	0.7371
0.0878	7.6771	1712	0.5539	0.4538	0.5539	0.7442
0.0878	7.6861	1714	0.5658	0.4878	0.5658	0.7522
0.0878	7.6951	1716	0.5814	0.4538	0.5814	0.7625
0.0878	7.7040	1718	0.6066	0.5035	0.6066	0.7788
0.0878	7.7130	1720	0.6201	0.5035	0.6201	0.7874
0.0878	7.7220	1722	0.6195	0.5035	0.6195	0.7871
0.0878	7.7309	1724	0.6016	0.4527	0.6016	0.7756
0.0878	7.7399	1726	0.5778	0.4878	0.5778	0.7601
0.0878	7.7489	1728	0.5586	0.4878	0.5586	0.7474
0.0878	7.7578	1730	0.5505	0.5812	0.5505	0.7419
0.0878	7.7668	1732	0.5547	0.4878	0.5547	0.7448
0.0878	7.7758	1734	0.5629	0.4878	0.5629	0.7503
0.0878	7.7848	1736	0.5738	0.4878	0.5738	0.7575
0.0878	7.7937	1738	0.5774	0.4527	0.5774	0.7599
0.0878	7.8027	1740	0.5714	0.4527	0.5714	0.7559
0.0878	7.8117	1742	0.5698	0.4538	0.5698	0.7549
0.0878	7.8206	1744	0.5760	0.4527	0.5760	0.7589
0.0878	7.8296	1746	0.5927	0.4779	0.5927	0.7698
0.0878	7.8386	1748	0.6096	0.5035	0.6096	0.7808
0.0878	7.8475	1750	0.6075	0.5035	0.6075	0.7794
0.0878	7.8565	1752	0.5972	0.4779	0.5972	0.7728
0.0878	7.8655	1754	0.5728	0.4850	0.5728	0.7569
0.0878	7.8744	1756	0.5502	0.4878	0.5502	0.7418
0.0878	7.8834	1758	0.5331	0.5812	0.5331	0.7302
0.0878	7.8924	1760	0.5174	0.6526	0.5174	0.7193
0.0878	7.9013	1762	0.5131	0.6526	0.5131	0.7163
0.0878	7.9103	1764	0.5128	0.6526	0.5128	0.7161
0.0878	7.9193	1766	0.5165	0.6526	0.5165	0.7187
0.0878	7.9283	1768	0.5191	0.6526	0.5191	0.7205
0.0878	7.9372	1770	0.5256	0.6526	0.5256	0.7250
0.0878	7.9462	1772	0.5283	0.5812	0.5283	0.7269
0.0878	7.9552	1774	0.5286	0.5812	0.5286	0.7270
0.0878	7.9641	1776	0.5295	0.6526	0.5295	0.7277
0.0878	7.9731	1778	0.5356	0.5812	0.5356	0.7319
0.0878	7.9821	1780	0.5377	0.5812	0.5377	0.7333
0.0878	7.9910	1782	0.5406	0.5737	0.5406	0.7353
0.0878	8.0	1784	0.5443	0.5737	0.5443	0.7377
0.0878	8.0090	1786	0.5567	0.5359	0.5567	0.7461
0.0878	8.0179	1788	0.5694	0.5035	0.5694	0.7546
0.0878	8.0269	1790	0.5715	0.5035	0.5715	0.7560
0.0878	8.0359	1792	0.5597	0.5035	0.5597	0.7481
0.0878	8.0448	1794	0.5376	0.5035	0.5376	0.7332
0.0878	8.0538	1796	0.5216	0.5415	0.5216	0.7222
0.0878	8.0628	1798	0.5036	0.6123	0.5036	0.7096
0.0878	8.0717	1800	0.4831	0.5545	0.4831	0.6951
0.0878	8.0807	1802	0.4746	0.6526	0.4746	0.6889
0.0878	8.0897	1804	0.4753	0.6526	0.4753	0.6894
0.0878	8.0987	1806	0.4823	0.6526	0.4823	0.6945
0.0878	8.1076	1808	0.4963	0.5545	0.4963	0.7045
0.0878	8.1166	1810	0.5100	0.6123	0.5100	0.7142
0.0878	8.1256	1812	0.5224	0.5415	0.5224	0.7228
0.0878	8.1345	1814	0.5252	0.5415	0.5252	0.7247
0.0878	8.1435	1816	0.5214	0.4878	0.5214	0.7221
0.0878	8.1525	1818	0.5181	0.4878	0.5181	0.7198
0.0878	8.1614	1820	0.5141	0.6526	0.5141	0.7170
0.0878	8.1704	1822	0.5109	0.6526	0.5109	0.7148
0.0878	8.1794	1824	0.5085	0.6866	0.5085	0.7131
0.0878	8.1883	1826	0.5081	0.6866	0.5081	0.7128
0.0878	8.1973	1828	0.5108	0.6866	0.5108	0.7147
0.0878	8.2063	1830	0.5121	0.6866	0.5121	0.7156
0.0878	8.2152	1832	0.5125	0.6866	0.5125	0.7159
0.0878	8.2242	1834	0.5128	0.6866	0.5128	0.7161
0.0878	8.2332	1836	0.5132	0.6866	0.5132	0.7163
0.0878	8.2422	1838	0.5150	0.6866	0.5150	0.7177
0.0878	8.2511	1840	0.5183	0.6526	0.5183	0.7200
0.0878	8.2601	1842	0.5225	0.5812	0.5225	0.7228
0.0878	8.2691	1844	0.5292	0.5812	0.5292	0.7275
0.0878	8.2780	1846	0.5326	0.5812	0.5326	0.7298
0.0878	8.2870	1848	0.5365	0.4878	0.5365	0.7325
0.0878	8.2960	1850	0.5407	0.4878	0.5407	0.7353
0.0878	8.3049	1852	0.5393	0.4878	0.5393	0.7343
0.0878	8.3139	1854	0.5363	0.4878	0.5363	0.7323
0.0878	8.3229	1856	0.5316	0.4878	0.5316	0.7291
0.0878	8.3318	1858	0.5287	0.4878	0.5287	0.7271
0.0878	8.3408	1860	0.5241	0.6526	0.5241	0.7239
0.0878	8.3498	1862	0.5237	0.6526	0.5237	0.7237
0.0878	8.3587	1864	0.5258	0.6526	0.5258	0.7251
0.0878	8.3677	1866	0.5267	0.6526	0.5267	0.7258
0.0878	8.3767	1868	0.5305	0.5812	0.5305	0.7283
0.0878	8.3857	1870	0.5328	0.5812	0.5328	0.7299
0.0878	8.3946	1872	0.5341	0.5812	0.5341	0.7308
0.0878	8.4036	1874	0.5333	0.5812	0.5333	0.7302
0.0878	8.4126	1876	0.5316	0.6866	0.5316	0.7291
0.0878	8.4215	1878	0.5298	0.6866	0.5298	0.7279
0.0878	8.4305	1880	0.5316	0.6866	0.5316	0.7291
0.0878	8.4395	1882	0.5340	0.6139	0.5340	0.7308
0.0878	8.4484	1884	0.5359	0.5812	0.5359	0.7321
0.0878	8.4574	1886	0.5364	0.5812	0.5364	0.7324
0.0878	8.4664	1888	0.5361	0.5812	0.5361	0.7322
0.0878	8.4753	1890	0.5331	0.5737	0.5331	0.7302
0.0878	8.4843	1892	0.5348	0.5737	0.5348	0.7313
0.0878	8.4933	1894	0.5340	0.5737	0.5340	0.7308
0.0878	8.5022	1896	0.5278	0.5737	0.5278	0.7265
0.0878	8.5112	1898	0.5238	0.5103	0.5238	0.7237
0.0878	8.5202	1900	0.5204	0.5359	0.5204	0.7214
0.0878	8.5291	1902	0.5177	0.5359	0.5177	0.7195
0.0878	8.5381	1904	0.5145	0.5359	0.5145	0.7173
0.0878	8.5471	1906	0.5151	0.5359	0.5151	0.7177
0.0878	8.5561	1908	0.5123	0.5359	0.5123	0.7158
0.0878	8.5650	1910	0.5075	0.5359	0.5075	0.7124
0.0878	8.5740	1912	0.5013	0.6686	0.5013	0.7080
0.0878	8.5830	1914	0.4965	0.6410	0.4965	0.7047
0.0878	8.5919	1916	0.4929	0.6866	0.4929	0.7021
0.0878	8.6009	1918	0.4930	0.6866	0.4930	0.7021
0.0878	8.6099	1920	0.4926	0.6866	0.4926	0.7018
0.0878	8.6188	1922	0.4960	0.6866	0.4960	0.7043
0.0878	8.6278	1924	0.5018	0.6866	0.5018	0.7084
0.0878	8.6368	1926	0.5072	0.6866	0.5072	0.7122
0.0878	8.6457	1928	0.5099	0.6866	0.5099	0.7140
0.0878	8.6547	1930	0.5104	0.6866	0.5104	0.7144
0.0878	8.6637	1932	0.5125	0.6139	0.5125	0.7159
0.0878	8.6726	1934	0.5174	0.6048	0.5174	0.7193
0.0878	8.6816	1936	0.5244	0.5737	0.5244	0.7241
0.0878	8.6906	1938	0.5303	0.5737	0.5303	0.7282
0.0878	8.6996	1940	0.5406	0.5737	0.5406	0.7352
0.0878	8.7085	1942	0.5530	0.5737	0.5530	0.7436
0.0878	8.7175	1944	0.5594	0.5995	0.5594	0.7479
0.0878	8.7265	1946	0.5613	0.5995	0.5613	0.7492
0.0878	8.7354	1948	0.5643	0.5995	0.5643	0.7512
0.0878	8.7444	1950	0.5604	0.5995	0.5604	0.7486
0.0878	8.7534	1952	0.5525	0.5737	0.5525	0.7433
0.0878	8.7623	1954	0.5437	0.5737	0.5437	0.7373
0.0878	8.7713	1956	0.5339	0.5812	0.5339	0.7307
0.0878	8.7803	1958	0.5273	0.6139	0.5273	0.7261
0.0878	8.7892	1960	0.5255	0.6139	0.5255	0.7249
0.0878	8.7982	1962	0.5255	0.6139	0.5255	0.7249
0.0878	8.8072	1964	0.5262	0.6139	0.5262	0.7254
0.0878	8.8161	1966	0.5274	0.5812	0.5274	0.7262
0.0878	8.8251	1968	0.5302	0.5812	0.5302	0.7282
0.0878	8.8341	1970	0.5311	0.5812	0.5311	0.7288
0.0878	8.8430	1972	0.5350	0.5812	0.5350	0.7314
0.0878	8.8520	1974	0.5377	0.5737	0.5377	0.7333
0.0878	8.8610	1976	0.5396	0.4527	0.5396	0.7346
0.0878	8.8700	1978	0.5442	0.4779	0.5442	0.7377
0.0878	8.8789	1980	0.5436	0.4779	0.5436	0.7373
0.0878	8.8879	1982	0.5440	0.4779	0.5440	0.7375
0.0878	8.8969	1984	0.5453	0.4779	0.5453	0.7384
0.0878	8.9058	1986	0.5489	0.5035	0.5489	0.7408
0.0878	8.9148	1988	0.5512	0.5035	0.5512	0.7424
0.0878	8.9238	1990	0.5473	0.5035	0.5473	0.7398
0.0878	8.9327	1992	0.5395	0.5103	0.5395	0.7345
0.0878	8.9417	1994	0.5302	0.5737	0.5302	0.7281
0.0878	8.9507	1996	0.5216	0.5737	0.5216	0.7222
0.0878	8.9596	1998	0.5146	0.5812	0.5146	0.7174
0.0645	8.9686	2000	0.5118	0.5812	0.5118	0.7154
0.0645	8.9776	2002	0.5084	0.5812	0.5084	0.7130
0.0645	8.9865	2004	0.5082	0.5812	0.5082	0.7129
0.0645	8.9955	2006	0.5094	0.5812	0.5094	0.7137
0.0645	9.0045	2008	0.5142	0.5812	0.5142	0.7171
0.0645	9.0135	2010	0.5162	0.5812	0.5162	0.7185
0.0645	9.0224	2012	0.5146	0.5812	0.5146	0.7173
0.0645	9.0314	2014	0.5129	0.5812	0.5129	0.7161
0.0645	9.0404	2016	0.5089	0.5812	0.5089	0.7134
0.0645	9.0493	2018	0.5038	0.5812	0.5038	0.7098
0.0645	9.0583	2020	0.4989	0.6866	0.4989	0.7063
0.0645	9.0673	2022	0.4985	0.6866	0.4985	0.7060
0.0645	9.0762	2024	0.5006	0.6526	0.5006	0.7075
0.0645	9.0852	2026	0.5046	0.5812	0.5046	0.7103
0.0645	9.0942	2028	0.5088	0.5812	0.5088	0.7133
0.0645	9.1031	2030	0.5141	0.5812	0.5141	0.7170
0.0645	9.1121	2032	0.5198	0.5812	0.5198	0.7210
0.0645	9.1211	2034	0.5262	0.5737	0.5262	0.7254
0.0645	9.1300	2036	0.5344	0.5737	0.5344	0.7310
0.0645	9.1390	2038	0.5401	0.5995	0.5401	0.7349
0.0645	9.1480	2040	0.5427	0.5995	0.5427	0.7367
0.0645	9.1570	2042	0.5441	0.5995	0.5441	0.7376
0.0645	9.1659	2044	0.5437	0.5995	0.5437	0.7373
0.0645	9.1749	2046	0.5402	0.5995	0.5402	0.7350
0.0645	9.1839	2048	0.5348	0.5737	0.5348	0.7313
0.0645	9.1928	2050	0.5272	0.5737	0.5272	0.7261
0.0645	9.2018	2052	0.5202	0.5812	0.5202	0.7212
0.0645	9.2108	2054	0.5143	0.5812	0.5143	0.7172
0.0645	9.2197	2056	0.5117	0.5812	0.5117	0.7154
0.0645	9.2287	2058	0.5110	0.5812	0.5110	0.7149
0.0645	9.2377	2060	0.5111	0.5812	0.5111	0.7149
0.0645	9.2466	2062	0.5134	0.5812	0.5134	0.7165
0.0645	9.2556	2064	0.5179	0.5812	0.5179	0.7196
0.0645	9.2646	2066	0.5230	0.5995	0.5230	0.7232
0.0645	9.2735	2068	0.5272	0.5995	0.5272	0.7261
0.0645	9.2825	2070	0.5282	0.5103	0.5282	0.7268
0.0645	9.2915	2072	0.5271	0.5103	0.5271	0.7261
0.0645	9.3004	2074	0.5264	0.5103	0.5264	0.7255
0.0645	9.3094	2076	0.5251	0.5995	0.5251	0.7246
0.0645	9.3184	2078	0.5247	0.5995	0.5247	0.7244
0.0645	9.3274	2080	0.5255	0.5995	0.5255	0.7249
0.0645	9.3363	2082	0.5269	0.5995	0.5269	0.7259
0.0645	9.3453	2084	0.5302	0.5103	0.5302	0.7282
0.0645	9.3543	2086	0.5316	0.5103	0.5316	0.7291
0.0645	9.3632	2088	0.5296	0.5103	0.5296	0.7278
0.0645	9.3722	2090	0.5276	0.5995	0.5276	0.7263
0.0645	9.3812	2092	0.5274	0.6083	0.5274	0.7262
0.0645	9.3901	2094	0.5283	0.6083	0.5283	0.7268
0.0645	9.3991	2096	0.5304	0.5995	0.5304	0.7283
0.0645	9.4081	2098	0.5294	0.6083	0.5294	0.7276
0.0645	9.4170	2100	0.5287	0.5812	0.5287	0.7272
0.0645	9.4260	2102	0.5274	0.5812	0.5274	0.7262
0.0645	9.4350	2104	0.5248	0.5812	0.5248	0.7244
0.0645	9.4439	2106	0.5241	0.5812	0.5241	0.7239
0.0645	9.4529	2108	0.5245	0.5812	0.5245	0.7243
0.0645	9.4619	2110	0.5264	0.5812	0.5264	0.7256
0.0645	9.4709	2112	0.5266	0.5812	0.5266	0.7257
0.0645	9.4798	2114	0.5261	0.5812	0.5261	0.7253
0.0645	9.4888	2116	0.5274	0.5812	0.5274	0.7262
0.0645	9.4978	2118	0.5277	0.5812	0.5277	0.7264
0.0645	9.5067	2120	0.5279	0.5812	0.5279	0.7266
0.0645	9.5157	2122	0.5285	0.5812	0.5285	0.7270
0.0645	9.5247	2124	0.5308	0.5812	0.5308	0.7285
0.0645	9.5336	2126	0.5345	0.5812	0.5345	0.7311
0.0645	9.5426	2128	0.5365	0.5812	0.5365	0.7324
0.0645	9.5516	2130	0.5399	0.5812	0.5399	0.7348
0.0645	9.5605	2132	0.5424	0.5737	0.5424	0.7365
0.0645	9.5695	2134	0.5458	0.5737	0.5458	0.7388
0.0645	9.5785	2136	0.5499	0.5995	0.5499	0.7416
0.0645	9.5874	2138	0.5533	0.5679	0.5533	0.7439
0.0645	9.5964	2140	0.5561	0.4779	0.5561	0.7457
0.0645	9.6054	2142	0.5572	0.4779	0.5572	0.7464
0.0645	9.6143	2144	0.5578	0.4779	0.5578	0.7469
0.0645	9.6233	2146	0.5569	0.4779	0.5569	0.7462
0.0645	9.6323	2148	0.5559	0.5679	0.5559	0.7456
0.0645	9.6413	2150	0.5536	0.5679	0.5536	0.7440
0.0645	9.6502	2152	0.5512	0.5995	0.5512	0.7425
0.0645	9.6592	2154	0.5481	0.5995	0.5481	0.7403
0.0645	9.6682	2156	0.5452	0.5737	0.5452	0.7384
0.0645	9.6771	2158	0.5432	0.5737	0.5432	0.7370
0.0645	9.6861	2160	0.5425	0.5812	0.5425	0.7365
0.0645	9.6951	2162	0.5425	0.5812	0.5425	0.7365
0.0645	9.7040	2164	0.5428	0.5737	0.5428	0.7367
0.0645	9.7130	2166	0.5428	0.5737	0.5428	0.7368
0.0645	9.7220	2168	0.5425	0.5737	0.5425	0.7366
0.0645	9.7309	2170	0.5420	0.5737	0.5420	0.7362
0.0645	9.7399	2172	0.5417	0.5812	0.5417	0.7360
0.0645	9.7489	2174	0.5426	0.5737	0.5426	0.7366
0.0645	9.7578	2176	0.5433	0.5737	0.5433	0.7371
0.0645	9.7668	2178	0.5431	0.5737	0.5431	0.7370
0.0645	9.7758	2180	0.5427	0.5737	0.5427	0.7366
0.0645	9.7848	2182	0.5429	0.5737	0.5429	0.7368
0.0645	9.7937	2184	0.5431	0.5737	0.5431	0.7369
0.0645	9.8027	2186	0.5438	0.5737	0.5438	0.7374
0.0645	9.8117	2188	0.5448	0.5737	0.5448	0.7381
0.0645	9.8206	2190	0.5463	0.5679	0.5463	0.7391
0.0645	9.8296	2192	0.5471	0.4779	0.5471	0.7396
0.0645	9.8386	2194	0.5479	0.4779	0.5479	0.7402
0.0645	9.8475	2196	0.5483	0.4779	0.5483	0.7405
0.0645	9.8565	2198	0.5486	0.4779	0.5486	0.7407
0.0645	9.8655	2200	0.5489	0.4779	0.5489	0.7409
0.0645	9.8744	2202	0.5489	0.4779	0.5489	0.7409
0.0645	9.8834	2204	0.5488	0.4779	0.5488	0.7408
0.0645	9.8924	2206	0.5484	0.4779	0.5484	0.7405
0.0645	9.9013	2208	0.5479	0.4779	0.5479	0.7402
0.0645	9.9103	2210	0.5479	0.4779	0.5479	0.7402
0.0645	9.9193	2212	0.5483	0.4779	0.5483	0.7404
0.0645	9.9283	2214	0.5487	0.4779	0.5487	0.7408
0.0645	9.9372	2216	0.5489	0.4779	0.5489	0.7409
0.0645	9.9462	2218	0.5487	0.4779	0.5487	0.7407
0.0645	9.9552	2220	0.5484	0.4779	0.5484	0.7405
0.0645	9.9641	2222	0.5479	0.4779	0.5479	0.7402
0.0645	9.9731	2224	0.5476	0.4779	0.5476	0.7400
0.0645	9.9821	2226	0.5474	0.4779	0.5474	0.7399
0.0645	9.9910	2228	0.5473	0.4779	0.5473	0.7398
0.0645	10.0	2230	0.5473	0.4779	0.5473	0.7398

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: Nov 16, 2024
Updated: Nov 16, 2024