Arabic_FineTuningAraBERT_run2_AugV5_k30_task1_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_run2_AugV5_k30_task1_organization_fold1

Arabic_FineTuningAraBERT_run2_AugV5_k30_task1_organization_fold1 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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3.8 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 27, 2024
Updated: Nov 28, 2024
SHA: 1255f17c

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_run2_AugV5_k30_task1_organization_fold1

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: 0.4443
Qwk: 0.8056
Mse: 0.4443
Rmse: 0.6665

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	0.0065	2	5.2587	-0.0180	5.2587	2.2932
No log	0.0130	4	2.9508	0.0040	2.9508	1.7178
No log	0.0195	6	1.8660	-0.0199	1.8660	1.3660
No log	0.0260	8	2.1820	-0.1519	2.1820	1.4772
No log	0.0325	10	3.0255	-0.0548	3.0255	1.7394
No log	0.0390	12	2.2077	-0.0752	2.2077	1.4858
No log	0.0455	14	1.2872	-0.0467	1.2872	1.1345
No log	0.0519	16	1.0467	-0.0284	1.0467	1.0231
No log	0.0584	18	1.0228	0.0379	1.0228	1.0114
No log	0.0649	20	1.0005	0.0379	1.0005	1.0003
No log	0.0714	22	0.9438	0.0577	0.9438	0.9715
No log	0.0779	24	0.9073	0.1683	0.9073	0.9525
No log	0.0844	26	0.8382	0.3571	0.8382	0.9155
No log	0.0909	28	0.8530	0.2857	0.8530	0.9236
No log	0.0974	30	0.9226	0.3317	0.9226	0.9605
No log	0.1039	32	1.0470	0.3069	1.0470	1.0232
No log	0.1104	34	1.3533	0.0427	1.3533	1.1633
No log	0.1169	36	1.5645	0.1355	1.5645	1.2508
No log	0.1234	38	1.3906	0.1355	1.3906	1.1792
No log	0.1299	40	1.1157	0.0789	1.1157	1.0563
No log	0.1364	42	1.0341	0.2146	1.0341	1.0169
No log	0.1429	44	1.1279	0.0187	1.1279	1.0620
No log	0.1494	46	1.2439	0.0	1.2439	1.1153
No log	0.1558	48	1.2010	0.0	1.2010	1.0959
No log	0.1623	50	1.1403	0.0	1.1403	1.0678
No log	0.1688	52	1.0621	0.1043	1.0621	1.0306
No log	0.1753	54	1.0648	0.1043	1.0648	1.0319
No log	0.1818	56	1.1716	0.0	1.1716	1.0824
No log	0.1883	58	1.4220	0.1026	1.4220	1.1925
No log	0.1948	60	1.5743	0.1026	1.5743	1.2547
No log	0.2013	62	1.4144	0.1026	1.4144	1.1893
No log	0.2078	64	1.2907	0.0	1.2908	1.1361
No log	0.2143	66	1.2894	0.1026	1.2894	1.1355
No log	0.2208	68	1.3001	0.1026	1.3001	1.1402
No log	0.2273	70	1.2790	0.1026	1.2790	1.1309
No log	0.2338	72	1.2693	0.1026	1.2693	1.1266
No log	0.2403	74	1.0791	0.0841	1.0791	1.0388
No log	0.2468	76	0.8675	0.2146	0.8675	0.9314
No log	0.2532	78	0.8946	0.2146	0.8946	0.9458
No log	0.2597	80	0.9909	0.1600	0.9909	0.9955
No log	0.2662	82	1.1281	0.1212	1.1281	1.0621
No log	0.2727	84	1.0452	0.2286	1.0452	1.0224
No log	0.2792	86	0.8329	0.3264	0.8329	0.9127
No log	0.2857	88	0.7994	0.4893	0.7994	0.8941
No log	0.2922	90	0.6894	0.5882	0.6894	0.8303
No log	0.2987	92	0.6338	0.5473	0.6338	0.7961
No log	0.3052	94	0.5676	0.5281	0.5676	0.7534
No log	0.3117	96	0.6631	0.5134	0.6631	0.8143
No log	0.3182	98	0.9534	0.2146	0.9534	0.9764
No log	0.3247	100	0.8619	0.3927	0.8619	0.9284
No log	0.3312	102	0.6694	0.5604	0.6694	0.8181
No log	0.3377	104	0.5432	0.3200	0.5432	0.7370
No log	0.3442	106	0.5954	0.4948	0.5954	0.7716
No log	0.3506	108	0.6571	0.4948	0.6571	0.8106
No log	0.3571	110	0.6969	0.4615	0.6969	0.8348
No log	0.3636	112	0.6988	0.4343	0.6988	0.8359
No log	0.3701	114	0.6453	0.5421	0.6453	0.8033
No log	0.3766	116	0.5971	0.4787	0.5971	0.7727
No log	0.3831	118	0.5503	0.5561	0.5503	0.7418
No log	0.3896	120	0.5635	0.4828	0.5635	0.7506
No log	0.3961	122	0.6161	0.5333	0.6161	0.7849
No log	0.4026	124	0.8448	0.4481	0.8448	0.9191
No log	0.4091	126	0.7198	0.5505	0.7198	0.8484
No log	0.4156	128	0.7251	0.5532	0.7251	0.8515
No log	0.4221	130	0.8342	0.5532	0.8342	0.9134
No log	0.4286	132	0.6106	0.5051	0.6106	0.7814
No log	0.4351	134	0.5201	0.5381	0.5201	0.7212
No log	0.4416	136	0.6281	0.3298	0.6281	0.7925
No log	0.4481	138	0.6734	0.3568	0.6734	0.8206
No log	0.4545	140	0.5744	0.4068	0.5744	0.7579
No log	0.4610	142	0.5158	0.4615	0.5158	0.7182
No log	0.4675	144	0.6531	0.6471	0.6531	0.8082
No log	0.4740	146	0.7514	0.5182	0.7514	0.8668
No log	0.4805	148	0.7260	0.5333	0.7260	0.8520
No log	0.4870	150	0.5950	0.6169	0.5950	0.7714
No log	0.4935	152	0.5497	0.5758	0.5497	0.7414
No log	0.5	154	0.5116	0.4615	0.5116	0.7153
No log	0.5065	156	0.5735	0.3558	0.5735	0.7573
No log	0.5130	158	0.5890	0.3558	0.5890	0.7675
No log	0.5195	160	0.6206	0.2921	0.6206	0.7878
No log	0.5260	162	0.6507	0.4615	0.6507	0.8066
No log	0.5325	164	0.6079	0.4862	0.6079	0.7797
No log	0.5390	166	0.5624	0.5243	0.5624	0.7499
No log	0.5455	168	0.6292	0.3558	0.6292	0.7932
No log	0.5519	170	0.7244	0.3558	0.7244	0.8511
No log	0.5584	172	0.7958	0.3000	0.7958	0.8921
No log	0.5649	174	0.7607	0.4560	0.7607	0.8722
No log	0.5714	176	0.6310	0.7222	0.6310	0.7943
No log	0.5779	178	0.5463	0.7287	0.5463	0.7391
No log	0.5844	180	0.5904	0.6020	0.5904	0.7684
No log	0.5909	182	0.8208	0.4615	0.8208	0.9060
No log	0.5974	184	0.8793	0.4577	0.8793	0.9377
No log	0.6039	186	0.6646	0.5070	0.6646	0.8152
No log	0.6104	188	0.4616	0.6957	0.4616	0.6794
No log	0.6169	190	0.4722	0.5333	0.4722	0.6871
No log	0.6234	192	0.4894	0.4787	0.4894	0.6996
No log	0.6299	194	0.5574	0.5604	0.5574	0.7466
No log	0.6364	196	0.5540	0.5604	0.5540	0.7443
No log	0.6429	198	0.5558	0.5817	0.5558	0.7455
No log	0.6494	200	0.5262	0.5591	0.5262	0.7254
No log	0.6558	202	0.5898	0.5725	0.5898	0.7680
No log	0.6623	204	0.6553	0.5641	0.6553	0.8095
No log	0.6688	206	0.5308	0.6343	0.5308	0.7286
No log	0.6753	208	0.5172	0.6343	0.5172	0.7192
No log	0.6818	210	0.5944	0.5821	0.5944	0.7710
No log	0.6883	212	0.6964	0.5655	0.6964	0.8345
No log	0.6948	214	0.7617	0.5116	0.7617	0.8727
No log	0.7013	216	0.6807	0.6667	0.6807	0.8250
No log	0.7078	218	0.4871	0.6957	0.4871	0.6979
No log	0.7143	220	0.3836	0.6602	0.3836	0.6193
No log	0.7208	222	0.3825	0.6051	0.3825	0.6185
No log	0.7273	224	0.3803	0.6051	0.3803	0.6167
No log	0.7338	226	0.3907	0.6354	0.3907	0.6251
No log	0.7403	228	0.4531	0.4556	0.4531	0.6731
No log	0.7468	230	0.4701	0.5236	0.4701	0.6856
No log	0.7532	232	0.4519	0.6244	0.4519	0.6723
No log	0.7597	234	0.4523	0.6578	0.4523	0.6725
No log	0.7662	236	0.4747	0.6097	0.4747	0.6890
No log	0.7727	238	0.4717	0.65	0.4717	0.6868
No log	0.7792	240	0.4518	0.7475	0.4518	0.6722
No log	0.7857	242	0.4876	0.6755	0.4876	0.6983
No log	0.7922	244	0.7021	0.5641	0.7021	0.8379
No log	0.7987	246	0.7895	0.5563	0.7895	0.8885
No log	0.8052	248	0.6425	0.5641	0.6425	0.8016
No log	0.8117	250	0.4211	0.6535	0.4211	0.6489
No log	0.8182	252	0.3920	0.5922	0.3920	0.6261
No log	0.8247	254	0.4200	0.6419	0.4200	0.6480
No log	0.8312	256	0.3939	0.5922	0.3939	0.6276
No log	0.8377	258	0.3951	0.6091	0.3951	0.6286
No log	0.8442	260	0.5288	0.5103	0.5288	0.7272
No log	0.8506	262	0.7606	0.5191	0.7606	0.8721
No log	0.8571	264	0.7745	0.5128	0.7745	0.8801
No log	0.8636	266	0.6353	0.5435	0.6353	0.7970
No log	0.8701	268	0.4671	0.6557	0.4671	0.6834
No log	0.8766	270	0.4296	0.7820	0.4296	0.6555
No log	0.8831	272	0.4633	0.7273	0.4633	0.6807
No log	0.8896	274	0.5216	0.6755	0.5216	0.7223
No log	0.8961	276	0.6472	0.5939	0.6472	0.8045
No log	0.9026	278	0.7036	0.5435	0.7036	0.8388
No log	0.9091	280	0.5731	0.6689	0.5731	0.7570
No log	0.9156	282	0.4156	0.6715	0.4156	0.6447
No log	0.9221	284	0.3294	0.8293	0.3294	0.5740
No log	0.9286	286	0.3450	0.7623	0.3450	0.5874
No log	0.9351	288	0.3371	0.7568	0.3371	0.5806
No log	0.9416	290	0.3725	0.7138	0.3725	0.6103
No log	0.9481	292	0.5809	0.6689	0.5809	0.7621
No log	0.9545	294	0.6809	0.5939	0.6809	0.8252
No log	0.9610	296	0.6182	0.6216	0.6182	0.7863
No log	0.9675	298	0.6119	0.6216	0.6119	0.7822
No log	0.9740	300	0.5965	0.6416	0.5965	0.7724
No log	0.9805	302	0.6226	0.6138	0.6226	0.7890
No log	0.9870	304	0.6405	0.5735	0.6405	0.8003
No log	0.9935	306	0.6926	0.5435	0.6926	0.8322
No log	1.0	308	0.6407	0.6255	0.6407	0.8005
No log	1.0065	310	0.6062	0.6585	0.6062	0.7786
No log	1.0130	312	0.5333	0.6908	0.5333	0.7303
No log	1.0195	314	0.4840	0.7308	0.4840	0.6957
No log	1.0260	316	0.4722	0.7308	0.4722	0.6872
No log	1.0325	318	0.4056	0.7470	0.4056	0.6368
No log	1.0390	320	0.4193	0.7059	0.4193	0.6475
No log	1.0455	322	0.4809	0.6585	0.4809	0.6935
No log	1.0519	324	0.4796	0.7004	0.4796	0.6926
No log	1.0584	326	0.4109	0.7072	0.4109	0.6410
No log	1.0649	328	0.3267	0.7829	0.3267	0.5716
No log	1.0714	330	0.3315	0.8078	0.3315	0.5758
No log	1.0779	332	0.3634	0.7895	0.3634	0.6028
No log	1.0844	334	0.3812	0.7895	0.3812	0.6174
No log	1.0909	336	0.4034	0.7308	0.4034	0.6352
No log	1.0974	338	0.4571	0.7004	0.4571	0.6761
No log	1.1039	340	0.5111	0.7004	0.5111	0.7149
No log	1.1104	342	0.4511	0.7445	0.4511	0.6717
No log	1.1169	344	0.3254	0.7950	0.3254	0.5705
No log	1.1234	346	0.3165	0.7544	0.3165	0.5626
No log	1.1299	348	0.3295	0.7950	0.3295	0.5741
No log	1.1364	350	0.3893	0.7225	0.3893	0.6239
No log	1.1429	352	0.4559	0.6723	0.4559	0.6752
No log	1.1494	354	0.5872	0.6866	0.5872	0.7663
No log	1.1558	356	0.5973	0.6138	0.5973	0.7728
No log	1.1623	358	0.4309	0.6875	0.4309	0.6564
No log	1.1688	360	0.3423	0.7897	0.3423	0.5850
No log	1.1753	362	0.3173	0.7477	0.3173	0.5633
No log	1.1818	364	0.3579	0.8320	0.3579	0.5982
No log	1.1883	366	0.5248	0.6138	0.5248	0.7244
No log	1.1948	368	0.7044	0.6047	0.7044	0.8393
No log	1.2013	370	0.6797	0.6478	0.6797	0.8244
No log	1.2078	372	0.4517	0.7475	0.4517	0.6721
No log	1.2143	374	0.3445	0.8269	0.3445	0.5870
No log	1.2208	376	0.3350	0.7941	0.3350	0.5788
No log	1.2273	378	0.4021	0.7726	0.4021	0.6341
No log	1.2338	380	0.5132	0.6138	0.5132	0.7164
No log	1.2403	382	0.5774	0.6138	0.5774	0.7599
No log	1.2468	384	0.5607	0.5641	0.5607	0.7488
No log	1.2532	386	0.4718	0.7244	0.4718	0.6869
No log	1.2597	388	0.3117	0.7967	0.3117	0.5583
No log	1.2662	390	0.3187	0.6698	0.3187	0.5645
No log	1.2727	392	0.4021	0.6419	0.4021	0.6341
No log	1.2792	394	0.4016	0.6419	0.4016	0.6337
No log	1.2857	396	0.3401	0.6698	0.3401	0.5832
No log	1.2922	398	0.3113	0.7565	0.3113	0.5580
No log	1.2987	400	0.4137	0.6866	0.4137	0.6432
No log	1.3052	402	0.6811	0.6138	0.6811	0.8253
No log	1.3117	404	0.8273	0.5854	0.8273	0.9096
No log	1.3182	406	0.7755	0.6580	0.7755	0.8806
No log	1.3247	408	0.7755	0.6580	0.7755	0.8806
No log	1.3312	410	0.7796	0.6580	0.7796	0.8829
No log	1.3377	412	0.8557	0.5854	0.8557	0.9251
No log	1.3442	414	0.9094	0.5854	0.9094	0.9536
No log	1.3506	416	0.8690	0.5333	0.8690	0.9322
No log	1.3571	418	0.6323	0.5405	0.6323	0.7951
No log	1.3636	420	0.4586	0.5917	0.4586	0.6772
No log	1.3701	422	0.4149	0.6459	0.4149	0.6441
No log	1.3766	424	0.3738	0.7222	0.3738	0.6114
No log	1.3831	426	0.4004	0.75	0.4004	0.6328
No log	1.3896	428	0.4800	0.6866	0.4800	0.6928
No log	1.3961	430	0.5615	0.6138	0.5615	0.7493
No log	1.4026	432	0.5086	0.6580	0.5086	0.7132
No log	1.4091	434	0.4116	0.7835	0.4116	0.6416
No log	1.4156	436	0.3583	0.7774	0.3583	0.5986
No log	1.4221	438	0.3442	0.7072	0.3442	0.5867
No log	1.4286	440	0.3764	0.6585	0.3764	0.6135
No log	1.4351	442	0.3634	0.6875	0.3634	0.6028
No log	1.4416	444	0.3603	0.7386	0.3603	0.6002
No log	1.4481	446	0.3835	0.7386	0.3835	0.6193
No log	1.4545	448	0.4666	0.7154	0.4666	0.6831
No log	1.4610	450	0.4896	0.6638	0.4896	0.6997
No log	1.4675	452	0.4425	0.6638	0.4425	0.6652
No log	1.4740	454	0.3616	0.6385	0.3616	0.6013
No log	1.4805	456	0.3203	0.7897	0.3203	0.5660
No log	1.4870	458	0.3190	0.8627	0.3190	0.5648
No log	1.4935	460	0.4339	0.6866	0.4339	0.6587
No log	1.5	462	0.5942	0.6138	0.5942	0.7708
No log	1.5065	464	0.5886	0.6738	0.5886	0.7672
No log	1.5130	466	0.4335	0.6866	0.4335	0.6584
No log	1.5195	468	0.2678	0.8235	0.2678	0.5175
No log	1.5260	470	0.2511	0.7565	0.2511	0.5011
No log	1.5325	472	0.2700	0.7565	0.2700	0.5196
No log	1.5390	474	0.3023	0.75	0.3023	0.5498
No log	1.5455	476	0.4213	0.6375	0.4213	0.6491
No log	1.5519	478	0.5687	0.6375	0.5687	0.7541
No log	1.5584	480	0.6379	0.6375	0.6379	0.7987
No log	1.5649	482	0.5874	0.6375	0.5874	0.7664
No log	1.5714	484	0.5126	0.6375	0.5126	0.7160
No log	1.5779	486	0.4176	0.6142	0.4176	0.6462
No log	1.5844	488	0.4080	0.6585	0.4080	0.6388
No log	1.5909	490	0.4811	0.6142	0.4811	0.6936
No log	1.5974	492	0.6192	0.6260	0.6192	0.7869
No log	1.6039	494	0.6165	0.5641	0.6165	0.7852
No log	1.6104	496	0.5163	0.7219	0.5163	0.7185
No log	1.6169	498	0.4244	0.7354	0.4244	0.6515
0.5311	1.6234	500	0.3537	0.7279	0.3537	0.5947
0.5311	1.6299	502	0.3257	0.7879	0.3257	0.5707
0.5311	1.6364	504	0.3370	0.7050	0.3370	0.5805
0.5311	1.6429	506	0.4099	0.6459	0.4099	0.6402
0.5311	1.6494	508	0.4397	0.6142	0.4397	0.6631
0.5311	1.6558	510	0.4650	0.6142	0.4650	0.6819
0.5311	1.6623	512	0.4617	0.6231	0.4617	0.6795
0.5311	1.6688	514	0.5254	0.6260	0.5254	0.7248
0.5311	1.6753	516	0.6012	0.6260	0.6012	0.7754
0.5311	1.6818	518	0.5473	0.6260	0.5473	0.7398
0.5311	1.6883	520	0.3923	0.7143	0.3923	0.6264
0.5311	1.6948	522	0.3197	0.8304	0.3197	0.5654
0.5311	1.7013	524	0.3138	0.7529	0.3138	0.5602
0.5311	1.7078	526	0.3601	0.6908	0.3601	0.6001
0.5311	1.7143	528	0.3904	0.7154	0.3904	0.6248
0.5311	1.7208	530	0.4324	0.6142	0.4324	0.6576
0.5311	1.7273	532	0.5392	0.6375	0.5392	0.7343
0.5311	1.7338	534	0.5560	0.6375	0.5560	0.7456
0.5311	1.7403	536	0.5060	0.6375	0.5060	0.7113
0.5311	1.7468	538	0.4285	0.6375	0.4285	0.6546
0.5311	1.7532	540	0.3723	0.5882	0.3723	0.6101
0.5311	1.7597	542	0.3393	0.7586	0.3393	0.5825
0.5311	1.7662	544	0.3538	0.7586	0.3538	0.5948
0.5311	1.7727	546	0.4155	0.6147	0.4155	0.6446
0.5311	1.7792	548	0.5269	0.6260	0.5269	0.7259
0.5311	1.7857	550	0.5450	0.6260	0.5450	0.7382
0.5311	1.7922	552	0.5289	0.6375	0.5289	0.7272
0.5311	1.7987	554	0.5297	0.6638	0.5297	0.7278
0.5311	1.8052	556	0.4861	0.6723	0.4861	0.6972
0.5311	1.8117	558	0.4484	0.6723	0.4484	0.6696
0.5311	1.8182	560	0.4127	0.7605	0.4127	0.6424
0.5311	1.8247	562	0.4162	0.7445	0.4162	0.6451
0.5311	1.8312	564	0.4059	0.6769	0.4059	0.6371
0.5311	1.8377	566	0.3648	0.7220	0.3648	0.6040
0.5311	1.8442	568	0.3447	0.7368	0.3447	0.5871
0.5311	1.8506	570	0.3496	0.7368	0.3496	0.5912
0.5311	1.8571	572	0.4034	0.6769	0.4034	0.6351
0.5311	1.8636	574	0.4956	0.6642	0.4956	0.7040
0.5311	1.8701	576	0.5388	0.6525	0.5388	0.7340
0.5311	1.8766	578	0.5789	0.6038	0.5789	0.7608
0.5311	1.8831	580	0.5025	0.6142	0.5025	0.7089
0.5311	1.8896	582	0.4429	0.7445	0.4429	0.6655
0.5311	1.8961	584	0.3746	0.7605	0.3746	0.6121
0.5311	1.9026	586	0.4045	0.6769	0.4045	0.6360
0.5311	1.9091	588	0.4649	0.7083	0.4649	0.6818
0.5311	1.9156	590	0.4825	0.7083	0.4825	0.6947
0.5311	1.9221	592	0.4207	0.7083	0.4207	0.6486
0.5311	1.9286	594	0.3837	0.7220	0.3837	0.6195
0.5311	1.9351	596	0.3527	0.7131	0.3527	0.5939
0.5311	1.9416	598	0.3590	0.7627	0.3590	0.5992
0.5311	1.9481	600	0.3601	0.7627	0.3601	0.6001
0.5311	1.9545	602	0.3678	0.8016	0.3678	0.6065
0.5311	1.9610	604	0.3948	0.7222	0.3948	0.6283
0.5311	1.9675	606	0.4142	0.7445	0.4142	0.6436
0.5311	1.9740	608	0.4828	0.7083	0.4828	0.6948
0.5311	1.9805	610	0.4857	0.6387	0.4857	0.6969
0.5311	1.9870	612	0.4388	0.8042	0.4388	0.6624
0.5311	1.9935	614	0.4162	0.8170	0.4162	0.6451
0.5311	2.0	616	0.4067	0.8170	0.4067	0.6378
0.5311	2.0065	618	0.4065	0.8170	0.4065	0.6376
0.5311	2.0130	620	0.4202	0.7879	0.4202	0.6482
0.5311	2.0195	622	0.4728	0.7219	0.4728	0.6876
0.5311	2.0260	624	0.4236	0.7619	0.4236	0.6508
0.5311	2.0325	626	0.4131	0.7619	0.4131	0.6427
0.5311	2.0390	628	0.3568	0.7774	0.3568	0.5973
0.5311	2.0455	630	0.3002	0.8304	0.3002	0.5479
0.5311	2.0519	632	0.2962	0.8165	0.2962	0.5442
0.5311	2.0584	634	0.3234	0.7829	0.3234	0.5687
0.5311	2.0649	636	0.4284	0.6866	0.4284	0.6546
0.5311	2.0714	638	0.5367	0.6260	0.5367	0.7326
0.5311	2.0779	640	0.5440	0.6260	0.5440	0.7376
0.5311	2.0844	642	0.4953	0.6525	0.4953	0.7038
0.5311	2.0909	644	0.4254	0.7083	0.4254	0.6522
0.5311	2.0974	646	0.3883	0.8	0.3883	0.6232
0.5311	2.1039	648	0.3517	0.8	0.3517	0.5930
0.5311	2.1104	650	0.3834	0.7835	0.3834	0.6192
0.5311	2.1169	652	0.4051	0.7835	0.4051	0.6365
0.5311	2.1234	654	0.4397	0.7445	0.4397	0.6631
0.5311	2.1299	656	0.4420	0.6142	0.4420	0.6648
0.5311	2.1364	658	0.3661	0.7605	0.3661	0.6051
0.5311	2.1429	660	0.3445	0.8	0.3445	0.5869
0.5311	2.1494	662	0.3621	0.8	0.3621	0.6018
0.5311	2.1558	664	0.3925	0.8	0.3925	0.6265
0.5311	2.1623	666	0.4616	0.6957	0.4616	0.6794
0.5311	2.1688	668	0.4954	0.6957	0.4954	0.7038
0.5311	2.1753	670	0.5621	0.6957	0.5621	0.7497
0.5311	2.1818	672	0.5589	0.6448	0.5589	0.7476
0.5311	2.1883	674	0.4820	0.7645	0.4820	0.6943
0.5311	2.1948	676	0.4339	0.7835	0.4339	0.6587
0.5311	2.2013	678	0.4030	0.7083	0.4030	0.6348
0.5311	2.2078	680	0.3783	0.7220	0.3783	0.6151
0.5311	2.2143	682	0.3474	0.8372	0.3474	0.5894
0.5311	2.2208	684	0.3582	0.6729	0.3582	0.5985
0.5311	2.2273	686	0.3734	0.6729	0.3734	0.6111
0.5311	2.2338	688	0.3671	0.6729	0.3671	0.6059
0.5311	2.2403	690	0.3798	0.8279	0.3798	0.6163
0.5311	2.2468	692	0.4482	0.7445	0.4482	0.6695
0.5311	2.2532	694	0.5966	0.6580	0.5966	0.7724
0.5311	2.2597	696	0.6266	0.6580	0.6266	0.7916
0.5311	2.2662	698	0.6033	0.6689	0.6033	0.7767
0.5311	2.2727	700	0.5358	0.7445	0.5358	0.7320
0.5311	2.2792	702	0.4451	0.7296	0.4451	0.6672
0.5311	2.2857	704	0.3853	0.6500	0.3853	0.6208
0.5311	2.2922	706	0.3426	0.6500	0.3426	0.5853
0.5311	2.2987	708	0.3369	0.6500	0.3369	0.5805
0.5311	2.3052	710	0.3556	0.6500	0.3556	0.5963
0.5311	2.3117	712	0.4238	0.7846	0.4238	0.6510
0.5311	2.3182	714	0.4740	0.7004	0.4740	0.6884
0.5311	2.3247	716	0.4979	0.6866	0.4979	0.7056
0.5311	2.3312	718	0.5256	0.6738	0.5256	0.7250
0.5311	2.3377	720	0.5250	0.7162	0.5250	0.7246
0.5311	2.3442	722	0.6091	0.6580	0.6091	0.7805
0.5311	2.3506	724	0.5773	0.6580	0.5773	0.7598
0.5311	2.3571	726	0.4503	0.8	0.4503	0.6710
0.5311	2.3636	728	0.3661	0.8	0.3661	0.6051
0.5311	2.3701	730	0.3643	0.8	0.3643	0.6036
0.5311	2.3766	732	0.4453	0.8	0.4453	0.6673
0.5311	2.3831	734	0.6368	0.6138	0.6368	0.7980
0.5311	2.3896	736	0.8837	0.6222	0.8837	0.9401
0.5311	2.3961	738	0.9993	0.5575	0.9993	0.9996
0.5311	2.4026	740	0.8981	0.6441	0.8981	0.9477
0.5311	2.4091	742	0.6791	0.6580	0.6791	0.8241
0.5311	2.4156	744	0.4654	0.7475	0.4654	0.6822
0.5311	2.4221	746	0.3839	0.7709	0.3839	0.6196
0.5311	2.4286	748	0.3697	0.7266	0.3697	0.6080
0.5311	2.4351	750	0.3626	0.7510	0.3626	0.6022
0.5311	2.4416	752	0.3841	0.7774	0.3841	0.6198
0.5311	2.4481	754	0.4665	0.7425	0.4665	0.6830
0.5311	2.4545	756	0.5473	0.7290	0.5473	0.7398
0.5311	2.4610	758	0.5335	0.7290	0.5335	0.7304
0.5311	2.4675	760	0.4341	0.7425	0.4341	0.6589
0.5311	2.4740	762	0.3578	0.7726	0.3578	0.5982
0.5311	2.4805	764	0.3399	0.75	0.3399	0.5830
0.5311	2.4870	766	0.3576	0.7726	0.3576	0.5980
0.5311	2.4935	768	0.3800	0.7726	0.3800	0.6164
0.5311	2.5	770	0.4046	0.7308	0.4046	0.6361
0.5311	2.5065	772	0.4097	0.7726	0.4097	0.6401
0.5311	2.5130	774	0.4645	0.7726	0.4645	0.6815
0.5311	2.5195	776	0.5098	0.6316	0.5098	0.7140
0.5311	2.5260	778	0.5444	0.7083	0.5444	0.7378
0.5311	2.5325	780	0.5170	0.7083	0.5170	0.7191
0.5311	2.5390	782	0.4259	0.75	0.4259	0.6526
0.5311	2.5455	784	0.3915	0.7552	0.3915	0.6257
0.5311	2.5519	786	0.3832	0.7820	0.3832	0.6191
0.5311	2.5584	788	0.3641	0.7820	0.3641	0.6034
0.5311	2.5649	790	0.3327	0.7820	0.3327	0.5768
0.5311	2.5714	792	0.3403	0.7820	0.3403	0.5834
0.5311	2.5779	794	0.3717	0.7820	0.3717	0.6097
0.5311	2.5844	796	0.4450	0.7273	0.4450	0.6671
0.5311	2.5909	798	0.4720	0.6940	0.4720	0.6870
0.5311	2.5974	800	0.4216	0.7455	0.4216	0.6493
0.5311	2.6039	802	0.3583	0.7552	0.3583	0.5986
0.5311	2.6104	804	0.3168	0.7986	0.3168	0.5628
0.5311	2.6169	806	0.3511	0.75	0.3511	0.5926
0.5311	2.6234	808	0.4475	0.8056	0.4475	0.6689
0.5311	2.6299	810	0.5081	0.7407	0.5081	0.7128
0.5311	2.6364	812	0.4803	0.8056	0.4803	0.6930
0.5311	2.6429	814	0.4578	0.8056	0.4578	0.6766
0.5311	2.6494	816	0.3917	0.8056	0.3917	0.6259
0.5311	2.6558	818	0.3758	0.7835	0.3758	0.6130
0.5311	2.6623	820	0.4247	0.7987	0.4247	0.6517
0.5311	2.6688	822	0.5147	0.7407	0.5147	0.7174
0.5311	2.6753	824	0.5774	0.7380	0.5774	0.7598
0.5311	2.6818	826	0.5556	0.7407	0.5556	0.7454
0.5311	2.6883	828	0.5927	0.7036	0.5927	0.7698
0.5311	2.6948	830	0.5107	0.7675	0.5107	0.7146
0.5311	2.7013	832	0.3678	0.7470	0.3678	0.6065
0.5311	2.7078	834	0.3370	0.7222	0.3370	0.5806
0.5311	2.7143	836	0.3583	0.7222	0.3583	0.5986
0.5311	2.7208	838	0.4398	0.7835	0.4398	0.6631
0.5311	2.7273	840	0.4890	0.7835	0.4890	0.6993
0.5311	2.7338	842	0.4671	0.75	0.4671	0.6834
0.5311	2.7403	844	0.4289	0.75	0.4289	0.6549
0.5311	2.7468	846	0.3950	0.75	0.3950	0.6285
0.5311	2.7532	848	0.3969	0.75	0.3969	0.6300
0.5311	2.7597	850	0.3785	0.7774	0.3785	0.6152
0.5311	2.7662	852	0.3741	0.7552	0.3741	0.6117
0.5311	2.7727	854	0.3813	0.7552	0.3813	0.6175
0.5311	2.7792	856	0.3649	0.7820	0.3649	0.6041
0.5311	2.7857	858	0.3490	0.7820	0.3490	0.5907
0.5311	2.7922	860	0.3452	0.7986	0.3452	0.5875
0.5311	2.7987	862	0.3459	0.7820	0.3459	0.5882
0.5311	2.8052	864	0.3678	0.7552	0.3678	0.6065
0.5311	2.8117	866	0.4736	0.7619	0.4736	0.6882
0.5311	2.8182	868	0.5654	0.7016	0.5654	0.7519
0.5311	2.8247	870	0.5422	0.7016	0.5422	0.7363
0.5311	2.8312	872	0.4313	0.7552	0.4313	0.6568
0.5311	2.8377	874	0.3836	0.7552	0.3836	0.6193
0.5311	2.8442	876	0.3879	0.7552	0.3879	0.6228
0.5311	2.8506	878	0.4233	0.7279	0.4233	0.6506
0.5311	2.8571	880	0.4156	0.7279	0.4156	0.6447
0.5311	2.8636	882	0.3926	0.7426	0.3926	0.6265
0.5311	2.8701	884	0.3862	0.7426	0.3862	0.6214
0.5311	2.8766	886	0.3770	0.7287	0.3770	0.6140
0.5311	2.8831	888	0.3850	0.7287	0.3850	0.6205
0.5311	2.8896	890	0.4118	0.7279	0.4118	0.6417
0.5311	2.8961	892	0.5301	0.6597	0.5301	0.7281
0.5311	2.9026	894	0.5707	0.6807	0.5707	0.7555
0.5311	2.9091	896	0.4927	0.7016	0.4927	0.7019
0.5311	2.9156	898	0.3797	0.7552	0.3797	0.6162
0.5311	2.9221	900	0.3300	0.8165	0.3300	0.5745
0.5311	2.9286	902	0.3073	0.8165	0.3073	0.5543
0.5311	2.9351	904	0.3061	0.8165	0.3061	0.5533
0.5311	2.9416	906	0.3296	0.7586	0.3296	0.5741
0.5311	2.9481	908	0.3731	0.7658	0.3731	0.6108
0.5311	2.9545	910	0.4260	0.7072	0.4260	0.6527
0.5311	2.9610	912	0.4588	0.7675	0.4588	0.6774
0.5311	2.9675	914	0.4185	0.7470	0.4185	0.6469
0.5311	2.9740	916	0.3621	0.7222	0.3621	0.6018
0.5311	2.9805	918	0.3606	0.7222	0.3606	0.6005
0.5311	2.9870	920	0.3516	0.7222	0.3516	0.5929
0.5311	2.9935	922	0.3371	0.7829	0.3371	0.5806
0.5311	3.0	924	0.3451	0.7829	0.3451	0.5875
0.5311	3.0065	926	0.3805	0.7895	0.3805	0.6168
0.5311	3.0130	928	0.3968	0.7895	0.3968	0.6299
0.5311	3.0195	930	0.4219	0.7470	0.4219	0.6495
0.5311	3.0260	932	0.4593	0.6459	0.4593	0.6777
0.5311	3.0325	934	0.4962	0.6866	0.4962	0.7044
0.5311	3.0390	936	0.4717	0.8056	0.4717	0.6868
0.5311	3.0455	938	0.4081	0.7658	0.4081	0.6388
0.5311	3.0519	940	0.3610	0.7709	0.3610	0.6008
0.5311	3.0584	942	0.3575	0.7709	0.3575	0.5979
0.5311	3.0649	944	0.3890	0.7709	0.3890	0.6237
0.5311	3.0714	946	0.4336	0.7552	0.4336	0.6585
0.5311	3.0779	948	0.4897	0.7475	0.4897	0.6998
0.5311	3.0844	950	0.5771	0.7219	0.5771	0.7596
0.5311	3.0909	952	0.5813	0.6028	0.5813	0.7624
0.5311	3.0974	954	0.5219	0.6807	0.5219	0.7224
0.5311	3.1039	956	0.4347	0.7774	0.4347	0.6593
0.5311	3.1104	958	0.3740	0.8123	0.3740	0.6115
0.5311	3.1169	960	0.3246	0.7879	0.3246	0.5697
0.5311	3.1234	962	0.3288	0.7879	0.3288	0.5734
0.5311	3.1299	964	0.3431	0.7879	0.3431	0.5857
0.5311	3.1364	966	0.3869	0.7709	0.3869	0.6220
0.5311	3.1429	968	0.4831	0.7727	0.4831	0.6950
0.5311	3.1494	970	0.5896	0.7421	0.5896	0.7679
0.5311	3.1558	972	0.6535	0.6631	0.6535	0.8084
0.5311	3.1623	974	0.6163	0.6631	0.6163	0.7851
0.5311	3.1688	976	0.5080	0.7727	0.5080	0.7127
0.5311	3.1753	978	0.4658	0.7552	0.4658	0.6825
0.5311	3.1818	980	0.4763	0.7552	0.4763	0.6902
0.5311	3.1883	982	0.5350	0.7727	0.5350	0.7314
0.5311	3.1948	984	0.6120	0.6844	0.6120	0.7823
0.5311	3.2013	986	0.7380	0.6545	0.7380	0.8591
0.5311	3.2078	988	0.7308	0.6545	0.7308	0.8549
0.5311	3.2143	990	0.6538	0.6448	0.6538	0.8086
0.5311	3.2208	992	0.5193	0.7219	0.5193	0.7206
0.5311	3.2273	994	0.4368	0.7279	0.4368	0.6609
0.5311	3.2338	996	0.4169	0.7426	0.4169	0.6457
0.5311	3.2403	998	0.4316	0.7426	0.4316	0.6570
0.144	3.2468	1000	0.4221	0.7426	0.4221	0.6497
0.144	3.2532	1002	0.4513	0.7279	0.4513	0.6718
0.144	3.2597	1004	0.5080	0.6642	0.5080	0.7127
0.144	3.2662	1006	0.5284	0.7083	0.5284	0.7269
0.144	3.2727	1008	0.5121	0.7083	0.5121	0.7156
0.144	3.2792	1010	0.5271	0.7083	0.5271	0.7260
0.144	3.2857	1012	0.5237	0.7083	0.5237	0.7236
0.144	3.2922	1014	0.4826	0.6873	0.4826	0.6947
0.144	3.2987	1016	0.4844	0.7083	0.4844	0.6960
0.144	3.3052	1018	0.5074	0.7083	0.5074	0.7123
0.144	3.3117	1020	0.4783	0.7835	0.4783	0.6916
0.144	3.3182	1022	0.4299	0.7552	0.4299	0.6557
0.144	3.3247	1024	0.4077	0.7709	0.4077	0.6385
0.144	3.3312	1026	0.4157	0.7709	0.4157	0.6448
0.144	3.3377	1028	0.4471	0.7709	0.4471	0.6686
0.144	3.3442	1030	0.5346	0.7479	0.5346	0.7311
0.144	3.3506	1032	0.5758	0.7263	0.5758	0.7588
0.144	3.3571	1034	0.5571	0.7479	0.5571	0.7464
0.144	3.3636	1036	0.4917	0.75	0.4917	0.7012
0.144	3.3701	1038	0.4187	0.7709	0.4187	0.6470
0.144	3.3766	1040	0.3720	0.7709	0.3720	0.6099
0.144	3.3831	1042	0.3642	0.7709	0.3642	0.6035
0.144	3.3896	1044	0.4007	0.7709	0.4007	0.6330
0.144	3.3961	1046	0.4031	0.7709	0.4031	0.6349
0.144	3.4026	1048	0.4501	0.7552	0.4501	0.6709
0.144	3.4091	1050	0.4853	0.8095	0.4853	0.6967
0.144	3.4156	1052	0.4719	0.8095	0.4719	0.6870
0.144	3.4221	1054	0.4409	0.8095	0.4409	0.6640
0.144	3.4286	1056	0.3880	0.7941	0.3880	0.6229
0.144	3.4351	1058	0.3647	0.7709	0.3647	0.6039
0.144	3.4416	1060	0.3598	0.7709	0.3598	0.5998
0.144	3.4481	1062	0.3657	0.7941	0.3657	0.6047
0.144	3.4545	1064	0.4064	0.8	0.4064	0.6375
0.144	3.4610	1066	0.4902	0.7298	0.4902	0.7001
0.144	3.4675	1068	0.6096	0.6894	0.6096	0.7808
0.144	3.4740	1070	0.6499	0.6894	0.6499	0.8062
0.144	3.4805	1072	0.5679	0.6689	0.5679	0.7536
0.144	3.4870	1074	0.4474	0.6873	0.4474	0.6689
0.144	3.4935	1076	0.3786	0.7709	0.3786	0.6153
0.144	3.5	1078	0.3745	0.7941	0.3745	0.6119
0.144	3.5065	1080	0.4227	0.7658	0.4227	0.6502
0.144	3.5130	1082	0.5450	0.7219	0.5450	0.7383
0.144	3.5195	1084	0.6222	0.7101	0.6222	0.7888
0.144	3.5260	1086	0.5924	0.7093	0.5924	0.7697
0.144	3.5325	1088	0.4737	0.7354	0.4737	0.6883
0.144	3.5390	1090	0.4413	0.8	0.4413	0.6643
0.144	3.5455	1092	0.5252	0.7219	0.5252	0.7247
0.144	3.5519	1094	0.6346	0.7093	0.6346	0.7966
0.144	3.5584	1096	0.7164	0.6729	0.7164	0.8464
0.144	3.5649	1098	0.7790	0.6294	0.7790	0.8826
0.144	3.5714	1100	0.7230	0.6138	0.7230	0.8503
0.144	3.5779	1102	0.5795	0.6807	0.5795	0.7612
0.144	3.5844	1104	0.4617	0.7835	0.4617	0.6795
0.144	3.5909	1106	0.3893	0.7658	0.3893	0.6240
0.144	3.5974	1108	0.3504	0.7658	0.3504	0.5920
0.144	3.6039	1110	0.3459	0.7829	0.3459	0.5882
0.144	3.6104	1112	0.3808	0.7658	0.3808	0.6171
0.144	3.6169	1114	0.4474	0.7445	0.4474	0.6689
0.144	3.6234	1116	0.5047	0.7021	0.5047	0.7104
0.144	3.6299	1118	0.5881	0.6138	0.5881	0.7669
0.144	3.6364	1120	0.6235	0.6138	0.6235	0.7896
0.144	3.6429	1122	0.5745	0.6689	0.5745	0.7580
0.144	3.6494	1124	0.5208	0.6488	0.5208	0.7217
0.144	3.6558	1126	0.5051	0.7083	0.5051	0.7107
0.144	3.6623	1128	0.5242	0.6488	0.5242	0.7240
0.144	3.6688	1130	0.5606	0.6488	0.5606	0.7487
0.144	3.6753	1132	0.6357	0.6488	0.6357	0.7973
0.144	3.6818	1134	0.7155	0.6387	0.7155	0.8459
0.144	3.6883	1136	0.6768	0.6580	0.6768	0.8227
0.144	3.6948	1138	0.6005	0.6488	0.6005	0.7749
0.144	3.7013	1140	0.5082	0.6842	0.5082	0.7129
0.144	3.7078	1142	0.4747	0.6842	0.4747	0.6889
0.144	3.7143	1144	0.4481	0.6980	0.4481	0.6694
0.144	3.7208	1146	0.4311	0.6980	0.4311	0.6566
0.144	3.7273	1148	0.4044	0.6980	0.4044	0.6359
0.144	3.7338	1150	0.3900	0.7287	0.3900	0.6245
0.144	3.7403	1152	0.4142	0.7138	0.4142	0.6436
0.144	3.7468	1154	0.4432	0.75	0.4432	0.6657
0.144	3.7532	1156	0.5112	0.75	0.5112	0.7150
0.144	3.7597	1158	0.6170	0.6590	0.6170	0.7855
0.144	3.7662	1160	0.6705	0.6182	0.6705	0.8188
0.144	3.7727	1162	0.6162	0.6387	0.6162	0.7850
0.144	3.7792	1164	0.5302	0.7220	0.5302	0.7282
0.144	3.7857	1166	0.4652	0.7220	0.4652	0.6820
0.144	3.7922	1168	0.4364	0.75	0.4364	0.6606
0.144	3.7987	1170	0.4031	0.75	0.4031	0.6349
0.144	3.8052	1172	0.4006	0.8456	0.4006	0.6329
0.144	3.8117	1174	0.4353	0.75	0.4353	0.6598
0.144	3.8182	1176	0.4851	0.7083	0.4851	0.6965
0.144	3.8247	1178	0.5079	0.7083	0.5079	0.7127
0.144	3.8312	1180	0.4725	0.7220	0.4725	0.6874
0.144	3.8377	1182	0.4425	0.75	0.4425	0.6652
0.144	3.8442	1184	0.4006	0.7658	0.4006	0.6330
0.144	3.8506	1186	0.3535	0.8456	0.3535	0.5945
0.144	3.8571	1188	0.3278	0.8456	0.3278	0.5725
0.144	3.8636	1190	0.3066	0.8123	0.3066	0.5537
0.144	3.8701	1192	0.3140	0.8456	0.3140	0.5604
0.144	3.8766	1194	0.3392	0.8456	0.3392	0.5824
0.144	3.8831	1196	0.4110	0.7368	0.4110	0.6411
0.144	3.8896	1198	0.4842	0.7445	0.4842	0.6959
0.144	3.8961	1200	0.5059	0.6580	0.5059	0.7113
0.144	3.9026	1202	0.5012	0.6807	0.5012	0.7080
0.144	3.9091	1204	0.5542	0.6580	0.5542	0.7445
0.144	3.9156	1206	0.6083	0.6580	0.6083	0.7799
0.144	3.9221	1208	0.6230	0.6138	0.6230	0.7893
0.144	3.9286	1210	0.5987	0.6138	0.5987	0.7737
0.144	3.9351	1212	0.5941	0.6580	0.5941	0.7708
0.144	3.9416	1214	0.5874	0.7290	0.5874	0.7664
0.144	3.9481	1216	0.5497	0.7290	0.5497	0.7414
0.144	3.9545	1218	0.4770	0.7569	0.4770	0.6906
0.144	3.9610	1220	0.3897	0.7941	0.3897	0.6243
0.144	3.9675	1222	0.3551	0.7941	0.3551	0.5959
0.144	3.9740	1224	0.3246	0.8123	0.3246	0.5697
0.144	3.9805	1226	0.3255	0.7895	0.3255	0.5705
0.144	3.9870	1228	0.3679	0.7470	0.3679	0.6066
0.144	3.9935	1230	0.3921	0.7846	0.3921	0.6262
0.144	4.0	1232	0.3736	0.7846	0.3736	0.6113
0.144	4.0065	1234	0.3309	0.7470	0.3309	0.5753
0.144	4.0130	1236	0.3046	0.7529	0.3046	0.5519
0.144	4.0195	1238	0.3350	0.7895	0.3350	0.5788
0.144	4.0260	1240	0.3678	0.7895	0.3678	0.6065
0.144	4.0325	1242	0.3632	0.7941	0.3632	0.6027
0.144	4.0390	1244	0.3496	0.7709	0.3496	0.5913
0.144	4.0455	1246	0.3882	0.7709	0.3882	0.6230
0.144	4.0519	1248	0.4006	0.7709	0.4006	0.6329
0.144	4.0584	1250	0.3975	0.7709	0.3975	0.6305
0.144	4.0649	1252	0.4001	0.7895	0.4001	0.6326
0.144	4.0714	1254	0.4135	0.7895	0.4135	0.6430
0.144	4.0779	1256	0.3833	0.7895	0.3833	0.6191
0.144	4.0844	1258	0.3467	0.7895	0.3467	0.5888
0.144	4.0909	1260	0.3416	0.8078	0.3416	0.5844
0.144	4.0974	1262	0.3382	0.8078	0.3382	0.5815
0.144	4.1039	1264	0.3623	0.7895	0.3623	0.6019
0.144	4.1104	1266	0.4326	0.7895	0.4326	0.6577
0.144	4.1169	1268	0.5214	0.7425	0.5214	0.7221
0.144	4.1234	1270	0.5810	0.7425	0.5810	0.7622
0.144	4.1299	1272	0.5778	0.7425	0.5778	0.7601
0.144	4.1364	1274	0.5795	0.7425	0.5795	0.7612
0.144	4.1429	1276	0.5641	0.7425	0.5641	0.7511
0.144	4.1494	1278	0.5561	0.7425	0.5561	0.7457
0.144	4.1558	1280	0.5358	0.7425	0.5358	0.7320
0.144	4.1623	1282	0.4529	0.7425	0.4529	0.6730
0.144	4.1688	1284	0.3945	0.7569	0.3945	0.6281
0.144	4.1753	1286	0.3805	0.7895	0.3805	0.6169
0.144	4.1818	1288	0.3881	0.7895	0.3881	0.6230
0.144	4.1883	1290	0.4150	0.7895	0.4150	0.6442
0.144	4.1948	1292	0.4505	0.7220	0.4505	0.6712
0.144	4.2013	1294	0.4533	0.7220	0.4533	0.6732
0.144	4.2078	1296	0.4524	0.7220	0.4524	0.6726
0.144	4.2143	1298	0.4095	0.7220	0.4095	0.6399
0.144	4.2208	1300	0.4178	0.6784	0.4178	0.6463
0.144	4.2273	1302	0.4581	0.7220	0.4581	0.6768
0.144	4.2338	1304	0.4953	0.7425	0.4953	0.7038
0.144	4.2403	1306	0.5056	0.7425	0.5056	0.7111
0.144	4.2468	1308	0.5113	0.7425	0.5113	0.7151
0.144	4.2532	1310	0.4453	0.7220	0.4453	0.6673
0.144	4.2597	1312	0.3943	0.7895	0.3943	0.6279
0.144	4.2662	1314	0.3756	0.7895	0.3756	0.6129
0.144	4.2727	1316	0.3841	0.7895	0.3841	0.6198
0.144	4.2792	1318	0.4181	0.7895	0.4181	0.6466
0.144	4.2857	1320	0.4575	0.7220	0.4575	0.6764
0.144	4.2922	1322	0.5383	0.7425	0.5383	0.7337
0.144	4.2987	1324	0.5905	0.7021	0.5905	0.7684
0.144	4.3052	1326	0.5596	0.7425	0.5596	0.7480
0.144	4.3117	1328	0.5174	0.7425	0.5174	0.7193
0.144	4.3182	1330	0.4584	0.7273	0.4584	0.6771
0.144	4.3247	1332	0.4669	0.7273	0.4669	0.6833
0.144	4.3312	1334	0.4732	0.7273	0.4732	0.6879
0.144	4.3377	1336	0.4596	0.7063	0.4596	0.6780
0.144	4.3442	1338	0.4876	0.7063	0.4876	0.6983
0.144	4.3506	1340	0.5495	0.7267	0.5495	0.7413
0.144	4.3571	1342	0.6108	0.7263	0.6108	0.7815
0.144	4.3636	1344	0.6091	0.7273	0.6091	0.7804
0.144	4.3701	1346	0.5633	0.7016	0.5633	0.7506
0.144	4.3766	1348	0.5272	0.7219	0.5272	0.7261
0.144	4.3831	1350	0.4627	0.7219	0.4627	0.6802
0.144	4.3896	1352	0.4393	0.7354	0.4393	0.6628
0.144	4.3961	1354	0.4308	0.7354	0.4308	0.6563
0.144	4.4026	1356	0.4527	0.6807	0.4527	0.6728
0.144	4.4091	1358	0.4772	0.6689	0.4772	0.6908
0.144	4.4156	1360	0.5663	0.6689	0.5663	0.7525
0.144	4.4221	1362	0.6761	0.6627	0.6761	0.8223
0.144	4.4286	1364	0.6504	0.7380	0.6504	0.8065
0.144	4.4351	1366	0.5570	0.7217	0.5570	0.7463
0.144	4.4416	1368	0.5127	0.7217	0.5127	0.7161
0.144	4.4481	1370	0.5211	0.7407	0.5211	0.7219
0.144	4.4545	1372	0.5167	0.7407	0.5167	0.7188
0.144	4.4610	1374	0.4426	0.7569	0.4426	0.6653
0.144	4.4675	1376	0.3698	0.7895	0.3698	0.6081
0.144	4.4740	1378	0.3511	0.7829	0.3511	0.5925
0.144	4.4805	1380	0.3496	0.8078	0.3496	0.5912
0.144	4.4870	1382	0.3712	0.7895	0.3712	0.6092
0.144	4.4935	1384	0.3715	0.7895	0.3715	0.6095
0.144	4.5	1386	0.3977	0.7895	0.3977	0.6307
0.144	4.5065	1388	0.4317	0.7569	0.4317	0.6571
0.144	4.5130	1390	0.4484	0.7569	0.4484	0.6696
0.144	4.5195	1392	0.4730	0.7217	0.4730	0.6877
0.144	4.5260	1394	0.4910	0.7455	0.4910	0.7007
0.144	4.5325	1396	0.5132	0.7455	0.5132	0.7164
0.144	4.5390	1398	0.4901	0.7586	0.4901	0.7001
0.144	4.5455	1400	0.4759	0.7586	0.4759	0.6899
0.144	4.5519	1402	0.4718	0.7391	0.4718	0.6869
0.144	4.5584	1404	0.4291	0.7709	0.4291	0.6551
0.144	4.5649	1406	0.3817	0.7709	0.3817	0.6178
0.144	4.5714	1408	0.3676	0.7709	0.3676	0.6063
0.144	4.5779	1410	0.3896	0.7709	0.3896	0.6242
0.144	4.5844	1412	0.4271	0.7658	0.4271	0.6535
0.144	4.5909	1414	0.5136	0.7619	0.5136	0.7166
0.144	4.5974	1416	0.5525	0.7635	0.5525	0.7433
0.144	4.6039	1418	0.5002	0.7835	0.5002	0.7072
0.144	4.6104	1420	0.4136	0.7658	0.4136	0.6431
0.144	4.6169	1422	0.3614	0.7709	0.3614	0.6012
0.144	4.6234	1424	0.3348	0.7709	0.3348	0.5787
0.144	4.6299	1426	0.3509	0.7709	0.3509	0.5924
0.144	4.6364	1428	0.3622	0.7709	0.3622	0.6018
0.144	4.6429	1430	0.3315	0.7709	0.3315	0.5757
0.144	4.6494	1432	0.3044	0.8165	0.3044	0.5517
0.144	4.6558	1434	0.3028	0.8165	0.3028	0.5502
0.144	4.6623	1436	0.3046	0.8165	0.3046	0.5519
0.144	4.6688	1438	0.3092	0.8165	0.3092	0.5561
0.144	4.6753	1440	0.3314	0.7709	0.3314	0.5757
0.144	4.6818	1442	0.3667	0.7895	0.3667	0.6056
0.144	4.6883	1444	0.3941	0.7895	0.3941	0.6278
0.144	4.6948	1446	0.3795	0.7895	0.3795	0.6160
0.144	4.7013	1448	0.3872	0.7895	0.3872	0.6222
0.144	4.7078	1450	0.4041	0.8231	0.4041	0.6357
0.144	4.7143	1452	0.4202	0.7846	0.4202	0.6482
0.144	4.7208	1454	0.4151	0.7846	0.4151	0.6443
0.144	4.7273	1456	0.3837	0.8	0.3837	0.6194
0.144	4.7338	1458	0.3680	0.8	0.3680	0.6066
0.144	4.7403	1460	0.3827	0.8	0.3827	0.6186
0.144	4.7468	1462	0.4625	0.7835	0.4625	0.6801
0.144	4.7532	1464	0.5243	0.7219	0.5243	0.7241
0.144	4.7597	1466	0.5577	0.7217	0.5577	0.7468
0.144	4.7662	1468	0.5985	0.7217	0.5985	0.7736
0.144	4.7727	1470	0.6164	0.6818	0.6164	0.7851
0.144	4.7792	1472	0.5760	0.6818	0.5760	0.7589
0.144	4.7857	1474	0.4887	0.7217	0.4887	0.6991
0.144	4.7922	1476	0.4199	0.7835	0.4199	0.6480
0.144	4.7987	1478	0.4137	0.7835	0.4137	0.6432
0.144	4.8052	1480	0.4342	0.7835	0.4342	0.6589
0.144	4.8117	1482	0.4494	0.7835	0.4494	0.6704
0.144	4.8182	1484	0.4009	0.7835	0.4009	0.6332
0.144	4.8247	1486	0.3521	0.8	0.3521	0.5934
0.144	4.8312	1488	0.3438	0.8	0.3438	0.5864
0.144	4.8377	1490	0.3564	0.7835	0.3564	0.5970
0.144	4.8442	1492	0.3923	0.7835	0.3923	0.6263
0.144	4.8506	1494	0.4656	0.7219	0.4656	0.6823
0.144	4.8571	1496	0.6067	0.7407	0.6067	0.7789
0.144	4.8636	1498	0.6797	0.6222	0.6797	0.8244
0.0875	4.8701	1500	0.6660	0.6918	0.6660	0.8161
0.0875	4.8766	1502	0.5894	0.7425	0.5894	0.7677
0.0875	4.8831	1504	0.5272	0.7219	0.5272	0.7261
0.0875	4.8896	1506	0.5177	0.7219	0.5177	0.7195
0.0875	4.8961	1508	0.5267	0.7219	0.5267	0.7258
0.0875	4.9026	1510	0.5142	0.7219	0.5142	0.7171
0.0875	4.9091	1512	0.4982	0.7219	0.4982	0.7058
0.0875	4.9156	1514	0.5048	0.7219	0.5048	0.7105
0.0875	4.9221	1516	0.4702	0.7219	0.4702	0.6857
0.0875	4.9286	1518	0.4098	0.7835	0.4098	0.6401
0.0875	4.9351	1520	0.3687	0.7835	0.3687	0.6072
0.0875	4.9416	1522	0.3362	0.8	0.3362	0.5799
0.0875	4.9481	1524	0.3277	0.7829	0.3277	0.5724
0.0875	4.9545	1526	0.3447	0.8	0.3447	0.5871
0.0875	4.9610	1528	0.3883	0.7219	0.3883	0.6231
0.0875	4.9675	1530	0.4612	0.7219	0.4612	0.6791
0.0875	4.9740	1532	0.5584	0.6894	0.5584	0.7472
0.0875	4.9805	1534	0.5892	0.6894	0.5892	0.7676
0.0875	4.9870	1536	0.5621	0.7093	0.5621	0.7498
0.0875	4.9935	1538	0.5453	0.7093	0.5453	0.7384
0.0875	5.0	1540	0.5633	0.6689	0.5633	0.7505
0.0875	5.0065	1542	0.6126	0.6689	0.6126	0.7827
0.0875	5.0130	1544	0.6766	0.6222	0.6766	0.8225
0.0875	5.0195	1546	0.6579	0.6448	0.6579	0.8111
0.0875	5.0260	1548	0.6019	0.7101	0.6019	0.7758
0.0875	5.0325	1550	0.5188	0.7219	0.5188	0.7203
0.0875	5.0390	1552	0.4653	0.7016	0.4653	0.6822
0.0875	5.0455	1554	0.4504	0.7273	0.4504	0.6711
0.0875	5.0519	1556	0.4641	0.7273	0.4641	0.6813
0.0875	5.0584	1558	0.5096	0.7016	0.5096	0.7139
0.0875	5.0649	1560	0.5304	0.7217	0.5304	0.7283
0.0875	5.0714	1562	0.5452	0.7217	0.5452	0.7384
0.0875	5.0779	1564	0.5446	0.7217	0.5446	0.7380
0.0875	5.0844	1566	0.5518	0.7101	0.5518	0.7428
0.0875	5.0909	1568	0.5632	0.6921	0.5632	0.7505
0.0875	5.0974	1570	0.5326	0.6921	0.5326	0.7298
0.0875	5.1039	1572	0.5314	0.6899	0.5314	0.7290
0.0875	5.1104	1574	0.5172	0.7093	0.5172	0.7192
0.0875	5.1169	1576	0.4803	0.7093	0.4803	0.6931
0.0875	5.1234	1578	0.4502	0.6807	0.4502	0.6710
0.0875	5.1299	1580	0.4626	0.6894	0.4626	0.6801
0.0875	5.1364	1582	0.4767	0.7021	0.4767	0.6904
0.0875	5.1429	1584	0.4795	0.7159	0.4795	0.6924
0.0875	5.1494	1586	0.4952	0.7021	0.4952	0.7037
0.0875	5.1558	1588	0.5257	0.6894	0.5257	0.7251
0.0875	5.1623	1590	0.5201	0.6894	0.5201	0.7212
0.0875	5.1688	1592	0.5051	0.7021	0.5051	0.7107
0.0875	5.1753	1594	0.4860	0.7021	0.4860	0.6971
0.0875	5.1818	1596	0.4651	0.7021	0.4651	0.6820
0.0875	5.1883	1598	0.4573	0.7021	0.4573	0.6763
0.0875	5.1948	1600	0.4644	0.7021	0.4644	0.6814
0.0875	5.2013	1602	0.4760	0.7021	0.4760	0.6899
0.0875	5.2078	1604	0.5124	0.7021	0.5124	0.7158
0.0875	5.2143	1606	0.5267	0.7021	0.5267	0.7258
0.0875	5.2208	1608	0.5081	0.7021	0.5081	0.7128
0.0875	5.2273	1610	0.4794	0.6807	0.4794	0.6924
0.0875	5.2338	1612	0.4320	0.6807	0.4320	0.6573
0.0875	5.2403	1614	0.4002	0.7605	0.4002	0.6326
0.0875	5.2468	1616	0.4309	0.6807	0.4309	0.6564
0.0875	5.2532	1618	0.4558	0.6807	0.4558	0.6751
0.0875	5.2597	1620	0.4944	0.6807	0.4944	0.7032
0.0875	5.2662	1622	0.5423	0.6839	0.5423	0.7364
0.0875	5.2727	1624	0.5306	0.7217	0.5306	0.7284
0.0875	5.2792	1626	0.4727	0.7219	0.4727	0.6875
0.0875	5.2857	1628	0.3895	0.8	0.3895	0.6241
0.0875	5.2922	1630	0.3192	0.8	0.3192	0.5649
0.0875	5.2987	1632	0.3082	0.8	0.3082	0.5551
0.0875	5.3052	1634	0.3340	0.8	0.3340	0.5779
0.0875	5.3117	1636	0.3990	0.8231	0.3990	0.6316
0.0875	5.3182	1638	0.4721	0.7425	0.4721	0.6871
0.0875	5.3247	1640	0.5297	0.7425	0.5297	0.7278
0.0875	5.3312	1642	0.5458	0.7425	0.5458	0.7388
0.0875	5.3377	1644	0.4901	0.7425	0.4901	0.7001
0.0875	5.3442	1646	0.4580	0.7425	0.4580	0.6768
0.0875	5.3506	1648	0.4486	0.7425	0.4486	0.6698
0.0875	5.3571	1650	0.4319	0.7425	0.4319	0.6572
0.0875	5.3636	1652	0.3894	0.7425	0.3894	0.6240
0.0875	5.3701	1654	0.3609	0.8231	0.3609	0.6007
0.0875	5.3766	1656	0.3588	0.8231	0.3588	0.5990
0.0875	5.3831	1658	0.3607	0.8231	0.3607	0.6006
0.0875	5.3896	1660	0.3678	0.8231	0.3678	0.6064
0.0875	5.3961	1662	0.3697	0.7846	0.3697	0.6080
0.0875	5.4026	1664	0.3555	0.7846	0.3555	0.5962
0.0875	5.4091	1666	0.3234	0.8231	0.3234	0.5687
0.0875	5.4156	1668	0.2945	0.8269	0.2945	0.5427
0.0875	5.4221	1670	0.2788	0.7941	0.2788	0.5280
0.0875	5.4286	1672	0.2847	0.7941	0.2847	0.5335
0.0875	5.4351	1674	0.3124	0.8269	0.3124	0.5589
0.0875	5.4416	1676	0.3431	0.8269	0.3431	0.5858
0.0875	5.4481	1678	0.3789	0.8095	0.3789	0.6155
0.0875	5.4545	1680	0.4142	0.7219	0.4142	0.6436
0.0875	5.4610	1682	0.4533	0.7425	0.4533	0.6733
0.0875	5.4675	1684	0.4667	0.7425	0.4667	0.6831
0.0875	5.4740	1686	0.4547	0.7425	0.4547	0.6743
0.0875	5.4805	1688	0.4051	0.7425	0.4051	0.6365
0.0875	5.4870	1690	0.3500	0.8042	0.3500	0.5916
0.0875	5.4935	1692	0.3365	0.8042	0.3365	0.5801
0.0875	5.5	1694	0.3649	0.8	0.3649	0.6041
0.0875	5.5065	1696	0.4152	0.7425	0.4152	0.6444
0.0875	5.5130	1698	0.4476	0.7425	0.4476	0.6690
0.0875	5.5195	1700	0.4761	0.7425	0.4761	0.6900
0.0875	5.5260	1702	0.4689	0.7425	0.4689	0.6848
0.0875	5.5325	1704	0.5020	0.7407	0.5020	0.7085
0.0875	5.5390	1706	0.4938	0.7407	0.4938	0.7027
0.0875	5.5455	1708	0.4816	0.7425	0.4816	0.6940
0.0875	5.5519	1710	0.4440	0.7425	0.4440	0.6664
0.0875	5.5584	1712	0.3741	0.8	0.3741	0.6116
0.0875	5.5649	1714	0.3375	0.7774	0.3375	0.5809
0.0875	5.5714	1716	0.3413	0.7774	0.3413	0.5842
0.0875	5.5779	1718	0.3834	0.7354	0.3834	0.6192
0.0875	5.5844	1720	0.4016	0.7354	0.4016	0.6337
0.0875	5.5909	1722	0.4073	0.7354	0.4073	0.6382
0.0875	5.5974	1724	0.3820	0.8	0.3820	0.6181
0.0875	5.6039	1726	0.3816	0.8	0.3816	0.6177
0.0875	5.6104	1728	0.3792	0.8231	0.3792	0.6158
0.0875	5.6169	1730	0.3666	0.8231	0.3666	0.6055
0.0875	5.6234	1732	0.3535	0.8231	0.3535	0.5946
0.0875	5.6299	1734	0.3781	0.8231	0.3781	0.6149
0.0875	5.6364	1736	0.4092	0.7569	0.4092	0.6397
0.0875	5.6429	1738	0.3945	0.8231	0.3945	0.6281
0.0875	5.6494	1740	0.3562	0.8231	0.3562	0.5969
0.0875	5.6558	1742	0.3406	0.8231	0.3406	0.5836
0.0875	5.6623	1744	0.3338	0.8231	0.3338	0.5777
0.0875	5.6688	1746	0.3551	0.8231	0.3551	0.5959
0.0875	5.6753	1748	0.3934	0.7846	0.3934	0.6272
0.0875	5.6818	1750	0.3839	0.7407	0.3839	0.6196
0.0875	5.6883	1752	0.3692	0.7407	0.3692	0.6076
0.0875	5.6948	1754	0.3904	0.7846	0.3904	0.6248
0.0875	5.7013	1756	0.3945	0.8231	0.3945	0.6281
0.0875	5.7078	1758	0.3869	0.7569	0.3869	0.6220
0.0875	5.7143	1760	0.3668	0.7569	0.3668	0.6057
0.0875	5.7208	1762	0.3670	0.7569	0.3670	0.6058
0.0875	5.7273	1764	0.3615	0.7354	0.3615	0.6012
0.0875	5.7338	1766	0.3803	0.7219	0.3803	0.6167
0.0875	5.7403	1768	0.3934	0.7219	0.3934	0.6272
0.0875	5.7468	1770	0.3937	0.7219	0.3937	0.6274
0.0875	5.7532	1772	0.3737	0.7475	0.3737	0.6113
0.0875	5.7597	1774	0.3460	0.8042	0.3460	0.5883
0.0875	5.7662	1776	0.3511	0.8042	0.3511	0.5925
0.0875	5.7727	1778	0.3640	0.8042	0.3640	0.6034
0.0875	5.7792	1780	0.3904	0.7273	0.3904	0.6249
0.0875	5.7857	1782	0.4226	0.7273	0.4226	0.6501
0.0875	5.7922	1784	0.4644	0.7219	0.4644	0.6815
0.0875	5.7987	1786	0.4945	0.7219	0.4945	0.7032
0.0875	5.8052	1788	0.5027	0.7219	0.5027	0.7090
0.0875	5.8117	1790	0.4910	0.7219	0.4910	0.7007
0.0875	5.8182	1792	0.4793	0.7219	0.4793	0.6923
0.0875	5.8247	1794	0.4708	0.7219	0.4708	0.6861
0.0875	5.8312	1796	0.4488	0.7016	0.4488	0.6699
0.0875	5.8377	1798	0.4369	0.7016	0.4369	0.6610
0.0875	5.8442	1800	0.4358	0.7016	0.4358	0.6602
0.0875	5.8506	1802	0.4663	0.7219	0.4663	0.6828
0.0875	5.8571	1804	0.4698	0.7219	0.4698	0.6854
0.0875	5.8636	1806	0.4830	0.7425	0.4830	0.6950
0.0875	5.8701	1808	0.4434	0.7219	0.4434	0.6659
0.0875	5.8766	1810	0.3833	0.7016	0.3833	0.6191
0.0875	5.8831	1812	0.3436	0.8042	0.3436	0.5862
0.0875	5.8896	1814	0.3329	0.8042	0.3329	0.5770
0.0875	5.8961	1816	0.3456	0.8042	0.3456	0.5879
0.0875	5.9026	1818	0.3817	0.7273	0.3817	0.6178
0.0875	5.9091	1820	0.4221	0.7016	0.4221	0.6497
0.0875	5.9156	1822	0.4482	0.7016	0.4482	0.6695
0.0875	5.9221	1824	0.4501	0.7016	0.4501	0.6709
0.0875	5.9286	1826	0.4441	0.7219	0.4441	0.6664
0.0875	5.9351	1828	0.4404	0.7425	0.4404	0.6636
0.0875	5.9416	1830	0.4289	0.7425	0.4289	0.6549
0.0875	5.9481	1832	0.3819	0.7219	0.3819	0.6180
0.0875	5.9545	1834	0.3609	0.7016	0.3609	0.6007
0.0875	5.9610	1836	0.3663	0.7016	0.3663	0.6052
0.0875	5.9675	1838	0.4087	0.7425	0.4087	0.6393
0.0875	5.9740	1840	0.4766	0.7425	0.4766	0.6904
0.0875	5.9805	1842	0.5482	0.7021	0.5482	0.7404
0.0875	5.9870	1844	0.5900	0.6449	0.5900	0.7681
0.0875	5.9935	1846	0.5868	0.6449	0.5868	0.7660
0.0875	6.0	1848	0.5538	0.7425	0.5538	0.7442
0.0875	6.0065	1850	0.5302	0.7425	0.5302	0.7281
0.0875	6.0130	1852	0.4818	0.7425	0.4818	0.6941
0.0875	6.0195	1854	0.4260	0.7219	0.4260	0.6527
0.0875	6.0260	1856	0.3977	0.7445	0.3977	0.6306
0.0875	6.0325	1858	0.4041	0.7675	0.4041	0.6357
0.0875	6.0390	1860	0.4383	0.7244	0.4383	0.6620
0.0875	6.0455	1862	0.4850	0.6566	0.4850	0.6965
0.0875	6.0519	1864	0.5056	0.5725	0.5056	0.7110
0.0875	6.0584	1866	0.4936	0.6375	0.4936	0.7026
0.0875	6.0649	1868	0.4572	0.7244	0.4572	0.6762
0.0875	6.0714	1870	0.4418	0.7407	0.4418	0.6647
0.0875	6.0779	1872	0.4457	0.7244	0.4457	0.6676
0.0875	6.0844	1874	0.4511	0.7244	0.4511	0.6716
0.0875	6.0909	1876	0.4300	0.7244	0.4300	0.6557
0.0875	6.0974	1878	0.4179	0.7244	0.4179	0.6465
0.0875	6.1039	1880	0.4220	0.7244	0.4220	0.6496
0.0875	6.1104	1882	0.4328	0.7244	0.4328	0.6578
0.0875	6.1169	1884	0.4499	0.6566	0.4499	0.6708
0.0875	6.1234	1886	0.4834	0.6566	0.4834	0.6953
0.0875	6.1299	1888	0.4808	0.6566	0.4808	0.6934
0.0875	6.1364	1890	0.4663	0.6566	0.4663	0.6829
0.0875	6.1429	1892	0.4362	0.6566	0.4362	0.6604
0.0875	6.1494	1894	0.3996	0.8056	0.3996	0.6321
0.0875	6.1558	1896	0.3882	0.8056	0.3882	0.6230
0.0875	6.1623	1898	0.3894	0.8056	0.3894	0.6241
0.0875	6.1688	1900	0.3963	0.8056	0.3963	0.6295
0.0875	6.1753	1902	0.4096	0.7219	0.4096	0.6400
0.0875	6.1818	1904	0.4182	0.7219	0.4182	0.6467
0.0875	6.1883	1906	0.3963	0.7835	0.3963	0.6295
0.0875	6.1948	1908	0.3712	0.7835	0.3712	0.6093
0.0875	6.2013	1910	0.3579	0.8	0.3579	0.5982
0.0875	6.2078	1912	0.3481	0.8	0.3481	0.5900
0.0875	6.2143	1914	0.3502	0.8	0.3502	0.5918
0.0875	6.2208	1916	0.3675	0.7835	0.3675	0.6062
0.0875	6.2273	1918	0.4108	0.7835	0.4108	0.6410
0.0875	6.2338	1920	0.4695	0.7425	0.4695	0.6852
0.0875	6.2403	1922	0.4900	0.7425	0.4900	0.7000
0.0875	6.2468	1924	0.4718	0.7219	0.4718	0.6868
0.0875	6.2532	1926	0.4376	0.7219	0.4376	0.6615
0.0875	6.2597	1928	0.3900	0.7835	0.3900	0.6245
0.0875	6.2662	1930	0.3657	0.7835	0.3657	0.6048
0.0875	6.2727	1932	0.3600	0.7835	0.3600	0.6000
0.0875	6.2792	1934	0.3666	0.7835	0.3666	0.6055
0.0875	6.2857	1936	0.3967	0.7219	0.3967	0.6298
0.0875	6.2922	1938	0.4264	0.7219	0.4264	0.6530
0.0875	6.2987	1940	0.4840	0.7219	0.4840	0.6957
0.0875	6.3052	1942	0.5516	0.7036	0.5516	0.7427
0.0875	6.3117	1944	0.5743	0.6621	0.5743	0.7578
0.0875	6.3182	1946	0.5566	0.6621	0.5566	0.7461
0.0875	6.3247	1948	0.5136	0.6343	0.5136	0.7167
0.0875	6.3312	1950	0.4948	0.6343	0.4948	0.7034
0.0875	6.3377	1952	0.4509	0.6343	0.4509	0.6715
0.0875	6.3442	1954	0.4408	0.6693	0.4408	0.6639
0.0875	6.3506	1956	0.4588	0.6566	0.4588	0.6773
0.0875	6.3571	1958	0.4972	0.6566	0.4972	0.7051
0.0875	6.3636	1960	0.5427	0.6566	0.5427	0.7367
0.0875	6.3701	1962	0.5895	0.6566	0.5895	0.7678
0.0875	6.3766	1964	0.6631	0.6512	0.6631	0.8143
0.0875	6.3831	1966	0.6866	0.5772	0.6866	0.8286
0.0875	6.3896	1968	0.6411	0.6512	0.6411	0.8007
0.0875	6.3961	1970	0.5747	0.7021	0.5747	0.7581
0.0875	6.4026	1972	0.4955	0.7425	0.4955	0.7039
0.0875	6.4091	1974	0.4538	0.7219	0.4538	0.6736
0.0875	6.4156	1976	0.4005	0.7219	0.4005	0.6329
0.0875	6.4221	1978	0.3581	0.8304	0.3581	0.5984
0.0875	6.4286	1980	0.3264	0.7986	0.3264	0.5713
0.0875	6.4351	1982	0.3143	0.7986	0.3143	0.5606
0.0875	6.4416	1984	0.3280	0.7986	0.3280	0.5727
0.0875	6.4481	1986	0.3679	0.8133	0.3679	0.6066
0.0875	6.4545	1988	0.4429	0.7835	0.4429	0.6655
0.0875	6.4610	1990	0.5017	0.7217	0.5017	0.7083
0.0875	6.4675	1992	0.5281	0.7407	0.5281	0.7267
0.0875	6.4740	1994	0.5145	0.7407	0.5145	0.7173
0.0875	6.4805	1996	0.4741	0.7217	0.4741	0.6885
0.0875	6.4870	1998	0.4076	0.7835	0.4076	0.6385
0.0644	6.4935	2000	0.3717	0.8133	0.3717	0.6096
0.0644	6.5	2002	0.3701	0.8304	0.3701	0.6083
0.0644	6.5065	2004	0.3587	0.7986	0.3587	0.5990
0.0644	6.5130	2006	0.3707	0.7986	0.3707	0.6089
0.0644	6.5195	2008	0.3861	0.8042	0.3861	0.6214
0.0644	6.5260	2010	0.3953	0.7879	0.3953	0.6287
0.0644	6.5325	2012	0.4216	0.8133	0.4216	0.6493
0.0644	6.5390	2014	0.4343	0.8133	0.4343	0.6590
0.0644	6.5455	2016	0.4167	0.8133	0.4167	0.6455
0.0644	6.5519	2018	0.3987	0.8133	0.3987	0.6314
0.0644	6.5584	2020	0.4060	0.8133	0.4060	0.6372
0.0644	6.5649	2022	0.4423	0.7879	0.4423	0.6651
0.0644	6.5714	2024	0.4778	0.7475	0.4778	0.6912
0.0644	6.5779	2026	0.4721	0.7475	0.4721	0.6871
0.0644	6.5844	2028	0.4522	0.7475	0.4522	0.6724
0.0644	6.5909	2030	0.4485	0.7475	0.4485	0.6697
0.0644	6.5974	2032	0.4379	0.8095	0.4379	0.6617
0.0644	6.6039	2034	0.4313	0.8095	0.4313	0.6568
0.0644	6.6104	2036	0.4274	0.8095	0.4274	0.6538
0.0644	6.6169	2038	0.4250	0.7835	0.4250	0.6519
0.0644	6.6234	2040	0.4339	0.7445	0.4339	0.6587
0.0644	6.6299	2042	0.4593	0.7675	0.4593	0.6777
0.0644	6.6364	2044	0.5101	0.6566	0.5101	0.7142
0.0644	6.6429	2046	0.5358	0.6566	0.5358	0.7320
0.0644	6.6494	2048	0.5661	0.6449	0.5661	0.7524
0.0644	6.6558	2050	0.5946	0.6449	0.5946	0.7711
0.0644	6.6623	2052	0.6018	0.6449	0.6018	0.7757
0.0644	6.6688	2054	0.6107	0.5641	0.6107	0.7815
0.0644	6.6753	2056	0.5831	0.5641	0.5831	0.7636
0.0644	6.6818	2058	0.5221	0.6566	0.5221	0.7226
0.0644	6.6883	2060	0.4745	0.7021	0.4745	0.6889
0.0644	6.6948	2062	0.4401	0.7425	0.4401	0.6634
0.0644	6.7013	2064	0.4382	0.7425	0.4382	0.6619
0.0644	6.7078	2066	0.4519	0.7425	0.4519	0.6723
0.0644	6.7143	2068	0.4895	0.7425	0.4895	0.6996
0.0644	6.7208	2070	0.5186	0.7425	0.5186	0.7201
0.0644	6.7273	2072	0.5544	0.6580	0.5544	0.7446
0.0644	6.7338	2074	0.5526	0.6580	0.5526	0.7433
0.0644	6.7403	2076	0.5258	0.7425	0.5258	0.7251
0.0644	6.7468	2078	0.5212	0.7425	0.5212	0.7219
0.0644	6.7532	2080	0.4984	0.7425	0.4984	0.7060
0.0644	6.7597	2082	0.4864	0.7425	0.4864	0.6974
0.0644	6.7662	2084	0.4625	0.7425	0.4625	0.6801
0.0644	6.7727	2086	0.4430	0.7425	0.4430	0.6656
0.0644	6.7792	2088	0.4245	0.8231	0.4245	0.6515
0.0644	6.7857	2090	0.4144	0.8	0.4144	0.6437
0.0644	6.7922	2092	0.4250	0.7219	0.4250	0.6519
0.0644	6.7987	2094	0.4602	0.7425	0.4602	0.6784
0.0644	6.8052	2096	0.4975	0.7425	0.4975	0.7053
0.0644	6.8117	2098	0.5694	0.7290	0.5694	0.7546
0.0644	6.8182	2100	0.6322	0.7290	0.6322	0.7951
0.0644	6.8247	2102	0.6486	0.6449	0.6486	0.8053
0.0644	6.8312	2104	0.6041	0.6449	0.6041	0.7772
0.0644	6.8377	2106	0.5218	0.6566	0.5218	0.7224
0.0644	6.8442	2108	0.4399	0.7244	0.4399	0.6632
0.0644	6.8506	2110	0.3813	0.7846	0.3813	0.6175
0.0644	6.8571	2112	0.3534	0.7846	0.3534	0.5945
0.0644	6.8636	2114	0.3388	0.8032	0.3388	0.5820
0.0644	6.8701	2116	0.3359	0.8032	0.3359	0.5796
0.0644	6.8766	2118	0.3535	0.7846	0.3535	0.5945
0.0644	6.8831	2120	0.3664	0.8231	0.3664	0.6053
0.0644	6.8896	2122	0.3787	0.8231	0.3787	0.6154
0.0644	6.8961	2124	0.3854	0.8231	0.3854	0.6208
0.0644	6.9026	2126	0.3857	0.8231	0.3857	0.6211
0.0644	6.9091	2128	0.3914	0.8056	0.3914	0.6256
0.0644	6.9156	2130	0.4066	0.8056	0.4066	0.6376
0.0644	6.9221	2132	0.4482	0.7425	0.4482	0.6695
0.0644	6.9286	2134	0.4757	0.7290	0.4757	0.6897
0.0644	6.9351	2136	0.4750	0.6894	0.4750	0.6892
0.0644	6.9416	2138	0.4630	0.6894	0.4630	0.6805
0.0644	6.9481	2140	0.4612	0.6894	0.4612	0.6791
0.0644	6.9545	2142	0.4510	0.6894	0.4510	0.6716
0.0644	6.9610	2144	0.4474	0.7518	0.4474	0.6689
0.0644	6.9675	2146	0.4266	0.7675	0.4266	0.6532
0.0644	6.9740	2148	0.4031	0.8231	0.4031	0.6349
0.0644	6.9805	2150	0.3987	0.8231	0.3987	0.6315
0.0644	6.9870	2152	0.3949	0.8	0.3949	0.6284
0.0644	6.9935	2154	0.4118	0.8	0.4118	0.6417
0.0644	7.0	2156	0.4442	0.8056	0.4442	0.6665
0.0644	7.0065	2158	0.4561	0.7290	0.4561	0.6753
0.0644	7.0130	2160	0.4499	0.7290	0.4499	0.6707
0.0644	7.0195	2162	0.4573	0.6449	0.4573	0.6762
0.0644	7.0260	2164	0.4690	0.6449	0.4690	0.6848
0.0644	7.0325	2166	0.4848	0.6449	0.4848	0.6963
0.0644	7.0390	2168	0.4859	0.6449	0.4859	0.6971
0.0644	7.0455	2170	0.5154	0.6449	0.5154	0.7179
0.0644	7.0519	2172	0.5607	0.6449	0.5607	0.7488
0.0644	7.0584	2174	0.6136	0.6449	0.6136	0.7833
0.0644	7.0649	2176	0.6227	0.6449	0.6227	0.7891
0.0644	7.0714	2178	0.5983	0.6449	0.5983	0.7735
0.0644	7.0779	2180	0.5471	0.6449	0.5471	0.7397
0.0644	7.0844	2182	0.4876	0.6894	0.4876	0.6983
0.0644	7.0909	2184	0.4478	0.7518	0.4478	0.6692
0.0644	7.0974	2186	0.4054	0.8	0.4054	0.6367
0.0644	7.1039	2188	0.3834	0.8	0.3834	0.6192
0.0644	7.1104	2190	0.3879	0.8	0.3879	0.6228
0.0644	7.1169	2192	0.3896	0.8	0.3896	0.6242
0.0644	7.1234	2194	0.3988	0.8	0.3988	0.6315
0.0644	7.1299	2196	0.4047	0.7846	0.4047	0.6362
0.0644	7.1364	2198	0.4108	0.7846	0.4108	0.6409
0.0644	7.1429	2200	0.3924	0.8231	0.3924	0.6264
0.0644	7.1494	2202	0.3816	0.8231	0.3816	0.6177
0.0644	7.1558	2204	0.3732	0.8231	0.3732	0.6109
0.0644	7.1623	2206	0.3804	0.8231	0.3804	0.6168
0.0644	7.1688	2208	0.3848	0.8231	0.3848	0.6203
0.0644	7.1753	2210	0.4025	0.8231	0.4025	0.6344
0.0644	7.1818	2212	0.4144	0.7846	0.4144	0.6438
0.0644	7.1883	2214	0.4426	0.7675	0.4426	0.6653
0.0644	7.1948	2216	0.4884	0.6894	0.4884	0.6989
0.0644	7.2013	2218	0.5535	0.6894	0.5535	0.7439
0.0644	7.2078	2220	0.5986	0.6138	0.5986	0.7737
0.0644	7.2143	2222	0.6229	0.6138	0.6229	0.7892
0.0644	7.2208	2224	0.6188	0.6138	0.6188	0.7866
0.0644	7.2273	2226	0.5955	0.6894	0.5955	0.7717
0.0644	7.2338	2228	0.5541	0.7290	0.5541	0.7444
0.0644	7.2403	2230	0.4933	0.7290	0.4933	0.7023
0.0644	7.2468	2232	0.4604	0.7425	0.4604	0.6786
0.0644	7.2532	2234	0.4308	0.7219	0.4308	0.6563
0.0644	7.2597	2236	0.4120	0.7835	0.4120	0.6419
0.0644	7.2662	2238	0.4030	0.7835	0.4030	0.6348
0.0644	7.2727	2240	0.3859	0.7835	0.3859	0.6212
0.0644	7.2792	2242	0.3685	0.7835	0.3685	0.6070
0.0644	7.2857	2244	0.3723	0.7835	0.3723	0.6101
0.0644	7.2922	2246	0.3801	0.8056	0.3801	0.6165
0.0644	7.2987	2248	0.4013	0.8056	0.4013	0.6335
0.0644	7.3052	2250	0.4327	0.8056	0.4327	0.6578
0.0644	7.3117	2252	0.4629	0.7021	0.4629	0.6803
0.0644	7.3182	2254	0.4875	0.6566	0.4875	0.6982
0.0644	7.3247	2256	0.5140	0.6566	0.5140	0.7170
0.0644	7.3312	2258	0.5063	0.6566	0.5063	0.7115
0.0644	7.3377	2260	0.4940	0.6566	0.4940	0.7029
0.0644	7.3442	2262	0.4867	0.7021	0.4867	0.6976
0.0644	7.3506	2264	0.4606	0.7425	0.4606	0.6786
0.0644	7.3571	2266	0.4248	0.8056	0.4248	0.6518
0.0644	7.3636	2268	0.3881	0.8056	0.3881	0.6229
0.0644	7.3701	2270	0.3720	0.8056	0.3720	0.6099
0.0644	7.3766	2272	0.3753	0.8056	0.3753	0.6126
0.0644	7.3831	2274	0.3836	0.8056	0.3836	0.6193
0.0644	7.3896	2276	0.3994	0.8056	0.3994	0.6320
0.0644	7.3961	2278	0.4007	0.7675	0.4007	0.6330
0.0644	7.4026	2280	0.3906	0.7675	0.3906	0.6249
0.0644	7.4091	2282	0.3958	0.8056	0.3958	0.6292
0.0644	7.4156	2284	0.4083	0.8056	0.4083	0.6390
0.0644	7.4221	2286	0.4245	0.8056	0.4245	0.6515
0.0644	7.4286	2288	0.4247	0.8056	0.4247	0.6517
0.0644	7.4351	2290	0.3957	0.8056	0.3957	0.6290
0.0644	7.4416	2292	0.3545	0.8056	0.3545	0.5954
0.0644	7.4481	2294	0.3214	0.8042	0.3214	0.5669
0.0644	7.4545	2296	0.3127	0.8304	0.3127	0.5592
0.0644	7.4610	2298	0.3128	0.8304	0.3128	0.5593
0.0644	7.4675	2300	0.3287	0.8133	0.3287	0.5734
0.0644	7.4740	2302	0.3521	0.8133	0.3521	0.5934
0.0644	7.4805	2304	0.3820	0.8133	0.3820	0.6180
0.0644	7.4870	2306	0.4139	0.7619	0.4139	0.6433
0.0644	7.4935	2308	0.4416	0.7835	0.4416	0.6645
0.0644	7.5	2310	0.4552	0.7219	0.4552	0.6747
0.0644	7.5065	2312	0.4581	0.7219	0.4581	0.6768
0.0644	7.5130	2314	0.4584	0.7219	0.4584	0.6771
0.0644	7.5195	2316	0.4657	0.7475	0.4657	0.6824
0.0644	7.5260	2318	0.4566	0.7273	0.4566	0.6757
0.0644	7.5325	2320	0.4326	0.7879	0.4326	0.6577
0.0644	7.5390	2322	0.4151	0.8133	0.4151	0.6443
0.0644	7.5455	2324	0.4174	0.8133	0.4174	0.6461
0.0644	7.5519	2326	0.4348	0.8133	0.4348	0.6594
0.0644	7.5584	2328	0.4518	0.7273	0.4518	0.6722
0.0644	7.5649	2330	0.4754	0.7273	0.4754	0.6895
0.0644	7.5714	2332	0.5249	0.6894	0.5249	0.7245
0.0644	7.5779	2334	0.5624	0.6894	0.5624	0.7500
0.0644	7.5844	2336	0.5652	0.6894	0.5652	0.7518
0.0644	7.5909	2338	0.5596	0.6894	0.5596	0.7481
0.0644	7.5974	2340	0.5315	0.6894	0.5315	0.7291
0.0644	7.6039	2342	0.4790	0.7021	0.4790	0.6921
0.0644	7.6104	2344	0.4206	0.7021	0.4206	0.6485
0.0644	7.6169	2346	0.3920	0.7726	0.3920	0.6261
0.0644	7.6234	2348	0.3751	0.7726	0.3751	0.6125
0.0644	7.6299	2350	0.3756	0.7726	0.3756	0.6128
0.0644	7.6364	2352	0.3892	0.7675	0.3892	0.6238
0.0644	7.6429	2354	0.4247	0.7675	0.4247	0.6517
0.0644	7.6494	2356	0.4802	0.7021	0.4802	0.6930
0.0644	7.6558	2358	0.5327	0.6894	0.5327	0.7299
0.0644	7.6623	2360	0.5611	0.6449	0.5611	0.7491
0.0644	7.6688	2362	0.5819	0.6449	0.5819	0.7628
0.0644	7.6753	2364	0.5752	0.6449	0.5752	0.7584
0.0644	7.6818	2366	0.5524	0.6894	0.5524	0.7432
0.0644	7.6883	2368	0.5569	0.6894	0.5569	0.7463
0.0644	7.6948	2370	0.5629	0.6894	0.5629	0.7503
0.0644	7.7013	2372	0.5685	0.6894	0.5685	0.7540
0.0644	7.7078	2374	0.5528	0.6894	0.5528	0.7435
0.0644	7.7143	2376	0.5377	0.6894	0.5377	0.7333
0.0644	7.7208	2378	0.5090	0.7425	0.5090	0.7135
0.0644	7.7273	2380	0.4731	0.7425	0.4731	0.6878
0.0644	7.7338	2382	0.4612	0.7425	0.4612	0.6791
0.0644	7.7403	2384	0.4626	0.7425	0.4626	0.6801
0.0644	7.7468	2386	0.4711	0.7425	0.4711	0.6864
0.0644	7.7532	2388	0.4763	0.7425	0.4763	0.6901
0.0644	7.7597	2390	0.4660	0.7425	0.4660	0.6827
0.0644	7.7662	2392	0.4717	0.7425	0.4717	0.6868
0.0644	7.7727	2394	0.4803	0.7425	0.4803	0.6930
0.0644	7.7792	2396	0.4826	0.7425	0.4826	0.6947
0.0644	7.7857	2398	0.4821	0.7425	0.4821	0.6943
0.0644	7.7922	2400	0.4559	0.8056	0.4559	0.6752
0.0644	7.7987	2402	0.4262	0.8056	0.4262	0.6528
0.0644	7.8052	2404	0.4222	0.8056	0.4222	0.6498
0.0644	7.8117	2406	0.4179	0.8056	0.4179	0.6465
0.0644	7.8182	2408	0.4141	0.8056	0.4141	0.6435
0.0644	7.8247	2410	0.4100	0.8056	0.4100	0.6403
0.0644	7.8312	2412	0.3941	0.8056	0.3941	0.6278
0.0644	7.8377	2414	0.3816	0.8056	0.3816	0.6177
0.0644	7.8442	2416	0.3719	0.8231	0.3719	0.6098
0.0644	7.8506	2418	0.3507	0.8231	0.3507	0.5922
0.0644	7.8571	2420	0.3361	0.8231	0.3361	0.5797
0.0644	7.8636	2422	0.3228	0.7709	0.3228	0.5682
0.0644	7.8701	2424	0.3140	0.7709	0.3140	0.5604
0.0644	7.8766	2426	0.3128	0.7709	0.3128	0.5593
0.0644	7.8831	2428	0.3194	0.7709	0.3194	0.5651
0.0644	7.8896	2430	0.3427	0.8	0.3427	0.5854
0.0644	7.8961	2432	0.3626	0.8056	0.3626	0.6021
0.0644	7.9026	2434	0.3805	0.8056	0.3805	0.6168
0.0644	7.9091	2436	0.4098	0.8056	0.4098	0.6401
0.0644	7.9156	2438	0.4487	0.8056	0.4487	0.6699
0.0644	7.9221	2440	0.4928	0.7425	0.4928	0.7020
0.0644	7.9286	2442	0.5375	0.7425	0.5375	0.7332
0.0644	7.9351	2444	0.5507	0.7425	0.5507	0.7421
0.0644	7.9416	2446	0.5373	0.7425	0.5373	0.7330
0.0644	7.9481	2448	0.5269	0.7425	0.5269	0.7259
0.0644	7.9545	2450	0.5059	0.7425	0.5059	0.7112
0.0644	7.9610	2452	0.4729	0.7425	0.4729	0.6877
0.0644	7.9675	2454	0.4583	0.7425	0.4583	0.6770
0.0644	7.9740	2456	0.4464	0.8056	0.4464	0.6682
0.0644	7.9805	2458	0.4293	0.8056	0.4293	0.6552
0.0644	7.9870	2460	0.4177	0.7675	0.4177	0.6463
0.0644	7.9935	2462	0.3974	0.7244	0.3974	0.6304
0.0644	8.0	2464	0.3736	0.7244	0.3736	0.6113
0.0644	8.0065	2466	0.3625	0.7407	0.3625	0.6021
0.0644	8.0130	2468	0.3632	0.7407	0.3632	0.6027
0.0644	8.0195	2470	0.3790	0.7244	0.3790	0.6156

The model card is truncated. Read the rest on Hugging Face.

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 27, 2024
Updated: Nov 28, 2024