Arabic_FineTuningAraBERT_AugV0_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: 0.4071
• Qwk: 0.7529
• Mse: 0.4071
• Rmse: 0.6381

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	0.0127	2	2.1667	0.0417	2.1667	1.4720
No log	0.0253	4	1.0499	-0.0721	1.0499	1.0247
No log	0.0380	6	0.8166	0.2486	0.8166	0.9036
No log	0.0506	8	0.8842	0.0	0.8842	0.9403
No log	0.0633	10	0.9302	0.0	0.9302	0.9645
No log	0.0759	12	1.0089	0.0	1.0089	1.0045
No log	0.0886	14	1.0354	0.0123	1.0354	1.0175
No log	0.1013	16	1.0333	0.1149	1.0333	1.0165
No log	0.1139	18	1.0051	0.0123	1.0051	1.0026
No log	0.1266	20	0.9761	-0.0255	0.9761	0.9880
No log	0.1392	22	0.9869	0.0	0.9869	0.9934
No log	0.1519	24	0.9878	0.0	0.9878	0.9939
No log	0.1646	26	1.0118	0.2888	1.0118	1.0059
No log	0.1772	28	1.1101	0.2364	1.1101	1.0536
No log	0.1899	30	1.0156	0.2139	1.0156	1.0078
No log	0.2025	32	0.8983	0.0	0.8983	0.9478
No log	0.2152	34	0.8558	0.125	0.8558	0.9251
No log	0.2278	36	0.8357	0.1840	0.8357	0.9142
No log	0.2405	38	0.9382	0.2632	0.9382	0.9686
No log	0.2532	40	0.9885	0.1415	0.9885	0.9942
No log	0.2658	42	0.9106	0.2899	0.9106	0.9543
No log	0.2785	44	0.8070	0.4455	0.8070	0.8983
No log	0.2911	46	0.7642	0.4227	0.7642	0.8742
No log	0.3038	48	0.8443	0.4286	0.8443	0.9188
No log	0.3165	50	1.0010	0.1627	1.0010	1.0005
No log	0.3291	52	0.9574	0.1627	0.9574	0.9785
No log	0.3418	54	0.8760	0.4080	0.8760	0.9359
No log	0.3544	56	0.9070	0.2929	0.9070	0.9523
No log	0.3671	58	0.9387	0.1627	0.9387	0.9689
No log	0.3797	60	0.9350	0.1727	0.9350	0.9670
No log	0.3924	62	0.8135	0.2139	0.8135	0.9019
No log	0.4051	64	0.7673	0.3077	0.7673	0.8759
No log	0.4177	66	0.7984	0.2045	0.7984	0.8935
No log	0.4304	68	0.9127	0.3636	0.9127	0.9554
No log	0.4430	70	1.0503	0.3083	1.0503	1.0248
No log	0.4557	72	0.9863	0.4242	0.9863	0.9931
No log	0.4684	74	0.7857	0.3137	0.7857	0.8864
No log	0.4810	76	0.6653	0.4227	0.6653	0.8156
No log	0.4937	78	0.6581	0.4227	0.6581	0.8112
No log	0.5063	80	0.7189	0.3568	0.7189	0.8479
No log	0.5190	82	0.9171	0.3636	0.9171	0.9577
No log	0.5316	84	1.1176	0.3636	1.1176	1.0572
No log	0.5443	86	1.0004	0.3058	1.0004	1.0002
No log	0.5570	88	0.7670	0.3352	0.7670	0.8758
No log	0.5696	90	0.6824	0.3277	0.6824	0.8261
No log	0.5823	92	0.6699	0.2921	0.6699	0.8185
No log	0.5949	94	0.6652	0.3200	0.6652	0.8156
No log	0.6076	96	0.7571	0.3383	0.7571	0.8701
No log	0.6203	98	0.8560	0.4242	0.8560	0.9252
No log	0.6329	100	0.8097	0.4242	0.8097	0.8998
No log	0.6456	102	0.7377	0.3396	0.7377	0.8589
No log	0.6582	104	0.6724	0.3277	0.6724	0.8200
No log	0.6709	106	0.6598	0.2921	0.6598	0.8123
No log	0.6835	108	0.6475	0.2921	0.6475	0.8046
No log	0.6962	110	0.6615	0.3846	0.6615	0.8133
No log	0.7089	112	0.7584	0.4036	0.7584	0.8709
No log	0.7215	114	0.8551	0.3636	0.8551	0.9247
No log	0.7342	116	0.8057	0.4979	0.8057	0.8976
No log	0.7468	118	0.7142	0.5333	0.7142	0.8451
No log	0.7595	120	0.6955	0.5333	0.6955	0.8340
No log	0.7722	122	0.6387	0.4928	0.6387	0.7992
No log	0.7848	124	0.6294	0.4615	0.6294	0.7934
No log	0.7975	126	0.6888	0.4979	0.6888	0.8300
No log	0.8101	128	0.9325	0.4494	0.9325	0.9656
No log	0.8228	130	1.0131	0.4460	1.0131	1.0065
No log	0.8354	132	0.9152	0.4531	0.9152	0.9567
No log	0.8481	134	0.7571	0.4776	0.7571	0.8701
No log	0.8608	136	0.6762	0.2410	0.6762	0.8223
No log	0.8734	138	0.6928	0.1840	0.6928	0.8324
No log	0.8861	140	0.7092	0.2125	0.7092	0.8421
No log	0.8987	142	0.6887	0.2410	0.6887	0.8299
No log	0.9114	144	0.7773	0.4510	0.7773	0.8816
No log	0.9241	146	0.8990	0.4531	0.8990	0.9481
No log	0.9367	148	0.8735	0.4324	0.8735	0.9346
No log	0.9494	150	0.8082	0.4488	0.8082	0.8990
No log	0.9620	152	0.6551	0.4706	0.6551	0.8094
No log	0.9747	154	0.6236	0.3226	0.6236	0.7897
No log	0.9873	156	0.6885	0.4020	0.6885	0.8297
No log	1.0	158	0.8052	0.4080	0.8052	0.8974
No log	1.0127	160	0.8236	0.3368	0.8236	0.9075
No log	1.0253	162	0.8277	0.4080	0.8277	0.9098
No log	1.0380	164	0.8618	0.4057	0.8618	0.9284
No log	1.0506	166	0.9487	0.4531	0.9487	0.9740
No log	1.0633	168	0.8907	0.4	0.8907	0.9438
No log	1.0759	170	0.7747	0.3419	0.7747	0.8802
No log	1.0886	172	0.6730	0.4615	0.6730	0.8204
No log	1.1013	174	0.6436	0.4615	0.6436	0.8023
No log	1.1139	176	0.7039	0.5103	0.7039	0.8390
No log	1.1266	178	0.8366	0.4531	0.8366	0.9147
No log	1.1392	180	0.7785	0.4981	0.7785	0.8823
No log	1.1519	182	0.6567	0.5103	0.6567	0.8104
No log	1.1646	184	0.6109	0.5103	0.6109	0.7816
No log	1.1772	186	0.6483	0.5103	0.6483	0.8052
No log	1.1899	188	0.8537	0.4324	0.8537	0.9240
No log	1.2025	190	0.9487	0.4460	0.9487	0.9740
No log	1.2152	192	0.8102	0.4981	0.8102	0.9001
No log	1.2278	194	0.6621	0.4488	0.6621	0.8137
No log	1.2405	196	0.5720	0.6608	0.5720	0.7563
No log	1.2532	198	0.5601	0.5024	0.5601	0.7484
No log	1.2658	200	0.5913	0.5374	0.5913	0.7690
No log	1.2785	202	0.6761	0.5447	0.6761	0.8223
No log	1.2911	204	0.7446	0.4981	0.7446	0.8629
No log	1.3038	206	0.7445	0.4981	0.7445	0.8628
No log	1.3165	208	0.6493	0.5914	0.6493	0.8058
No log	1.3291	210	0.5951	0.5625	0.5951	0.7714
No log	1.3418	212	0.5584	0.4444	0.5584	0.7472
No log	1.3544	214	0.5631	0.4444	0.5631	0.7504
No log	1.3671	216	0.6322	0.5625	0.6322	0.7951
No log	1.3797	218	0.7744	0.4324	0.7744	0.8800
No log	1.3924	220	0.8925	0.4494	0.8925	0.9447
No log	1.4051	222	0.7597	0.4656	0.7597	0.8716
No log	1.4177	224	0.5278	0.5625	0.5278	0.7265
No log	1.4304	226	0.5001	0.4	0.5001	0.7072
No log	1.4430	228	0.5349	0.4503	0.5349	0.7314
No log	1.4557	230	0.6443	0.4862	0.6443	0.8027
No log	1.4684	232	0.7029	0.5116	0.7029	0.8384
No log	1.4810	234	0.6917	0.5116	0.6917	0.8317
No log	1.4937	236	0.6810	0.5116	0.6810	0.8252
No log	1.5063	238	0.7582	0.4664	0.7582	0.8708
No log	1.5190	240	0.7570	0.4615	0.7570	0.8701
No log	1.5316	242	0.6311	0.4862	0.6311	0.7944
No log	1.5443	244	0.5226	0.5728	0.5226	0.7229
No log	1.5570	246	0.5144	0.6608	0.5144	0.7172
No log	1.5696	248	0.6080	0.4803	0.6080	0.7797
No log	1.5823	250	0.6910	0.4979	0.6910	0.8313
No log	1.5949	252	0.6295	0.4750	0.6295	0.7934
No log	1.6076	254	0.5546	0.5070	0.5546	0.7447
No log	1.6203	256	0.5299	0.5962	0.5299	0.7279
No log	1.6329	258	0.5466	0.5845	0.5466	0.7393
No log	1.6456	260	0.6257	0.5625	0.6257	0.7910
No log	1.6582	262	0.6784	0.5103	0.6784	0.8236
No log	1.6709	264	0.6475	0.5249	0.6475	0.8047
No log	1.6835	266	0.6594	0.5249	0.6594	0.8120
No log	1.6962	268	0.7017	0.5103	0.7017	0.8377
No log	1.7089	270	0.6635	0.5103	0.6635	0.8146
No log	1.7215	272	0.6524	0.5103	0.6524	0.8077
No log	1.7342	274	0.6097	0.5374	0.6097	0.7808
No log	1.7468	276	0.6924	0.4615	0.6924	0.8321
No log	1.7595	278	0.7646	0.4036	0.7646	0.8744
No log	1.7722	280	0.7545	0.4080	0.7545	0.8686
No log	1.7848	282	0.6998	0.4080	0.6998	0.8365
No log	1.7975	284	0.6306	0.3277	0.6306	0.7941
No log	1.8101	286	0.6338	0.3277	0.6338	0.7961
No log	1.8228	288	0.6129	0.3778	0.6129	0.7829
No log	1.8354	290	0.6274	0.3778	0.6274	0.7921
No log	1.8481	292	0.6240	0.4020	0.6240	0.7899
No log	1.8608	294	0.5476	0.5845	0.5476	0.7400
No log	1.8734	296	0.5210	0.6316	0.5210	0.7218
No log	1.8861	298	0.5330	0.6316	0.5330	0.7301
No log	1.8987	300	0.5228	0.6316	0.5228	0.7230
No log	1.9114	302	0.5161	0.6316	0.5161	0.7184
No log	1.9241	304	0.5233	0.664	0.5233	0.7234
No log	1.9367	306	0.5626	0.5659	0.5626	0.7501
No log	1.9494	308	0.6611	0.6597	0.6611	0.8131
No log	1.9620	310	0.6362	0.6597	0.6362	0.7976
No log	1.9747	312	0.5269	0.6744	0.5269	0.7259
No log	1.9873	314	0.4948	0.6316	0.4948	0.7034
No log	2.0	316	0.4676	0.6778	0.4676	0.6838
No log	2.0127	318	0.4686	0.6744	0.4686	0.6845
No log	2.0253	320	0.4917	0.6471	0.4917	0.7012
No log	2.0380	322	0.4862	0.6224	0.4862	0.6973
No log	2.0506	324	0.5168	0.6471	0.5168	0.7189
No log	2.0633	326	0.5104	0.6667	0.5104	0.7144
No log	2.0759	328	0.4838	0.6557	0.4838	0.6955
No log	2.0886	330	0.4827	0.6557	0.4827	0.6947
No log	2.1013	332	0.4703	0.6557	0.4703	0.6858
No log	2.1139	334	0.4985	0.6557	0.4985	0.7060
No log	2.1266	336	0.5854	0.5912	0.5854	0.7651
No log	2.1392	338	0.6108	0.6125	0.6108	0.7815
No log	2.1519	340	0.6071	0.6125	0.6071	0.7792
No log	2.1646	342	0.5753	0.5692	0.5753	0.7585
No log	2.1772	344	0.5418	0.6617	0.5418	0.7361
No log	2.1899	346	0.4752	0.6744	0.4752	0.6894
No log	2.2025	348	0.4821	0.6744	0.4821	0.6943
No log	2.2152	350	0.5007	0.6224	0.5007	0.7076
No log	2.2278	352	0.5430	0.6224	0.5430	0.7369
No log	2.2405	354	0.5354	0.6224	0.5354	0.7317
No log	2.2532	356	0.4748	0.6557	0.4748	0.6890
No log	2.2658	358	0.4741	0.4494	0.4741	0.6885
No log	2.2785	360	0.4885	0.4494	0.4885	0.6990
No log	2.2911	362	0.5028	0.3978	0.5028	0.7091
No log	2.3038	364	0.5218	0.5205	0.5218	0.7224
No log	2.3165	366	0.5620	0.6224	0.5620	0.7497
No log	2.3291	368	0.5476	0.6224	0.5476	0.7400
No log	2.3418	370	0.5711	0.6224	0.5711	0.7557
No log	2.3544	372	0.5885	0.6224	0.5885	0.7671
No log	2.3671	374	0.5234	0.6224	0.5234	0.7235
No log	2.3797	376	0.4996	0.6224	0.4996	0.7068
No log	2.3924	378	0.5112	0.6224	0.5112	0.7150
No log	2.4051	380	0.5581	0.6224	0.5581	0.7471
No log	2.4177	382	0.5263	0.6224	0.5263	0.7255
No log	2.4304	384	0.5528	0.6471	0.5528	0.7435
No log	2.4430	386	0.5434	0.6471	0.5434	0.7372
No log	2.4557	388	0.5003	0.6471	0.5003	0.7073
No log	2.4684	390	0.4887	0.4731	0.4887	0.6991
No log	2.4810	392	0.5178	0.3708	0.5178	0.7196
No log	2.4937	394	0.5201	0.4302	0.5201	0.7212
No log	2.5063	396	0.5182	0.5027	0.5182	0.7198
No log	2.5190	398	0.6033	0.4664	0.6033	0.7767
No log	2.5316	400	0.7215	0.5143	0.7215	0.8494
No log	2.5443	402	0.7155	0.5143	0.7155	0.8459
No log	2.5570	404	0.6031	0.6459	0.6031	0.7766
No log	2.5696	406	0.4808	0.6608	0.4808	0.6934
No log	2.5823	408	0.4298	0.5687	0.4298	0.6556
No log	2.5949	410	0.4277	0.5517	0.4277	0.6540
No log	2.6076	412	0.4196	0.51	0.4196	0.6478
No log	2.6203	414	0.4241	0.6216	0.4241	0.6512
No log	2.6329	416	0.4845	0.6345	0.4845	0.6960
No log	2.6456	418	0.5599	0.6769	0.5599	0.7482
No log	2.6582	420	0.5718	0.6125	0.5718	0.7562
No log	2.6709	422	0.5777	0.6125	0.5777	0.7600
No log	2.6835	424	0.5455	0.6769	0.5455	0.7386
No log	2.6962	426	0.4663	0.6224	0.4663	0.6828
No log	2.7089	428	0.4025	0.6216	0.4025	0.6344
No log	2.7215	430	0.4056	0.6578	0.4056	0.6369
No log	2.7342	432	0.4204	0.6216	0.4204	0.6484
No log	2.7468	434	0.4546	0.6348	0.4546	0.6743
No log	2.7595	436	0.5433	0.6345	0.5433	0.7371
No log	2.7722	438	0.6137	0.4750	0.6137	0.7834
No log	2.7848	440	0.5841	0.4803	0.5841	0.7642
No log	2.7975	442	0.5776	0.4105	0.5776	0.7600
No log	2.8101	444	0.5964	0.4105	0.5964	0.7723
No log	2.8228	446	0.6070	0.4105	0.6070	0.7791
No log	2.8354	448	0.6497	0.4717	0.6497	0.8061
No log	2.8481	450	0.6662	0.4664	0.6662	0.8162
No log	2.8608	452	0.6692	0.5214	0.6692	0.8181
No log	2.8734	454	0.6283	0.5214	0.6283	0.7926
No log	2.8861	456	0.5477	0.4776	0.5477	0.7401
No log	2.8987	458	0.4835	0.5427	0.4835	0.6953
No log	2.9114	460	0.4416	0.5561	0.4416	0.6645
No log	2.9241	462	0.4157	0.6385	0.4157	0.6447
No log	2.9367	464	0.4446	0.7386	0.4446	0.6668
No log	2.9494	466	0.6416	0.4494	0.6416	0.8010
No log	2.9620	468	0.7409	0.5070	0.7409	0.8608
No log	2.9747	470	0.6346	0.6216	0.6346	0.7966
No log	2.9873	472	0.4260	0.7368	0.4260	0.6527
No log	3.0	474	0.3510	0.7107	0.3510	0.5925
No log	3.0127	476	0.3745	0.6667	0.3745	0.6119
No log	3.0253	478	0.3775	0.6667	0.3775	0.6144
No log	3.0380	480	0.3996	0.6635	0.3996	0.6321
No log	3.0506	482	0.5344	0.6459	0.5344	0.7310
No log	3.0633	484	0.6734	0.5143	0.6734	0.8206
No log	3.0759	486	0.7055	0.5143	0.7055	0.8399
No log	3.0886	488	0.6341	0.5143	0.6341	0.7963
No log	3.1013	490	0.5374	0.5116	0.5374	0.7331
No log	3.1139	492	0.5103	0.6147	0.5103	0.7144
No log	3.1266	494	0.5348	0.5044	0.5348	0.7313
No log	3.1392	496	0.5852	0.6375	0.5852	0.7650
No log	3.1519	498	0.6583	0.5725	0.6583	0.8114
0.2548	3.1646	500	0.6661	0.6343	0.6661	0.8162
0.2548	3.1772	502	0.5587	0.6769	0.5587	0.7475
0.2548	3.1899	504	0.4758	0.6908	0.4758	0.6898
0.2548	3.2025	506	0.4455	0.6608	0.4455	0.6674
0.2548	3.2152	508	0.4747	0.6908	0.4747	0.6890
0.2548	3.2278	510	0.4948	0.6908	0.4948	0.7034
0.2548	3.2405	512	0.5418	0.7154	0.5418	0.7361
0.2548	3.2532	514	0.5460	0.6831	0.5460	0.7389
0.2548	3.2658	516	0.5358	0.6500	0.5358	0.7320
0.2548	3.2785	518	0.4969	0.6831	0.4969	0.7049
0.2548	3.2911	520	0.4542	0.6908	0.4542	0.6740
0.2548	3.3038	522	0.4301	0.6908	0.4301	0.6558
0.2548	3.3165	524	0.4393	0.6908	0.4393	0.6628
0.2548	3.3291	526	0.4703	0.6908	0.4703	0.6858
0.2548	3.3418	528	0.4756	0.6908	0.4756	0.6896
0.2548	3.3544	530	0.4574	0.6759	0.4574	0.6763
0.2548	3.3671	532	0.4445	0.6759	0.4445	0.6667
0.2548	3.3797	534	0.4526	0.6759	0.4526	0.6728
0.2548	3.3924	536	0.4776	0.6759	0.4776	0.6911
0.2548	3.4051	538	0.4936	0.6759	0.4936	0.7026
0.2548	3.4177	540	0.4778	0.6759	0.4778	0.6912
0.2548	3.4304	542	0.4878	0.6759	0.4878	0.6984
0.2548	3.4430	544	0.5057	0.6759	0.5057	0.7111
0.2548	3.4557	546	0.5575	0.6608	0.5575	0.7467
0.2548	3.4684	548	0.5403	0.6608	0.5403	0.7351
0.2548	3.4810	550	0.5628	0.6471	0.5628	0.7502
0.2548	3.4937	552	0.6220	0.5509	0.6220	0.7887
0.2548	3.5063	554	0.6353	0.4928	0.6353	0.7971
0.2548	3.5190	556	0.5839	0.6028	0.5839	0.7641
0.2548	3.5316	558	0.5191	0.7083	0.5191	0.7205
0.2548	3.5443	560	0.4998	0.7220	0.4998	0.7070
0.2548	3.5570	562	0.5225	0.6597	0.5225	0.7229
0.2548	3.5696	564	0.5275	0.6597	0.5275	0.7263
0.2548	3.5823	566	0.5304	0.6597	0.5304	0.7283
0.2548	3.5949	568	0.5190	0.6597	0.5190	0.7204
0.2548	3.6076	570	0.4728	0.6769	0.4728	0.6876
0.2548	3.6203	572	0.4312	0.6608	0.4312	0.6567
0.2548	3.6329	574	0.4466	0.6608	0.4466	0.6683
0.2548	3.6456	576	0.4932	0.6379	0.4932	0.7023
0.2548	3.6582	578	0.5722	0.5570	0.5722	0.7564
0.2548	3.6709	580	0.6185	0.4865	0.6185	0.7864
0.2548	3.6835	582	0.5973	0.5725	0.5973	0.7728
0.2548	3.6962	584	0.4853	0.6769	0.4853	0.6967
0.2548	3.7089	586	0.4423	0.6667	0.4423	0.6651
0.2548	3.7215	588	0.4426	0.6667	0.4426	0.6653
0.2548	3.7342	590	0.4448	0.6667	0.4448	0.6670
0.2548	3.7468	592	0.4587	0.6908	0.4587	0.6773
0.2548	3.7595	594	0.4380	0.6667	0.4380	0.6618
0.2548	3.7722	596	0.4027	0.6805	0.4027	0.6346
0.2548	3.7848	598	0.4189	0.6805	0.4189	0.6472
0.2548	3.7975	600	0.4968	0.6769	0.4968	0.7048
0.2548	3.8101	602	0.6632	0.6038	0.6632	0.8144
0.2548	3.8228	604	0.7675	0.4531	0.7675	0.8761
0.2548	3.8354	606	0.7557	0.4531	0.7557	0.8693
0.2548	3.8481	608	0.6365	0.4865	0.6365	0.7978
0.2548	3.8608	610	0.4729	0.6983	0.4729	0.6877
0.2548	3.8734	612	0.3754	0.6484	0.3754	0.6127
0.2548	3.8861	614	0.3725	0.6602	0.3725	0.6103
0.2548	3.8987	616	0.3871	0.6602	0.3871	0.6221
0.2548	3.9114	618	0.3666	0.7097	0.3666	0.6054
0.2548	3.9241	620	0.3576	0.6484	0.3576	0.5980
0.2548	3.9367	622	0.4182	0.7059	0.4182	0.6467
0.2548	3.9494	624	0.5136	0.7154	0.5136	0.7167
0.2548	3.9620	626	0.6011	0.6693	0.6011	0.7753
0.2548	3.9747	628	0.6259	0.5484	0.6259	0.7912
0.2548	3.9873	630	0.5818	0.5664	0.5818	0.7628
0.2548	4.0	632	0.5013	0.6667	0.5013	0.7080
0.2548	4.0127	634	0.4591	0.6244	0.4591	0.6775
0.2548	4.0253	636	0.4562	0.6244	0.4562	0.6754
0.2548	4.0380	638	0.4373	0.5962	0.4373	0.6613
0.2548	4.0506	640	0.4245	0.5962	0.4245	0.6516
0.2548	4.0633	642	0.4127	0.6484	0.4127	0.6424
0.2548	4.0759	644	0.4168	0.6484	0.4168	0.6456
0.2548	4.0886	646	0.4351	0.6805	0.4351	0.6596
0.2548	4.1013	648	0.4357	0.6805	0.4357	0.6601
0.2548	4.1139	650	0.4520	0.6805	0.4520	0.6723
0.2548	4.1266	652	0.4494	0.6805	0.4494	0.6704
0.2548	4.1392	654	0.4332	0.6805	0.4332	0.6582
0.2548	4.1519	656	0.4198	0.6348	0.4198	0.6479
0.2548	4.1646	658	0.4048	0.6484	0.4048	0.6362
0.2548	4.1772	660	0.4023	0.6484	0.4023	0.6343
0.2548	4.1899	662	0.4072	0.6608	0.4072	0.6381
0.2548	4.2025	664	0.4119	0.6608	0.4119	0.6418
0.2548	4.2152	666	0.4387	0.6908	0.4387	0.6623
0.2548	4.2278	668	0.4342	0.6908	0.4342	0.6589
0.2548	4.2405	670	0.4444	0.6908	0.4444	0.6666
0.2548	4.2532	672	0.4173	0.6908	0.4173	0.6460
0.2548	4.2658	674	0.4151	0.6908	0.4151	0.6443
0.2548	4.2785	676	0.4050	0.7059	0.4050	0.6364
0.2548	4.2911	678	0.3980	0.7059	0.3980	0.6308
0.2548	4.3038	680	0.4154	0.7059	0.4154	0.6445
0.2548	4.3165	682	0.4639	0.7059	0.4639	0.6811
0.2548	4.3291	684	0.4693	0.7059	0.4693	0.6850
0.2548	4.3418	686	0.5108	0.7059	0.5108	0.7147
0.2548	4.3544	688	0.5235	0.6723	0.5235	0.7235
0.2548	4.3671	690	0.4757	0.7059	0.4757	0.6897
0.2548	4.3797	692	0.4133	0.7225	0.4133	0.6429
0.2548	4.3924	694	0.3743	0.6484	0.3743	0.6118
0.2548	4.4051	696	0.3690	0.7107	0.3690	0.6075
0.2548	4.4177	698	0.3728	0.6484	0.3728	0.6106
0.2548	4.4304	700	0.4208	0.7225	0.4208	0.6487
0.2548	4.4430	702	0.5632	0.6831	0.5632	0.7505
0.2548	4.4557	704	0.6821	0.4865	0.6821	0.8259
0.2548	4.4684	706	0.6905	0.4865	0.6905	0.8309
0.2548	4.4810	708	0.6175	0.6038	0.6175	0.7858
0.2548	4.4937	710	0.4956	0.6908	0.4956	0.7040
0.2548	4.5063	712	0.4019	0.7059	0.4019	0.6340
0.2548	4.5190	714	0.3896	0.6484	0.3896	0.6242
0.2548	4.5316	716	0.4222	0.7059	0.4222	0.6497
0.2548	4.5443	718	0.4809	0.6908	0.4809	0.6935
0.2548	4.5570	720	0.5490	0.6231	0.5490	0.7409
0.2548	4.5696	722	0.5907	0.5914	0.5907	0.7686
0.2548	4.5823	724	0.5863	0.6142	0.5863	0.7657
0.2548	4.5949	726	0.5270	0.6831	0.5270	0.7259
0.2548	4.6076	728	0.4852	0.6516	0.4852	0.6966
0.2548	4.6203	730	0.4889	0.6516	0.4889	0.6992
0.2548	4.6329	732	0.4767	0.6608	0.4767	0.6904
0.2548	4.6456	734	0.4674	0.6608	0.4674	0.6836
0.2548	4.6582	736	0.4774	0.6471	0.4774	0.6909
0.2548	4.6709	738	0.4598	0.6608	0.4598	0.6781
0.2548	4.6835	740	0.4591	0.6608	0.4591	0.6776
0.2548	4.6962	742	0.4709	0.6908	0.4709	0.6863
0.2548	4.7089	744	0.4549	0.6471	0.4549	0.6745
0.2548	4.7215	746	0.4543	0.6608	0.4543	0.6740
0.2548	4.7342	748	0.4445	0.6608	0.4445	0.6667
0.2548	4.7468	750	0.4443	0.6608	0.4443	0.6666
0.2548	4.7595	752	0.4803	0.6608	0.4803	0.6931
0.2548	4.7722	754	0.5044	0.625	0.5044	0.7102
0.2548	4.7848	756	0.4830	0.625	0.4830	0.6950
0.2548	4.7975	758	0.4683	0.625	0.4683	0.6844
0.2548	4.8101	760	0.4394	0.6759	0.4394	0.6629
0.2548	4.8228	762	0.4254	0.6759	0.4254	0.6523
0.2548	4.8354	764	0.4513	0.6585	0.4513	0.6718
0.2548	4.8481	766	0.4805	0.6831	0.4805	0.6932
0.2548	4.8608	768	0.4519	0.6908	0.4519	0.6722
0.2548	4.8734	770	0.4198	0.7059	0.4198	0.6479
0.2548	4.8861	772	0.4265	0.7059	0.4265	0.6530
0.2548	4.8987	774	0.4387	0.7059	0.4387	0.6624
0.2548	4.9114	776	0.4439	0.7059	0.4439	0.6663
0.2548	4.9241	778	0.4633	0.7319	0.4633	0.6806
0.2548	4.9367	780	0.4940	0.6983	0.4940	0.7029
0.2548	4.9494	782	0.4828	0.6516	0.4828	0.6948
0.2548	4.9620	784	0.4572	0.6244	0.4572	0.6762
0.2548	4.9747	786	0.4461	0.6244	0.4461	0.6679
0.2548	4.9873	788	0.4602	0.6244	0.4602	0.6784
0.2548	5.0	790	0.4832	0.7042	0.4832	0.6951
0.2548	5.0127	792	0.5207	0.6516	0.5207	0.7216
0.2548	5.0253	794	0.5409	0.6983	0.5409	0.7355
0.2548	5.0380	796	0.5077	0.6983	0.5077	0.7125
0.2548	5.0506	798	0.4604	0.7059	0.4604	0.6785
0.2548	5.0633	800	0.4379	0.7059	0.4379	0.6617
0.2548	5.0759	802	0.4174	0.7059	0.4174	0.6461
0.2548	5.0886	804	0.4090	0.6759	0.4090	0.6395
0.2548	5.1013	806	0.4227	0.6759	0.4227	0.6502
0.2548	5.1139	808	0.4536	0.7059	0.4536	0.6735
0.2548	5.1266	810	0.5200	0.5914	0.5200	0.7211
0.2548	5.1392	812	0.5451	0.5817	0.5451	0.7383
0.2548	5.1519	814	0.5026	0.6723	0.5026	0.7089
0.2548	5.1646	816	0.4435	0.6385	0.4435	0.6659
0.2548	5.1772	818	0.4252	0.6759	0.4252	0.6521
0.2548	5.1899	820	0.4115	0.6759	0.4115	0.6414
0.2548	5.2025	822	0.4155	0.6759	0.4155	0.6446
0.2548	5.2152	824	0.4379	0.6759	0.4379	0.6618
0.2548	5.2278	826	0.4993	0.6723	0.4993	0.7066
0.2548	5.2405	828	0.5444	0.6585	0.5444	0.7378
0.2548	5.2532	830	0.5397	0.6585	0.5397	0.7346
0.2548	5.2658	832	0.4948	0.6723	0.4948	0.7034
0.2548	5.2785	834	0.4524	0.6608	0.4524	0.6726
0.2548	5.2911	836	0.4395	0.6608	0.4395	0.6630
0.2548	5.3038	838	0.4203	0.6608	0.4203	0.6483
0.2548	5.3165	840	0.4189	0.6759	0.4189	0.6472
0.2548	5.3291	842	0.3986	0.6759	0.3986	0.6313
0.2548	5.3418	844	0.4054	0.6759	0.4054	0.6367
0.2548	5.3544	846	0.4143	0.6759	0.4143	0.6437
0.2548	5.3671	848	0.4267	0.6759	0.4267	0.6532
0.2548	5.3797	850	0.4293	0.6244	0.4293	0.6552
0.2548	5.3924	852	0.4287	0.6759	0.4287	0.6547
0.2548	5.4051	854	0.4362	0.6759	0.4362	0.6604
0.2548	5.4177	856	0.4473	0.6759	0.4473	0.6688
0.2548	5.4304	858	0.4980	0.7059	0.4980	0.7057
0.2548	5.4430	860	0.5394	0.6908	0.5394	0.7345
0.2548	5.4557	862	0.6046	0.5039	0.6046	0.7775
0.2548	5.4684	864	0.5999	0.5370	0.5999	0.7745
0.2548	5.4810	866	0.5276	0.6231	0.5276	0.7264
0.2548	5.4937	868	0.4456	0.7059	0.4456	0.6675
0.2548	5.5063	870	0.4094	0.7059	0.4094	0.6398
0.2548	5.5190	872	0.3991	0.6608	0.3991	0.6318
0.2548	5.5316	874	0.4022	0.6608	0.4022	0.6342
0.2548	5.5443	876	0.4271	0.7059	0.4271	0.6535
0.2548	5.5570	878	0.4862	0.7059	0.4862	0.6973
0.2548	5.5696	880	0.5690	0.7059	0.5690	0.7543
0.2548	5.5823	882	0.5916	0.5333	0.5916	0.7692
0.2548	5.5949	884	0.5499	0.7059	0.5499	0.7415
0.2548	5.6076	886	0.4906	0.7059	0.4906	0.7004
0.2548	5.6203	888	0.4681	0.7059	0.4681	0.6842
0.2548	5.6329	890	0.4195	0.6608	0.4195	0.6477
0.2548	5.6456	892	0.3900	0.6759	0.3900	0.6245
0.2548	5.6582	894	0.3929	0.6608	0.3929	0.6268
0.2548	5.6709	896	0.4209	0.7059	0.4209	0.6488
0.2548	5.6835	898	0.4713	0.7059	0.4713	0.6865
0.2548	5.6962	900	0.5579	0.6231	0.5579	0.7469
0.2548	5.7089	902	0.5772	0.5817	0.5772	0.7598
0.2548	5.7215	904	0.5394	0.6723	0.5394	0.7345
0.2548	5.7342	906	0.4640	0.7059	0.4640	0.6811
0.2548	5.7468	908	0.4126	0.7059	0.4126	0.6423
0.2548	5.7595	910	0.3978	0.7059	0.3978	0.6307
0.2548	5.7722	912	0.3931	0.7059	0.3931	0.6270
0.2548	5.7848	914	0.4161	0.7059	0.4161	0.6451
0.2548	5.7975	916	0.4413	0.7059	0.4413	0.6643
0.2548	5.8101	918	0.4716	0.7059	0.4716	0.6868
0.2548	5.8228	920	0.5250	0.6585	0.5250	0.7245
0.2548	5.8354	922	0.5689	0.6500	0.5689	0.7542
0.2548	5.8481	924	0.5641	0.6831	0.5641	0.7510
0.2548	5.8608	926	0.4979	0.6908	0.4979	0.7056
0.2548	5.8734	928	0.4446	0.7059	0.4446	0.6668
0.2548	5.8861	930	0.3980	0.6759	0.3980	0.6309
0.2548	5.8987	932	0.3767	0.7296	0.3767	0.6138
0.2548	5.9114	934	0.3737	0.6316	0.3737	0.6113
0.2548	5.9241	936	0.3718	0.6316	0.3718	0.6097
0.2548	5.9367	938	0.3744	0.6484	0.3744	0.6119
0.2548	5.9494	940	0.4132	0.7059	0.4132	0.6428
0.2548	5.9620	942	0.4956	0.6908	0.4956	0.7040
0.2548	5.9747	944	0.5528	0.6585	0.5528	0.7435
0.2548	5.9873	946	0.5807	0.6585	0.5807	0.7620
0.2548	6.0	948	0.5861	0.6585	0.5861	0.7656
0.2548	6.0127	950	0.5760	0.6585	0.5760	0.7589
0.2548	6.0253	952	0.5345	0.6585	0.5345	0.7311
0.2548	6.0380	954	0.4606	0.6585	0.4606	0.6787
0.2548	6.0506	956	0.4224	0.7059	0.4224	0.6499
0.2548	6.0633	958	0.3928	0.6759	0.3928	0.6268
0.2548	6.0759	960	0.3888	0.6759	0.3888	0.6235
0.2548	6.0886	962	0.3898	0.6759	0.3898	0.6244
0.2548	6.1013	964	0.3910	0.6759	0.3910	0.6253
0.2548	6.1139	966	0.3990	0.6759	0.3990	0.6317
0.2548	6.1266	968	0.4125	0.7225	0.4125	0.6423
0.2548	6.1392	970	0.4353	0.7059	0.4353	0.6598
0.2548	6.1519	972	0.4561	0.6908	0.4561	0.6754
0.2548	6.1646	974	0.4510	0.6908	0.4510	0.6716
0.2548	6.1772	976	0.4272	0.6608	0.4272	0.6536
0.2548	6.1899	978	0.4141	0.6759	0.4141	0.6435
0.2548	6.2025	980	0.4082	0.6759	0.4082	0.6389
0.2548	6.2152	982	0.4096	0.6608	0.4096	0.6400
0.2548	6.2278	984	0.4385	0.7059	0.4385	0.6622
0.2548	6.2405	986	0.4598	0.7059	0.4598	0.6781
0.2548	6.2532	988	0.4850	0.6585	0.4850	0.6964
0.2548	6.2658	990	0.4887	0.6585	0.4887	0.6991
0.2548	6.2785	992	0.4757	0.6585	0.4757	0.6897
0.2548	6.2911	994	0.4485	0.6908	0.4485	0.6697
0.2548	6.3038	996	0.4149	0.7131	0.4149	0.6441
0.2548	6.3165	998	0.3865	0.7131	0.3865	0.6217
0.1014	6.3291	1000	0.3720	0.7296	0.3720	0.6099
0.1014	6.3418	1002	0.3697	0.7296	0.3697	0.6081
0.1014	6.3544	1004	0.3739	0.7296	0.3739	0.6115
0.1014	6.3671	1006	0.3868	0.6608	0.3868	0.6219
0.1014	6.3797	1008	0.4161	0.7059	0.4161	0.6451
0.1014	6.3924	1010	0.4311	0.6723	0.4311	0.6566
0.1014	6.4051	1012	0.4276	0.625	0.4276	0.6539
0.1014	6.4177	1014	0.4184	0.6608	0.4184	0.6468
0.1014	6.4304	1016	0.4195	0.6608	0.4195	0.6477
0.1014	6.4430	1018	0.4101	0.6608	0.4101	0.6404
0.1014	6.4557	1020	0.4051	0.6608	0.4051	0.6365
0.1014	6.4684	1022	0.4086	0.6608	0.4086	0.6392
0.1014	6.4810	1024	0.4074	0.6608	0.4074	0.6383
0.1014	6.4937	1026	0.4155	0.6608	0.4155	0.6446
0.1014	6.5063	1028	0.4198	0.6608	0.4198	0.6479
0.1014	6.5190	1030	0.4276	0.6608	0.4276	0.6539
0.1014	6.5316	1032	0.4287	0.6608	0.4287	0.6547
0.1014	6.5443	1034	0.4332	0.6608	0.4332	0.6581
0.1014	6.5570	1036	0.4489	0.7059	0.4489	0.6700
0.1014	6.5696	1038	0.4732	0.6723	0.4732	0.6879
0.1014	6.5823	1040	0.4806	0.6723	0.4806	0.6933
0.1014	6.5949	1042	0.4566	0.6723	0.4566	0.6757
0.1014	6.6076	1044	0.4317	0.625	0.4317	0.6571
0.1014	6.6203	1046	0.4046	0.6759	0.4046	0.6361
0.1014	6.6329	1048	0.3931	0.6759	0.3931	0.6270
0.1014	6.6456	1050	0.3831	0.7296	0.3831	0.6189
0.1014	6.6582	1052	0.3832	0.7296	0.3832	0.6190
0.1014	6.6709	1054	0.3828	0.7529	0.3828	0.6187
0.1014	6.6835	1056	0.3927	0.7529	0.3927	0.6266
0.1014	6.6962	1058	0.4219	0.7529	0.4219	0.6496
0.1014	6.7089	1060	0.4518	0.7059	0.4518	0.6721
0.1014	6.7215	1062	0.4549	0.7059	0.4549	0.6744
0.1014	6.7342	1064	0.4497	0.7059	0.4497	0.6706
0.1014	6.7468	1066	0.4264	0.7059	0.4264	0.6530
0.1014	6.7595	1068	0.4301	0.7059	0.4301	0.6558
0.1014	6.7722	1070	0.4322	0.7059	0.4322	0.6574
0.1014	6.7848	1072	0.4508	0.7059	0.4508	0.6714
0.1014	6.7975	1074	0.4454	0.7059	0.4454	0.6674
0.1014	6.8101	1076	0.4254	0.7059	0.4254	0.6523
0.1014	6.8228	1078	0.4022	0.7225	0.4022	0.6342
0.1014	6.8354	1080	0.3849	0.6759	0.3849	0.6204
0.1014	6.8481	1082	0.3841	0.6759	0.3841	0.6198
0.1014	6.8608	1084	0.3893	0.6759	0.3893	0.6240
0.1014	6.8734	1086	0.3899	0.6759	0.3899	0.6244
0.1014	6.8861	1088	0.3983	0.6759	0.3983	0.6311
0.1014	6.8987	1090	0.4123	0.7225	0.4123	0.6421
0.1014	6.9114	1092	0.4188	0.6875	0.4188	0.6471
0.1014	6.9241	1094	0.4145	0.6875	0.4145	0.6438
0.1014	6.9367	1096	0.4108	0.7225	0.4108	0.6410
0.1014	6.9494	1098	0.4064	0.7225	0.4064	0.6375
0.1014	6.9620	1100	0.4011	0.7225	0.4011	0.6334
0.1014	6.9747	1102	0.4045	0.7059	0.4045	0.6360
0.1014	6.9873	1104	0.3993	0.7059	0.3993	0.6319
0.1014	7.0	1106	0.3999	0.7059	0.3999	0.6324
0.1014	7.0127	1108	0.4108	0.7059	0.4108	0.6410
0.1014	7.0253	1110	0.4240	0.7059	0.4240	0.6511
0.1014	7.0380	1112	0.4468	0.6723	0.4468	0.6684
0.1014	7.0506	1114	0.4558	0.6723	0.4558	0.6751
0.1014	7.0633	1116	0.4817	0.6723	0.4817	0.6941
0.1014	7.0759	1118	0.4978	0.6723	0.4978	0.7055
0.1014	7.0886	1120	0.4795	0.6723	0.4795	0.6924
0.1014	7.1013	1122	0.4321	0.6723	0.4321	0.6574
0.1014	7.1139	1124	0.3908	0.7059	0.3908	0.6251
0.1014	7.1266	1126	0.3842	0.7225	0.3842	0.6198
0.1014	7.1392	1128	0.3794	0.7225	0.3794	0.6160
0.1014	7.1519	1130	0.3770	0.7225	0.3770	0.6140
0.1014	7.1646	1132	0.3868	0.7225	0.3868	0.6219
0.1014	7.1772	1134	0.3975	0.7059	0.3975	0.6305
0.1014	7.1899	1136	0.4057	0.7059	0.4057	0.6370
0.1014	7.2025	1138	0.4142	0.7059	0.4142	0.6436
0.1014	7.2152	1140	0.4246	0.6723	0.4246	0.6516
0.1014	7.2278	1142	0.4236	0.6723	0.4236	0.6508
0.1014	7.2405	1144	0.4271	0.6723	0.4271	0.6535
0.1014	7.2532	1146	0.4223	0.7059	0.4223	0.6499
0.1014	7.2658	1148	0.4092	0.7059	0.4092	0.6397
0.1014	7.2785	1150	0.4004	0.6759	0.4004	0.6328
0.1014	7.2911	1152	0.4015	0.6759	0.4015	0.6336
0.1014	7.3038	1154	0.4052	0.6759	0.4052	0.6366
0.1014	7.3165	1156	0.4139	0.6759	0.4139	0.6434
0.1014	7.3291	1158	0.4140	0.6759	0.4140	0.6434
0.1014	7.3418	1160	0.4190	0.6759	0.4190	0.6473
0.1014	7.3544	1162	0.4185	0.6759	0.4185	0.6469
0.1014	7.3671	1164	0.4232	0.6759	0.4232	0.6506
0.1014	7.3797	1166	0.4278	0.6608	0.4278	0.6541
0.1014	7.3924	1168	0.4345	0.6608	0.4345	0.6592
0.1014	7.4051	1170	0.4330	0.6759	0.4330	0.6581
0.1014	7.4177	1172	0.4413	0.625	0.4413	0.6643
0.1014	7.4304	1174	0.4446	0.625	0.4446	0.6668
0.1014	7.4430	1176	0.4534	0.625	0.4534	0.6733
0.1014	7.4557	1178	0.4614	0.6723	0.4614	0.6793
0.1014	7.4684	1180	0.4588	0.6723	0.4588	0.6774
0.1014	7.4810	1182	0.4633	0.6723	0.4633	0.6806
0.1014	7.4937	1184	0.4590	0.6723	0.4590	0.6775
0.1014	7.5063	1186	0.4600	0.6723	0.4600	0.6782
0.1014	7.5190	1188	0.4564	0.6723	0.4564	0.6756
0.1014	7.5316	1190	0.4535	0.6723	0.4535	0.6734
0.1014	7.5443	1192	0.4405	0.6723	0.4405	0.6637
0.1014	7.5570	1194	0.4270	0.6385	0.4270	0.6534
0.1014	7.5696	1196	0.4203	0.6385	0.4203	0.6483
0.1014	7.5823	1198	0.4184	0.6385	0.4184	0.6469
0.1014	7.5949	1200	0.4130	0.6759	0.4130	0.6426
0.1014	7.6076	1202	0.4139	0.6385	0.4139	0.6434
0.1014	7.6203	1204	0.4225	0.6385	0.4225	0.6500
0.1014	7.6329	1206	0.4357	0.6723	0.4357	0.6601
0.1014	7.6456	1208	0.4442	0.6723	0.4442	0.6665
0.1014	7.6582	1210	0.4466	0.6723	0.4466	0.6683
0.1014	7.6709	1212	0.4424	0.6723	0.4424	0.6651
0.1014	7.6835	1214	0.4448	0.6723	0.4448	0.6669
0.1014	7.6962	1216	0.4521	0.6723	0.4521	0.6724
0.1014	7.7089	1218	0.4612	0.6723	0.4612	0.6792
0.1014	7.7215	1220	0.4597	0.6723	0.4597	0.6780
0.1014	7.7342	1222	0.4558	0.7222	0.4558	0.6751
0.1014	7.7468	1224	0.4358	0.7529	0.4358	0.6602
0.1014	7.7595	1226	0.4090	0.7529	0.4090	0.6395
0.1014	7.7722	1228	0.3775	0.7529	0.3775	0.6144
0.1014	7.7848	1230	0.3559	0.7131	0.3559	0.5965
0.1014	7.7975	1232	0.3451	0.7296	0.3451	0.5875
0.1014	7.8101	1234	0.3453	0.7296	0.3453	0.5876
0.1014	7.8228	1236	0.3526	0.7296	0.3526	0.5938
0.1014	7.8354	1238	0.3645	0.7131	0.3645	0.6037
0.1014	7.8481	1240	0.3800	0.7529	0.3800	0.6165
0.1014	7.8608	1242	0.3899	0.7529	0.3899	0.6244
0.1014	7.8734	1244	0.4088	0.7529	0.4088	0.6394
0.1014	7.8861	1246	0.4230	0.7529	0.4230	0.6504
0.1014	7.8987	1248	0.4379	0.7529	0.4379	0.6618
0.1014	7.9114	1250	0.4604	0.7072	0.4604	0.6786
0.1014	7.9241	1252	0.4790	0.7072	0.4790	0.6921
0.1014	7.9367	1254	0.4843	0.7072	0.4843	0.6959
0.1014	7.9494	1256	0.4978	0.7072	0.4978	0.7055
0.1014	7.9620	1258	0.4899	0.7072	0.4899	0.7000
0.1014	7.9747	1260	0.4570	0.7222	0.4570	0.6760
0.1014	7.9873	1262	0.4332	0.7222	0.4332	0.6582
0.1014	8.0	1264	0.4146	0.7529	0.4146	0.6439
0.1014	8.0127	1266	0.4065	0.7131	0.4065	0.6376
0.1014	8.0253	1268	0.4073	0.7131	0.4073	0.6382
0.1014	8.0380	1270	0.4103	0.7131	0.4103	0.6405
0.1014	8.0506	1272	0.4139	0.7131	0.4139	0.6433
0.1014	8.0633	1274	0.4164	0.7131	0.4164	0.6453
0.1014	8.0759	1276	0.4201	0.7296	0.4201	0.6481
0.1014	8.0886	1278	0.4340	0.6608	0.4340	0.6588
0.1014	8.1013	1280	0.4522	0.6723	0.4522	0.6724
0.1014	8.1139	1282	0.4607	0.6723	0.4607	0.6788
0.1014	8.1266	1284	0.4603	0.6723	0.4603	0.6785
0.1014	8.1392	1286	0.4644	0.6723	0.4644	0.6815
0.1014	8.1519	1288	0.4640	0.6723	0.4640	0.6812
0.1014	8.1646	1290	0.4692	0.6723	0.4692	0.6850
0.1014	8.1772	1292	0.4794	0.6723	0.4794	0.6924
0.1014	8.1899	1294	0.4844	0.6723	0.4844	0.6960
0.1014	8.2025	1296	0.4756	0.6723	0.4756	0.6897
0.1014	8.2152	1298	0.4609	0.6723	0.4609	0.6789
0.1014	8.2278	1300	0.4507	0.6723	0.4507	0.6713
0.1014	8.2405	1302	0.4366	0.625	0.4366	0.6608
0.1014	8.2532	1304	0.4236	0.6608	0.4236	0.6509
0.1014	8.2658	1306	0.4124	0.6759	0.4124	0.6422
0.1014	8.2785	1308	0.4013	0.6759	0.4013	0.6335
0.1014	8.2911	1310	0.3914	0.7296	0.3914	0.6256
0.1014	8.3038	1312	0.3827	0.7296	0.3827	0.6186
0.1014	8.3165	1314	0.3762	0.7296	0.3762	0.6134
0.1014	8.3291	1316	0.3736	0.7296	0.3736	0.6112
0.1014	8.3418	1318	0.3759	0.7296	0.3759	0.6131
0.1014	8.3544	1320	0.3853	0.7131	0.3853	0.6208
0.1014	8.3671	1322	0.4062	0.7529	0.4062	0.6373
0.1014	8.3797	1324	0.4426	0.6908	0.4426	0.6653
0.1014	8.3924	1326	0.4962	0.6585	0.4962	0.7044
0.1014	8.4051	1328	0.5428	0.6585	0.5428	0.7368
0.1014	8.4177	1330	0.5612	0.6585	0.5612	0.7491
0.1014	8.4304	1332	0.5554	0.6585	0.5554	0.7453
0.1014	8.4430	1334	0.5322	0.6585	0.5322	0.7296
0.1014	8.4557	1336	0.5000	0.6585	0.5000	0.7071
0.1014	8.4684	1338	0.4739	0.7072	0.4739	0.6884
0.1014	8.4810	1340	0.4448	0.7529	0.4448	0.6669
0.1014	8.4937	1342	0.4301	0.7529	0.4301	0.6558
0.1014	8.5063	1344	0.4187	0.7529	0.4186	0.6470
0.1014	8.5190	1346	0.4153	0.7529	0.4153	0.6444
0.1014	8.5316	1348	0.4102	0.7131	0.4102	0.6405
0.1014	8.5443	1350	0.4066	0.7131	0.4066	0.6376
0.1014	8.5570	1352	0.4025	0.7131	0.4025	0.6344
0.1014	8.5696	1354	0.4012	0.7131	0.4012	0.6334
0.1014	8.5823	1356	0.4009	0.7131	0.4009	0.6332
0.1014	8.5949	1358	0.4007	0.7131	0.4007	0.6330
0.1014	8.6076	1360	0.3992	0.7529	0.3992	0.6318
0.1014	8.6203	1362	0.4009	0.7529	0.4009	0.6332
0.1014	8.6329	1364	0.3956	0.7131	0.3956	0.6290
0.1014	8.6456	1366	0.3985	0.7529	0.3985	0.6312
0.1014	8.6582	1368	0.4022	0.7529	0.4022	0.6342
0.1014	8.6709	1370	0.4066	0.7529	0.4066	0.6376
0.1014	8.6835	1372	0.4120	0.7529	0.4120	0.6419
0.1014	8.6962	1374	0.4213	0.7529	0.4213	0.6491
0.1014	8.7089	1376	0.4344	0.7529	0.4344	0.6591
0.1014	8.7215	1378	0.4532	0.7529	0.4532	0.6732
0.1014	8.7342	1380	0.4744	0.7072	0.4744	0.6888
0.1014	8.7468	1382	0.4866	0.7072	0.4866	0.6976
0.1014	8.7595	1384	0.4830	0.7072	0.4830	0.6950
0.1014	8.7722	1386	0.4882	0.7072	0.4882	0.6987
0.1014	8.7848	1388	0.4847	0.7072	0.4847	0.6962
0.1014	8.7975	1390	0.4716	0.7072	0.4716	0.6867
0.1014	8.8101	1392	0.4650	0.7072	0.4650	0.6819
0.1014	8.8228	1394	0.4647	0.7072	0.4647	0.6817
0.1014	8.8354	1396	0.4665	0.7072	0.4665	0.6830
0.1014	8.8481	1398	0.4625	0.7072	0.4625	0.6801
0.1014	8.8608	1400	0.4636	0.7072	0.4636	0.6809
0.1014	8.8734	1402	0.4721	0.7072	0.4721	0.6871
0.1014	8.8861	1404	0.4770	0.6585	0.4770	0.6906
0.1014	8.8987	1406	0.4793	0.6585	0.4793	0.6923
0.1014	8.9114	1408	0.4795	0.6723	0.4795	0.6924
0.1014	8.9241	1410	0.4658	0.6723	0.4658	0.6825
0.1014	8.9367	1412	0.4518	0.6723	0.4518	0.6721
0.1014	8.9494	1414	0.4478	0.6723	0.4478	0.6692
0.1014	8.9620	1416	0.4402	0.6723	0.4402	0.6635
0.1014	8.9747	1418	0.4346	0.6723	0.4346	0.6592
0.1014	8.9873	1420	0.4286	0.7529	0.4286	0.6547
0.1014	9.0	1422	0.4264	0.7529	0.4264	0.6530
0.1014	9.0127	1424	0.4225	0.7529	0.4225	0.6500
0.1014	9.0253	1426	0.4186	0.7529	0.4186	0.6470
0.1014	9.0380	1428	0.4130	0.7529	0.4130	0.6426
0.1014	9.0506	1430	0.4051	0.7529	0.4051	0.6365
0.1014	9.0633	1432	0.4032	0.7529	0.4032	0.6350
0.1014	9.0759	1434	0.4064	0.7529	0.4064	0.6375
0.1014	9.0886	1436	0.4072	0.7529	0.4072	0.6382
0.1014	9.1013	1438	0.4089	0.7529	0.4089	0.6395
0.1014	9.1139	1440	0.4127	0.7529	0.4127	0.6424
0.1014	9.1266	1442	0.4128	0.7529	0.4128	0.6425
0.1014	9.1392	1444	0.4125	0.7529	0.4125	0.6423
0.1014	9.1519	1446	0.4103	0.7529	0.4103	0.6405
0.1014	9.1646	1448	0.4080	0.7529	0.4080	0.6388
0.1014	9.1772	1450	0.4009	0.7529	0.4009	0.6332
0.1014	9.1899	1452	0.3945	0.7529	0.3945	0.6281
0.1014	9.2025	1454	0.3909	0.7529	0.3909	0.6253
0.1014	9.2152	1456	0.3903	0.7529	0.3903	0.6247
0.1014	9.2278	1458	0.3908	0.7529	0.3908	0.6251
0.1014	9.2405	1460	0.3919	0.7529	0.3919	0.6261
0.1014	9.2532	1462	0.3922	0.7529	0.3922	0.6262
0.1014	9.2658	1464	0.3941	0.7529	0.3941	0.6278
0.1014	9.2785	1466	0.3934	0.7529	0.3934	0.6272
0.1014	9.2911	1468	0.3946	0.7529	0.3946	0.6281
0.1014	9.3038	1470	0.3946	0.7529	0.3946	0.6282
0.1014	9.3165	1472	0.3942	0.7529	0.3942	0.6278
0.1014	9.3291	1474	0.3939	0.7529	0.3939	0.6276
0.1014	9.3418	1476	0.3982	0.7529	0.3982	0.6310
0.1014	9.3544	1478	0.4034	0.7529	0.4034	0.6351
0.1014	9.3671	1480	0.4086	0.7529	0.4086	0.6392
0.1014	9.3797	1482	0.4153	0.7529	0.4153	0.6444
0.1014	9.3924	1484	0.4207	0.7529	0.4207	0.6486
0.1014	9.4051	1486	0.4187	0.7529	0.4187	0.6471
0.1014	9.4177	1488	0.4148	0.7529	0.4148	0.6440
0.1014	9.4304	1490	0.4075	0.7529	0.4075	0.6383
0.1014	9.4430	1492	0.4013	0.7529	0.4013	0.6335
0.1014	9.4557	1494	0.3982	0.7529	0.3982	0.6310
0.1014	9.4684	1496	0.3973	0.7529	0.3973	0.6303
0.1014	9.4810	1498	0.3962	0.7529	0.3962	0.6294
0.0573	9.4937	1500	0.3950	0.7529	0.3950	0.6285
0.0573	9.5063	1502	0.3971	0.7529	0.3971	0.6302
0.0573	9.5190	1504	0.4016	0.7529	0.4016	0.6337
0.0573	9.5316	1506	0.4065	0.7529	0.4065	0.6376
0.0573	9.5443	1508	0.4101	0.7529	0.4101	0.6404
0.0573	9.5570	1510	0.4132	0.7529	0.4132	0.6428
0.0573	9.5696	1512	0.4146	0.7529	0.4146	0.6439
0.0573	9.5823	1514	0.4180	0.7529	0.4180	0.6465
0.0573	9.5949	1516	0.4200	0.7529	0.4200	0.6481
0.0573	9.6076	1518	0.4205	0.7529	0.4205	0.6484
0.0573	9.6203	1520	0.4198	0.7529	0.4198	0.6479
0.0573	9.6329	1522	0.4188	0.7529	0.4188	0.6471
0.0573	9.6456	1524	0.4178	0.7529	0.4178	0.6464
0.0573	9.6582	1526	0.4168	0.7529	0.4168	0.6456
0.0573	9.6709	1528	0.4149	0.7529	0.4149	0.6441
0.0573	9.6835	1530	0.4145	0.7529	0.4145	0.6438
0.0573	9.6962	1532	0.4140	0.7529	0.4140	0.6434
0.0573	9.7089	1534	0.4128	0.7529	0.4128	0.6425
0.0573	9.7215	1536	0.4128	0.7529	0.4128	0.6425
0.0573	9.7342	1538	0.4141	0.7529	0.4141	0.6435
0.0573	9.7468	1540	0.4144	0.7529	0.4144	0.6437
0.0573	9.7595	1542	0.4153	0.7529	0.4153	0.6444
0.0573	9.7722	1544	0.4161	0.7529	0.4161	0.6451
0.0573	9.7848	1546	0.4157	0.7529	0.4157	0.6447
0.0573	9.7975	1548	0.4136	0.7529	0.4136	0.6432
0.0573	9.8101	1550	0.4118	0.7529	0.4118	0.6417
0.0573	9.8228	1552	0.4103	0.7529	0.4103	0.6405
0.0573	9.8354	1554	0.4096	0.7529	0.4096	0.6400
0.0573	9.8481	1556	0.4091	0.7529	0.4091	0.6396
0.0573	9.8608	1558	0.4089	0.7529	0.4089	0.6394
0.0573	9.8734	1560	0.4086	0.7529	0.4086	0.6392
0.0573	9.8861	1562	0.4078	0.7529	0.4078	0.6386
0.0573	9.8987	1564	0.4075	0.7529	0.4075	0.6384
0.0573	9.9114	1566	0.4068	0.7529	0.4068	0.6378
0.0573	9.9241	1568	0.4064	0.7529	0.4064	0.6375
0.0573	9.9367	1570	0.4062	0.7529	0.4062	0.6374
0.0573	9.9494	1572	0.4062	0.7529	0.4062	0.6374
0.0573	9.9620	1574	0.4065	0.7529	0.4065	0.6376
0.0573	9.9747	1576	0.4068	0.7529	0.4068	0.6378
0.0573	9.9873	1578	0.4070	0.7529	0.4070	0.6380
0.0573	10.0	1580	0.4071	0.7529	0.4071	0.6381

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1