ASAP_FineTuningBERT_Aug_k10_task1_organization_fold1

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.4343
• Qwk: 0.6828
• Mse: 0.4343
• Rmse: 0.6590

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: 32
• eval_batch_size: 32
• 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	0.0109	2	14.1789	0.0	14.1789	3.7655
No log	0.0219	4	9.4601	-0.0002	9.4601	3.0757
No log	0.0328	6	6.7039	0.0088	6.7039	2.5892
No log	0.0437	8	5.2235	0.0	5.2235	2.2855
No log	0.0546	10	5.2435	0.0	5.2435	2.2899
No log	0.0656	12	3.8311	-0.0245	3.8311	1.9573
No log	0.0765	14	3.2489	0.0162	3.2489	1.8025
No log	0.0874	16	2.6749	0.0040	2.6749	1.6355
No log	0.0984	18	2.3878	0.0055	2.3878	1.5452
No log	0.1093	20	1.8945	0.0	1.8945	1.3764
No log	0.1202	22	1.6392	0.0	1.6392	1.2803
No log	0.1311	24	1.2912	0.1113	1.2912	1.1363
No log	0.1421	26	1.1422	0.0400	1.1422	1.0687
No log	0.1530	28	1.0130	0.0106	1.0130	1.0065
No log	0.1639	30	0.9263	0.0	0.9263	0.9625
No log	0.1749	32	0.8953	0.0	0.8953	0.9462
No log	0.1858	34	0.9182	0.0	0.9182	0.9582
No log	0.1967	36	0.9318	0.0	0.9318	0.9653
No log	0.2077	38	1.0254	0.0424	1.0254	1.0126
No log	0.2186	40	1.0156	0.0586	1.0156	1.0078
No log	0.2295	42	0.9197	0.0742	0.9197	0.9590
No log	0.2404	44	1.0067	0.0	1.0067	1.0033
No log	0.2514	46	0.9330	0.0	0.9330	0.9659
No log	0.2623	48	0.9484	0.2619	0.9484	0.9739
No log	0.2732	50	0.8811	0.0119	0.8811	0.9387
No log	0.2842	52	0.8344	0.0379	0.8344	0.9135
No log	0.2951	54	0.8245	0.0482	0.8245	0.9080
No log	0.3060	56	0.8316	0.0315	0.8316	0.9119
No log	0.3169	58	0.9018	0.0106	0.9018	0.9496
No log	0.3279	60	0.9466	0.0106	0.9466	0.9730
No log	0.3388	62	0.9551	0.0106	0.9551	0.9773
No log	0.3497	64	0.8340	0.0316	0.8340	0.9132
No log	0.3607	66	0.7705	0.0663	0.7705	0.8778
No log	0.3716	68	0.7504	0.0645	0.7504	0.8663
No log	0.3825	70	0.7620	0.0707	0.7620	0.8729
No log	0.3934	72	0.7448	0.0969	0.7448	0.8630
No log	0.4044	74	0.7023	0.0828	0.7023	0.8381
No log	0.4153	76	0.7446	0.0418	0.7446	0.8629
No log	0.4262	78	0.8371	0.0315	0.8371	0.9149
No log	0.4372	80	0.8154	0.0418	0.8154	0.9030
No log	0.4481	82	0.6675	0.1040	0.6675	0.8170
No log	0.4590	84	0.6637	0.1867	0.6637	0.8147
No log	0.4699	86	0.8092	0.2324	0.8092	0.8996
No log	0.4809	88	0.6696	0.1772	0.6696	0.8183
No log	0.4918	90	0.7069	0.0521	0.7069	0.8408
No log	0.5027	92	0.7755	0.1424	0.7755	0.8806
No log	0.5137	94	0.8115	0.2443	0.8115	0.9009
No log	0.5246	96	0.7862	0.2914	0.7862	0.8867
No log	0.5355	98	0.7444	0.3185	0.7444	0.8628
No log	0.5464	100	0.7149	0.1163	0.7149	0.8455
No log	0.5574	102	0.7028	0.1742	0.7028	0.8383
No log	0.5683	104	0.5869	0.1738	0.5869	0.7661
No log	0.5792	106	0.6169	0.1706	0.6169	0.7854
No log	0.5902	108	0.5825	0.2129	0.5825	0.7632
No log	0.6011	110	0.6352	0.2685	0.6352	0.7970
No log	0.6120	112	0.7164	0.2895	0.7164	0.8464
No log	0.6230	114	0.6857	0.2737	0.6857	0.8281
No log	0.6339	116	0.6143	0.1874	0.6143	0.7838
No log	0.6448	118	0.7046	0.1114	0.7046	0.8394
No log	0.6557	120	0.9554	0.1044	0.9554	0.9774
No log	0.6667	122	0.9606	0.0872	0.9606	0.9801
No log	0.6776	124	0.8275	0.0583	0.8275	0.9096
No log	0.6885	126	0.7398	0.0583	0.7398	0.8601
No log	0.6995	128	0.7323	0.0583	0.7323	0.8558
No log	0.7104	130	0.7692	0.0707	0.7692	0.8770
No log	0.7213	132	0.7347	0.0583	0.7347	0.8571
No log	0.7322	134	0.7172	0.0583	0.7172	0.8469
No log	0.7432	136	0.7012	0.0583	0.7012	0.8374
No log	0.7541	138	0.6804	0.1179	0.6804	0.8248
No log	0.7650	140	0.7080	0.1642	0.7080	0.8414
No log	0.7760	142	0.6411	0.1654	0.6411	0.8007
No log	0.7869	144	0.6105	0.1466	0.6105	0.7813
No log	0.7978	146	0.6146	0.2745	0.6146	0.7840
No log	0.8087	148	0.6224	0.5065	0.6224	0.7889
No log	0.8197	150	0.5854	0.4996	0.5854	0.7651
No log	0.8306	152	0.5275	0.3048	0.5275	0.7263
No log	0.8415	154	0.6258	0.2906	0.6258	0.7911
No log	0.8525	156	0.6752	0.2933	0.6752	0.8217
No log	0.8634	158	0.5665	0.2549	0.5665	0.7526
No log	0.8743	160	0.5561	0.3568	0.5561	0.7457
No log	0.8852	162	0.5938	0.4459	0.5938	0.7706
No log	0.8962	164	0.6049	0.3657	0.6049	0.7777
No log	0.9071	166	0.6631	0.1406	0.6631	0.8143
No log	0.9180	168	0.7038	0.1491	0.7038	0.8389
No log	0.9290	170	0.6221	0.1680	0.6221	0.7887
No log	0.9399	172	0.5553	0.2295	0.5553	0.7452
No log	0.9508	174	0.5432	0.2659	0.5432	0.7370
No log	0.9617	176	0.5287	0.2843	0.5287	0.7271
No log	0.9727	178	0.5256	0.3102	0.5256	0.7250
No log	0.9836	180	0.5196	0.3430	0.5196	0.7209
No log	0.9945	182	0.5304	0.3718	0.5304	0.7283
No log	1.0055	184	0.5403	0.3780	0.5403	0.7351
No log	1.0164	186	0.5235	0.4370	0.5235	0.7235
No log	1.0273	188	0.4944	0.4900	0.4944	0.7032
No log	1.0383	190	0.4662	0.5357	0.4662	0.6828
No log	1.0492	192	0.4610	0.5385	0.4610	0.6789
No log	1.0601	194	0.4702	0.5333	0.4702	0.6857
No log	1.0710	196	0.5005	0.5630	0.5005	0.7074
No log	1.0820	198	0.6166	0.5571	0.6166	0.7852
No log	1.0929	200	0.6454	0.5377	0.6454	0.8033
No log	1.1038	202	0.5709	0.5229	0.5709	0.7556
No log	1.1148	204	0.5619	0.4794	0.5619	0.7496
No log	1.1257	206	0.5985	0.5233	0.5985	0.7736
No log	1.1366	208	0.6531	0.5497	0.6531	0.8081
No log	1.1475	210	0.5850	0.5776	0.5850	0.7649
No log	1.1585	212	0.5471	0.5492	0.5471	0.7397
No log	1.1694	214	0.5583	0.5453	0.5583	0.7472
No log	1.1803	216	0.5010	0.4413	0.5010	0.7078
No log	1.1913	218	0.4814	0.4341	0.4814	0.6939
No log	1.2022	220	0.4597	0.5142	0.4597	0.6780
No log	1.2131	222	0.4564	0.5443	0.4564	0.6755
No log	1.2240	224	0.4444	0.5184	0.4444	0.6667
No log	1.2350	226	0.4441	0.5238	0.4441	0.6664
No log	1.2459	228	0.4460	0.5804	0.4460	0.6679
No log	1.2568	230	0.4810	0.5931	0.4810	0.6936
No log	1.2678	232	0.5246	0.5743	0.5246	0.7243
No log	1.2787	234	0.5335	0.5358	0.5335	0.7304
No log	1.2896	236	0.5301	0.4856	0.5301	0.7281
No log	1.3005	238	0.5644	0.5115	0.5644	0.7513
No log	1.3115	240	0.4750	0.5368	0.4750	0.6892
No log	1.3224	242	0.5530	0.4128	0.5530	0.7437
No log	1.3333	244	0.4930	0.4574	0.4930	0.7021
No log	1.3443	246	0.4788	0.6031	0.4788	0.6919
No log	1.3552	248	0.6167	0.5881	0.6167	0.7853
No log	1.3661	250	0.5248	0.6057	0.5248	0.7244
No log	1.3770	252	0.4988	0.4176	0.4988	0.7062
No log	1.3880	254	0.5818	0.3303	0.5818	0.7627
No log	1.3989	256	0.5330	0.3715	0.5330	0.7301
No log	1.4098	258	0.5061	0.5118	0.5061	0.7114
No log	1.4208	260	0.5194	0.5404	0.5194	0.7207
No log	1.4317	262	0.4773	0.5476	0.4773	0.6908
No log	1.4426	264	0.4499	0.5075	0.4499	0.6707
No log	1.4536	266	0.4315	0.5509	0.4315	0.6569
No log	1.4645	268	0.4336	0.5880	0.4336	0.6585
No log	1.4754	270	0.4701	0.5751	0.4701	0.6856
No log	1.4863	272	0.4992	0.5476	0.4992	0.7065
No log	1.4973	274	0.5184	0.4787	0.5184	0.7200
No log	1.5082	276	0.5729	0.4987	0.5729	0.7569
No log	1.5191	278	0.6270	0.4721	0.6270	0.7918
No log	1.5301	280	0.6072	0.4658	0.6072	0.7792
No log	1.5410	282	0.5376	0.4273	0.5376	0.7332
No log	1.5519	284	0.4989	0.4344	0.4989	0.7063
No log	1.5628	286	0.4536	0.5314	0.4536	0.6735
No log	1.5738	288	0.5414	0.5869	0.5414	0.7358
No log	1.5847	290	0.5300	0.6178	0.5300	0.7280
No log	1.5956	292	0.4025	0.5937	0.4025	0.6344
No log	1.6066	294	0.4080	0.5399	0.4080	0.6387
No log	1.6175	296	0.4256	0.6221	0.4256	0.6524
No log	1.6284	298	0.4739	0.6341	0.4739	0.6884
No log	1.6393	300	0.4071	0.6012	0.4071	0.6380
No log	1.6503	302	0.4014	0.5598	0.4014	0.6336
No log	1.6612	304	0.4180	0.6113	0.4180	0.6465
No log	1.6721	306	0.4969	0.6305	0.4969	0.7049
No log	1.6831	308	0.4780	0.6410	0.4780	0.6914
No log	1.6940	310	0.4035	0.5801	0.4035	0.6352
No log	1.7049	312	0.5961	0.4179	0.5961	0.7720
No log	1.7158	314	0.5675	0.4326	0.5675	0.7533
No log	1.7268	316	0.4057	0.5940	0.4057	0.6370
No log	1.7377	318	0.5059	0.6366	0.5059	0.7113
No log	1.7486	320	0.6015	0.5919	0.6015	0.7756
No log	1.7596	322	0.5197	0.6216	0.5197	0.7209
No log	1.7705	324	0.4682	0.5310	0.4682	0.6842
No log	1.7814	326	0.4665	0.4939	0.4665	0.6830
No log	1.7923	328	0.4746	0.5552	0.4746	0.6889
No log	1.8033	330	0.5345	0.6037	0.5345	0.7311
No log	1.8142	332	0.5584	0.6274	0.5584	0.7473
No log	1.8251	334	0.4737	0.6571	0.4737	0.6882
No log	1.8361	336	0.4033	0.5539	0.4033	0.6350
No log	1.8470	338	0.4598	0.4858	0.4598	0.6781
No log	1.8579	340	0.4197	0.5420	0.4197	0.6478
No log	1.8689	342	0.4212	0.6235	0.4212	0.6490
No log	1.8798	344	0.4200	0.6371	0.4200	0.6481
No log	1.8907	346	0.3990	0.5783	0.3990	0.6316
No log	1.9016	348	0.4226	0.5218	0.4226	0.6501
No log	1.9126	350	0.4149	0.5250	0.4149	0.6442
No log	1.9235	352	0.4351	0.5940	0.4351	0.6596
No log	1.9344	354	0.5040	0.6247	0.5040	0.7099
No log	1.9454	356	0.4859	0.6176	0.4859	0.6970
No log	1.9563	358	0.4065	0.5837	0.4065	0.6376
No log	1.9672	360	0.4146	0.5273	0.4146	0.6439
No log	1.9781	362	0.4071	0.5699	0.4071	0.6381
No log	1.9891	364	0.4827	0.6188	0.4827	0.6948
No log	2.0	366	0.7078	0.5839	0.7078	0.8413
No log	2.0109	368	0.7318	0.5785	0.7318	0.8554
No log	2.0219	370	0.5917	0.5791	0.5917	0.7692
No log	2.0328	372	0.4511	0.5734	0.4511	0.6716
No log	2.0437	374	0.4450	0.5060	0.4450	0.6671
No log	2.0546	376	0.4404	0.5194	0.4404	0.6636
No log	2.0656	378	0.4594	0.5884	0.4594	0.6778
No log	2.0765	380	0.5087	0.5876	0.5087	0.7132
No log	2.0874	382	0.4920	0.6001	0.4920	0.7014
No log	2.0984	384	0.4247	0.6251	0.4247	0.6517
No log	2.1093	386	0.4035	0.5417	0.4035	0.6352
No log	2.1202	388	0.4045	0.5479	0.4045	0.6360
No log	2.1311	390	0.4082	0.6009	0.4082	0.6389
No log	2.1421	392	0.4057	0.6156	0.4057	0.6369
No log	2.1530	394	0.3942	0.5717	0.3942	0.6279
No log	2.1639	396	0.3955	0.5744	0.3955	0.6289
No log	2.1749	398	0.4179	0.6359	0.4179	0.6464
No log	2.1858	400	0.4318	0.6241	0.4318	0.6571
No log	2.1967	402	0.4105	0.5794	0.4105	0.6407
No log	2.2077	404	0.4181	0.6184	0.4181	0.6466
No log	2.2186	406	0.4245	0.6411	0.4245	0.6515
No log	2.2295	408	0.4838	0.7039	0.4838	0.6955
No log	2.2404	410	0.4563	0.6736	0.4563	0.6755
No log	2.2514	412	0.4220	0.6546	0.4220	0.6496
No log	2.2623	414	0.4187	0.6309	0.4187	0.6471
No log	2.2732	416	0.4298	0.6515	0.4298	0.6556
No log	2.2842	418	0.4295	0.6683	0.4295	0.6554
No log	2.2951	420	0.4378	0.6727	0.4378	0.6616
No log	2.3060	422	0.4848	0.7065	0.4848	0.6963
No log	2.3169	424	0.4900	0.7102	0.4900	0.7000
No log	2.3279	426	0.4864	0.7043	0.4864	0.6974
No log	2.3388	428	0.4254	0.6500	0.4254	0.6522
No log	2.3497	430	0.4424	0.6649	0.4424	0.6652
No log	2.3607	432	0.4411	0.6596	0.4411	0.6642
No log	2.3716	434	0.4951	0.6895	0.4951	0.7037
No log	2.3825	436	0.4736	0.6470	0.4736	0.6882
No log	2.3934	438	0.3945	0.6360	0.3945	0.6281
No log	2.4044	440	0.3849	0.6109	0.3849	0.6204
No log	2.4153	442	0.3977	0.6743	0.3977	0.6306
No log	2.4262	444	0.4673	0.6772	0.4673	0.6836
No log	2.4372	446	0.4191	0.6863	0.4191	0.6474
No log	2.4481	448	0.3829	0.5632	0.3829	0.6188
No log	2.4590	450	0.4607	0.4736	0.4607	0.6788
No log	2.4699	452	0.4604	0.4519	0.4604	0.6786
No log	2.4809	454	0.4117	0.5257	0.4117	0.6417
No log	2.4918	456	0.4919	0.6471	0.4919	0.7013
No log	2.5027	458	0.6115	0.6222	0.6115	0.7820
No log	2.5137	460	0.5588	0.6357	0.5588	0.7475
No log	2.5246	462	0.4183	0.6196	0.4183	0.6467
No log	2.5355	464	0.3884	0.6091	0.3884	0.6232
No log	2.5464	466	0.4146	0.6658	0.4146	0.6439
No log	2.5574	468	0.4609	0.6953	0.4609	0.6789
No log	2.5683	470	0.4937	0.7030	0.4937	0.7026
No log	2.5792	472	0.4165	0.7009	0.4165	0.6453
No log	2.5902	474	0.4035	0.6975	0.4035	0.6353
No log	2.6011	476	0.3784	0.6448	0.3784	0.6152
No log	2.6120	478	0.3827	0.6170	0.3827	0.6186
No log	2.6230	480	0.3785	0.6373	0.3785	0.6152
No log	2.6339	482	0.3974	0.6763	0.3974	0.6304
No log	2.6448	484	0.4128	0.6699	0.4128	0.6425
No log	2.6557	486	0.4248	0.6726	0.4248	0.6518
No log	2.6667	488	0.4199	0.6384	0.4199	0.6480
No log	2.6776	490	0.4513	0.6759	0.4513	0.6718
No log	2.6885	492	0.4844	0.6906	0.4844	0.6960
No log	2.6995	494	0.5336	0.7130	0.5336	0.7305
No log	2.7104	496	0.4151	0.6785	0.4151	0.6443
No log	2.7213	498	0.3709	0.5880	0.3709	0.6090
0.607	2.7322	500	0.3684	0.6001	0.3684	0.6070
0.607	2.7432	502	0.3772	0.6561	0.3772	0.6142
0.607	2.7541	504	0.3863	0.6633	0.3863	0.6216
0.607	2.7650	506	0.4477	0.6714	0.4477	0.6691
0.607	2.7760	508	0.4170	0.6614	0.4170	0.6457
0.607	2.7869	510	0.4144	0.6592	0.4144	0.6438
0.607	2.7978	512	0.4140	0.6381	0.4140	0.6434
0.607	2.8087	514	0.4222	0.6254	0.4222	0.6498
0.607	2.8197	516	0.3975	0.6220	0.3975	0.6305
0.607	2.8306	518	0.4390	0.6677	0.4390	0.6626
0.607	2.8415	520	0.5226	0.6969	0.5226	0.7229
0.607	2.8525	522	0.4767	0.6591	0.4767	0.6904
0.607	2.8634	524	0.4297	0.5988	0.4297	0.6555
0.607	2.8743	526	0.4443	0.6188	0.4443	0.6666
0.607	2.8852	528	0.4930	0.6881	0.4930	0.7021
0.607	2.8962	530	0.4471	0.6759	0.4471	0.6686
0.607	2.9071	532	0.3930	0.5952	0.3930	0.6269
0.607	2.9180	534	0.4175	0.5611	0.4175	0.6461
0.607	2.9290	536	0.3994	0.5988	0.3994	0.6320
0.607	2.9399	538	0.4489	0.7035	0.4489	0.6700
0.607	2.9508	540	0.5295	0.7269	0.5295	0.7277
0.607	2.9617	542	0.5152	0.7101	0.5152	0.7178
0.607	2.9727	544	0.4430	0.6825	0.4430	0.6656
0.607	2.9836	546	0.3930	0.5991	0.3930	0.6269
0.607	2.9945	548	0.3973	0.5746	0.3973	0.6303
0.607	3.0055	550	0.3952	0.6510	0.3952	0.6286
0.607	3.0164	552	0.4923	0.7022	0.4923	0.7017
0.607	3.0273	554	0.6044	0.7124	0.6044	0.7774
0.607	3.0383	556	0.5509	0.7097	0.5509	0.7422
0.607	3.0492	558	0.4189	0.6357	0.4189	0.6472
0.607	3.0601	560	0.3894	0.5636	0.3894	0.6240
0.607	3.0710	562	0.3822	0.5907	0.3822	0.6183
0.607	3.0820	564	0.3771	0.6326	0.3771	0.6141
0.607	3.0929	566	0.3787	0.6395	0.3787	0.6154
0.607	3.1038	568	0.3792	0.6340	0.3792	0.6158
0.607	3.1148	570	0.3834	0.6278	0.3834	0.6192
0.607	3.1257	572	0.3847	0.6427	0.3847	0.6202
0.607	3.1366	574	0.3863	0.6368	0.3863	0.6215
0.607	3.1475	576	0.3971	0.6653	0.3971	0.6302
0.607	3.1585	578	0.4385	0.7050	0.4385	0.6622
0.607	3.1694	580	0.4307	0.6727	0.4307	0.6563
0.607	3.1803	582	0.4245	0.6519	0.4245	0.6515
0.607	3.1913	584	0.4061	0.6455	0.4061	0.6373
0.607	3.2022	586	0.4596	0.6835	0.4596	0.6779
0.607	3.2131	588	0.5658	0.7147	0.5658	0.7522
0.607	3.2240	590	0.5216	0.7017	0.5216	0.7222
0.607	3.2350	592	0.4061	0.6832	0.4061	0.6372
0.607	3.2459	594	0.3829	0.6158	0.3829	0.6188
0.607	3.2568	596	0.3852	0.6522	0.3852	0.6206
0.607	3.2678	598	0.3973	0.6769	0.3973	0.6303
0.607	3.2787	600	0.3808	0.6280	0.3808	0.6171
0.607	3.2896	602	0.3861	0.5614	0.3861	0.6214
0.607	3.3005	604	0.3780	0.5874	0.3780	0.6149
0.607	3.3115	606	0.4420	0.6650	0.4420	0.6649
0.607	3.3224	608	0.4948	0.6662	0.4948	0.7034
0.607	3.3333	610	0.4449	0.6152	0.4449	0.6670
0.607	3.3443	612	0.4246	0.5565	0.4246	0.6516
0.607	3.3552	614	0.4310	0.6360	0.4310	0.6565
0.607	3.3661	616	0.4138	0.6589	0.4138	0.6433
0.607	3.3770	618	0.4347	0.7003	0.4347	0.6593
0.607	3.3880	620	0.3917	0.6808	0.3917	0.6258
0.607	3.3989	622	0.5135	0.5013	0.5135	0.7166
0.607	3.4098	624	0.6443	0.4388	0.6443	0.8027
0.607	3.4208	626	0.4526	0.5425	0.4526	0.6727
0.607	3.4317	628	0.4097	0.6892	0.4097	0.6401
0.607	3.4426	630	0.4461	0.6864	0.4461	0.6679
0.607	3.4536	632	0.3879	0.6434	0.3879	0.6228
0.607	3.4645	634	0.4188	0.5163	0.4188	0.6472
0.607	3.4754	636	0.4235	0.5117	0.4235	0.6508
0.607	3.4863	638	0.3996	0.5794	0.3996	0.6322
0.607	3.4973	640	0.5455	0.7092	0.5455	0.7386
0.607	3.5082	642	0.7077	0.6892	0.7077	0.8412
0.607	3.5191	644	0.6435	0.6944	0.6435	0.8022
0.607	3.5301	646	0.4782	0.6520	0.4782	0.6915
0.607	3.5410	648	0.4269	0.4913	0.4269	0.6533
0.607	3.5519	650	0.4246	0.4695	0.4246	0.6516
0.607	3.5628	652	0.4115	0.5998	0.4115	0.6415
0.607	3.5738	654	0.4597	0.6877	0.4597	0.6780
0.607	3.5847	656	0.4340	0.6687	0.4340	0.6588
0.607	3.5956	658	0.3930	0.6341	0.3930	0.6269
0.607	3.6066	660	0.3879	0.6562	0.3879	0.6228
0.607	3.6175	662	0.4091	0.7019	0.4091	0.6396
0.607	3.6284	664	0.3864	0.6803	0.3864	0.6216
0.607	3.6393	666	0.3978	0.5652	0.3978	0.6307
0.607	3.6503	668	0.3905	0.5819	0.3905	0.6249
0.607	3.6612	670	0.3886	0.6652	0.3886	0.6234
0.607	3.6721	672	0.4489	0.7227	0.4489	0.6700
0.607	3.6831	674	0.4531	0.7178	0.4531	0.6732
0.607	3.6940	676	0.4081	0.6671	0.4081	0.6388
0.607	3.7049	678	0.4041	0.6518	0.4041	0.6357
0.607	3.7158	680	0.4603	0.6997	0.4603	0.6785
0.607	3.7268	682	0.4787	0.6952	0.4787	0.6919
0.607	3.7377	684	0.4338	0.6872	0.4338	0.6586
0.607	3.7486	686	0.4440	0.6928	0.4440	0.6663
0.607	3.7596	688	0.4232	0.6878	0.4232	0.6506
0.607	3.7705	690	0.4355	0.7064	0.4355	0.6599
0.607	3.7814	692	0.3944	0.6410	0.3944	0.6280
0.607	3.7923	694	0.3913	0.5901	0.3913	0.6255
0.607	3.8033	696	0.3891	0.6045	0.3891	0.6238
0.607	3.8142	698	0.3933	0.6621	0.3933	0.6272
0.607	3.8251	700	0.4423	0.7134	0.4423	0.6651
0.607	3.8361	702	0.4065	0.6602	0.4065	0.6376
0.607	3.8470	704	0.3859	0.6226	0.3859	0.6212
0.607	3.8579	706	0.4044	0.5417	0.4044	0.6359
0.607	3.8689	708	0.3895	0.6043	0.3895	0.6241
0.607	3.8798	710	0.4644	0.7039	0.4644	0.6815
0.607	3.8907	712	0.5670	0.7059	0.5670	0.7530
0.607	3.9016	714	0.5141	0.7080	0.5141	0.7170
0.607	3.9126	716	0.4022	0.6472	0.4022	0.6342
0.607	3.9235	718	0.3812	0.6223	0.3812	0.6174
0.607	3.9344	720	0.3800	0.6402	0.3800	0.6165
0.607	3.9454	722	0.4080	0.6947	0.4080	0.6388
0.607	3.9563	724	0.4075	0.6923	0.4075	0.6384
0.607	3.9672	726	0.3904	0.6554	0.3904	0.6248
0.607	3.9781	728	0.3910	0.6419	0.3910	0.6253
0.607	3.9891	730	0.4150	0.6495	0.4150	0.6442
0.607	4.0	732	0.4696	0.7022	0.4696	0.6853
0.607	4.0109	734	0.4725	0.6901	0.4725	0.6874
0.607	4.0219	736	0.4559	0.6708	0.4559	0.6752
0.607	4.0328	738	0.4124	0.6242	0.4124	0.6422
0.607	4.0437	740	0.4292	0.6620	0.4292	0.6552
0.607	4.0546	742	0.4520	0.6842	0.4520	0.6723
0.607	4.0656	744	0.4590	0.7001	0.4590	0.6775
0.607	4.0765	746	0.3923	0.6585	0.3923	0.6263
0.607	4.0874	748	0.3881	0.5867	0.3881	0.6230
0.607	4.0984	750	0.3898	0.6338	0.3898	0.6243
0.607	4.1093	752	0.4601	0.7051	0.4601	0.6783
0.607	4.1202	754	0.5707	0.7124	0.5707	0.7554
0.607	4.1311	756	0.5407	0.7193	0.5407	0.7353
0.607	4.1421	758	0.4473	0.6954	0.4473	0.6688
0.607	4.1530	760	0.4335	0.6742	0.4335	0.6584
0.607	4.1639	762	0.4578	0.7089	0.4578	0.6766
0.607	4.1749	764	0.4706	0.7117	0.4706	0.6860
0.607	4.1858	766	0.4105	0.6800	0.4105	0.6407
0.607	4.1967	768	0.3975	0.6577	0.3975	0.6305
0.607	4.2077	770	0.3907	0.6524	0.3907	0.6251
0.607	4.2186	772	0.4313	0.7087	0.4313	0.6567
0.607	4.2295	774	0.4147	0.6954	0.4147	0.6440
0.607	4.2404	776	0.3894	0.6156	0.3894	0.6240
0.607	4.2514	778	0.3928	0.6310	0.3928	0.6267
0.607	4.2623	780	0.4224	0.6944	0.4224	0.6499
0.607	4.2732	782	0.5036	0.7232	0.5036	0.7096
0.607	4.2842	784	0.4738	0.7135	0.4738	0.6883
0.607	4.2951	786	0.4090	0.6499	0.4090	0.6395
0.607	4.3060	788	0.3925	0.5809	0.3925	0.6265
0.607	4.3169	790	0.3883	0.6072	0.3883	0.6231
0.607	4.3279	792	0.4304	0.6704	0.4304	0.6561
0.607	4.3388	794	0.4758	0.7198	0.4758	0.6898
0.607	4.3497	796	0.4395	0.6953	0.4395	0.6629
0.607	4.3607	798	0.3904	0.6172	0.3904	0.6248
0.607	4.3716	800	0.3941	0.5754	0.3941	0.6278
0.607	4.3825	802	0.3875	0.6302	0.3875	0.6225
0.607	4.3934	804	0.4530	0.7273	0.4530	0.6730
0.607	4.4044	806	0.4927	0.7342	0.4927	0.7019
0.607	4.4153	808	0.4266	0.6905	0.4266	0.6531
0.607	4.4262	810	0.3930	0.6281	0.3930	0.6269
0.607	4.4372	812	0.3883	0.6272	0.3883	0.6232
0.607	4.4481	814	0.4272	0.6993	0.4272	0.6536
0.607	4.4590	816	0.4875	0.7405	0.4875	0.6982
0.607	4.4699	818	0.4591	0.7352	0.4591	0.6776
0.607	4.4809	820	0.4082	0.6844	0.4082	0.6389
0.607	4.4918	822	0.3852	0.6162	0.3852	0.6206
0.607	4.5027	824	0.3863	0.6337	0.3863	0.6216
0.607	4.5137	826	0.4065	0.6743	0.4065	0.6376
0.607	4.5246	828	0.4270	0.6945	0.4270	0.6534
0.607	4.5355	830	0.4097	0.6740	0.4097	0.6401
0.607	4.5464	832	0.4097	0.6568	0.4097	0.6401
0.607	4.5574	834	0.4218	0.6730	0.4218	0.6495
0.607	4.5683	836	0.4475	0.6717	0.4475	0.6689
0.607	4.5792	838	0.4434	0.6664	0.4434	0.6659
0.607	4.5902	840	0.4420	0.6722	0.4420	0.6648
0.607	4.6011	842	0.4006	0.6141	0.4006	0.6329
0.607	4.6120	844	0.3941	0.6079	0.3941	0.6278
0.607	4.6230	846	0.4142	0.6932	0.4142	0.6436
0.607	4.6339	848	0.4404	0.6876	0.4404	0.6636
0.607	4.6448	850	0.4210	0.6736	0.4210	0.6489
0.607	4.6557	852	0.4061	0.5875	0.4061	0.6373
0.607	4.6667	854	0.4138	0.5792	0.4138	0.6433
0.607	4.6776	856	0.4460	0.6530	0.4460	0.6678
0.607	4.6885	858	0.5358	0.7033	0.5358	0.7320
0.607	4.6995	860	0.5115	0.7053	0.5115	0.7152
0.607	4.7104	862	0.4208	0.6442	0.4208	0.6487
0.607	4.7213	864	0.4039	0.6006	0.4039	0.6355
0.607	4.7322	866	0.3984	0.6099	0.3984	0.6312
0.607	4.7432	868	0.4098	0.6658	0.4098	0.6402
0.607	4.7541	870	0.4521	0.7137	0.4521	0.6724
0.607	4.7650	872	0.4410	0.7141	0.4410	0.6640
0.607	4.7760	874	0.4126	0.6622	0.4126	0.6423
0.607	4.7869	876	0.3992	0.6234	0.3992	0.6318
0.607	4.7978	878	0.3970	0.6267	0.3970	0.6301
0.607	4.8087	880	0.4332	0.6711	0.4332	0.6582
0.607	4.8197	882	0.5048	0.7190	0.5048	0.7105
0.607	4.8306	884	0.4796	0.7010	0.4796	0.6925
0.607	4.8415	886	0.4306	0.6482	0.4306	0.6562
0.607	4.8525	888	0.4131	0.6232	0.4131	0.6428
0.607	4.8634	890	0.4270	0.6525	0.4270	0.6534
0.607	4.8743	892	0.4205	0.6597	0.4205	0.6485
0.607	4.8852	894	0.4302	0.6630	0.4302	0.6559
0.607	4.8962	896	0.4294	0.6730	0.4294	0.6553
0.607	4.9071	898	0.4071	0.6492	0.4071	0.6380
0.607	4.9180	900	0.4043	0.6471	0.4043	0.6359
0.607	4.9290	902	0.4179	0.6573	0.4179	0.6464
0.607	4.9399	904	0.4568	0.6980	0.4568	0.6758
0.607	4.9508	906	0.4659	0.7002	0.4659	0.6825
0.607	4.9617	908	0.4453	0.6775	0.4453	0.6673
0.607	4.9727	910	0.4177	0.6397	0.4177	0.6463
0.607	4.9836	912	0.4257	0.6499	0.4257	0.6525
0.607	4.9945	914	0.4626	0.6786	0.4626	0.6802
0.607	5.0055	916	0.5056	0.6989	0.5056	0.7110
0.607	5.0164	918	0.5613	0.7235	0.5613	0.7492
0.607	5.0273	920	0.4788	0.6820	0.4788	0.6919
0.607	5.0383	922	0.4226	0.6052	0.4226	0.6501
0.607	5.0492	924	0.4478	0.5633	0.4478	0.6692
0.607	5.0601	926	0.4240	0.5777	0.4240	0.6512
0.607	5.0710	928	0.4287	0.6599	0.4287	0.6548
0.607	5.0820	930	0.5060	0.6993	0.5060	0.7114
0.607	5.0929	932	0.5078	0.7108	0.5078	0.7126
0.607	5.1038	934	0.4337	0.6691	0.4337	0.6586
0.607	5.1148	936	0.4016	0.5957	0.4016	0.6337
0.607	5.1257	938	0.4040	0.6054	0.4040	0.6356
0.607	5.1366	940	0.4332	0.6666	0.4332	0.6582
0.607	5.1475	942	0.4670	0.6822	0.4670	0.6834
0.607	5.1585	944	0.4278	0.6525	0.4278	0.6541
0.607	5.1694	946	0.4020	0.5923	0.4020	0.6340
0.607	5.1803	948	0.3961	0.6029	0.3961	0.6294
0.607	5.1913	950	0.4045	0.6590	0.4045	0.6360
0.607	5.2022	952	0.4005	0.6693	0.4005	0.6329
0.607	5.2131	954	0.3911	0.6353	0.3911	0.6254
0.607	5.2240	956	0.3914	0.6274	0.3914	0.6257
0.607	5.2350	958	0.3976	0.6407	0.3976	0.6305
0.607	5.2459	960	0.4192	0.6575	0.4192	0.6474
0.607	5.2568	962	0.4592	0.6959	0.4592	0.6777
0.607	5.2678	964	0.4932	0.7077	0.4932	0.7023
0.607	5.2787	966	0.4707	0.7012	0.4707	0.6860
0.607	5.2896	968	0.4554	0.6747	0.4554	0.6748
0.607	5.3005	970	0.4224	0.6723	0.4224	0.6499
0.607	5.3115	972	0.4357	0.6838	0.4357	0.6601
0.607	5.3224	974	0.4432	0.6913	0.4432	0.6658
0.607	5.3333	976	0.4324	0.7049	0.4324	0.6576
0.607	5.3443	978	0.3937	0.6489	0.3937	0.6275
0.607	5.3552	980	0.3907	0.6107	0.3907	0.6251
0.607	5.3661	982	0.3873	0.6278	0.3873	0.6223
0.607	5.3770	984	0.4135	0.6763	0.4135	0.6430
0.607	5.3880	986	0.4870	0.6880	0.4870	0.6979
0.607	5.3989	988	0.4905	0.6687	0.4905	0.7003
0.607	5.4098	990	0.4580	0.6340	0.4580	0.6768
0.607	5.4208	992	0.4584	0.6207	0.4584	0.6770
0.607	5.4317	994	0.5051	0.6656	0.5051	0.7107
0.607	5.4426	996	0.5364	0.6903	0.5364	0.7324
0.607	5.4536	998	0.4827	0.6743	0.4827	0.6948
0.1852	5.4645	1000	0.4320	0.6493	0.4320	0.6573
0.1852	5.4754	1002	0.4247	0.6492	0.4247	0.6517
0.1852	5.4863	1004	0.4293	0.6719	0.4293	0.6552
0.1852	5.4973	1006	0.4350	0.6798	0.4350	0.6595
0.1852	5.5082	1008	0.4308	0.6683	0.4308	0.6564
0.1852	5.5191	1010	0.4225	0.6657	0.4225	0.6500
0.1852	5.5301	1012	0.4213	0.6571	0.4213	0.6491
0.1852	5.5410	1014	0.4207	0.6625	0.4207	0.6486
0.1852	5.5519	1016	0.4183	0.6675	0.4183	0.6468
0.1852	5.5628	1018	0.4326	0.6985	0.4326	0.6577
0.1852	5.5738	1020	0.4429	0.6939	0.4429	0.6655
0.1852	5.5847	1022	0.4192	0.6668	0.4192	0.6475
0.1852	5.5956	1024	0.4059	0.6216	0.4059	0.6371
0.1852	5.6066	1026	0.4191	0.6580	0.4191	0.6474
0.1852	5.6175	1028	0.4654	0.6998	0.4654	0.6822
0.1852	5.6284	1030	0.4481	0.6937	0.4481	0.6694
0.1852	5.6393	1032	0.4136	0.6481	0.4136	0.6431
0.1852	5.6503	1034	0.4073	0.6397	0.4073	0.6382
0.1852	5.6612	1036	0.4103	0.6494	0.4103	0.6405
0.1852	5.6721	1038	0.3972	0.6218	0.3972	0.6302
0.1852	5.6831	1040	0.3993	0.6179	0.3993	0.6319
0.1852	5.6940	1042	0.4114	0.6459	0.4114	0.6414
0.1852	5.7049	1044	0.4259	0.6660	0.4259	0.6526
0.1852	5.7158	1046	0.4083	0.6416	0.4083	0.6390
0.1852	5.7268	1048	0.4063	0.6158	0.4063	0.6374
0.1852	5.7377	1050	0.4115	0.6436	0.4115	0.6415
0.1852	5.7486	1052	0.4446	0.6665	0.4446	0.6668
0.1852	5.7596	1054	0.4474	0.6730	0.4474	0.6689
0.1852	5.7705	1056	0.4329	0.6828	0.4329	0.6580
0.1852	5.7814	1058	0.4264	0.6928	0.4264	0.6530
0.1852	5.7923	1060	0.3989	0.6541	0.3989	0.6316
0.1852	5.8033	1062	0.3933	0.6449	0.3933	0.6271
0.1852	5.8142	1064	0.3984	0.6541	0.3984	0.6312
0.1852	5.8251	1066	0.4156	0.7010	0.4156	0.6447
0.1852	5.8361	1068	0.4465	0.7275	0.4465	0.6682
0.1852	5.8470	1070	0.4563	0.7226	0.4563	0.6755
0.1852	5.8579	1072	0.4377	0.6982	0.4377	0.6616
0.1852	5.8689	1074	0.4430	0.7050	0.4430	0.6656
0.1852	5.8798	1076	0.4522	0.7094	0.4522	0.6725
0.1852	5.8907	1078	0.4620	0.7211	0.4620	0.6797
0.1852	5.9016	1080	0.4378	0.7082	0.4378	0.6617
0.1852	5.9126	1082	0.4189	0.6963	0.4189	0.6472
0.1852	5.9235	1084	0.4231	0.7008	0.4231	0.6504
0.1852	5.9344	1086	0.4503	0.7162	0.4503	0.6711
0.1852	5.9454	1088	0.4532	0.7163	0.4532	0.6732
0.1852	5.9563	1090	0.4238	0.6983	0.4238	0.6510
0.1852	5.9672	1092	0.4142	0.6819	0.4142	0.6436
0.1852	5.9781	1094	0.4034	0.6244	0.4034	0.6352
0.1852	5.9891	1096	0.4058	0.6491	0.4058	0.6370
0.1852	6.0	1098	0.4351	0.7017	0.4351	0.6596
0.1852	6.0109	1100	0.4694	0.7113	0.4694	0.6852
0.1852	6.0219	1102	0.4650	0.7147	0.4650	0.6819
0.1852	6.0328	1104	0.4280	0.6761	0.4280	0.6542
0.1852	6.0437	1106	0.4276	0.6620	0.4276	0.6539
0.1852	6.0546	1108	0.4554	0.6883	0.4554	0.6748
0.1852	6.0656	1110	0.5245	0.7137	0.5245	0.7242
0.1852	6.0765	1112	0.5092	0.7145	0.5092	0.7136
0.1852	6.0874	1114	0.4449	0.6797	0.4449	0.6670
0.1852	6.0984	1116	0.4200	0.6340	0.4200	0.6481
0.1852	6.1093	1118	0.4299	0.6769	0.4299	0.6557
0.1852	6.1202	1120	0.4325	0.6834	0.4325	0.6576
0.1852	6.1311	1122	0.4192	0.6805	0.4192	0.6474
0.1852	6.1421	1124	0.4198	0.6868	0.4198	0.6479
0.1852	6.1530	1126	0.4223	0.6880	0.4223	0.6498
0.1852	6.1639	1128	0.4492	0.7026	0.4492	0.6702
0.1852	6.1749	1130	0.4286	0.6797	0.4286	0.6547
0.1852	6.1858	1132	0.4104	0.6358	0.4104	0.6406
0.1852	6.1967	1134	0.4158	0.6287	0.4158	0.6449
0.1852	6.2077	1136	0.4626	0.7050	0.4626	0.6802
0.1852	6.2186	1138	0.4914	0.7001	0.4914	0.7010
0.1852	6.2295	1140	0.4733	0.7007	0.4733	0.6880
0.1852	6.2404	1142	0.5011	0.6916	0.5011	0.7079
0.1852	6.2514	1144	0.4694	0.6893	0.4694	0.6851
0.1852	6.2623	1146	0.4360	0.6512	0.4360	0.6603
0.1852	6.2732	1148	0.4260	0.6550	0.4260	0.6527
0.1852	6.2842	1150	0.4483	0.7115	0.4483	0.6696
0.1852	6.2951	1152	0.4879	0.7198	0.4879	0.6985
0.1852	6.3060	1154	0.4669	0.7204	0.4669	0.6833
0.1852	6.3169	1156	0.4344	0.7046	0.4344	0.6591
0.1852	6.3279	1158	0.4213	0.6813	0.4213	0.6491
0.1852	6.3388	1160	0.4346	0.7000	0.4346	0.6593
0.1852	6.3497	1162	0.4357	0.7043	0.4357	0.6600
0.1852	6.3607	1164	0.4407	0.7048	0.4407	0.6638
0.1852	6.3716	1166	0.4519	0.7062	0.4519	0.6723
0.1852	6.3825	1168	0.4799	0.7116	0.4799	0.6928
0.1852	6.3934	1170	0.4874	0.7101	0.4874	0.6981
0.1852	6.4044	1172	0.4477	0.7031	0.4477	0.6691
0.1852	6.4153	1174	0.4559	0.7047	0.4559	0.6752
0.1852	6.4262	1176	0.4840	0.7051	0.4840	0.6957
0.1852	6.4372	1178	0.4612	0.6998	0.4612	0.6791
0.1852	6.4481	1180	0.4506	0.7047	0.4506	0.6713
0.1852	6.4590	1182	0.4418	0.7175	0.4418	0.6647
0.1852	6.4699	1184	0.4305	0.7111	0.4305	0.6561
0.1852	6.4809	1186	0.4645	0.7206	0.4645	0.6816
0.1852	6.4918	1188	0.4495	0.7247	0.4495	0.6705
0.1852	6.5027	1190	0.4103	0.6605	0.4103	0.6406
0.1852	6.5137	1192	0.4052	0.6451	0.4052	0.6366
0.1852	6.5246	1194	0.4201	0.7050	0.4201	0.6482
0.1852	6.5355	1196	0.4506	0.7282	0.4506	0.6712
0.1852	6.5464	1198	0.5071	0.7341	0.5071	0.7121
0.1852	6.5574	1200	0.4744	0.7344	0.4744	0.6888
0.1852	6.5683	1202	0.4147	0.6918	0.4147	0.6440
0.1852	6.5792	1204	0.4005	0.6466	0.4005	0.6329
0.1852	6.5902	1206	0.4075	0.6733	0.4075	0.6384
0.1852	6.6011	1208	0.4383	0.7230	0.4383	0.6620
0.1852	6.6120	1210	0.4884	0.7323	0.4884	0.6988
0.1852	6.6230	1212	0.4779	0.7242	0.4779	0.6913
0.1852	6.6339	1214	0.4233	0.6798	0.4233	0.6506
0.1852	6.6448	1216	0.4066	0.6152	0.4066	0.6377
0.1852	6.6557	1218	0.4090	0.6477	0.4090	0.6396
0.1852	6.6667	1220	0.4467	0.7055	0.4467	0.6684
0.1852	6.6776	1222	0.4711	0.7075	0.4711	0.6864
0.1852	6.6885	1224	0.4467	0.6987	0.4467	0.6684
0.1852	6.6995	1226	0.4199	0.6541	0.4199	0.6480
0.1852	6.7104	1228	0.4239	0.6494	0.4239	0.6511
0.1852	6.7213	1230	0.4368	0.6788	0.4368	0.6609
0.1852	6.7322	1232	0.4578	0.6976	0.4578	0.6766
0.1852	6.7432	1234	0.4486	0.6788	0.4486	0.6698
0.1852	6.7541	1236	0.4365	0.6617	0.4365	0.6607
0.1852	6.7650	1238	0.4243	0.6310	0.4243	0.6514
0.1852	6.7760	1240	0.4377	0.6804	0.4377	0.6616
0.1852	6.7869	1242	0.4795	0.7081	0.4795	0.6924
0.1852	6.7978	1244	0.4931	0.7244	0.4931	0.7022
0.1852	6.8087	1246	0.4598	0.7215	0.4598	0.6781
0.1852	6.8197	1248	0.4083	0.6790	0.4083	0.6390
0.1852	6.8306	1250	0.3938	0.6380	0.3938	0.6275
0.1852	6.8415	1252	0.3991	0.5910	0.3991	0.6317
0.1852	6.8525	1254	0.4002	0.6481	0.4002	0.6326
0.1852	6.8634	1256	0.4381	0.6848	0.4381	0.6619
0.1852	6.8743	1258	0.4608	0.7174	0.4608	0.6789
0.1852	6.8852	1260	0.4344	0.6823	0.4344	0.6591
0.1852	6.8962	1262	0.4248	0.6718	0.4248	0.6518
0.1852	6.9071	1264	0.4297	0.6717	0.4297	0.6555
0.1852	6.9180	1266	0.4393	0.6919	0.4393	0.6628
0.1852	6.9290	1268	0.4375	0.6946	0.4375	0.6615
0.1852	6.9399	1270	0.4354	0.6885	0.4354	0.6598
0.1852	6.9508	1272	0.4268	0.6819	0.4268	0.6533
0.1852	6.9617	1274	0.4318	0.6843	0.4318	0.6571
0.1852	6.9727	1276	0.4435	0.6998	0.4435	0.6659
0.1852	6.9836	1278	0.4267	0.6840	0.4267	0.6532
0.1852	6.9945	1280	0.4029	0.6604	0.4029	0.6347
0.1852	7.0055	1282	0.4027	0.6528	0.4027	0.6346
0.1852	7.0164	1284	0.4186	0.6806	0.4186	0.6470
0.1852	7.0273	1286	0.4657	0.7037	0.4657	0.6824
0.1852	7.0383	1288	0.4849	0.6944	0.4849	0.6963
0.1852	7.0492	1290	0.4693	0.6904	0.4693	0.6850
0.1852	7.0601	1292	0.4508	0.6703	0.4508	0.6715
0.1852	7.0710	1294	0.4459	0.6717	0.4459	0.6677
0.1852	7.0820	1296	0.4380	0.6693	0.4380	0.6618
0.1852	7.0929	1298	0.4264	0.6453	0.4264	0.6530
0.1852	7.1038	1300	0.4285	0.6649	0.4285	0.6546
0.1852	7.1148	1302	0.4343	0.6704	0.4343	0.6590
0.1852	7.1257	1304	0.4579	0.6918	0.4579	0.6767
0.1852	7.1366	1306	0.4737	0.6930	0.4737	0.6883
0.1852	7.1475	1308	0.4556	0.6918	0.4556	0.6750
0.1852	7.1585	1310	0.4215	0.6299	0.4215	0.6492
0.1852	7.1694	1312	0.4194	0.6099	0.4194	0.6476
0.1852	7.1803	1314	0.4180	0.6305	0.4180	0.6465
0.1852	7.1913	1316	0.4355	0.6876	0.4355	0.6599
0.1852	7.2022	1318	0.4809	0.7009	0.4809	0.6935
0.1852	7.2131	1320	0.4778	0.7091	0.4778	0.6912
0.1852	7.2240	1322	0.4407	0.6889	0.4407	0.6638
0.1852	7.2350	1324	0.4099	0.6628	0.4099	0.6402
0.1852	7.2459	1326	0.4100	0.6632	0.4100	0.6403
0.1852	7.2568	1328	0.4157	0.6854	0.4157	0.6448
0.1852	7.2678	1330	0.4222	0.6841	0.4222	0.6497
0.1852	7.2787	1332	0.4325	0.6869	0.4325	0.6577
0.1852	7.2896	1334	0.4407	0.6864	0.4407	0.6638
0.1852	7.3005	1336	0.4551	0.6968	0.4551	0.6746
0.1852	7.3115	1338	0.4510	0.6971	0.4510	0.6716
0.1852	7.3224	1340	0.4341	0.6888	0.4341	0.6589
0.1852	7.3333	1342	0.4300	0.6841	0.4300	0.6557
0.1852	7.3443	1344	0.4179	0.6815	0.4179	0.6464
0.1852	7.3552	1346	0.4197	0.6805	0.4197	0.6478
0.1852	7.3661	1348	0.4346	0.6918	0.4346	0.6592
0.1852	7.3770	1350	0.4490	0.6891	0.4490	0.6701
0.1852	7.3880	1352	0.4805	0.6963	0.4805	0.6932
0.1852	7.3989	1354	0.4867	0.6956	0.4867	0.6976
0.1852	7.4098	1356	0.4546	0.6946	0.4546	0.6743
0.1852	7.4208	1358	0.4333	0.6687	0.4333	0.6583
0.1852	7.4317	1360	0.4290	0.6681	0.4290	0.6549
0.1852	7.4426	1362	0.4357	0.6868	0.4357	0.6601
0.1852	7.4536	1364	0.4292	0.6737	0.4292	0.6552
0.1852	7.4645	1366	0.4217	0.6714	0.4217	0.6494
0.1852	7.4754	1368	0.4232	0.6777	0.4232	0.6505
0.1852	7.4863	1370	0.4401	0.6968	0.4401	0.6634
0.1852	7.4973	1372	0.4635	0.7053	0.4635	0.6808
0.1852	7.5082	1374	0.4409	0.7022	0.4409	0.6640
0.1852	7.5191	1376	0.4160	0.6734	0.4160	0.6450
0.1852	7.5301	1378	0.4157	0.6535	0.4157	0.6447
0.1852	7.5410	1380	0.4233	0.6606	0.4233	0.6506
0.1852	7.5519	1382	0.4605	0.7065	0.4605	0.6786
0.1852	7.5628	1384	0.5111	0.7210	0.5111	0.7149
0.1852	7.5738	1386	0.5051	0.7207	0.5051	0.7107
0.1852	7.5847	1388	0.4839	0.7172	0.4839	0.6956
0.1852	7.5956	1390	0.4717	0.7065	0.4717	0.6868
0.1852	7.6066	1392	0.4343	0.6925	0.4343	0.6590
0.1852	7.6175	1394	0.4239	0.6708	0.4239	0.6511
0.1852	7.6284	1396	0.4332	0.6927	0.4332	0.6582
0.1852	7.6393	1398	0.4614	0.7086	0.4614	0.6793
0.1852	7.6503	1400	0.4736	0.7113	0.4736	0.6882
0.1852	7.6612	1402	0.4491	0.7036	0.4491	0.6702
0.1852	7.6721	1404	0.4178	0.6767	0.4178	0.6464
0.1852	7.6831	1406	0.4130	0.6682	0.4130	0.6427
0.1852	7.6940	1408	0.4203	0.6773	0.4203	0.6483
0.1852	7.7049	1410	0.4466	0.6960	0.4466	0.6683
0.1852	7.7158	1412	0.4622	0.6976	0.4622	0.6798
0.1852	7.7268	1414	0.4506	0.6874	0.4506	0.6713
0.1852	7.7377	1416	0.4271	0.6711	0.4271	0.6535
0.1852	7.7486	1418	0.4153	0.6489	0.4153	0.6445
0.1852	7.7596	1420	0.4139	0.6568	0.4139	0.6434
0.1852	7.7705	1422	0.4192	0.6774	0.4192	0.6474
0.1852	7.7814	1424	0.4433	0.6980	0.4433	0.6658
0.1852	7.7923	1426	0.4484	0.6972	0.4484	0.6696
0.1852	7.8033	1428	0.4346	0.6842	0.4346	0.6592
0.1852	7.8142	1430	0.4280	0.6850	0.4280	0.6542
0.1852	7.8251	1432	0.4237	0.6789	0.4237	0.6509
0.1852	7.8361	1434	0.4186	0.6638	0.4186	0.6470
0.1852	7.8470	1436	0.4172	0.6560	0.4172	0.6459
0.1852	7.8579	1438	0.4202	0.6600	0.4202	0.6482
0.1852	7.8689	1440	0.4404	0.6822	0.4404	0.6637
0.1852	7.8798	1442	0.4568	0.7003	0.4568	0.6759
0.1852	7.8907	1444	0.4518	0.6967	0.4518	0.6721
0.1852	7.9016	1446	0.4608	0.6990	0.4608	0.6789
0.1852	7.9126	1448	0.4810	0.7035	0.4810	0.6936
0.1852	7.9235	1450	0.4910	0.7067	0.4910	0.7007
0.1852	7.9344	1452	0.4751	0.6987	0.4751	0.6893
0.1852	7.9454	1454	0.4501	0.6976	0.4501	0.6709
0.1852	7.9563	1456	0.4303	0.6766	0.4303	0.6560
0.1852	7.9672	1458	0.4254	0.6711	0.4254	0.6522
0.1852	7.9781	1460	0.4245	0.6826	0.4245	0.6516
0.1852	7.9891	1462	0.4376	0.6995	0.4376	0.6615
0.1852	8.0	1464	0.4732	0.6968	0.4732	0.6879
0.1852	8.0109	1466	0.4776	0.6990	0.4776	0.6911
0.1852	8.0219	1468	0.4555	0.6934	0.4555	0.6749
0.1852	8.0328	1470	0.4279	0.6896	0.4279	0.6541
0.1852	8.0437	1472	0.4052	0.6344	0.4052	0.6366
0.1852	8.0546	1474	0.4020	0.6226	0.4020	0.6341
0.1852	8.0656	1476	0.4028	0.6442	0.4028	0.6347
0.1852	8.0765	1478	0.4190	0.6733	0.4190	0.6473
0.1852	8.0874	1480	0.4444	0.6918	0.4444	0.6666
0.1852	8.0984	1482	0.4747	0.6942	0.4747	0.6890
0.1852	8.1093	1484	0.4801	0.6944	0.4801	0.6929
0.1852	8.1202	1486	0.4508	0.6868	0.4508	0.6714
0.1852	8.1311	1488	0.4249	0.6824	0.4249	0.6518
0.1852	8.1421	1490	0.4144	0.6426	0.4144	0.6437
0.1852	8.1530	1492	0.4156	0.6520	0.4156	0.6447
0.1852	8.1639	1494	0.4291	0.6830	0.4291	0.6550
0.1852	8.1749	1496	0.4531	0.7015	0.4531	0.6732
0.1852	8.1858	1498	0.4617	0.6963	0.4617	0.6795
0.0966	8.1967	1500	0.4532	0.6991	0.4532	0.6732
0.0966	8.2077	1502	0.4287	0.6837	0.4287	0.6547
0.0966	8.2186	1504	0.4282	0.6810	0.4282	0.6544
0.0966	8.2295	1506	0.4372	0.6921	0.4372	0.6612
0.0966	8.2404	1508	0.4438	0.6869	0.4438	0.6662
0.0966	8.2514	1510	0.4343	0.6828	0.4343	0.6590

Framework versions

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