ASAP_FineTuningBERT_Aug_k15_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: 0.4267
• Qwk: 0.6259
• Mse: 0.4267
• Rmse: 0.6532

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	0.0078	2	11.4715	0.0	11.4715	3.3870
No log	0.0156	4	9.1328	0.0	9.1328	3.0221
No log	0.0233	6	8.1078	0.0207	8.1078	2.8474
No log	0.0311	8	7.2491	0.0018	7.2491	2.6924
No log	0.0389	10	6.1731	0.0	6.1731	2.4846
No log	0.0467	12	5.0255	0.0	5.0255	2.2418
No log	0.0545	14	4.0186	0.0	4.0186	2.0046
No log	0.0623	16	3.4209	0.0247	3.4209	1.8496
No log	0.0700	18	2.8141	0.0040	2.8141	1.6775
No log	0.0778	20	2.2377	0.0	2.2377	1.4959
No log	0.0856	22	1.8321	0.0	1.8321	1.3536
No log	0.0934	24	1.4612	0.0014	1.4612	1.2088
No log	0.1012	26	1.1368	0.0211	1.1368	1.0662
No log	0.1089	28	1.0037	0.0184	1.0037	1.0018
No log	0.1167	30	0.9045	0.0	0.9045	0.9510
No log	0.1245	32	0.9778	0.0	0.9778	0.9888
No log	0.1323	34	0.9591	0.0078	0.9591	0.9793
No log	0.1401	36	0.9378	0.0	0.9378	0.9684
No log	0.1479	38	1.1033	-0.0013	1.1033	1.0504
No log	0.1556	40	0.9341	0.0	0.9341	0.9665
No log	0.1634	42	0.9280	0.0	0.9280	0.9634
No log	0.1712	44	0.9093	0.0	0.9093	0.9536
No log	0.1790	46	0.8941	0.0	0.8941	0.9456
No log	0.1868	48	0.9417	0.0701	0.9417	0.9704
No log	0.1946	50	0.9141	0.0065	0.9141	0.9561
No log	0.2023	52	0.9035	0.0	0.9035	0.9505
No log	0.2101	54	0.9108	0.0	0.9108	0.9544
No log	0.2179	56	0.8907	0.0	0.8907	0.9438
No log	0.2257	58	0.9081	0.0	0.9081	0.9529
No log	0.2335	60	0.9152	0.0	0.9152	0.9566
No log	0.2412	62	0.9151	0.0	0.9151	0.9566
No log	0.2490	64	0.8634	0.0	0.8634	0.9292
No log	0.2568	66	0.8641	0.0421	0.8641	0.9296
No log	0.2646	68	0.8664	0.0461	0.8664	0.9308
No log	0.2724	70	0.8277	0.0172	0.8277	0.9098
No log	0.2802	72	0.8236	0.0276	0.8236	0.9075
No log	0.2879	74	0.8990	0.0211	0.8990	0.9482
No log	0.2957	76	0.9346	0.0211	0.9346	0.9668
No log	0.3035	78	0.8066	0.0379	0.8066	0.8981
No log	0.3113	80	0.7869	0.1990	0.7869	0.8871
No log	0.3191	82	0.9038	0.1082	0.9038	0.9507
No log	0.3268	84	1.0666	-0.0478	1.0666	1.0327
No log	0.3346	86	1.0638	-0.0094	1.0638	1.0314
No log	0.3424	88	0.9062	0.1344	0.9062	0.9519
No log	0.3502	90	0.8936	0.0434	0.8936	0.9453
No log	0.3580	92	1.0253	0.0973	1.0253	1.0126
No log	0.3658	94	0.8349	0.0288	0.8349	0.9137
No log	0.3735	96	0.8158	0.1270	0.8158	0.9032
No log	0.3813	98	0.8295	0.1507	0.8295	0.9108
No log	0.3891	100	0.7957	0.0092	0.7957	0.8920
No log	0.3969	102	0.8583	0.0262	0.8583	0.9264
No log	0.4047	104	0.8258	0.0172	0.8258	0.9087
No log	0.4125	106	0.7816	0.0	0.7816	0.8841
No log	0.4202	108	0.7950	0.1081	0.7950	0.8916
No log	0.4280	110	0.8097	0.2904	0.8097	0.8999
No log	0.4358	112	0.7876	0.1444	0.7876	0.8875
No log	0.4436	114	0.7665	0.1819	0.7665	0.8755
No log	0.4514	116	0.7442	0.3320	0.7442	0.8627
No log	0.4591	118	0.7454	0.1110	0.7454	0.8633
No log	0.4669	120	0.7648	0.0106	0.7648	0.8745
No log	0.4747	122	0.7967	0.0106	0.7967	0.8926
No log	0.4825	124	0.7996	0.0106	0.7996	0.8942
No log	0.4903	126	0.7557	0.0198	0.7557	0.8693
No log	0.4981	128	0.7089	0.0707	0.7089	0.8420
No log	0.5058	130	0.6848	0.2353	0.6848	0.8275
No log	0.5136	132	0.7509	0.3814	0.7509	0.8665
No log	0.5214	134	0.8053	0.4053	0.8053	0.8974
No log	0.5292	136	0.7370	0.3548	0.7370	0.8585
No log	0.5370	138	0.6737	0.2855	0.6737	0.8208
No log	0.5447	140	0.6740	0.3414	0.6740	0.8210
No log	0.5525	142	0.7448	0.4197	0.7448	0.8630
No log	0.5603	144	0.7315	0.4350	0.7315	0.8553
No log	0.5681	146	0.6540	0.3752	0.6540	0.8087
No log	0.5759	148	0.6387	0.3853	0.6387	0.7992
No log	0.5837	150	0.7019	0.4551	0.7019	0.8378
No log	0.5914	152	0.6444	0.3949	0.6444	0.8027
No log	0.5992	154	0.5959	0.3966	0.5959	0.7719
No log	0.6070	156	0.6233	0.3396	0.6233	0.7895
No log	0.6148	158	0.6233	0.3177	0.6233	0.7895
No log	0.6226	160	0.7556	0.3929	0.7556	0.8692
No log	0.6304	162	0.9113	0.3317	0.9113	0.9546
No log	0.6381	164	0.8261	0.4276	0.8261	0.9089
No log	0.6459	166	0.6495	0.3954	0.6495	0.8059
No log	0.6537	168	0.6522	0.2167	0.6522	0.8076
No log	0.6615	170	0.6888	0.1468	0.6888	0.8299
No log	0.6693	172	0.6784	0.1853	0.6784	0.8236
No log	0.6770	174	0.6842	0.3555	0.6842	0.8271
No log	0.6848	176	0.8274	0.3316	0.8274	0.9096
No log	0.6926	178	0.8489	0.2880	0.8489	0.9213
No log	0.7004	180	0.7781	0.3581	0.7781	0.8821
No log	0.7082	182	0.6663	0.3568	0.6663	0.8163
No log	0.7160	184	0.6400	0.3162	0.6400	0.8000
No log	0.7237	186	0.6418	0.2567	0.6418	0.8011
No log	0.7315	188	0.6280	0.2838	0.6280	0.7925
No log	0.7393	190	0.6227	0.2865	0.6227	0.7891
No log	0.7471	192	0.6253	0.2728	0.6253	0.7908
No log	0.7549	194	0.6515	0.1760	0.6515	0.8071
No log	0.7626	196	0.6534	0.1746	0.6534	0.8084
No log	0.7704	198	0.6252	0.2602	0.6252	0.7907
No log	0.7782	200	0.6699	0.4031	0.6699	0.8185
No log	0.7860	202	0.7485	0.4378	0.7485	0.8652
No log	0.7938	204	0.7132	0.3801	0.7132	0.8445
No log	0.8016	206	0.6815	0.1107	0.6815	0.8255
No log	0.8093	208	0.6740	0.0918	0.6740	0.8209
No log	0.8171	210	0.6364	0.3280	0.6364	0.7978
No log	0.8249	212	0.6447	0.4178	0.6447	0.8029
No log	0.8327	214	0.6137	0.4232	0.6137	0.7834
No log	0.8405	216	0.5972	0.4189	0.5972	0.7728
No log	0.8482	218	0.5750	0.3919	0.5750	0.7583
No log	0.8560	220	0.5777	0.4084	0.5777	0.7601
No log	0.8638	222	0.5769	0.4173	0.5769	0.7596
No log	0.8716	224	0.5699	0.4294	0.5699	0.7549
No log	0.8794	226	0.6146	0.4421	0.6146	0.7839
No log	0.8872	228	0.6500	0.4574	0.6500	0.8062
No log	0.8949	230	0.5923	0.4589	0.5923	0.7696
No log	0.9027	232	0.5627	0.3746	0.5627	0.7501
No log	0.9105	234	0.5615	0.3765	0.5615	0.7493
No log	0.9183	236	0.5727	0.4079	0.5727	0.7567
No log	0.9261	238	0.5605	0.3965	0.5605	0.7487
No log	0.9339	240	0.5560	0.4170	0.5560	0.7457
No log	0.9416	242	0.5773	0.4468	0.5773	0.7598
No log	0.9494	244	0.6092	0.5049	0.6092	0.7805
No log	0.9572	246	0.5556	0.4928	0.5556	0.7454
No log	0.9650	248	0.5479	0.4102	0.5479	0.7402
No log	0.9728	250	0.5946	0.3504	0.5946	0.7711
No log	0.9805	252	0.5516	0.4432	0.5516	0.7427
No log	0.9883	254	0.6231	0.4950	0.6231	0.7894
No log	0.9961	256	0.5974	0.4968	0.5974	0.7729
No log	1.0039	258	0.5542	0.5486	0.5542	0.7445
No log	1.0117	260	0.5214	0.5619	0.5214	0.7221
No log	1.0195	262	0.6108	0.5619	0.6108	0.7815
No log	1.0272	264	0.5897	0.5742	0.5897	0.7679
No log	1.0350	266	0.4744	0.5529	0.4744	0.6888
No log	1.0428	268	0.4653	0.5533	0.4653	0.6821
No log	1.0506	270	0.5331	0.5846	0.5331	0.7301
No log	1.0584	272	0.5571	0.5744	0.5571	0.7464
No log	1.0661	274	0.4641	0.5588	0.4641	0.6812
No log	1.0739	276	0.4524	0.5417	0.4524	0.6726
No log	1.0817	278	0.4949	0.5925	0.4949	0.7035
No log	1.0895	280	0.5176	0.5834	0.5176	0.7195
No log	1.0973	282	0.4404	0.5567	0.4404	0.6636
No log	1.1051	284	0.4885	0.4584	0.4885	0.6989
No log	1.1128	286	0.5493	0.4011	0.5493	0.7411
No log	1.1206	288	0.4709	0.4565	0.4709	0.6862
No log	1.1284	290	0.4668	0.5100	0.4668	0.6832
No log	1.1362	292	0.4895	0.4994	0.4895	0.6996
No log	1.1440	294	0.5030	0.4779	0.5030	0.7092
No log	1.1518	296	0.5273	0.4824	0.5273	0.7262
No log	1.1595	298	0.5308	0.4925	0.5308	0.7285
No log	1.1673	300	0.5225	0.5230	0.5225	0.7229
No log	1.1751	302	0.4840	0.4930	0.4840	0.6957
No log	1.1829	304	0.4793	0.4846	0.4793	0.6923
No log	1.1907	306	0.4890	0.4936	0.4890	0.6993
No log	1.1984	308	0.4916	0.4548	0.4916	0.7011
No log	1.2062	310	0.4979	0.4211	0.4979	0.7056
No log	1.2140	312	0.4957	0.4315	0.4957	0.7040
No log	1.2218	314	0.4898	0.4616	0.4898	0.6999
No log	1.2296	316	0.4797	0.4809	0.4797	0.6926
No log	1.2374	318	0.4864	0.5180	0.4864	0.6974
No log	1.2451	320	0.5552	0.5557	0.5552	0.7451
No log	1.2529	322	0.5897	0.5430	0.5897	0.7679
No log	1.2607	324	0.5073	0.5455	0.5073	0.7122
No log	1.2685	326	0.4747	0.5111	0.4747	0.6890
No log	1.2763	328	0.4799	0.5134	0.4799	0.6928
No log	1.2840	330	0.5001	0.5435	0.5001	0.7072
No log	1.2918	332	0.5017	0.5274	0.5017	0.7083
No log	1.2996	334	0.5401	0.3972	0.5401	0.7349
No log	1.3074	336	0.5636	0.3641	0.5636	0.7507
No log	1.3152	338	0.5180	0.4735	0.5180	0.7198
No log	1.3230	340	0.5397	0.5115	0.5397	0.7346
No log	1.3307	342	0.5655	0.5175	0.5655	0.7520
No log	1.3385	344	0.5316	0.5395	0.5316	0.7291
No log	1.3463	346	0.4947	0.5081	0.4947	0.7033
No log	1.3541	348	0.4950	0.4997	0.4950	0.7035
No log	1.3619	350	0.4851	0.4948	0.4851	0.6965
No log	1.3696	352	0.4934	0.5374	0.4934	0.7024
No log	1.3774	354	0.5478	0.5706	0.5478	0.7401
No log	1.3852	356	0.5132	0.5645	0.5132	0.7164
No log	1.3930	358	0.4571	0.5202	0.4571	0.6761
No log	1.4008	360	0.4432	0.5129	0.4432	0.6657
No log	1.4086	362	0.4596	0.5719	0.4596	0.6780
No log	1.4163	364	0.4725	0.5663	0.4725	0.6874
No log	1.4241	366	0.4425	0.5422	0.4425	0.6652
No log	1.4319	368	0.4485	0.5435	0.4485	0.6697
No log	1.4397	370	0.5502	0.6242	0.5502	0.7417
No log	1.4475	372	0.6238	0.6083	0.6238	0.7898
No log	1.4553	374	0.4803	0.5735	0.4803	0.6930
No log	1.4630	376	0.4471	0.5469	0.4471	0.6687
No log	1.4708	378	0.4484	0.5422	0.4484	0.6696
No log	1.4786	380	0.4402	0.5558	0.4402	0.6635
No log	1.4864	382	0.4377	0.5522	0.4377	0.6616
No log	1.4942	384	0.5034	0.5909	0.5034	0.7095
No log	1.5019	386	0.7652	0.6257	0.7652	0.8747
No log	1.5097	388	0.6858	0.6497	0.6858	0.8281
No log	1.5175	390	0.4848	0.6411	0.4848	0.6963
No log	1.5253	392	0.4196	0.5957	0.4196	0.6478
No log	1.5331	394	0.4624	0.6432	0.4624	0.6800
No log	1.5409	396	0.6158	0.6836	0.6158	0.7847
No log	1.5486	398	0.4801	0.6616	0.4801	0.6929
No log	1.5564	400	0.4136	0.5794	0.4136	0.6431
No log	1.5642	402	0.4102	0.5808	0.4102	0.6405
No log	1.5720	404	0.4918	0.6492	0.4918	0.7013
No log	1.5798	406	0.5872	0.6824	0.5872	0.7663
No log	1.5875	408	0.4845	0.6320	0.4845	0.6960
No log	1.5953	410	0.5095	0.6213	0.5095	0.7138
No log	1.6031	412	0.6933	0.6413	0.6933	0.8327
No log	1.6109	414	0.8767	0.6039	0.8767	0.9363
No log	1.6187	416	0.7258	0.6036	0.7258	0.8520
No log	1.6265	418	0.5623	0.5716	0.5623	0.7498
No log	1.6342	420	0.6344	0.5975	0.6344	0.7965
No log	1.6420	422	0.8027	0.5922	0.8027	0.8960
No log	1.6498	424	0.6714	0.5727	0.6714	0.8194
No log	1.6576	426	0.5625	0.5883	0.5625	0.7500
No log	1.6654	428	0.4834	0.5625	0.4834	0.6952
No log	1.6732	430	0.5052	0.5566	0.5052	0.7108
No log	1.6809	432	0.5090	0.5292	0.5090	0.7135
No log	1.6887	434	0.4764	0.5380	0.4764	0.6903
No log	1.6965	436	0.4413	0.5865	0.4413	0.6643
No log	1.7043	438	0.4072	0.5827	0.4072	0.6382
No log	1.7121	440	0.4223	0.5212	0.4223	0.6499
No log	1.7198	442	0.4184	0.5265	0.4184	0.6468
No log	1.7276	444	0.4213	0.5795	0.4213	0.6491
No log	1.7354	446	0.5358	0.5970	0.5358	0.7320
No log	1.7432	448	0.5148	0.5947	0.5148	0.7175
No log	1.7510	450	0.4399	0.5702	0.4399	0.6633
No log	1.7588	452	0.4378	0.5209	0.4378	0.6616
No log	1.7665	454	0.4378	0.5276	0.4378	0.6617
No log	1.7743	456	0.4462	0.5526	0.4462	0.6680
No log	1.7821	458	0.4693	0.5586	0.4693	0.6850
No log	1.7899	460	0.4299	0.5576	0.4299	0.6557
No log	1.7977	462	0.4210	0.5616	0.4210	0.6489
No log	1.8054	464	0.4442	0.6181	0.4442	0.6665
No log	1.8132	466	0.5427	0.6659	0.5427	0.7367
No log	1.8210	468	0.5042	0.6613	0.5042	0.7101
No log	1.8288	470	0.4399	0.6166	0.4399	0.6632
No log	1.8366	472	0.4533	0.6289	0.4533	0.6733
No log	1.8444	474	0.4890	0.6140	0.4890	0.6993
No log	1.8521	476	0.5771	0.6426	0.5771	0.7597
No log	1.8599	478	0.5792	0.6088	0.5792	0.7610
No log	1.8677	480	0.5855	0.6157	0.5855	0.7652
No log	1.8755	482	0.5634	0.6105	0.5634	0.7506
No log	1.8833	484	0.4751	0.5755	0.4751	0.6893
No log	1.8911	486	0.4312	0.5613	0.4312	0.6567
No log	1.8988	488	0.4202	0.5800	0.4202	0.6483
No log	1.9066	490	0.4087	0.5768	0.4087	0.6393
No log	1.9144	492	0.4023	0.6072	0.4023	0.6343
No log	1.9222	494	0.3934	0.6244	0.3934	0.6272
No log	1.9300	496	0.4060	0.5732	0.4060	0.6372
No log	1.9377	498	0.4608	0.5337	0.4608	0.6788
0.5951	1.9455	500	0.5464	0.4482	0.5464	0.7392
0.5951	1.9533	502	0.4273	0.5546	0.4273	0.6537
0.5951	1.9611	504	0.3969	0.6507	0.3969	0.6300
0.5951	1.9689	506	0.4081	0.6569	0.4081	0.6388
0.5951	1.9767	508	0.3913	0.6056	0.3913	0.6256
0.5951	1.9844	510	0.4017	0.5552	0.4017	0.6338
0.5951	1.9922	512	0.4401	0.6203	0.4401	0.6634
0.5951	2.0	514	0.5766	0.6572	0.5766	0.7593
0.5951	2.0078	516	0.5366	0.6498	0.5366	0.7325
0.5951	2.0156	518	0.4546	0.5923	0.4546	0.6742
0.5951	2.0233	520	0.4549	0.6010	0.4549	0.6745
0.5951	2.0311	522	0.5029	0.6253	0.5029	0.7091
0.5951	2.0389	524	0.4865	0.6328	0.4865	0.6975
0.5951	2.0467	526	0.4500	0.6444	0.4500	0.6708
0.5951	2.0545	528	0.4072	0.6529	0.4072	0.6381
0.5951	2.0623	530	0.4118	0.6802	0.4118	0.6417
0.5951	2.0700	532	0.4188	0.6877	0.4188	0.6471
0.5951	2.0778	534	0.4164	0.6599	0.4164	0.6453
0.5951	2.0856	536	0.4670	0.6994	0.4670	0.6834
0.5951	2.0934	538	0.4902	0.7032	0.4902	0.7001
0.5951	2.1012	540	0.4418	0.6578	0.4418	0.6647
0.5951	2.1089	542	0.4549	0.6735	0.4549	0.6745
0.5951	2.1167	544	0.6341	0.6980	0.6341	0.7963
0.5951	2.1245	546	0.6798	0.6764	0.6798	0.8245
0.5951	2.1323	548	0.5932	0.6660	0.5932	0.7702
0.5951	2.1401	550	0.4530	0.6322	0.4530	0.6731
0.5951	2.1479	552	0.4402	0.6021	0.4402	0.6635
0.5951	2.1556	554	0.4874	0.6538	0.4874	0.6982
0.5951	2.1634	556	0.4794	0.6272	0.4794	0.6924
0.5951	2.1712	558	0.4305	0.5326	0.4305	0.6561
0.5951	2.1790	560	0.4263	0.5135	0.4263	0.6529
0.5951	2.1868	562	0.4203	0.5808	0.4203	0.6483
0.5951	2.1946	564	0.4128	0.5827	0.4128	0.6425
0.5951	2.2023	566	0.4217	0.5314	0.4217	0.6494
0.5951	2.2101	568	0.4183	0.5395	0.4183	0.6468
0.5951	2.2179	570	0.4349	0.6374	0.4349	0.6595
0.5951	2.2257	572	0.4556	0.6310	0.4556	0.6750
0.5951	2.2335	574	0.4381	0.5769	0.4381	0.6619
0.5951	2.2412	576	0.4458	0.5856	0.4458	0.6677
0.5951	2.2490	578	0.4445	0.5801	0.4445	0.6667
0.5951	2.2568	580	0.4636	0.5766	0.4636	0.6809
0.5951	2.2646	582	0.4658	0.5271	0.4658	0.6825
0.5951	2.2724	584	0.4746	0.5163	0.4746	0.6889
0.5951	2.2802	586	0.4796	0.5312	0.4796	0.6925
0.5951	2.2879	588	0.4736	0.5357	0.4736	0.6882
0.5951	2.2957	590	0.4942	0.6021	0.4942	0.7030
0.5951	2.3035	592	0.4678	0.5550	0.4678	0.6840
0.5951	2.3113	594	0.4896	0.6008	0.4896	0.6997
0.5951	2.3191	596	0.5199	0.6678	0.5199	0.7211
0.5951	2.3268	598	0.4420	0.6046	0.4420	0.6648
0.5951	2.3346	600	0.4212	0.5463	0.4212	0.6490
0.5951	2.3424	602	0.4339	0.6141	0.4339	0.6587
0.5951	2.3502	604	0.4352	0.6080	0.4352	0.6597
0.5951	2.3580	606	0.4204	0.6265	0.4204	0.6484
0.5951	2.3658	608	0.3997	0.5668	0.3997	0.6323
0.5951	2.3735	610	0.3933	0.5906	0.3933	0.6271
0.5951	2.3813	612	0.4109	0.6835	0.4109	0.6410
0.5951	2.3891	614	0.4011	0.6698	0.4011	0.6333
0.5951	2.3969	616	0.3998	0.5784	0.3998	0.6323
0.5951	2.4047	618	0.3948	0.6075	0.3948	0.6283
0.5951	2.4125	620	0.4022	0.6188	0.4022	0.6342
0.5951	2.4202	622	0.4848	0.6667	0.4848	0.6963
0.5951	2.4280	624	0.5048	0.6566	0.5048	0.7105
0.5951	2.4358	626	0.4617	0.6112	0.4617	0.6795
0.5951	2.4436	628	0.4899	0.6558	0.4899	0.6999
0.5951	2.4514	630	0.5450	0.6694	0.5450	0.7382
0.5951	2.4591	632	0.7210	0.6560	0.7210	0.8491
0.5951	2.4669	634	0.9087	0.6585	0.9087	0.9533
0.5951	2.4747	636	0.6452	0.6773	0.6452	0.8032
0.5951	2.4825	638	0.4374	0.6552	0.4374	0.6613
0.5951	2.4903	640	0.4620	0.6820	0.4620	0.6797
0.5951	2.4981	642	0.5926	0.7135	0.5926	0.7698
0.5951	2.5058	644	0.5141	0.7077	0.5141	0.7170
0.5951	2.5136	646	0.3956	0.6632	0.3956	0.6290
0.5951	2.5214	648	0.4013	0.6770	0.4013	0.6335
0.5951	2.5292	650	0.4525	0.7243	0.4525	0.6727
0.5951	2.5370	652	0.3932	0.6756	0.3932	0.6270
0.5951	2.5447	654	0.3757	0.6197	0.3757	0.6130
0.5951	2.5525	656	0.3701	0.6353	0.3701	0.6084
0.5951	2.5603	658	0.4476	0.7143	0.4476	0.6690
0.5951	2.5681	660	0.4968	0.7143	0.4968	0.7048
0.5951	2.5759	662	0.4171	0.6627	0.4171	0.6458
0.5951	2.5837	664	0.4060	0.5846	0.4060	0.6372
0.5951	2.5914	666	0.4124	0.6027	0.4124	0.6422
0.5951	2.5992	668	0.5253	0.6639	0.5253	0.7248
0.5951	2.6070	670	0.6823	0.6847	0.6823	0.8260
0.5951	2.6148	672	0.5967	0.6868	0.5967	0.7725
0.5951	2.6226	674	0.4477	0.6181	0.4477	0.6691
0.5951	2.6304	676	0.4216	0.5031	0.4216	0.6493
0.5951	2.6381	678	0.4259	0.4945	0.4259	0.6526
0.5951	2.6459	680	0.4197	0.5537	0.4197	0.6478
0.5951	2.6537	682	0.5225	0.6538	0.5225	0.7228
0.5951	2.6615	684	0.5643	0.6721	0.5643	0.7512
0.5951	2.6693	686	0.4574	0.6492	0.4574	0.6763
0.5951	2.6770	688	0.4037	0.5351	0.4037	0.6354
0.5951	2.6848	690	0.4150	0.4953	0.4150	0.6442
0.5951	2.6926	692	0.3867	0.6022	0.3867	0.6218
0.5951	2.7004	694	0.4042	0.6448	0.4042	0.6357
0.5951	2.7082	696	0.4188	0.6553	0.4188	0.6472
0.5951	2.7160	698	0.4008	0.6311	0.4008	0.6331
0.5951	2.7237	700	0.3999	0.5965	0.3999	0.6324
0.5951	2.7315	702	0.4185	0.6352	0.4185	0.6469
0.5951	2.7393	704	0.5163	0.6757	0.5163	0.7185
0.5951	2.7471	706	0.5332	0.6879	0.5332	0.7302
0.5951	2.7549	708	0.4254	0.6449	0.4254	0.6523
0.5951	2.7626	710	0.4169	0.5492	0.4169	0.6456
0.5951	2.7704	712	0.4134	0.5542	0.4134	0.6430
0.5951	2.7782	714	0.4022	0.6336	0.4022	0.6342
0.5951	2.7860	716	0.5500	0.7010	0.5500	0.7416
0.5951	2.7938	718	0.6510	0.6849	0.6510	0.8068
0.5951	2.8016	720	0.5329	0.6893	0.5329	0.7300
0.5951	2.8093	722	0.3982	0.6191	0.3982	0.6311
0.5951	2.8171	724	0.4071	0.5428	0.4071	0.6380
0.5951	2.8249	726	0.4093	0.5523	0.4093	0.6397
0.5951	2.8327	728	0.4186	0.6223	0.4186	0.6470
0.5951	2.8405	730	0.5576	0.6810	0.5576	0.7468
0.5951	2.8482	732	0.6308	0.6954	0.6308	0.7942
0.5951	2.8560	734	0.5257	0.6837	0.5257	0.7251
0.5951	2.8638	736	0.4255	0.6649	0.4255	0.6523
0.5951	2.8716	738	0.4300	0.6713	0.4300	0.6557
0.5951	2.8794	740	0.4772	0.6821	0.4772	0.6908
0.5951	2.8872	742	0.5655	0.6964	0.5655	0.7520
0.5951	2.8949	744	0.5608	0.6885	0.5608	0.7489
0.5951	2.9027	746	0.4513	0.6527	0.4513	0.6718
0.5951	2.9105	748	0.4464	0.6443	0.4464	0.6681
0.5951	2.9183	750	0.4125	0.6053	0.4125	0.6423
0.5951	2.9261	752	0.4051	0.5958	0.4051	0.6365
0.5951	2.9339	754	0.4392	0.6392	0.4392	0.6627
0.5951	2.9416	756	0.5902	0.6865	0.5902	0.7683
0.5951	2.9494	758	0.6137	0.7037	0.6137	0.7834
0.5951	2.9572	760	0.4619	0.6911	0.4619	0.6796
0.5951	2.9650	762	0.3919	0.6082	0.3919	0.6261
0.5951	2.9728	764	0.3938	0.5616	0.3938	0.6275
0.5951	2.9805	766	0.3891	0.5713	0.3891	0.6238
0.5951	2.9883	768	0.4258	0.6301	0.4258	0.6526
0.5951	2.9961	770	0.5546	0.6970	0.5546	0.7447
0.5951	3.0039	772	0.6752	0.7145	0.6752	0.8217
0.5951	3.0117	774	0.5602	0.7059	0.5602	0.7485
0.5951	3.0195	776	0.4366	0.6749	0.4366	0.6608
0.5951	3.0272	778	0.4329	0.6753	0.4329	0.6579
0.5951	3.0350	780	0.4853	0.6984	0.4853	0.6966
0.5951	3.0428	782	0.6538	0.7178	0.6538	0.8086
0.5951	3.0506	784	0.6216	0.7127	0.6216	0.7884
0.5951	3.0584	786	0.4938	0.6889	0.4938	0.7027
0.5951	3.0661	788	0.4550	0.6735	0.4550	0.6745
0.5951	3.0739	790	0.5045	0.6902	0.5045	0.7103
0.5951	3.0817	792	0.4649	0.6628	0.4649	0.6818
0.5951	3.0895	794	0.4327	0.6285	0.4327	0.6578
0.5951	3.0973	796	0.4949	0.6569	0.4949	0.7035
0.5951	3.1051	798	0.5088	0.6609	0.5088	0.7133
0.5951	3.1128	800	0.4537	0.6241	0.4537	0.6736
0.5951	3.1206	802	0.4797	0.6408	0.4797	0.6926
0.5951	3.1284	804	0.5707	0.6878	0.5707	0.7554
0.5951	3.1362	806	0.5182	0.6699	0.5182	0.7199
0.5951	3.1440	808	0.4355	0.6183	0.4355	0.6599
0.5951	3.1518	810	0.4352	0.6282	0.4352	0.6597
0.5951	3.1595	812	0.4850	0.6593	0.4850	0.6965
0.5951	3.1673	814	0.5783	0.6944	0.5783	0.7605
0.5951	3.1751	816	0.5294	0.6907	0.5294	0.7276
0.5951	3.1829	818	0.4273	0.6461	0.4273	0.6537
0.5951	3.1907	820	0.4065	0.6142	0.4065	0.6376
0.5951	3.1984	822	0.4181	0.6555	0.4181	0.6466
0.5951	3.2062	824	0.5067	0.6917	0.5067	0.7118
0.5951	3.2140	826	0.5494	0.6992	0.5494	0.7412
0.5951	3.2218	828	0.4496	0.6902	0.4496	0.6706
0.5951	3.2296	830	0.4137	0.6729	0.4137	0.6432
0.5951	3.2374	832	0.4001	0.6503	0.4001	0.6326
0.5951	3.2451	834	0.3987	0.6519	0.3987	0.6314
0.5951	3.2529	836	0.4101	0.6688	0.4101	0.6404
0.5951	3.2607	838	0.4274	0.6889	0.4274	0.6538
0.5951	3.2685	840	0.4485	0.6951	0.4485	0.6697
0.5951	3.2763	842	0.4176	0.6882	0.4176	0.6462
0.5951	3.2840	844	0.4206	0.6889	0.4206	0.6485
0.5951	3.2918	846	0.3937	0.6552	0.3937	0.6274
0.5951	3.2996	848	0.3853	0.6015	0.3853	0.6207
0.5951	3.3074	850	0.3858	0.6081	0.3858	0.6211
0.5951	3.3152	852	0.4328	0.6702	0.4328	0.6578
0.5951	3.3230	854	0.4765	0.6886	0.4765	0.6903
0.5951	3.3307	856	0.4215	0.6353	0.4215	0.6492
0.5951	3.3385	858	0.4125	0.5437	0.4125	0.6423
0.5951	3.3463	860	0.4203	0.5248	0.4203	0.6483
0.5951	3.3541	862	0.4237	0.5635	0.4237	0.6509
0.5951	3.3619	864	0.4927	0.6688	0.4927	0.7019
0.5951	3.3696	866	0.5206	0.6725	0.5206	0.7215
0.5951	3.3774	868	0.4824	0.6742	0.4824	0.6945
0.5951	3.3852	870	0.4455	0.6604	0.4455	0.6674
0.5951	3.3930	872	0.4763	0.6853	0.4763	0.6901
0.5951	3.4008	874	0.4394	0.6775	0.4394	0.6629
0.5951	3.4086	876	0.4302	0.6741	0.4302	0.6559
0.5951	3.4163	878	0.4499	0.6863	0.4499	0.6707
0.5951	3.4241	880	0.5039	0.7019	0.5039	0.7099
0.5951	3.4319	882	0.4697	0.6870	0.4697	0.6853
0.5951	3.4397	884	0.4376	0.6633	0.4376	0.6615
0.5951	3.4475	886	0.4406	0.6599	0.4406	0.6638
0.5951	3.4553	888	0.4274	0.6484	0.4274	0.6537
0.5951	3.4630	890	0.4932	0.6663	0.4932	0.7023
0.5951	3.4708	892	0.4758	0.6569	0.4758	0.6897
0.5951	3.4786	894	0.4257	0.6082	0.4257	0.6524
0.5951	3.4864	896	0.4376	0.6422	0.4376	0.6615
0.5951	3.4942	898	0.5405	0.6816	0.5405	0.7352
0.5951	3.5019	900	0.5300	0.6902	0.5300	0.7280
0.5951	3.5097	902	0.4324	0.6511	0.4324	0.6575
0.5951	3.5175	904	0.4003	0.6409	0.4003	0.6327
0.5951	3.5253	906	0.4148	0.6503	0.4148	0.6440
0.5951	3.5331	908	0.4150	0.6565	0.4150	0.6442
0.5951	3.5409	910	0.4637	0.6934	0.4637	0.6809
0.5951	3.5486	912	0.4539	0.6901	0.4539	0.6737
0.5951	3.5564	914	0.3831	0.6309	0.3831	0.6189
0.5951	3.5642	916	0.3813	0.6251	0.3813	0.6175
0.5951	3.5720	918	0.3942	0.6486	0.3942	0.6279
0.5951	3.5798	920	0.4266	0.6626	0.4266	0.6532
0.5951	3.5875	922	0.4543	0.6851	0.4543	0.6740
0.5951	3.5953	924	0.4290	0.6603	0.4290	0.6550
0.5951	3.6031	926	0.4676	0.6733	0.4676	0.6838
0.5951	3.6109	928	0.4523	0.6610	0.4523	0.6725
0.5951	3.6187	930	0.4038	0.6347	0.4038	0.6354
0.5951	3.6265	932	0.4231	0.6477	0.4231	0.6504
0.5951	3.6342	934	0.5015	0.6998	0.5015	0.7082
0.5951	3.6420	936	0.6140	0.7112	0.6140	0.7836
0.5951	3.6498	938	0.5188	0.6936	0.5188	0.7203
0.5951	3.6576	940	0.4213	0.6520	0.4213	0.6491
0.5951	3.6654	942	0.4217	0.6594	0.4217	0.6494
0.5951	3.6732	944	0.4048	0.6445	0.4048	0.6362
0.5951	3.6809	946	0.3961	0.6048	0.3961	0.6294
0.5951	3.6887	948	0.4013	0.6447	0.4013	0.6335
0.5951	3.6965	950	0.4156	0.6545	0.4156	0.6446
0.5951	3.7043	952	0.4708	0.6799	0.4708	0.6861
0.5951	3.7121	954	0.4616	0.6825	0.4616	0.6794
0.5951	3.7198	956	0.3942	0.6344	0.3942	0.6278
0.5951	3.7276	958	0.3937	0.6188	0.3937	0.6274
0.5951	3.7354	960	0.4125	0.6603	0.4125	0.6423
0.5951	3.7432	962	0.4458	0.6816	0.4458	0.6677
0.5951	3.7510	964	0.4576	0.6816	0.4576	0.6765
0.5951	3.7588	966	0.5116	0.6730	0.5116	0.7153
0.5951	3.7665	968	0.5357	0.6717	0.5357	0.7319
0.5951	3.7743	970	0.5383	0.6706	0.5383	0.7337
0.5951	3.7821	972	0.5458	0.6656	0.5458	0.7387
0.5951	3.7899	974	0.4838	0.6680	0.4838	0.6955
0.5951	3.7977	976	0.4541	0.6567	0.4541	0.6739
0.5951	3.8054	978	0.5194	0.6729	0.5194	0.7207
0.5951	3.8132	980	0.5188	0.6735	0.5188	0.7203
0.5951	3.8210	982	0.4472	0.6338	0.4472	0.6687
0.5951	3.8288	984	0.4217	0.6003	0.4217	0.6494
0.5951	3.8366	986	0.4396	0.6226	0.4396	0.6630
0.5951	3.8444	988	0.4951	0.6540	0.4951	0.7036
0.5951	3.8521	990	0.4467	0.6319	0.4467	0.6684
0.5951	3.8599	992	0.4255	0.5994	0.4255	0.6523
0.5951	3.8677	994	0.4111	0.6027	0.4111	0.6412
0.5951	3.8755	996	0.4139	0.6189	0.4139	0.6433
0.5951	3.8833	998	0.4039	0.6225	0.4039	0.6355
0.2012	3.8911	1000	0.4055	0.6451	0.4055	0.6368
0.2012	3.8988	1002	0.3939	0.6300	0.3939	0.6276
0.2012	3.9066	1004	0.4031	0.6459	0.4031	0.6349
0.2012	3.9144	1006	0.4723	0.6839	0.4723	0.6873
0.2012	3.9222	1008	0.4625	0.6881	0.4625	0.6801
0.2012	3.9300	1010	0.4158	0.6435	0.4158	0.6448
0.2012	3.9377	1012	0.4321	0.5895	0.4321	0.6574
0.2012	3.9455	1014	0.4022	0.6456	0.4022	0.6342
0.2012	3.9533	1016	0.4281	0.6772	0.4281	0.6543
0.2012	3.9611	1018	0.4387	0.6862	0.4387	0.6624
0.2012	3.9689	1020	0.4248	0.6704	0.4248	0.6518
0.2012	3.9767	1022	0.4187	0.6379	0.4187	0.6471
0.2012	3.9844	1024	0.4618	0.6707	0.4618	0.6796
0.2012	3.9922	1026	0.4738	0.6616	0.4738	0.6883
0.2012	4.0	1028	0.4790	0.6669	0.4790	0.6921
0.2012	4.0078	1030	0.5172	0.6807	0.5172	0.7192
0.2012	4.0156	1032	0.4859	0.6694	0.4859	0.6971
0.2012	4.0233	1034	0.4257	0.6165	0.4257	0.6524
0.2012	4.0311	1036	0.4343	0.6345	0.4343	0.6590
0.2012	4.0389	1038	0.5440	0.6951	0.5440	0.7376
0.2012	4.0467	1040	0.5887	0.6975	0.5887	0.7672
0.2012	4.0545	1042	0.4718	0.6674	0.4718	0.6869
0.2012	4.0623	1044	0.4562	0.6614	0.4562	0.6754
0.2012	4.0700	1046	0.4965	0.6893	0.4965	0.7046
0.2012	4.0778	1048	0.4406	0.6651	0.4406	0.6638
0.2012	4.0856	1050	0.4298	0.6657	0.4298	0.6556
0.2012	4.0934	1052	0.4320	0.6649	0.4320	0.6573
0.2012	4.1012	1054	0.4852	0.6818	0.4852	0.6966
0.2012	4.1089	1056	0.4878	0.6842	0.4878	0.6984
0.2012	4.1167	1058	0.4101	0.6278	0.4101	0.6404
0.2012	4.1245	1060	0.4048	0.6256	0.4048	0.6362
0.2012	4.1323	1062	0.4480	0.6474	0.4480	0.6693
0.2012	4.1401	1064	0.5975	0.7139	0.5975	0.7730
0.2012	4.1479	1066	0.5796	0.6972	0.5796	0.7613
0.2012	4.1556	1068	0.4640	0.6342	0.4640	0.6812
0.2012	4.1634	1070	0.4433	0.6390	0.4433	0.6658
0.2012	4.1712	1072	0.4804	0.6452	0.4804	0.6931
0.2012	4.1790	1074	0.5117	0.6749	0.5117	0.7154
0.2012	4.1868	1076	0.5083	0.6692	0.5083	0.7129
0.2012	4.1946	1078	0.4666	0.6450	0.4666	0.6831
0.2012	4.2023	1080	0.4655	0.6466	0.4655	0.6823
0.2012	4.2101	1082	0.5771	0.6924	0.5771	0.7597
0.2012	4.2179	1084	0.6892	0.7058	0.6892	0.8302
0.2012	4.2257	1086	0.5559	0.7008	0.5559	0.7456
0.2012	4.2335	1088	0.4264	0.6471	0.4264	0.6530
0.2012	4.2412	1090	0.4227	0.6613	0.4227	0.6501
0.2012	4.2490	1092	0.4803	0.6947	0.4803	0.6930
0.2012	4.2568	1094	0.4276	0.6770	0.4276	0.6539
0.2012	4.2646	1096	0.4039	0.6708	0.4039	0.6355
0.2012	4.2724	1098	0.4220	0.6762	0.4220	0.6496
0.2012	4.2802	1100	0.4229	0.6787	0.4229	0.6503
0.2012	4.2879	1102	0.4472	0.6877	0.4472	0.6688
0.2012	4.2957	1104	0.4306	0.6790	0.4306	0.6562
0.2012	4.3035	1106	0.3975	0.6005	0.3975	0.6304
0.2012	4.3113	1108	0.4095	0.5858	0.4095	0.6399
0.2012	4.3191	1110	0.4009	0.6267	0.4009	0.6331
0.2012	4.3268	1112	0.4555	0.6833	0.4555	0.6749
0.2012	4.3346	1114	0.4860	0.7022	0.4860	0.6971
0.2012	4.3424	1116	0.4340	0.6808	0.4340	0.6588
0.2012	4.3502	1118	0.3972	0.6278	0.3972	0.6302
0.2012	4.3580	1120	0.4027	0.6573	0.4027	0.6346
0.2012	4.3658	1122	0.4636	0.6930	0.4636	0.6809
0.2012	4.3735	1124	0.4593	0.6894	0.4593	0.6777
0.2012	4.3813	1126	0.4140	0.6734	0.4140	0.6434
0.2012	4.3891	1128	0.4256	0.6780	0.4256	0.6524
0.2012	4.3969	1130	0.4766	0.6851	0.4766	0.6904
0.2012	4.4047	1132	0.5488	0.7068	0.5488	0.7408
0.2012	4.4125	1134	0.5060	0.6915	0.5060	0.7113
0.2012	4.4202	1136	0.4189	0.6509	0.4189	0.6472
0.2012	4.4280	1138	0.4185	0.6493	0.4185	0.6469
0.2012	4.4358	1140	0.4849	0.6818	0.4849	0.6964
0.2012	4.4436	1142	0.5414	0.7026	0.5414	0.7358
0.2012	4.4514	1144	0.4762	0.6808	0.4762	0.6901
0.2012	4.4591	1146	0.4950	0.6796	0.4950	0.7036
0.2012	4.4669	1148	0.5737	0.7106	0.5737	0.7574
0.2012	4.4747	1150	0.5174	0.6783	0.5174	0.7193
0.2012	4.4825	1152	0.4831	0.6590	0.4831	0.6951
0.2012	4.4903	1154	0.4974	0.6582	0.4974	0.7053
0.2012	4.4981	1156	0.5181	0.6727	0.5181	0.7198
0.2012	4.5058	1158	0.4697	0.6456	0.4697	0.6853
0.2012	4.5136	1160	0.4378	0.6078	0.4378	0.6617
0.2012	4.5214	1162	0.4362	0.6121	0.4362	0.6605
0.2012	4.5292	1164	0.4573	0.6567	0.4573	0.6762
0.2012	4.5370	1166	0.4966	0.6783	0.4966	0.7047
0.2012	4.5447	1168	0.4399	0.6531	0.4399	0.6633
0.2012	4.5525	1170	0.4466	0.6512	0.4466	0.6683
0.2012	4.5603	1172	0.4639	0.6644	0.4639	0.6811
0.2012	4.5681	1174	0.5602	0.7045	0.5602	0.7485
0.2012	4.5759	1176	0.5286	0.6989	0.5286	0.7271
0.2012	4.5837	1178	0.4319	0.6605	0.4319	0.6572
0.2012	4.5914	1180	0.4139	0.6501	0.4139	0.6434
0.2012	4.5992	1182	0.4412	0.6806	0.4412	0.6642
0.2012	4.6070	1184	0.4468	0.6757	0.4468	0.6684
0.2012	4.6148	1186	0.4115	0.6593	0.4115	0.6415
0.2012	4.6226	1188	0.3916	0.6336	0.3916	0.6258
0.2012	4.6304	1190	0.4029	0.6550	0.4029	0.6347
0.2012	4.6381	1192	0.4723	0.7038	0.4723	0.6873
0.2012	4.6459	1194	0.4600	0.6914	0.4600	0.6782
0.2012	4.6537	1196	0.4132	0.6509	0.4132	0.6428
0.2012	4.6615	1198	0.4022	0.6179	0.4022	0.6342
0.2012	4.6693	1200	0.4168	0.6391	0.4168	0.6456
0.2012	4.6770	1202	0.5096	0.7003	0.5096	0.7139
0.2012	4.6848	1204	0.6591	0.7183	0.6591	0.8119
0.2012	4.6926	1206	0.6018	0.7141	0.6018	0.7757
0.2012	4.7004	1208	0.4538	0.6550	0.4538	0.6736
0.2012	4.7082	1210	0.4286	0.6153	0.4286	0.6547
0.2012	4.7160	1212	0.4427	0.6498	0.4427	0.6654
0.2012	4.7237	1214	0.5023	0.6834	0.5023	0.7087
0.2012	4.7315	1216	0.5104	0.6874	0.5104	0.7144
0.2012	4.7393	1218	0.4372	0.6402	0.4372	0.6612
0.2012	4.7471	1220	0.4292	0.6266	0.4292	0.6552
0.2012	4.7549	1222	0.4669	0.6701	0.4669	0.6833
0.2012	4.7626	1224	0.5187	0.6992	0.5187	0.7202
0.2012	4.7704	1226	0.4887	0.6869	0.4887	0.6990
0.2012	4.7782	1228	0.4125	0.6400	0.4125	0.6423
0.2012	4.7860	1230	0.4040	0.5900	0.4040	0.6356
0.2012	4.7938	1232	0.4085	0.6262	0.4085	0.6391
0.2012	4.8016	1234	0.4876	0.6861	0.4876	0.6983
0.2012	4.8093	1236	0.5704	0.7045	0.5704	0.7552
0.2012	4.8171	1238	0.5021	0.6760	0.5021	0.7086
0.2012	4.8249	1240	0.4314	0.6419	0.4314	0.6568
0.2012	4.8327	1242	0.4296	0.6473	0.4296	0.6554
0.2012	4.8405	1244	0.4300	0.6608	0.4300	0.6558
0.2012	4.8482	1246	0.4560	0.6785	0.4560	0.6753
0.2012	4.8560	1248	0.4780	0.7118	0.4780	0.6914
0.2012	4.8638	1250	0.4351	0.6904	0.4351	0.6596
0.2012	4.8716	1252	0.4142	0.6263	0.4142	0.6436
0.2012	4.8794	1254	0.4162	0.6363	0.4162	0.6452
0.2012	4.8872	1256	0.4587	0.7043	0.4587	0.6773
0.2012	4.8949	1258	0.5056	0.7141	0.5056	0.7111
0.2012	4.9027	1260	0.5649	0.7261	0.5649	0.7516
0.2012	4.9105	1262	0.4956	0.7184	0.4956	0.7040
0.2012	4.9183	1264	0.4109	0.6376	0.4109	0.6410
0.2012	4.9261	1266	0.4042	0.6238	0.4042	0.6358
0.2012	4.9339	1268	0.4235	0.6665	0.4235	0.6508
0.2012	4.9416	1270	0.5512	0.7192	0.5512	0.7425
0.2012	4.9494	1272	0.6074	0.7297	0.6074	0.7793
0.2012	4.9572	1274	0.5005	0.7151	0.5005	0.7074
0.2012	4.9650	1276	0.4001	0.6110	0.4001	0.6325
0.2012	4.9728	1278	0.4240	0.5480	0.4240	0.6512
0.2012	4.9805	1280	0.4147	0.5505	0.4147	0.6440
0.2012	4.9883	1282	0.4077	0.6386	0.4077	0.6386
0.2012	4.9961	1284	0.5200	0.7206	0.5200	0.7211
0.2012	5.0039	1286	0.5464	0.7240	0.5464	0.7392
0.2012	5.0117	1288	0.4571	0.6930	0.4571	0.6761
0.2012	5.0195	1290	0.4034	0.6119	0.4034	0.6351
0.2012	5.0272	1292	0.4086	0.5812	0.4086	0.6392
0.2012	5.0350	1294	0.4073	0.6151	0.4073	0.6382
0.2012	5.0428	1296	0.4500	0.6938	0.4500	0.6708
0.2012	5.0506	1298	0.5051	0.7188	0.5051	0.7107
0.2012	5.0584	1300	0.4618	0.7120	0.4618	0.6796
0.2012	5.0661	1302	0.4198	0.6585	0.4198	0.6479
0.2012	5.0739	1304	0.4207	0.6518	0.4207	0.6486
0.2012	5.0817	1306	0.4535	0.6953	0.4535	0.6734
0.2012	5.0895	1308	0.5527	0.7104	0.5527	0.7434
0.2012	5.0973	1310	0.5631	0.7088	0.5631	0.7504
0.2012	5.1051	1312	0.4717	0.6937	0.4717	0.6868
0.2012	5.1128	1314	0.4269	0.6481	0.4269	0.6533
0.2012	5.1206	1316	0.4445	0.6612	0.4445	0.6667
0.2012	5.1284	1318	0.5187	0.6908	0.5187	0.7202
0.2012	5.1362	1320	0.5107	0.6844	0.5107	0.7146
0.2012	5.1440	1322	0.4722	0.6860	0.4722	0.6872
0.2012	5.1518	1324	0.4177	0.6275	0.4177	0.6463
0.2012	5.1595	1326	0.4112	0.5972	0.4112	0.6412
0.2012	5.1673	1328	0.4089	0.5896	0.4089	0.6394
0.2012	5.1751	1330	0.4243	0.6259	0.4243	0.6514
0.2012	5.1829	1332	0.4267	0.6259	0.4267	0.6532

Framework versions

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