Arabic_FineTuningAraBERT_AugV5_k30_task5_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: 0.6994
• Qwk: 0.6781
• Mse: 0.6994
• Rmse: 0.8363

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	0.0145	2	3.7795	0.0376	3.7795	1.9441
No log	0.0290	4	2.2541	-0.0458	2.2541	1.5014
No log	0.0435	6	1.4621	-0.2132	1.4621	1.2092
No log	0.0580	8	1.3978	0.0681	1.3978	1.1823
No log	0.0725	10	1.0475	0.2691	1.0475	1.0235
No log	0.0870	12	0.8562	0.3399	0.8562	0.9253
No log	0.1014	14	0.8079	0.4462	0.8079	0.8988
No log	0.1159	16	0.7651	0.4059	0.7651	0.8747
No log	0.1304	18	0.8338	0.3493	0.8338	0.9131
No log	0.1449	20	0.9082	0.2279	0.9082	0.9530
No log	0.1594	22	0.9184	0.2279	0.9184	0.9584
No log	0.1739	24	0.8731	0.2933	0.8731	0.9344
No log	0.1884	26	0.8747	0.2933	0.8747	0.9352
No log	0.2029	28	0.9138	0.2933	0.9138	0.9559
No log	0.2174	30	1.0146	0.2933	1.0146	1.0073
No log	0.2319	32	1.1159	0.2933	1.1159	1.0563
No log	0.2464	34	1.1296	0.2933	1.1296	1.0628
No log	0.2609	36	1.1191	0.2857	1.1191	1.0579
No log	0.2754	38	1.0633	0.2857	1.0633	1.0312
No log	0.2899	40	1.2110	0.0805	1.2110	1.1005
No log	0.3043	42	1.4578	0.0	1.4578	1.2074
No log	0.3188	44	1.5144	0.0	1.5144	1.2306
No log	0.3333	46	1.4036	0.0	1.4036	1.1847
No log	0.3478	48	1.2632	0.0	1.2632	1.1239
No log	0.3623	50	1.1624	0.0	1.1624	1.0781
No log	0.3768	52	1.0825	0.0	1.0825	1.0404
No log	0.3913	54	1.0216	0.0	1.0216	1.0107
No log	0.4058	56	0.9891	0.0	0.9891	0.9945
No log	0.4203	58	0.9911	0.0805	0.9911	0.9955
No log	0.4348	60	0.9889	0.0805	0.9889	0.9945
No log	0.4493	62	0.9759	0.0805	0.9759	0.9879
No log	0.4638	64	0.9421	0.2933	0.9421	0.9706
No log	0.4783	66	0.8925	0.2933	0.8925	0.9447
No log	0.4928	68	0.8862	0.0805	0.8862	0.9414
No log	0.5072	70	0.9105	0.0805	0.9105	0.9542
No log	0.5217	72	1.0041	0.3357	1.0041	1.0020
No log	0.5362	74	1.0300	0.5527	1.0300	1.0149
No log	0.5507	76	0.9628	0.4576	0.9628	0.9812
No log	0.5652	78	0.9091	0.3502	0.9091	0.9535
No log	0.5797	80	0.8894	0.0805	0.8894	0.9431
No log	0.5942	82	0.9009	0.1544	0.9009	0.9492
No log	0.6087	84	0.9500	0.2857	0.9500	0.9747
No log	0.6232	86	0.9551	0.3443	0.9551	0.9773
No log	0.6377	88	0.9755	0.3987	0.9755	0.9877
No log	0.6522	90	0.8778	0.3443	0.8778	0.9369
No log	0.6667	92	0.8406	0.3443	0.8406	0.9168
No log	0.6812	94	0.8598	0.375	0.8598	0.9273
No log	0.6957	96	0.8479	0.375	0.8479	0.9208
No log	0.7101	98	0.8862	0.4236	0.8862	0.9414
No log	0.7246	100	0.8752	0.4236	0.8752	0.9355
No log	0.7391	102	0.8370	0.4663	0.8370	0.9149
No log	0.7536	104	0.7717	0.3939	0.7717	0.8785
No log	0.7681	106	0.7348	0.5833	0.7348	0.8572
No log	0.7826	108	0.7243	0.5683	0.7243	0.8511
No log	0.7971	110	0.6980	0.5683	0.6980	0.8355
No log	0.8116	112	0.6721	0.6030	0.6721	0.8198
No log	0.8261	114	0.6588	0.6030	0.6588	0.8117
No log	0.8406	116	0.6264	0.5968	0.6264	0.7914
No log	0.8551	118	0.6280	0.6286	0.6280	0.7925
No log	0.8696	120	0.6996	0.6456	0.6996	0.8364
No log	0.8841	122	0.7441	0.6094	0.7441	0.8626
No log	0.8986	124	0.7428	0.6456	0.7428	0.8618
No log	0.9130	126	0.6941	0.6456	0.6941	0.8331
No log	0.9275	128	0.6621	0.6479	0.6621	0.8137
No log	0.9420	130	0.6319	0.6479	0.6319	0.7949
No log	0.9565	132	0.5438	0.6845	0.5438	0.7374
No log	0.9710	134	0.7041	0.7002	0.7041	0.8391
No log	0.9855	136	0.7619	0.7	0.7619	0.8729
No log	1.0	138	0.6492	0.6560	0.6492	0.8057
No log	1.0145	140	0.5663	0.5968	0.5663	0.7525
No log	1.0290	142	0.5912	0.6037	0.5912	0.7689
No log	1.0435	144	0.6872	0.6978	0.6872	0.8290
No log	1.0580	146	0.8830	0.4872	0.8830	0.9397
No log	1.0725	148	0.9895	0.4038	0.9895	0.9947
No log	1.0870	150	0.9886	0.4038	0.9886	0.9943
No log	1.1014	152	0.8890	0.4872	0.8890	0.9429
No log	1.1159	154	0.7041	0.6247	0.7041	0.8391
No log	1.1304	156	0.6000	0.6639	0.6000	0.7746
No log	1.1449	158	0.6000	0.6154	0.6000	0.7746
No log	1.1594	160	0.6354	0.6639	0.6354	0.7971
No log	1.1739	162	0.7117	0.5330	0.7117	0.8436
No log	1.1884	164	0.9018	0.4872	0.9018	0.9496
No log	1.2029	166	1.0867	0.4038	1.0867	1.0424
No log	1.2174	168	1.1567	0.4038	1.1567	1.0755
No log	1.2319	170	1.0825	0.4038	1.0825	1.0404
No log	1.2464	172	0.9648	0.6247	0.9648	0.9823
No log	1.2609	174	0.8151	0.6456	0.8151	0.9028
No log	1.2754	176	0.7322	0.6495	0.7322	0.8557
No log	1.2899	178	0.6574	0.6514	0.6574	0.8108
No log	1.3043	180	0.6670	0.6809	0.6670	0.8167
No log	1.3188	182	0.7036	0.6514	0.7036	0.8388
No log	1.3333	184	0.7914	0.6322	0.7914	0.8896
No log	1.3478	186	0.9770	0.5274	0.9770	0.9885
No log	1.3623	188	0.9175	0.5274	0.9175	0.9579
No log	1.3768	190	0.7291	0.6247	0.7290	0.8538
No log	1.3913	192	0.6070	0.6817	0.6070	0.7791
No log	1.4058	194	0.5894	0.6286	0.5894	0.7677
No log	1.4203	196	0.5693	0.6122	0.5693	0.7545
No log	1.4348	198	0.5318	0.6657	0.5318	0.7292
No log	1.4493	200	0.5560	0.7541	0.5560	0.7457
No log	1.4638	202	0.6738	0.6247	0.6738	0.8208
No log	1.4783	204	0.7969	0.6247	0.7969	0.8927
No log	1.4928	206	0.8971	0.6073	0.8971	0.9472
No log	1.5072	208	0.8693	0.6073	0.8693	0.9324
No log	1.5217	210	0.8194	0.6456	0.8194	0.9052
No log	1.5362	212	0.7767	0.6305	0.7767	0.8813
No log	1.5507	214	0.7914	0.6456	0.7914	0.8896
No log	1.5652	216	0.8178	0.6094	0.8178	0.9043
No log	1.5797	218	0.9387	0.5	0.9387	0.9689
No log	1.5942	220	0.9706	0.4038	0.9706	0.9852
No log	1.6087	222	0.8664	0.5687	0.8664	0.9308
No log	1.6232	224	0.7603	0.6094	0.7603	0.8719
No log	1.6377	226	0.6274	0.6474	0.6274	0.7921
No log	1.6522	228	0.5862	0.5918	0.5862	0.7657
No log	1.6667	230	0.5821	0.6667	0.5821	0.7630
No log	1.6812	232	0.6300	0.6646	0.6300	0.7937
No log	1.6957	234	0.8305	0.6473	0.8305	0.9113
No log	1.7101	236	0.9465	0.5927	0.9465	0.9729
No log	1.7246	238	0.8468	0.6473	0.8468	0.9202
No log	1.7391	240	0.6990	0.6923	0.6990	0.8360
No log	1.7536	242	0.6325	0.6781	0.6325	0.7953
No log	1.7681	244	0.6084	0.7358	0.6084	0.7800
No log	1.7826	246	0.6207	0.7358	0.6207	0.7879
No log	1.7971	248	0.6071	0.6963	0.6071	0.7792
No log	1.8116	250	0.5940	0.6355	0.5940	0.7707
No log	1.8261	252	0.6162	0.6339	0.6162	0.7850
No log	1.8406	254	0.6413	0.6479	0.6413	0.8008
No log	1.8551	256	0.5942	0.6495	0.5942	0.7708
No log	1.8696	258	0.5720	0.6355	0.5720	0.7563
No log	1.8841	260	0.5753	0.6825	0.5753	0.7585
No log	1.8986	262	0.5831	0.6355	0.5831	0.7636
No log	1.9130	264	0.6216	0.6339	0.6216	0.7884
No log	1.9275	266	0.6727	0.6479	0.6727	0.8202
No log	1.9420	268	0.7660	0.6479	0.7660	0.8752
No log	1.9565	270	0.7259	0.6479	0.7259	0.8520
No log	1.9710	272	0.6250	0.6355	0.6250	0.7906
No log	1.9855	274	0.5982	0.6512	0.5982	0.7734
No log	2.0	276	0.5995	0.5724	0.5995	0.7743
No log	2.0145	278	0.6115	0.5724	0.6115	0.7820
No log	2.0290	280	0.6378	0.5581	0.6378	0.7986
No log	2.0435	282	0.6581	0.5874	0.6581	0.8112
No log	2.0580	284	0.6686	0.6217	0.6686	0.8177
No log	2.0725	286	0.6552	0.5874	0.6552	0.8095
No log	2.0870	288	0.6065	0.6355	0.6065	0.7788
No log	2.1014	290	0.5513	0.6512	0.5513	0.7425
No log	2.1159	292	0.5368	0.6512	0.5368	0.7327
No log	2.1304	294	0.5524	0.6512	0.5524	0.7433
No log	2.1449	296	0.5530	0.6512	0.5530	0.7436
No log	2.1594	298	0.5339	0.6512	0.5339	0.7307
No log	2.1739	300	0.5235	0.6512	0.5235	0.7235
No log	2.1884	302	0.5470	0.6512	0.5470	0.7396
No log	2.2029	304	0.6105	0.6495	0.6105	0.7814
No log	2.2174	306	0.6539	0.6798	0.6539	0.8087
No log	2.2319	308	0.6644	0.6287	0.6644	0.8151
No log	2.2464	310	0.6380	0.6456	0.6380	0.7988
No log	2.2609	312	0.6583	0.6456	0.6583	0.8113
No log	2.2754	314	0.6460	0.6456	0.6460	0.8038
No log	2.2899	316	0.6085	0.6305	0.6085	0.7801
No log	2.3043	318	0.5845	0.6495	0.5845	0.7645
No log	2.3188	320	0.5682	0.6495	0.5682	0.7538
No log	2.3333	322	0.5977	0.6495	0.5977	0.7731
No log	2.3478	324	0.7209	0.6456	0.7209	0.8490
No log	2.3623	326	0.8456	0.6126	0.8456	0.9196
No log	2.3768	328	0.9501	0.5498	0.9501	0.9747
No log	2.3913	330	0.8619	0.5498	0.8619	0.9284
No log	2.4058	332	0.6642	0.6163	0.6642	0.8150
No log	2.4203	334	0.5179	0.6977	0.5179	0.7197
No log	2.4348	336	0.4971	0.7636	0.4971	0.7050
No log	2.4493	338	0.4770	0.7454	0.4770	0.6906
No log	2.4638	340	0.4958	0.6977	0.4958	0.7042
No log	2.4783	342	0.6254	0.6145	0.6254	0.7909
No log	2.4928	344	0.7308	0.6145	0.7308	0.8549
No log	2.5072	346	0.7361	0.6145	0.7361	0.8580
No log	2.5217	348	0.6245	0.6205	0.6245	0.7902
No log	2.5362	350	0.5142	0.6667	0.5142	0.7170
No log	2.5507	352	0.5143	0.6667	0.5143	0.7172
No log	2.5652	354	0.5053	0.6667	0.5053	0.7109
No log	2.5797	356	0.4918	0.6829	0.4918	0.7013
No log	2.5942	358	0.5231	0.6632	0.5231	0.7233
No log	2.6087	360	0.5756	0.6782	0.5756	0.7587
No log	2.6232	362	0.6741	0.6445	0.6741	0.8210
No log	2.6377	364	0.8540	0.6055	0.8540	0.9241
No log	2.6522	366	0.9341	0.6055	0.9341	0.9665
No log	2.6667	368	0.8254	0.5870	0.8254	0.9085
No log	2.6812	370	0.6343	0.7098	0.6343	0.7964
No log	2.6957	372	0.4816	0.7077	0.4816	0.6939
No log	2.7101	374	0.4127	0.8186	0.4127	0.6425
No log	2.7246	376	0.4059	0.7907	0.4059	0.6371
No log	2.7391	378	0.5023	0.7254	0.5023	0.7087
No log	2.7536	380	0.6273	0.6782	0.6273	0.7920
No log	2.7681	382	0.8134	0.6419	0.8134	0.9019
No log	2.7826	384	0.8875	0.625	0.8875	0.9421
No log	2.7971	386	0.8304	0.6419	0.8304	0.9112
No log	2.8116	388	0.7509	0.6610	0.7509	0.8666
No log	2.8261	390	0.7312	0.6610	0.7312	0.8551
No log	2.8406	392	0.7173	0.6766	0.7173	0.8469
No log	2.8551	394	0.6339	0.6782	0.6339	0.7962
No log	2.8696	396	0.6053	0.6627	0.6053	0.7780
No log	2.8841	398	0.5960	0.6637	0.5960	0.7720
No log	2.8986	400	0.6529	0.6767	0.6529	0.8080
No log	2.9130	402	0.7825	0.6606	0.7825	0.8846
No log	2.9275	404	0.8671	0.6606	0.8671	0.9312
No log	2.9420	406	0.8391	0.6468	0.8391	0.9160
No log	2.9565	408	0.7750	0.6484	0.7750	0.8803
No log	2.9710	410	0.7703	0.6484	0.7703	0.8777
No log	2.9855	412	0.7519	0.6009	0.7519	0.8671
No log	3.0	414	0.7065	0.6009	0.7065	0.8405
No log	3.0145	416	0.6782	0.6163	0.6782	0.8235
No log	3.0290	418	0.6799	0.6163	0.6799	0.8246
No log	3.0435	420	0.7053	0.6305	0.7053	0.8398
No log	3.0580	422	0.7488	0.6145	0.7488	0.8653
No log	3.0725	424	0.7611	0.6622	0.7611	0.8724
No log	3.0870	426	0.7657	0.6622	0.7657	0.8751
No log	3.1014	428	0.7733	0.6622	0.7733	0.8794
No log	3.1159	430	0.8407	0.6468	0.8407	0.9169
No log	3.1304	432	0.8377	0.6468	0.8377	0.9152
No log	3.1449	434	0.7817	0.6622	0.7817	0.8841
No log	3.1594	436	0.7442	0.6622	0.7442	0.8627
No log	3.1739	438	0.7478	0.6622	0.7478	0.8648
No log	3.1884	440	0.8393	0.6622	0.8393	0.9161
No log	3.2029	442	0.9110	0.6594	0.9110	0.9545
No log	3.2174	444	0.9472	0.6594	0.9472	0.9732
No log	3.2319	446	0.9424	0.5599	0.9424	0.9707
No log	3.2464	448	0.8560	0.6767	0.8560	0.9252
No log	3.2609	450	0.7633	0.6622	0.7633	0.8737
No log	3.2754	452	0.7450	0.6622	0.7450	0.8631
No log	3.2899	454	0.6996	0.6622	0.6996	0.8364
No log	3.3043	456	0.7016	0.6622	0.7016	0.8376
No log	3.3188	458	0.7624	0.6767	0.7624	0.8732
No log	3.3333	460	0.8417	0.6419	0.8417	0.9174
No log	3.3478	462	0.8520	0.6419	0.8520	0.9230
No log	3.3623	464	0.7667	0.6419	0.7667	0.8756
No log	3.3768	466	0.7240	0.6419	0.7240	0.8509
No log	3.3913	468	0.7362	0.6419	0.7362	0.8580
No log	3.4058	470	0.7842	0.6419	0.7842	0.8856
No log	3.4203	472	0.7444	0.6419	0.7444	0.8628
No log	3.4348	474	0.6985	0.6947	0.6985	0.8358
No log	3.4493	476	0.6827	0.6947	0.6827	0.8263
No log	3.4638	478	0.6983	0.6947	0.6983	0.8356
No log	3.4783	480	0.7676	0.6419	0.7676	0.8761
No log	3.4928	482	0.8355	0.625	0.8355	0.9140
No log	3.5072	484	0.8704	0.625	0.8704	0.9330
No log	3.5217	486	0.7818	0.625	0.7818	0.8842
No log	3.5362	488	0.6875	0.6597	0.6875	0.8292
No log	3.5507	490	0.6717	0.6597	0.6717	0.8196
No log	3.5652	492	0.6449	0.6947	0.6449	0.8031
No log	3.5797	494	0.6733	0.6766	0.6733	0.8206
No log	3.5942	496	0.7249	0.6766	0.7249	0.8514
No log	3.6087	498	0.7495	0.6594	0.7495	0.8657
0.465	3.6232	500	0.6850	0.6462	0.6850	0.8276
0.465	3.6377	502	0.5697	0.7098	0.5697	0.7548
0.465	3.6522	504	0.5300	0.7098	0.5300	0.7280
0.465	3.6667	506	0.5487	0.7098	0.5487	0.7408
0.465	3.6812	508	0.5940	0.6796	0.5940	0.7707
0.465	3.6957	510	0.6883	0.6766	0.6883	0.8296
0.465	3.7101	512	0.7488	0.6591	0.7488	0.8653
0.465	3.7246	514	0.7095	0.6594	0.7095	0.8423
0.465	3.7391	516	0.6010	0.6947	0.6010	0.7753
0.465	3.7536	518	0.5325	0.6947	0.5325	0.7297
0.465	3.7681	520	0.5270	0.6429	0.5270	0.7260
0.465	3.7826	522	0.5463	0.6429	0.5463	0.7391
0.465	3.7971	524	0.5600	0.6947	0.5600	0.7483
0.465	3.8116	526	0.5562	0.7085	0.5562	0.7458
0.465	3.8261	528	0.5902	0.7085	0.5902	0.7683
0.465	3.8406	530	0.6721	0.6610	0.6721	0.8198
0.465	3.8551	532	0.8166	0.6270	0.8166	0.9036
0.465	3.8696	534	0.8306	0.6270	0.8306	0.9114
0.465	3.8841	536	0.7872	0.6270	0.7872	0.8872
0.465	3.8986	538	0.7200	0.6270	0.7200	0.8485
0.465	3.9130	540	0.6814	0.6766	0.6814	0.8254
0.465	3.9275	542	0.6851	0.6622	0.6851	0.8277
0.465	3.9420	544	0.6753	0.6622	0.6753	0.8218
0.465	3.9565	546	0.7166	0.6606	0.7166	0.8465
0.465	3.9710	548	0.7685	0.6606	0.7685	0.8766
0.465	3.9855	550	0.7586	0.6606	0.7586	0.8710
0.465	4.0	552	0.7551	0.6606	0.7551	0.8690
0.465	4.0145	554	0.7360	0.6606	0.7360	0.8579
0.465	4.0290	556	0.6836	0.6767	0.6836	0.8268
0.465	4.0435	558	0.6399	0.6934	0.6399	0.7999
0.465	4.0580	560	0.6009	0.7085	0.6009	0.7752
0.465	4.0725	562	0.6013	0.7085	0.6013	0.7754
0.465	4.0870	564	0.6156	0.7085	0.6156	0.7846
0.465	4.1014	566	0.6474	0.7085	0.6474	0.8046
0.465	4.1159	568	0.7203	0.6468	0.7203	0.8487
0.465	4.1304	570	0.7753	0.6288	0.7753	0.8805
0.465	4.1449	572	0.7681	0.625	0.7681	0.8764
0.465	4.1594	574	0.7148	0.625	0.7148	0.8454
0.465	4.1739	576	0.7034	0.625	0.7034	0.8387
0.465	4.1884	578	0.7373	0.625	0.7373	0.8587
0.465	4.2029	580	0.7476	0.625	0.7476	0.8646
0.465	4.2174	582	0.7236	0.6107	0.7236	0.8507
0.465	4.2319	584	0.7291	0.6107	0.7291	0.8539
0.465	4.2464	586	0.8154	0.625	0.8154	0.9030
0.465	4.2609	588	0.8477	0.6270	0.8477	0.9207
0.465	4.2754	590	0.9045	0.6288	0.9045	0.9511
0.465	4.2899	592	0.9357	0.6270	0.9357	0.9673
0.465	4.3043	594	0.9686	0.6288	0.9686	0.9842
0.465	4.3188	596	0.9064	0.6270	0.9064	0.9520
0.465	4.3333	598	0.8249	0.6270	0.8249	0.9082
0.465	4.3478	600	0.7534	0.6305	0.7534	0.8680
0.465	4.3623	602	0.7072	0.6305	0.7072	0.8409
0.465	4.3768	604	0.6727	0.6462	0.6727	0.8202
0.465	4.3913	606	0.7039	0.6462	0.7039	0.8390
0.465	4.4058	608	0.7827	0.6154	0.7827	0.8847
0.465	4.4203	610	0.8295	0.6178	0.8295	0.9108
0.465	4.4348	612	0.8434	0.6178	0.8434	0.9184
0.465	4.4493	614	0.8546	0.6219	0.8546	0.9244
0.465	4.4638	616	0.8207	0.6481	0.8207	0.9059
0.465	4.4783	618	0.8176	0.6370	0.8176	0.9042
0.465	4.4928	620	0.7564	0.6488	0.7564	0.8697
0.465	4.5072	622	0.6748	0.6937	0.6748	0.8215
0.465	4.5217	624	0.6506	0.6937	0.6506	0.8066
0.465	4.5362	626	0.6439	0.6937	0.6439	0.8025
0.465	4.5507	628	0.6880	0.6637	0.6880	0.8295
0.465	4.5652	630	0.6899	0.6782	0.6899	0.8306
0.465	4.5797	632	0.6552	0.6782	0.6552	0.8094
0.465	4.5942	634	0.6202	0.6637	0.6202	0.7875
0.465	4.6087	636	0.5959	0.6637	0.5959	0.7719
0.465	4.6232	638	0.6253	0.6462	0.6253	0.7908
0.465	4.6377	640	0.6956	0.6462	0.6956	0.8340
0.465	4.6522	642	0.7478	0.6288	0.7478	0.8648
0.465	4.6667	644	0.7648	0.6445	0.7648	0.8745
0.465	4.6812	646	0.7902	0.6419	0.7902	0.8889
0.465	4.6957	648	0.8204	0.6270	0.8204	0.9058
0.465	4.7101	650	0.8103	0.6429	0.8103	0.9002
0.465	4.7246	652	0.7613	0.6419	0.7613	0.8725
0.465	4.7391	654	0.7416	0.6597	0.7416	0.8612
0.465	4.7536	656	0.7514	0.6429	0.7514	0.8668
0.465	4.7681	658	0.7761	0.6725	0.7761	0.8810
0.465	4.7826	660	0.8421	0.6715	0.8421	0.9177
0.465	4.7971	662	0.8440	0.6718	0.8440	0.9187
0.465	4.8116	664	0.7816	0.6597	0.7816	0.8841
0.465	4.8261	666	0.7166	0.6349	0.7166	0.8465
0.465	4.8406	668	0.7546	0.6349	0.7546	0.8687
0.465	4.8551	670	0.8241	0.6743	0.8241	0.9078
0.465	4.8696	672	0.8521	0.6600	0.8521	0.9231
0.465	4.8841	674	0.7773	0.6627	0.7773	0.8817
0.465	4.8986	676	0.7502	0.6627	0.7502	0.8661
0.465	4.9130	678	0.7171	0.6632	0.7171	0.8468
0.465	4.9275	680	0.6684	0.6937	0.6684	0.8175
0.465	4.9420	682	0.6195	0.6937	0.6195	0.7871
0.465	4.9565	684	0.5972	0.6937	0.5972	0.7728
0.465	4.9710	686	0.6077	0.6937	0.6077	0.7795
0.465	4.9855	688	0.6234	0.6937	0.6234	0.7895
0.465	5.0	690	0.6352	0.6937	0.6352	0.7970
0.465	5.0145	692	0.6363	0.6937	0.6363	0.7977
0.465	5.0290	694	0.6135	0.6795	0.6135	0.7833
0.465	5.0435	696	0.6171	0.6795	0.6171	0.7856
0.465	5.0580	698	0.6505	0.6795	0.6505	0.8066
0.465	5.0725	700	0.6601	0.7441	0.6601	0.8125
0.465	5.0870	702	0.6846	0.7393	0.6846	0.8274
0.465	5.1014	704	0.7229	0.7137	0.7229	0.8503
0.465	5.1159	706	0.7353	0.7137	0.7353	0.8575
0.465	5.1304	708	0.7190	0.6881	0.7190	0.8480
0.465	5.1449	710	0.6951	0.6753	0.6951	0.8337
0.465	5.1594	712	0.7026	0.6896	0.7026	0.8382
0.465	5.1739	714	0.6962	0.6445	0.6962	0.8344
0.465	5.1884	716	0.6694	0.6305	0.6694	0.8182
0.465	5.2029	718	0.6440	0.6937	0.6440	0.8025
0.465	5.2174	720	0.6815	0.6646	0.6815	0.8255
0.465	5.2319	722	0.7573	0.7009	0.7573	0.8702
0.465	5.2464	724	0.7890	0.7009	0.7890	0.8883
0.465	5.2609	726	0.7821	0.6640	0.7821	0.8844
0.465	5.2754	728	0.7441	0.6905	0.7441	0.8626
0.465	5.2899	730	0.7399	0.6926	0.7399	0.8602
0.465	5.3043	732	0.7359	0.6646	0.7359	0.8579
0.465	5.3188	734	0.7340	0.6646	0.7340	0.8568
0.465	5.3333	736	0.7278	0.6781	0.7278	0.8531
0.465	5.3478	738	0.7332	0.6781	0.7332	0.8563
0.465	5.3623	740	0.7153	0.6781	0.7153	0.8458
0.465	5.3768	742	0.6825	0.6646	0.6825	0.8261
0.465	5.3913	744	0.6531	0.6795	0.6531	0.8082
0.465	5.4058	746	0.6447	0.7077	0.6447	0.8030
0.465	5.4203	748	0.6693	0.7077	0.6693	0.8181
0.465	5.4348	750	0.6890	0.7077	0.6890	0.8301
0.465	5.4493	752	0.7002	0.7077	0.7002	0.8368
0.465	5.4638	754	0.6983	0.6926	0.6983	0.8356
0.465	5.4783	756	0.6824	0.6646	0.6824	0.8261
0.465	5.4928	758	0.6837	0.6646	0.6837	0.8269
0.465	5.5072	760	0.7122	0.6781	0.7122	0.8439
0.465	5.5217	762	0.7296	0.6881	0.7296	0.8542
0.465	5.5362	764	0.7296	0.6881	0.7296	0.8542
0.465	5.5507	766	0.7010	0.6881	0.7010	0.8372
0.465	5.5652	768	0.6577	0.6462	0.6577	0.8110
0.465	5.5797	770	0.6360	0.6948	0.6360	0.7975
0.465	5.5942	772	0.6311	0.6627	0.6311	0.7944
0.465	5.6087	774	0.6181	0.6948	0.6181	0.7862
0.465	5.6232	776	0.6402	0.6948	0.6402	0.8001
0.465	5.6377	778	0.6414	0.6782	0.6414	0.8009
0.465	5.6522	780	0.6367	0.6782	0.6367	0.7979
0.465	5.6667	782	0.6237	0.6796	0.6237	0.7898
0.465	5.6812	784	0.6039	0.7077	0.6039	0.7771
0.465	5.6957	786	0.5966	0.7077	0.5966	0.7724
0.465	5.7101	788	0.5857	0.7077	0.5857	0.7653
0.465	5.7246	790	0.6032	0.7077	0.6032	0.7767
0.465	5.7391	792	0.6447	0.6646	0.6447	0.8029
0.465	5.7536	794	0.6950	0.6484	0.6950	0.8337
0.465	5.7681	796	0.7115	0.6881	0.7115	0.8435
0.465	5.7826	798	0.7038	0.6484	0.7038	0.8389
0.465	5.7971	800	0.6902	0.6488	0.6902	0.8308
0.465	5.8116	802	0.6775	0.6488	0.6775	0.8231
0.465	5.8261	804	0.6289	0.6768	0.6289	0.7930
0.465	5.8406	806	0.5852	0.7047	0.5852	0.7650
0.465	5.8551	808	0.5755	0.7047	0.5755	0.7586
0.465	5.8696	810	0.5955	0.7393	0.5955	0.7717
0.465	5.8841	812	0.6052	0.7393	0.6052	0.7779
0.465	5.8986	814	0.6175	0.7431	0.6175	0.7858
0.465	5.9130	816	0.6543	0.7160	0.6543	0.8089
0.465	5.9275	818	0.6932	0.7160	0.6932	0.8326
0.465	5.9420	820	0.7018	0.7160	0.7018	0.8378
0.465	5.9565	822	0.7319	0.6888	0.7319	0.8555
0.465	5.9710	824	0.7262	0.7160	0.7262	0.8522
0.465	5.9855	826	0.7236	0.7160	0.7236	0.8506
0.465	6.0	828	0.7385	0.7160	0.7385	0.8594
0.465	6.0145	830	0.7005	0.7282	0.7005	0.8370
0.465	6.0290	832	0.6535	0.6937	0.6535	0.8084
0.465	6.0435	834	0.6459	0.6937	0.6459	0.8037
0.465	6.0580	836	0.6440	0.6926	0.6440	0.8025
0.465	6.0725	838	0.6442	0.6926	0.6442	0.8027
0.465	6.0870	840	0.6586	0.6926	0.6586	0.8116
0.465	6.1014	842	0.6874	0.6781	0.6874	0.8291
0.465	6.1159	844	0.7145	0.6781	0.7145	0.8453
0.465	6.1304	846	0.7060	0.6462	0.7060	0.8402
0.465	6.1449	848	0.6695	0.6462	0.6695	0.8182
0.465	6.1594	850	0.6698	0.6462	0.6698	0.8184
0.465	6.1739	852	0.6667	0.6782	0.6667	0.8165
0.465	6.1884	854	0.6686	0.6782	0.6686	0.8177
0.465	6.2029	856	0.6714	0.6782	0.6714	0.8194
0.465	6.2174	858	0.6668	0.6782	0.6668	0.8166
0.465	6.2319	860	0.6720	0.6782	0.6720	0.8198
0.465	6.2464	862	0.6637	0.6782	0.6637	0.8147
0.465	6.2609	864	0.6376	0.6782	0.6376	0.7985
0.465	6.2754	866	0.6184	0.6782	0.6184	0.7864
0.465	6.2899	868	0.6242	0.6781	0.6242	0.7901
0.465	6.3043	870	0.6328	0.6781	0.6328	0.7955
0.465	6.3188	872	0.6441	0.6781	0.6441	0.8026
0.465	6.3333	874	0.6731	0.6782	0.6731	0.8204
0.465	6.3478	876	0.7025	0.6782	0.7025	0.8381
0.465	6.3623	878	0.7455	0.6752	0.7455	0.8634
0.465	6.3768	880	0.7461	0.6429	0.7461	0.8637
0.465	6.3913	882	0.7559	0.6429	0.7559	0.8694
0.465	6.4058	884	0.7490	0.6429	0.7490	0.8654
0.465	6.4203	886	0.7600	0.6429	0.7600	0.8718
0.465	6.4348	888	0.7492	0.6429	0.7492	0.8655
0.465	6.4493	890	0.7261	0.6419	0.7261	0.8521
0.465	6.4638	892	0.7170	0.6419	0.7170	0.8467
0.465	6.4783	894	0.6948	0.6419	0.6948	0.8335
0.465	6.4928	896	0.6732	0.6419	0.6732	0.8205
0.465	6.5072	898	0.6787	0.6126	0.6787	0.8238
0.465	6.5217	900	0.6878	0.6126	0.6878	0.8293
0.465	6.5362	902	0.7113	0.6462	0.7113	0.8434
0.465	6.5507	904	0.7234	0.6767	0.7234	0.8505
0.465	6.5652	906	0.7135	0.6782	0.7135	0.8447
0.465	6.5797	908	0.6940	0.6781	0.6940	0.8331
0.465	6.5942	910	0.6861	0.6781	0.6861	0.8283
0.465	6.6087	912	0.6918	0.6781	0.6918	0.8317
0.465	6.6232	914	0.6912	0.6484	0.6912	0.8314
0.465	6.6377	916	0.6792	0.6484	0.6792	0.8241
0.465	6.6522	918	0.6482	0.6781	0.6482	0.8051
0.465	6.6667	920	0.6304	0.6781	0.6304	0.7940
0.465	6.6812	922	0.6110	0.6781	0.6110	0.7817
0.465	6.6957	924	0.6209	0.6781	0.6209	0.7879
0.465	6.7101	926	0.6183	0.6484	0.6183	0.7863
0.465	6.7246	928	0.6223	0.6484	0.6223	0.7889
0.465	6.7391	930	0.6413	0.6622	0.6413	0.8008
0.465	6.7536	932	0.6902	0.6445	0.6902	0.8308
0.465	6.7681	934	0.7134	0.6445	0.7134	0.8446
0.465	6.7826	936	0.7264	0.6452	0.7264	0.8523
0.465	6.7971	938	0.7150	0.6445	0.7150	0.8456
0.465	6.8116	940	0.6836	0.6445	0.6836	0.8268
0.465	6.8261	942	0.6263	0.6305	0.6263	0.7914
0.465	6.8406	944	0.5954	0.6622	0.5954	0.7716
0.465	6.8551	946	0.6076	0.6305	0.6076	0.7795
0.465	6.8696	948	0.6612	0.6445	0.6612	0.8132
0.465	6.8841	950	0.7429	0.6452	0.7429	0.8619
0.465	6.8986	952	0.7887	0.6728	0.7887	0.8881
0.465	6.9130	954	0.7948	0.6728	0.7948	0.8915
0.465	6.9275	956	0.7551	0.6304	0.7551	0.8690
0.465	6.9420	958	0.6892	0.6445	0.6892	0.8302
0.465	6.9565	960	0.6216	0.6305	0.6216	0.7884
0.465	6.9710	962	0.5884	0.6484	0.5884	0.7671
0.465	6.9855	964	0.5559	0.6781	0.5559	0.7456
0.465	7.0	966	0.5534	0.6781	0.5534	0.7439
0.465	7.0145	968	0.5851	0.6484	0.5851	0.7649
0.465	7.0290	970	0.6329	0.6305	0.6329	0.7955
0.465	7.0435	972	0.6897	0.6429	0.6897	0.8305
0.465	7.0580	974	0.7121	0.6429	0.7121	0.8439
0.465	7.0725	976	0.7227	0.6270	0.7227	0.8501
0.465	7.0870	978	0.6959	0.6429	0.6959	0.8342
0.465	7.1014	980	0.6794	0.6452	0.6794	0.8243
0.465	7.1159	982	0.6907	0.6452	0.6907	0.8311
0.465	7.1304	984	0.6945	0.6452	0.6945	0.8334
0.465	7.1449	986	0.7101	0.6452	0.7101	0.8427
0.465	7.1594	988	0.7136	0.6452	0.7136	0.8448
0.465	7.1739	990	0.7267	0.6304	0.7267	0.8525
0.465	7.1884	992	0.7234	0.6304	0.7234	0.8505
0.465	7.2029	994	0.6947	0.6320	0.6947	0.8335
0.465	7.2174	996	0.6747	0.6768	0.6747	0.8214
0.465	7.2319	998	0.6736	0.6768	0.6736	0.8207
0.0826	7.2464	1000	0.6708	0.6781	0.6708	0.8190
0.0826	7.2609	1002	0.6620	0.6781	0.6620	0.8136
0.0826	7.2754	1004	0.6687	0.6781	0.6687	0.8177
0.0826	7.2899	1006	0.6859	0.6781	0.6859	0.8282
0.0826	7.3043	1008	0.6876	0.6768	0.6876	0.8292
0.0826	7.3188	1010	0.6826	0.6768	0.6826	0.8262
0.0826	7.3333	1012	0.6765	0.6781	0.6765	0.8225
0.0826	7.3478	1014	0.6679	0.6781	0.6679	0.8173
0.0826	7.3623	1016	0.6607	0.6781	0.6607	0.8128
0.0826	7.3768	1018	0.6581	0.6923	0.6581	0.8112
0.0826	7.3913	1020	0.6548	0.6934	0.6548	0.8092
0.0826	7.4058	1022	0.6560	0.6934	0.6560	0.8099
0.0826	7.4203	1024	0.6675	0.6934	0.6675	0.8170
0.0826	7.4348	1026	0.6650	0.6934	0.6650	0.8155
0.0826	7.4493	1028	0.6838	0.6610	0.6838	0.8269
0.0826	7.4638	1030	0.7113	0.6419	0.7113	0.8434
0.0826	7.4783	1032	0.7584	0.6270	0.7584	0.8709
0.0826	7.4928	1034	0.8074	0.6270	0.8074	0.8985
0.0826	7.5072	1036	0.8281	0.6270	0.8281	0.9100
0.0826	7.5217	1038	0.8199	0.6270	0.8199	0.9055
0.0826	7.5362	1040	0.7801	0.625	0.7801	0.8832
0.0826	7.5507	1042	0.7363	0.6622	0.7363	0.8581
0.0826	7.5652	1044	0.6971	0.6782	0.6971	0.8349
0.0826	7.5797	1046	0.6882	0.6782	0.6882	0.8296
0.0826	7.5942	1048	0.6979	0.6782	0.6979	0.8354
0.0826	7.6087	1050	0.7312	0.6305	0.7312	0.8551
0.0826	7.6232	1052	0.7547	0.5972	0.7547	0.8687
0.0826	7.6377	1054	0.7723	0.5972	0.7723	0.8788
0.0826	7.6522	1056	0.7690	0.5972	0.7690	0.8769
0.0826	7.6667	1058	0.7723	0.5972	0.7723	0.8788
0.0826	7.6812	1060	0.7757	0.6107	0.7757	0.8808
0.0826	7.6957	1062	0.7733	0.625	0.7733	0.8794
0.0826	7.7101	1064	0.7461	0.5972	0.7461	0.8637
0.0826	7.7246	1066	0.7073	0.6462	0.7073	0.8410
0.0826	7.7391	1068	0.6831	0.6462	0.6831	0.8265
0.0826	7.7536	1070	0.6670	0.6782	0.6670	0.8167
0.0826	7.7681	1072	0.6633	0.6126	0.6633	0.8145
0.0826	7.7826	1074	0.6747	0.6269	0.6747	0.8214
0.0826	7.7971	1076	0.6966	0.6419	0.6966	0.8346
0.0826	7.8116	1078	0.7057	0.6419	0.7057	0.8401
0.0826	7.8261	1080	0.7106	0.6419	0.7106	0.8430
0.0826	7.8406	1082	0.7260	0.6269	0.7260	0.8520
0.0826	7.8551	1084	0.7568	0.6419	0.7568	0.8699
0.0826	7.8696	1086	0.7830	0.6429	0.7830	0.8849
0.0826	7.8841	1088	0.8141	0.6270	0.8141	0.9022
0.0826	7.8986	1090	0.8222	0.6270	0.8222	0.9068
0.0826	7.9130	1092	0.8150	0.6009	0.8150	0.9028
0.0826	7.9275	1094	0.8002	0.6154	0.8002	0.8946
0.0826	7.9420	1096	0.7750	0.6195	0.7750	0.8803
0.0826	7.9565	1098	0.7426	0.6768	0.7426	0.8617
0.0826	7.9710	1100	0.7036	0.6781	0.7036	0.8388
0.0826	7.9855	1102	0.6764	0.6781	0.6764	0.8225
0.0826	8.0	1104	0.6506	0.6781	0.6506	0.8066
0.0826	8.0145	1106	0.6474	0.6781	0.6474	0.8046
0.0826	8.0290	1108	0.6463	0.6781	0.6463	0.8039
0.0826	8.0435	1110	0.6523	0.6781	0.6523	0.8077
0.0826	8.0580	1112	0.6575	0.6781	0.6575	0.8108
0.0826	8.0725	1114	0.6681	0.6781	0.6681	0.8174
0.0826	8.0870	1116	0.6844	0.6781	0.6844	0.8273
0.0826	8.1014	1118	0.6969	0.6781	0.6969	0.8348
0.0826	8.1159	1120	0.7168	0.6768	0.7168	0.8466
0.0826	8.1304	1122	0.7271	0.6768	0.7271	0.8527
0.0826	8.1449	1124	0.7275	0.6768	0.7275	0.8530
0.0826	8.1594	1126	0.7365	0.6768	0.7365	0.8582
0.0826	8.1739	1128	0.7413	0.6768	0.7413	0.8610
0.0826	8.1884	1130	0.7448	0.6768	0.7448	0.8630
0.0826	8.2029	1132	0.7460	0.6768	0.7460	0.8637
0.0826	8.2174	1134	0.7419	0.6768	0.7419	0.8613
0.0826	8.2319	1136	0.7380	0.6768	0.7380	0.8590
0.0826	8.2464	1138	0.7181	0.6768	0.7181	0.8474
0.0826	8.2609	1140	0.7008	0.6768	0.7008	0.8372
0.0826	8.2754	1142	0.6813	0.6768	0.6813	0.8254
0.0826	8.2899	1144	0.6611	0.6768	0.6611	0.8131
0.0826	8.3043	1146	0.6428	0.6781	0.6428	0.8018
0.0826	8.3188	1148	0.6313	0.6781	0.6313	0.7945
0.0826	8.3333	1150	0.6355	0.6781	0.6355	0.7972
0.0826	8.3478	1152	0.6466	0.6768	0.6466	0.8041
0.0826	8.3623	1154	0.6664	0.6768	0.6664	0.8163
0.0826	8.3768	1156	0.6818	0.6768	0.6818	0.8257
0.0826	8.3913	1158	0.6844	0.6768	0.6844	0.8273
0.0826	8.4058	1160	0.6857	0.6768	0.6857	0.8281
0.0826	8.4203	1162	0.6809	0.6768	0.6809	0.8252
0.0826	8.4348	1164	0.6791	0.6768	0.6791	0.8241
0.0826	8.4493	1166	0.6824	0.6488	0.6824	0.8261
0.0826	8.4638	1168	0.6887	0.6488	0.6887	0.8299
0.0826	8.4783	1170	0.6892	0.6488	0.6892	0.8302
0.0826	8.4928	1172	0.6878	0.6768	0.6878	0.8293
0.0826	8.5072	1174	0.6883	0.6768	0.6883	0.8296
0.0826	8.5217	1176	0.7042	0.6768	0.7042	0.8392
0.0826	8.5362	1178	0.7218	0.6627	0.7218	0.8496
0.0826	8.5507	1180	0.7323	0.6627	0.7323	0.8557
0.0826	8.5652	1182	0.7430	0.6627	0.7430	0.8619
0.0826	8.5797	1184	0.7478	0.6627	0.7478	0.8648
0.0826	8.5942	1186	0.7465	0.6627	0.7465	0.8640
0.0826	8.6087	1188	0.7372	0.6627	0.7372	0.8586
0.0826	8.6232	1190	0.7290	0.6768	0.7290	0.8538
0.0826	8.6377	1192	0.7163	0.6768	0.7163	0.8463
0.0826	8.6522	1194	0.7010	0.6768	0.7010	0.8372
0.0826	8.6667	1196	0.7015	0.6768	0.7015	0.8375
0.0826	8.6812	1198	0.7152	0.6768	0.7152	0.8457
0.0826	8.6957	1200	0.7335	0.6768	0.7335	0.8565
0.0826	8.7101	1202	0.7390	0.6768	0.7390	0.8596
0.0826	8.7246	1204	0.7388	0.6768	0.7388	0.8595
0.0826	8.7391	1206	0.7375	0.6768	0.7375	0.8588
0.0826	8.7536	1208	0.7362	0.6768	0.7362	0.8580
0.0826	8.7681	1210	0.7373	0.6768	0.7373	0.8587
0.0826	8.7826	1212	0.7254	0.6768	0.7254	0.8517
0.0826	8.7971	1214	0.7114	0.6781	0.7114	0.8434
0.0826	8.8116	1216	0.7063	0.6781	0.7063	0.8404
0.0826	8.8261	1218	0.7108	0.6781	0.7108	0.8431
0.0826	8.8406	1220	0.7116	0.6781	0.7116	0.8436
0.0826	8.8551	1222	0.7162	0.6781	0.7162	0.8463
0.0826	8.8696	1224	0.7230	0.6781	0.7230	0.8503
0.0826	8.8841	1226	0.7267	0.6768	0.7267	0.8525
0.0826	8.8986	1228	0.7396	0.6627	0.7396	0.8600
0.0826	8.9130	1230	0.7496	0.6627	0.7496	0.8658
0.0826	8.9275	1232	0.7502	0.6627	0.7502	0.8662
0.0826	8.9420	1234	0.7489	0.6627	0.7489	0.8654
0.0826	8.9565	1236	0.7439	0.6627	0.7439	0.8625
0.0826	8.9710	1238	0.7328	0.6768	0.7328	0.8560
0.0826	8.9855	1240	0.7201	0.6768	0.7201	0.8486
0.0826	9.0	1242	0.7161	0.6768	0.7161	0.8462
0.0826	9.0145	1244	0.7178	0.6768	0.7178	0.8473
0.0826	9.0290	1246	0.7191	0.6768	0.7191	0.8480
0.0826	9.0435	1248	0.7206	0.6488	0.7206	0.8489
0.0826	9.0580	1250	0.7174	0.6488	0.7174	0.8470
0.0826	9.0725	1252	0.7151	0.6488	0.7151	0.8456
0.0826	9.0870	1254	0.7158	0.6488	0.7158	0.8460
0.0826	9.1014	1256	0.7108	0.6768	0.7108	0.8431
0.0826	9.1159	1258	0.7084	0.6768	0.7084	0.8417
0.0826	9.1304	1260	0.7108	0.6768	0.7108	0.8431
0.0826	9.1449	1262	0.7107	0.6768	0.7107	0.8430
0.0826	9.1594	1264	0.7070	0.6768	0.7070	0.8408
0.0826	9.1739	1266	0.6994	0.6768	0.6994	0.8363
0.0826	9.1884	1268	0.6904	0.6768	0.6904	0.8309
0.0826	9.2029	1270	0.6866	0.6768	0.6866	0.8286
0.0826	9.2174	1272	0.6802	0.6781	0.6802	0.8247
0.0826	9.2319	1274	0.6763	0.6781	0.6763	0.8224
0.0826	9.2464	1276	0.6735	0.6781	0.6735	0.8207
0.0826	9.2609	1278	0.6682	0.6781	0.6682	0.8174
0.0826	9.2754	1280	0.6656	0.6781	0.6656	0.8158
0.0826	9.2899	1282	0.6639	0.6781	0.6639	0.8148
0.0826	9.3043	1284	0.6639	0.6781	0.6639	0.8148
0.0826	9.3188	1286	0.6707	0.6781	0.6707	0.8190
0.0826	9.3333	1288	0.6807	0.6781	0.6807	0.8250
0.0826	9.3478	1290	0.6911	0.6768	0.6911	0.8313
0.0826	9.3623	1292	0.6996	0.6768	0.6996	0.8364
0.0826	9.3768	1294	0.7038	0.6768	0.7038	0.8390
0.0826	9.3913	1296	0.7040	0.6768	0.7040	0.8391
0.0826	9.4058	1298	0.7020	0.6768	0.7020	0.8379
0.0826	9.4203	1300	0.7010	0.6781	0.7010	0.8373
0.0826	9.4348	1302	0.7000	0.6781	0.7000	0.8366
0.0826	9.4493	1304	0.6987	0.6781	0.6987	0.8359
0.0826	9.4638	1306	0.6976	0.6781	0.6976	0.8352
0.0826	9.4783	1308	0.6964	0.6781	0.6964	0.8345
0.0826	9.4928	1310	0.6937	0.6781	0.6937	0.8329
0.0826	9.5072	1312	0.6904	0.6781	0.6904	0.8309
0.0826	9.5217	1314	0.6885	0.6781	0.6885	0.8298
0.0826	9.5362	1316	0.6883	0.6781	0.6883	0.8296
0.0826	9.5507	1318	0.6858	0.6781	0.6858	0.8282
0.0826	9.5652	1320	0.6852	0.6781	0.6852	0.8278
0.0826	9.5797	1322	0.6850	0.6781	0.6850	0.8277
0.0826	9.5942	1324	0.6875	0.6781	0.6875	0.8291
0.0826	9.6087	1326	0.6893	0.6781	0.6893	0.8302
0.0826	9.6232	1328	0.6928	0.6781	0.6928	0.8324
0.0826	9.6377	1330	0.6959	0.6781	0.6959	0.8342
0.0826	9.6522	1332	0.6952	0.6781	0.6952	0.8338
0.0826	9.6667	1334	0.6935	0.6781	0.6935	0.8328
0.0826	9.6812	1336	0.6929	0.6781	0.6929	0.8324
0.0826	9.6957	1338	0.6933	0.6781	0.6933	0.8327
0.0826	9.7101	1340	0.6953	0.6781	0.6953	0.8338
0.0826	9.7246	1342	0.6978	0.6781	0.6978	0.8353
0.0826	9.7391	1344	0.7002	0.6781	0.7002	0.8368
0.0826	9.7536	1346	0.7011	0.6781	0.7011	0.8373
0.0826	9.7681	1348	0.7004	0.6781	0.7004	0.8369
0.0826	9.7826	1350	0.6987	0.6781	0.6987	0.8359
0.0826	9.7971	1352	0.6974	0.6781	0.6974	0.8351
0.0826	9.8116	1354	0.6975	0.6781	0.6975	0.8352
0.0826	9.8261	1356	0.6987	0.6781	0.6987	0.8359
0.0826	9.8406	1358	0.6985	0.6781	0.6985	0.8358
0.0826	9.8551	1360	0.6988	0.6781	0.6988	0.8360
0.0826	9.8696	1362	0.6979	0.6781	0.6979	0.8354
0.0826	9.8841	1364	0.6975	0.6781	0.6975	0.8351
0.0826	9.8986	1366	0.6977	0.6781	0.6977	0.8353
0.0826	9.9130	1368	0.6983	0.6781	0.6983	0.8356
0.0826	9.9275	1370	0.6987	0.6781	0.6987	0.8359
0.0826	9.9420	1372	0.6990	0.6781	0.6990	0.8360
0.0826	9.9565	1374	0.6994	0.6781	0.6994	0.8363
0.0826	9.9710	1376	0.6995	0.6781	0.6995	0.8364
0.0826	9.9855	1378	0.6994	0.6781	0.6994	0.8363
0.0826	10.0	1380	0.6994	0.6781	0.6994	0.8363

Framework versions

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