Arabic_FineTuningAraBERT_AugV0_k25_task1_organization_fold1

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.4111
• Qwk: 0.7529
• Mse: 0.4111
• Rmse: 0.6412

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	0.0150	2	6.2111	-0.0750	6.2111	2.4922
No log	0.0301	4	3.2675	0.0148	3.2675	1.8076
No log	0.0451	6	1.7417	-0.0448	1.7417	1.3197
No log	0.0602	8	1.2202	0.0469	1.2202	1.1046
No log	0.0752	10	0.8408	0.2410	0.8408	0.9169
No log	0.0902	12	0.8626	0.2613	0.8626	0.9288
No log	0.1053	14	0.8350	0.1630	0.8350	0.9138
No log	0.1203	16	0.9961	0.2613	0.9961	0.9980
No log	0.1353	18	0.8221	0.1878	0.8221	0.9067
No log	0.1504	20	0.8431	0.3368	0.8431	0.9182
No log	0.1654	22	0.9640	0.2139	0.9640	0.9818
No log	0.1805	24	0.9155	0.2139	0.9155	0.9568
No log	0.1955	26	0.8890	0.2139	0.8890	0.9429
No log	0.2105	28	0.8083	0.125	0.8083	0.8990
No log	0.2256	30	0.7627	0.125	0.7627	0.8733
No log	0.2406	32	0.7541	0.1390	0.7541	0.8684
No log	0.2556	34	0.7108	0.2811	0.7108	0.8431
No log	0.2707	36	0.7015	0.4	0.7015	0.8376
No log	0.2857	38	0.7322	0.4057	0.7322	0.8557
No log	0.3008	40	0.7108	0.4664	0.7108	0.8431
No log	0.3158	42	0.6024	0.5728	0.6024	0.7762
No log	0.3308	44	0.6378	0.2888	0.6378	0.7986
No log	0.3459	46	0.7203	0.3368	0.7203	0.8487
No log	0.3609	48	0.6664	0.4	0.6664	0.8164
No log	0.3759	50	0.6464	0.5	0.6464	0.8040
No log	0.3910	52	0.9354	0.3636	0.9354	0.9672
No log	0.4060	54	1.1262	0.3083	1.1262	1.0612
No log	0.4211	56	0.9928	0.3636	0.9928	0.9964
No log	0.4361	58	0.8438	0.3636	0.8438	0.9186
No log	0.4511	60	0.7588	0.2632	0.7588	0.8711
No log	0.4662	62	0.7260	0.1667	0.7260	0.8521
No log	0.4812	64	0.7284	0.3137	0.7284	0.8535
No log	0.4962	66	0.8575	0.3137	0.8575	0.9260
No log	0.5113	68	0.8233	0.4355	0.8233	0.9074
No log	0.5263	70	0.7615	0.4979	0.7615	0.8726
No log	0.5414	72	0.7451	0.4979	0.7451	0.8632
No log	0.5564	74	0.7772	0.4425	0.7772	0.8816
No log	0.5714	76	0.8041	0.1515	0.8041	0.8967
No log	0.5865	78	0.7409	0.2222	0.7409	0.8608
No log	0.6015	80	0.7099	0.2222	0.7099	0.8425
No log	0.6165	82	0.7238	0.2222	0.7238	0.8507
No log	0.6316	84	0.7041	0.1954	0.7041	0.8391
No log	0.6466	86	0.6636	0.1954	0.6636	0.8146
No log	0.6617	88	0.6374	0.3109	0.6374	0.7984
No log	0.6767	90	0.6758	0.5044	0.6758	0.8221
No log	0.6917	92	0.7553	0.5044	0.7553	0.8691
No log	0.7068	94	0.6478	0.5044	0.6478	0.8049
No log	0.7218	96	0.5775	0.5070	0.5775	0.7600
No log	0.7368	98	0.5912	0.4503	0.5912	0.7689
No log	0.7519	100	0.6593	0.5505	0.6593	0.8120
No log	0.7669	102	0.8387	0.4	0.8387	0.9158
No log	0.7820	104	0.8064	0.4615	0.8064	0.8980
No log	0.7970	106	0.6330	0.4928	0.6330	0.7956
No log	0.8120	108	0.5797	0.5070	0.5796	0.7613
No log	0.8271	110	0.5592	0.6216	0.5592	0.7478
No log	0.8421	112	0.5661	0.6128	0.5661	0.7524
No log	0.8571	114	0.5659	0.6128	0.5659	0.7523
No log	0.8722	116	0.5664	0.6128	0.5664	0.7526
No log	0.8872	118	0.5481	0.7319	0.5481	0.7404
No log	0.9023	120	0.5108	0.6578	0.5108	0.7147
No log	0.9173	122	0.5212	0.4909	0.5212	0.7220
No log	0.9323	124	0.5428	0.4105	0.5428	0.7367
No log	0.9474	126	0.5085	0.5806	0.5085	0.7131
No log	0.9624	128	0.5181	0.7059	0.5181	0.7198
No log	0.9774	130	0.5643	0.6026	0.5643	0.7512
No log	0.9925	132	0.5780	0.6026	0.5780	0.7603
No log	1.0075	134	0.5409	0.7059	0.5409	0.7354
No log	1.0226	136	0.5230	0.6957	0.5230	0.7232
No log	1.0376	138	0.5465	0.5776	0.5465	0.7393
No log	1.0526	140	0.6498	0.6026	0.6498	0.8061
No log	1.0677	142	0.6206	0.6026	0.6206	0.7878
No log	1.0827	144	0.5572	0.5505	0.5572	0.7464
No log	1.0977	146	0.5401	0.5484	0.5401	0.7349
No log	1.1128	148	0.5590	0.56	0.5590	0.7477
No log	1.1278	150	0.5475	0.3558	0.5475	0.7399
No log	1.1429	152	0.5709	0.5604	0.5709	0.7556
No log	1.1579	154	0.5833	0.6026	0.5833	0.7637
No log	1.1729	156	0.5429	0.6983	0.5429	0.7368
No log	1.1880	158	0.5050	0.7059	0.5050	0.7106
No log	1.2030	160	0.5212	0.4909	0.5212	0.7220
No log	1.2180	162	0.5735	0.4057	0.5735	0.7573
No log	1.2331	164	0.5519	0.5455	0.5519	0.7429
No log	1.2481	166	0.5603	0.6883	0.5603	0.7485
No log	1.2632	168	0.6039	0.7386	0.6039	0.7771
No log	1.2782	170	0.5687	0.7131	0.5687	0.7541
No log	1.2932	172	0.5750	0.5625	0.5750	0.7583
No log	1.3083	174	0.5991	0.5882	0.5991	0.7740
No log	1.3233	176	0.6439	0.5044	0.6439	0.8025
No log	1.3383	178	0.6296	0.4465	0.6296	0.7935
No log	1.3534	180	0.5985	0.3298	0.5985	0.7736
No log	1.3684	182	0.5995	0.3037	0.5995	0.7743
No log	1.3835	184	0.6465	0.5415	0.6465	0.8040
No log	1.3985	186	0.7392	0.5044	0.7392	0.8598
No log	1.4135	188	0.8191	0.4355	0.8191	0.9050
No log	1.4286	190	0.7541	0.4865	0.7541	0.8684
No log	1.4436	192	0.5914	0.4936	0.5914	0.7690
No log	1.4586	194	0.5292	0.5494	0.5292	0.7274
No log	1.4737	196	0.5214	0.6441	0.5214	0.7221
No log	1.4887	198	0.5519	0.5882	0.5519	0.7429
No log	1.5038	200	0.6388	0.5415	0.6388	0.7992
No log	1.5188	202	0.7323	0.4355	0.7323	0.8557
No log	1.5338	204	0.9088	0.4	0.9088	0.9533
No log	1.5489	206	0.8851	0.3419	0.8851	0.9408
No log	1.5639	208	0.7218	0.4057	0.7218	0.8496
No log	1.5789	210	0.5976	0.5604	0.5976	0.7730
No log	1.5940	212	0.5500	0.6535	0.5500	0.7416
No log	1.6090	214	0.5647	0.6	0.5647	0.7515
No log	1.6241	216	0.5553	0.7225	0.5553	0.7452
No log	1.6391	218	0.5370	0.6759	0.5370	0.7328
No log	1.6541	220	0.5305	0.5381	0.5305	0.7283
No log	1.6692	222	0.5326	0.6759	0.5326	0.7298
No log	1.6842	224	0.5767	0.6128	0.5767	0.7594
No log	1.6992	226	0.5745	0.6128	0.5745	0.7580
No log	1.7143	228	0.5777	0.5172	0.5777	0.7600
No log	1.7293	230	0.5359	0.7059	0.5359	0.7321
No log	1.7444	232	0.4994	0.7059	0.4994	0.7067
No log	1.7594	234	0.4542	0.7131	0.4542	0.6739
No log	1.7744	236	0.4519	0.72	0.4519	0.6723
No log	1.7895	238	0.4588	0.7131	0.4588	0.6773
No log	1.8045	240	0.4810	0.6224	0.4810	0.6935
No log	1.8195	242	0.4752	0.6224	0.4752	0.6893
No log	1.8346	244	0.4846	0.6379	0.4846	0.6961
No log	1.8496	246	0.4715	0.5882	0.4715	0.6866
No log	1.8647	248	0.4433	0.7034	0.4433	0.6658
No log	1.8797	250	0.4415	0.7034	0.4415	0.6645
No log	1.8947	252	0.4403	0.7034	0.4403	0.6636
No log	1.9098	254	0.4722	0.5882	0.4722	0.6872
No log	1.9248	256	0.5680	0.6255	0.5680	0.7537
No log	1.9398	258	0.5423	0.6016	0.5423	0.7364
No log	1.9549	260	0.4650	0.72	0.4650	0.6819
No log	1.9699	262	0.4637	0.72	0.4637	0.6810
No log	1.9850	264	0.4718	0.72	0.4718	0.6869
No log	2.0	266	0.5698	0.6316	0.5698	0.7548
No log	2.0150	268	0.7141	0.5461	0.7141	0.8451
No log	2.0301	270	0.6198	0.6008	0.6198	0.7873
No log	2.0451	272	0.4617	0.7640	0.4617	0.6795
No log	2.0602	274	0.4592	0.7640	0.4592	0.6776
No log	2.0752	276	0.4447	0.72	0.4447	0.6669
No log	2.0902	278	0.4681	0.6805	0.4681	0.6842
No log	2.1053	280	0.4714	0.7059	0.4714	0.6866
No log	2.1203	282	0.4521	0.7034	0.4521	0.6724
No log	2.1353	284	0.4592	0.6608	0.4592	0.6776
No log	2.1504	286	0.4737	0.7319	0.4737	0.6883
No log	2.1654	288	0.4517	0.7386	0.4517	0.6721
No log	2.1805	290	0.4620	0.7386	0.4620	0.6797
No log	2.1955	292	0.4964	0.7647	0.4964	0.7046
No log	2.2105	294	0.4965	0.7470	0.4965	0.7046
No log	2.2256	296	0.5097	0.7154	0.5097	0.7140
No log	2.2406	298	0.4522	0.7647	0.4522	0.6725
No log	2.2556	300	0.4172	0.7647	0.4172	0.6459
No log	2.2707	302	0.3989	0.6695	0.3989	0.6315
No log	2.2857	304	0.4101	0.6452	0.4101	0.6404
No log	2.3008	306	0.3941	0.7640	0.3941	0.6278
No log	2.3158	308	0.4174	0.7386	0.4174	0.6460
No log	2.3308	310	0.5984	0.7549	0.5984	0.7736
No log	2.3459	312	0.6382	0.6566	0.6382	0.7989
No log	2.3609	314	0.5157	0.7244	0.5157	0.7182
No log	2.3759	316	0.3738	0.8078	0.3738	0.6114
No log	2.3910	318	0.3559	0.7296	0.3559	0.5966
No log	2.4060	320	0.3601	0.7296	0.3601	0.6001
No log	2.4211	322	0.3834	0.8078	0.3834	0.6192
No log	2.4361	324	0.4354	0.7470	0.4354	0.6599
No log	2.4511	326	0.4661	0.6983	0.4661	0.6827
No log	2.4662	328	0.4494	0.6875	0.4494	0.6704
No log	2.4812	330	0.3828	0.7829	0.3828	0.6187
No log	2.4962	332	0.3691	0.7586	0.3691	0.6076
No log	2.5113	334	0.3882	0.7586	0.3882	0.6231
No log	2.5263	336	0.3920	0.7879	0.3920	0.6261
No log	2.5414	338	0.4211	0.7429	0.4211	0.6489
No log	2.5564	340	0.4224	0.7429	0.4224	0.6499
No log	2.5714	342	0.3986	0.7586	0.3986	0.6313
No log	2.5865	344	0.4473	0.7386	0.4473	0.6688
No log	2.6015	346	0.4660	0.7059	0.4660	0.6827
No log	2.6165	348	0.4657	0.7059	0.4657	0.6825
No log	2.6316	350	0.4216	0.7131	0.4216	0.6493
No log	2.6466	352	0.3930	0.7348	0.3930	0.6269
No log	2.6617	354	0.4454	0.6547	0.4454	0.6674
No log	2.6767	356	0.4522	0.6547	0.4522	0.6724
No log	2.6917	358	0.4068	0.7009	0.4068	0.6378
No log	2.7068	360	0.3996	0.7586	0.3996	0.6322
No log	2.7218	362	0.4820	0.7059	0.4820	0.6943
No log	2.7368	364	0.5568	0.7319	0.5568	0.7462
No log	2.7519	366	0.5301	0.7319	0.5301	0.7281
No log	2.7669	368	0.4455	0.7059	0.4455	0.6675
No log	2.7820	370	0.4089	0.7386	0.4089	0.6394
No log	2.7970	372	0.3928	0.7586	0.3928	0.6268
No log	2.8120	374	0.3958	0.7348	0.3958	0.6291
No log	2.8271	376	0.4043	0.7348	0.4043	0.6359
No log	2.8421	378	0.4239	0.7586	0.4239	0.6511
No log	2.8571	380	0.4398	0.7426	0.4398	0.6632
No log	2.8722	382	0.4536	0.7658	0.4536	0.6735
No log	2.8872	384	0.4148	0.7658	0.4148	0.6441
No log	2.9023	386	0.3974	0.7658	0.3974	0.6304
No log	2.9173	388	0.3839	0.7658	0.3839	0.6196
No log	2.9323	390	0.3972	0.7386	0.3972	0.6302
No log	2.9474	392	0.4066	0.7386	0.4066	0.6377
No log	2.9624	394	0.4070	0.7131	0.4070	0.6380
No log	2.9774	396	0.4032	0.7829	0.4032	0.6349
No log	2.9925	398	0.4087	0.7586	0.4087	0.6393
No log	3.0075	400	0.4178	0.72	0.4178	0.6463
No log	3.0226	402	0.4241	0.7348	0.4241	0.6512
No log	3.0376	404	0.4363	0.72	0.4363	0.6605
No log	3.0526	406	0.4676	0.72	0.4676	0.6838
No log	3.0677	408	0.5032	0.8000	0.5032	0.7093
No log	3.0827	410	0.4787	0.7726	0.4787	0.6919
No log	3.0977	412	0.4403	0.7368	0.4403	0.6636
No log	3.1128	414	0.3749	0.7368	0.3749	0.6123
No log	3.1278	416	0.3604	0.7529	0.3604	0.6004
No log	3.1429	418	0.3709	0.72	0.3709	0.6090
No log	3.1579	420	0.3719	0.7829	0.3719	0.6099
No log	3.1729	422	0.3944	0.7529	0.3944	0.6280
No log	3.1880	424	0.4872	0.7154	0.4872	0.6980
No log	3.2030	426	0.5542	0.6459	0.5542	0.7445
No log	3.2180	428	0.4994	0.7154	0.4994	0.7067
No log	3.2331	430	0.4050	0.7059	0.4050	0.6364
No log	3.2481	432	0.3935	0.7565	0.3935	0.6273
No log	3.2632	434	0.3993	0.7386	0.3993	0.6319
No log	3.2782	436	0.4412	0.7319	0.4412	0.6642
No log	3.2932	438	0.5560	0.6255	0.5560	0.7457
No log	3.3083	440	0.6956	0.5725	0.6956	0.8340
No log	3.3233	442	0.6792	0.5725	0.6792	0.8241
No log	3.3383	444	0.5722	0.6255	0.5722	0.7564
No log	3.3534	446	0.4578	0.7319	0.4578	0.6766
No log	3.3684	448	0.3770	0.7123	0.3770	0.6140
No log	3.3835	450	0.3784	0.6207	0.3784	0.6151
No log	3.3985	452	0.3681	0.6500	0.3681	0.6067
No log	3.4135	454	0.3583	0.7407	0.3583	0.5986
No log	3.4286	456	0.4085	0.7319	0.4085	0.6391
No log	3.4436	458	0.4285	0.7154	0.4285	0.6546
No log	3.4586	460	0.5396	0.7154	0.5396	0.7346
No log	3.4737	462	0.5664	0.6693	0.5664	0.7526
No log	3.4887	464	0.4599	0.7154	0.4599	0.6781
No log	3.5038	466	0.3367	0.7386	0.3367	0.5803
No log	3.5188	468	0.3375	0.6729	0.3375	0.5810
No log	3.5338	470	0.3628	0.6602	0.3628	0.6023
No log	3.5489	472	0.3487	0.6207	0.3487	0.5905
No log	3.5639	474	0.3267	0.7014	0.3267	0.5716
No log	3.5789	476	0.3671	0.7565	0.3671	0.6059
No log	3.5940	478	0.4109	0.7319	0.4109	0.6410
No log	3.6090	480	0.4540	0.7319	0.4540	0.6738
No log	3.6241	482	0.4127	0.7319	0.4127	0.6424
No log	3.6391	484	0.3557	0.7841	0.3557	0.5964
No log	3.6541	486	0.3222	0.7123	0.3222	0.5677
No log	3.6692	488	0.3179	0.7296	0.3179	0.5639
No log	3.6842	490	0.3282	0.7386	0.3282	0.5729
No log	3.6992	492	0.3444	0.7647	0.3444	0.5869
No log	3.7143	494	0.3693	0.7319	0.3693	0.6077
No log	3.7293	496	0.3644	0.7319	0.3644	0.6037
No log	3.7444	498	0.3453	0.7319	0.3453	0.5876
0.3017	3.7594	500	0.3297	0.75	0.3297	0.5742
0.3017	3.7744	502	0.3158	0.7477	0.3158	0.5619
0.3017	3.7895	504	0.3159	0.7477	0.3159	0.5620
0.3017	3.8045	506	0.3146	0.7477	0.3146	0.5609
0.3017	3.8195	508	0.3167	0.776	0.3167	0.5627
0.3017	3.8346	510	0.3178	0.7510	0.3178	0.5638
0.3017	3.8496	512	0.3428	0.7348	0.3428	0.5855
0.3017	3.8647	514	0.3654	0.7586	0.3654	0.6045
0.3017	3.8797	516	0.3784	0.7829	0.3784	0.6151
0.3017	3.8947	518	0.4260	0.7368	0.4260	0.6527
0.3017	3.9098	520	0.3910	0.7529	0.3910	0.6253
0.3017	3.9248	522	0.3399	0.7348	0.3399	0.5830
0.3017	3.9398	524	0.3265	0.7510	0.3265	0.5714
0.3017	3.9549	526	0.3334	0.7686	0.3334	0.5774
0.3017	3.9699	528	0.3469	0.6818	0.3469	0.5890
0.3017	3.9850	530	0.3282	0.6818	0.3282	0.5729
0.3017	4.0	532	0.3234	0.6818	0.3234	0.5687
0.3017	4.0150	534	0.3356	0.7705	0.3356	0.5793
0.3017	4.0301	536	0.3575	0.75	0.3575	0.5979
0.3017	4.0451	538	0.3468	0.7225	0.3468	0.5889
0.3017	4.0602	540	0.3297	0.7097	0.3297	0.5742
0.3017	4.0752	542	0.3247	0.6818	0.3247	0.5698
0.3017	4.0902	544	0.3196	0.6818	0.3196	0.5653
0.3017	4.1053	546	0.3303	0.776	0.3303	0.5748
0.3017	4.1203	548	0.3559	0.7529	0.3559	0.5966
0.3017	4.1353	550	0.3715	0.7529	0.3715	0.6095
0.3017	4.1504	552	0.3659	0.7529	0.3659	0.6049
0.3017	4.1654	554	0.3454	0.7586	0.3454	0.5877
0.3017	4.1805	556	0.3428	0.7586	0.3428	0.5855
0.3017	4.1955	558	0.3480	0.7586	0.3480	0.5899
0.3017	4.2105	560	0.3518	0.7829	0.3518	0.5931
0.3017	4.2256	562	0.3691	0.7529	0.3691	0.6076
0.3017	4.2406	564	0.3567	0.7319	0.3567	0.5973
0.3017	4.2556	566	0.3393	0.7565	0.3393	0.5825
0.3017	4.2707	568	0.3487	0.6635	0.3487	0.5905
0.3017	4.2857	570	0.3634	0.6635	0.3634	0.6028
0.3017	4.3008	572	0.3752	0.6244	0.3752	0.6125
0.3017	4.3158	574	0.4023	0.7319	0.4023	0.6343
0.3017	4.3308	576	0.4357	0.7319	0.4357	0.6601
0.3017	4.3459	578	0.4020	0.7059	0.4020	0.6340
0.3017	4.3609	580	0.3542	0.8016	0.3542	0.5951
0.3017	4.3759	582	0.3560	0.6667	0.3560	0.5966
0.3017	4.3910	584	0.3626	0.6667	0.3626	0.6022
0.3017	4.4060	586	0.3665	0.6667	0.3665	0.6054
0.3017	4.4211	588	0.4211	0.7059	0.4211	0.6489
0.3017	4.4361	590	0.5480	0.7154	0.5480	0.7403
0.3017	4.4511	592	0.6174	0.6693	0.6174	0.7858
0.3017	4.4662	594	0.5929	0.7549	0.5929	0.7700
0.3017	4.4812	596	0.5258	0.7549	0.5258	0.7251
0.3017	4.4962	598	0.4496	0.7529	0.4496	0.6705
0.3017	4.5113	600	0.3882	0.7287	0.3882	0.6231
0.3017	4.5263	602	0.3731	0.7348	0.3731	0.6108
0.3017	4.5414	604	0.3637	0.7287	0.3637	0.6031
0.3017	4.5564	606	0.3605	0.7529	0.3605	0.6004
0.3017	4.5714	608	0.3775	0.7778	0.3775	0.6144
0.3017	4.5865	610	0.3993	0.7778	0.3993	0.6319
0.3017	4.6015	612	0.3851	0.7778	0.3851	0.6206
0.3017	4.6165	614	0.4034	0.7778	0.4034	0.6351
0.3017	4.6316	616	0.3927	0.7778	0.3927	0.6267
0.3017	4.6466	618	0.3659	0.7529	0.3659	0.6049
0.3017	4.6617	620	0.3452	0.7586	0.3452	0.5875
0.3017	4.6767	622	0.3434	0.7829	0.3434	0.5860
0.3017	4.6917	624	0.3494	0.7529	0.3494	0.5911
0.3017	4.7068	626	0.3699	0.7529	0.3699	0.6082
0.3017	4.7218	628	0.3732	0.7778	0.3732	0.6109
0.3017	4.7368	630	0.3794	0.7778	0.3794	0.6160
0.3017	4.7519	632	0.3481	0.7829	0.3481	0.5900
0.3017	4.7669	634	0.3373	0.7829	0.3373	0.5808
0.3017	4.7820	636	0.3454	0.7529	0.3454	0.5877
0.3017	4.7970	638	0.3432	0.7529	0.3432	0.5858
0.3017	4.8120	640	0.3347	0.7529	0.3347	0.5785
0.3017	4.8271	642	0.3412	0.7529	0.3412	0.5841
0.3017	4.8421	644	0.3538	0.7778	0.3538	0.5948
0.3017	4.8571	646	0.3428	0.7529	0.3428	0.5855
0.3017	4.8722	648	0.3398	0.7529	0.3398	0.5829
0.3017	4.8872	650	0.3461	0.7529	0.3461	0.5883
0.3017	4.9023	652	0.3819	0.7529	0.3819	0.6180
0.3017	4.9173	654	0.4213	0.7368	0.4213	0.6491
0.3017	4.9323	656	0.4588	0.7220	0.4588	0.6774
0.3017	4.9474	658	0.4439	0.7368	0.4439	0.6663
0.3017	4.9624	660	0.3883	0.7529	0.3883	0.6231
0.3017	4.9774	662	0.3555	0.7529	0.3555	0.5962
0.3017	4.9925	664	0.3457	0.7131	0.3457	0.5879
0.3017	5.0075	666	0.3429	0.7034	0.3429	0.5856
0.3017	5.0226	668	0.3510	0.6695	0.3510	0.5925
0.3017	5.0376	670	0.3902	0.7529	0.3902	0.6247
0.3017	5.0526	672	0.4544	0.6908	0.4544	0.6741
0.3017	5.0677	674	0.5071	0.6769	0.5071	0.7121
0.3017	5.0827	676	0.5050	0.7159	0.5050	0.7107
0.3017	5.0977	678	0.4383	0.6908	0.4383	0.6620
0.3017	5.1128	680	0.3696	0.7529	0.3696	0.6080
0.3017	5.1278	682	0.3600	0.7586	0.3600	0.6000
0.3017	5.1429	684	0.3602	0.7348	0.3602	0.6002
0.3017	5.1579	686	0.3650	0.7529	0.3650	0.6042
0.3017	5.1729	688	0.3914	0.7529	0.3914	0.6256
0.3017	5.1880	690	0.3999	0.7529	0.3999	0.6324
0.3017	5.2030	692	0.3892	0.7529	0.3892	0.6239
0.3017	5.2180	694	0.3742	0.7348	0.3742	0.6117
0.3017	5.2331	696	0.3697	0.7348	0.3697	0.6080
0.3017	5.2481	698	0.3651	0.6957	0.3651	0.6042
0.3017	5.2632	700	0.3647	0.6957	0.3647	0.6039
0.3017	5.2782	702	0.3655	0.7529	0.3655	0.6046
0.3017	5.2932	704	0.3661	0.7529	0.3661	0.6050
0.3017	5.3083	706	0.3760	0.7778	0.3760	0.6132
0.3017	5.3233	708	0.3792	0.8137	0.3792	0.6158
0.3017	5.3383	710	0.3715	0.8137	0.3715	0.6095
0.3017	5.3534	712	0.3489	0.7778	0.3489	0.5907
0.3017	5.3684	714	0.3385	0.7529	0.3385	0.5818
0.3017	5.3835	716	0.3421	0.7529	0.3421	0.5849
0.3017	5.3985	718	0.3650	0.8137	0.3650	0.6041
0.3017	5.4135	720	0.3919	0.7956	0.3919	0.6260
0.3017	5.4286	722	0.3983	0.7956	0.3983	0.6311
0.3017	5.4436	724	0.3652	0.7529	0.3652	0.6043
0.3017	5.4586	726	0.3406	0.7131	0.3406	0.5836
0.3017	5.4737	728	0.3238	0.6957	0.3238	0.5690
0.3017	5.4887	730	0.3191	0.6889	0.3191	0.5649
0.3017	5.5038	732	0.3173	0.6957	0.3173	0.5633
0.3017	5.5188	734	0.3229	0.7449	0.3229	0.5683
0.3017	5.5338	736	0.3338	0.7529	0.3338	0.5778
0.3017	5.5489	738	0.3503	0.7529	0.3503	0.5919
0.3017	5.5639	740	0.3594	0.7529	0.3594	0.5995
0.3017	5.5789	742	0.3664	0.7529	0.3664	0.6053
0.3017	5.5940	744	0.3618	0.7529	0.3618	0.6015
0.3017	5.6090	746	0.3629	0.7529	0.3629	0.6024
0.3017	5.6241	748	0.3595	0.7529	0.3595	0.5996
0.3017	5.6391	750	0.3535	0.7829	0.3535	0.5946
0.3017	5.6541	752	0.3437	0.72	0.3437	0.5863
0.3017	5.6692	754	0.3418	0.6957	0.3418	0.5846
0.3017	5.6842	756	0.3472	0.72	0.3472	0.5892
0.3017	5.6992	758	0.3669	0.7829	0.3669	0.6058
0.3017	5.7143	760	0.4229	0.7529	0.4229	0.6503
0.3017	5.7293	762	0.4768	0.7605	0.4768	0.6905
0.3017	5.7444	764	0.5114	0.6255	0.5114	0.7151
0.3017	5.7594	766	0.5112	0.6255	0.5112	0.7150
0.3017	5.7744	768	0.4697	0.7319	0.4697	0.6854
0.3017	5.7895	770	0.4328	0.7059	0.4328	0.6578
0.3017	5.8045	772	0.4186	0.7059	0.4186	0.6470
0.3017	5.8195	774	0.3970	0.7529	0.3970	0.6301
0.3017	5.8346	776	0.3899	0.7131	0.3899	0.6244
0.3017	5.8496	778	0.3842	0.7131	0.3842	0.6198
0.3017	5.8647	780	0.3867	0.7131	0.3867	0.6219
0.3017	5.8797	782	0.3806	0.7131	0.3806	0.6169
0.3017	5.8947	784	0.3809	0.7529	0.3809	0.6172
0.3017	5.9098	786	0.3971	0.7529	0.3971	0.6302
0.3017	5.9248	788	0.4241	0.7529	0.4241	0.6512
0.3017	5.9398	790	0.4298	0.7529	0.4298	0.6556
0.3017	5.9549	792	0.4144	0.7529	0.4144	0.6437
0.3017	5.9699	794	0.3938	0.7529	0.3938	0.6275
0.3017	5.9850	796	0.3732	0.7529	0.3732	0.6109
0.3017	6.0	798	0.3703	0.7131	0.3703	0.6085
0.3017	6.0150	800	0.3743	0.6930	0.3743	0.6118
0.3017	6.0301	802	0.3790	0.6667	0.3790	0.6156
0.3017	6.0451	804	0.3804	0.6529	0.3804	0.6167
0.3017	6.0602	806	0.3798	0.6957	0.3798	0.6163
0.3017	6.0752	808	0.3799	0.6957	0.3799	0.6163
0.3017	6.0902	810	0.3815	0.6957	0.3815	0.6176
0.3017	6.1053	812	0.3897	0.7829	0.3897	0.6243
0.3017	6.1203	814	0.4137	0.7529	0.4137	0.6432
0.3017	6.1353	816	0.4508	0.7529	0.4508	0.6714
0.3017	6.1504	818	0.4703	0.7529	0.4703	0.6858
0.3017	6.1654	820	0.4523	0.7529	0.4523	0.6726
0.3017	6.1805	822	0.4148	0.7529	0.4148	0.6440
0.3017	6.1955	824	0.3787	0.7449	0.3787	0.6154
0.3017	6.2105	826	0.3689	0.72	0.3689	0.6074
0.3017	6.2256	828	0.3680	0.6452	0.3680	0.6066
0.3017	6.2406	830	0.3740	0.6602	0.3740	0.6116
0.3017	6.2556	832	0.3761	0.6452	0.3761	0.6133
0.3017	6.2707	834	0.3800	0.7627	0.3800	0.6164
0.3017	6.2857	836	0.3917	0.7131	0.3917	0.6258
0.3017	6.3008	838	0.4007	0.7529	0.4007	0.6330
0.3017	6.3158	840	0.3924	0.7529	0.3924	0.6265
0.3017	6.3308	842	0.3732	0.7529	0.3732	0.6109
0.3017	6.3459	844	0.3584	0.7529	0.3584	0.5986
0.3017	6.3609	846	0.3543	0.7529	0.3543	0.5952
0.3017	6.3759	848	0.3605	0.7529	0.3605	0.6004
0.3017	6.3910	850	0.3925	0.7778	0.3925	0.6265
0.3017	6.4060	852	0.4092	0.7778	0.4092	0.6397
0.3017	6.4211	854	0.4055	0.7778	0.4055	0.6368
0.3017	6.4361	856	0.4024	0.7778	0.4024	0.6344
0.3017	6.4511	858	0.3777	0.7778	0.3777	0.6145
0.3017	6.4662	860	0.3458	0.7131	0.3458	0.5880
0.3017	6.4812	862	0.3404	0.72	0.3404	0.5835
0.3017	6.4962	864	0.3436	0.6452	0.3436	0.5862
0.3017	6.5113	866	0.3463	0.6452	0.3463	0.5885
0.3017	6.5263	868	0.3408	0.6930	0.3408	0.5838
0.3017	6.5414	870	0.3435	0.7586	0.3435	0.5861
0.3017	6.5564	872	0.3557	0.7586	0.3557	0.5964
0.3017	6.5714	874	0.3692	0.7829	0.3692	0.6076
0.3017	6.5865	876	0.3726	0.7829	0.3726	0.6104
0.3017	6.6015	878	0.3664	0.7586	0.3664	0.6053
0.3017	6.6165	880	0.3621	0.7586	0.3621	0.6017
0.3017	6.6316	882	0.3555	0.7586	0.3555	0.5963
0.3017	6.6466	884	0.3509	0.7586	0.3509	0.5924
0.3017	6.6617	886	0.3516	0.7829	0.3516	0.5930
0.3017	6.6767	888	0.3542	0.7529	0.3542	0.5952
0.3017	6.6917	890	0.3544	0.7529	0.3544	0.5953
0.3017	6.7068	892	0.3520	0.8016	0.3520	0.5933
0.3017	6.7218	894	0.3532	0.7364	0.3532	0.5943
0.3017	6.7368	896	0.3545	0.7364	0.3545	0.5954
0.3017	6.7519	898	0.3564	0.7364	0.3564	0.5970
0.3017	6.7669	900	0.3656	0.8016	0.3656	0.6047
0.3017	6.7820	902	0.3770	0.7529	0.3770	0.6140
0.3017	6.7970	904	0.3903	0.7529	0.3903	0.6248
0.3017	6.8120	906	0.3979	0.7529	0.3979	0.6308
0.3017	6.8271	908	0.3963	0.7529	0.3963	0.6296
0.3017	6.8421	910	0.4030	0.7287	0.4030	0.6348
0.3017	6.8571	912	0.4071	0.7586	0.4071	0.6380
0.3017	6.8722	914	0.4083	0.7586	0.4083	0.6390
0.3017	6.8872	916	0.4183	0.7586	0.4183	0.6467
0.3017	6.9023	918	0.4306	0.7287	0.4306	0.6562
0.3017	6.9173	920	0.4438	0.7529	0.4438	0.6662
0.3017	6.9323	922	0.4463	0.7529	0.4463	0.6681
0.3017	6.9474	924	0.4372	0.7586	0.4372	0.6612
0.3017	6.9624	926	0.4335	0.7586	0.4335	0.6584
0.3017	6.9774	928	0.4228	0.7586	0.4228	0.6503
0.3017	6.9925	930	0.4176	0.7586	0.4176	0.6462
0.3017	7.0075	932	0.4073	0.7586	0.4073	0.6382
0.3017	7.0226	934	0.4024	0.7586	0.4024	0.6343
0.3017	7.0376	936	0.4041	0.7829	0.4041	0.6357
0.3017	7.0526	938	0.4031	0.7829	0.4031	0.6349
0.3017	7.0677	940	0.3989	0.7829	0.3989	0.6316
0.3017	7.0827	942	0.4006	0.7529	0.4006	0.6329
0.3017	7.0977	944	0.4034	0.7529	0.4034	0.6351
0.3017	7.1128	946	0.4023	0.7529	0.4023	0.6342
0.3017	7.1278	948	0.3936	0.7529	0.3936	0.6274
0.3017	7.1429	950	0.3912	0.7529	0.3912	0.6255
0.3017	7.1579	952	0.3867	0.7529	0.3867	0.6218
0.3017	7.1729	954	0.3840	0.7529	0.3840	0.6197
0.3017	7.1880	956	0.3835	0.7529	0.3835	0.6193
0.3017	7.2030	958	0.3856	0.7529	0.3856	0.6210
0.3017	7.2180	960	0.3915	0.7529	0.3915	0.6257
0.3017	7.2331	962	0.4006	0.7529	0.4006	0.6329
0.3017	7.2481	964	0.3991	0.7529	0.3991	0.6318
0.3017	7.2632	966	0.4024	0.7829	0.4024	0.6343
0.3017	7.2782	968	0.4025	0.7829	0.4025	0.6345
0.3017	7.2932	970	0.3991	0.7829	0.3991	0.6317
0.3017	7.3083	972	0.3928	0.7829	0.3928	0.6267
0.3017	7.3233	974	0.3850	0.7586	0.3850	0.6205
0.3017	7.3383	976	0.3786	0.7586	0.3786	0.6153
0.3017	7.3534	978	0.3713	0.7586	0.3713	0.6093
0.3017	7.3684	980	0.3651	0.7586	0.3651	0.6042
0.3017	7.3835	982	0.3608	0.7829	0.3608	0.6007
0.3017	7.3985	984	0.3624	0.7829	0.3624	0.6020
0.3017	7.4135	986	0.3665	0.7829	0.3665	0.6054
0.3017	7.4286	988	0.3767	0.7778	0.3767	0.6138
0.3017	7.4436	990	0.3942	0.7778	0.3942	0.6279
0.3017	7.4586	992	0.4114	0.7778	0.4114	0.6414
0.3017	7.4737	994	0.4275	0.7778	0.4275	0.6539
0.3017	7.4887	996	0.4480	0.7778	0.4480	0.6693
0.3017	7.5038	998	0.4546	0.7778	0.4546	0.6743
0.0848	7.5188	1000	0.4351	0.7778	0.4351	0.6596
0.0848	7.5338	1002	0.4109	0.7778	0.4109	0.6410
0.0848	7.5489	1004	0.3910	0.7778	0.3910	0.6253
0.0848	7.5639	1006	0.3882	0.7829	0.3882	0.6231
0.0848	7.5789	1008	0.3957	0.8078	0.3957	0.6291
0.0848	7.5940	1010	0.4101	0.7778	0.4101	0.6404
0.0848	7.6090	1012	0.4225	0.7605	0.4225	0.6500
0.0848	7.6241	1014	0.4286	0.7605	0.4286	0.6547
0.0848	7.6391	1016	0.4296	0.7605	0.4296	0.6554
0.0848	7.6541	1018	0.4217	0.7658	0.4217	0.6494
0.0848	7.6692	1020	0.4080	0.7829	0.4080	0.6387
0.0848	7.6842	1022	0.4003	0.7829	0.4003	0.6327
0.0848	7.6992	1024	0.3945	0.7709	0.3945	0.6281
0.0848	7.7143	1026	0.3915	0.7482	0.3915	0.6257
0.0848	7.7293	1028	0.3877	0.7482	0.3877	0.6227
0.0848	7.7444	1030	0.3842	0.7482	0.3842	0.6198
0.0848	7.7594	1032	0.3828	0.7482	0.3828	0.6187
0.0848	7.7744	1034	0.3838	0.7829	0.3838	0.6195
0.0848	7.7895	1036	0.3859	0.7829	0.3859	0.6212
0.0848	7.8045	1038	0.3914	0.7829	0.3914	0.6256
0.0848	7.8195	1040	0.4054	0.7778	0.4054	0.6367
0.0848	7.8346	1042	0.4222	0.7605	0.4222	0.6498
0.0848	7.8496	1044	0.4279	0.7605	0.4279	0.6541
0.0848	7.8647	1046	0.4207	0.7778	0.4207	0.6486
0.0848	7.8797	1048	0.4029	0.7778	0.4029	0.6347
0.0848	7.8947	1050	0.3917	0.7778	0.3917	0.6259
0.0848	7.9098	1052	0.3831	0.7778	0.3831	0.6190
0.0848	7.9248	1054	0.3768	0.7529	0.3768	0.6138
0.0848	7.9398	1056	0.3752	0.7829	0.3752	0.6125
0.0848	7.9549	1058	0.3779	0.7829	0.3779	0.6147
0.0848	7.9699	1060	0.3817	0.7829	0.3817	0.6178
0.0848	7.9850	1062	0.3850	0.7829	0.3850	0.6205
0.0848	8.0	1064	0.3870	0.7829	0.3870	0.6221
0.0848	8.0150	1066	0.3902	0.7829	0.3902	0.6246
0.0848	8.0301	1068	0.3914	0.7829	0.3914	0.6256
0.0848	8.0451	1070	0.3953	0.7829	0.3953	0.6287
0.0848	8.0602	1072	0.3994	0.7829	0.3994	0.6320
0.0848	8.0752	1074	0.4017	0.7829	0.4017	0.6338
0.0848	8.0902	1076	0.4030	0.7829	0.4030	0.6348
0.0848	8.1053	1078	0.4020	0.7829	0.4020	0.6340
0.0848	8.1203	1080	0.4029	0.7829	0.4029	0.6348
0.0848	8.1353	1082	0.4046	0.7829	0.4046	0.6361
0.0848	8.1504	1084	0.4060	0.7529	0.4060	0.6372
0.0848	8.1654	1086	0.4029	0.7529	0.4029	0.6348
0.0848	8.1805	1088	0.4003	0.7529	0.4003	0.6327
0.0848	8.1955	1090	0.3969	0.7529	0.3969	0.6300
0.0848	8.2105	1092	0.3917	0.7529	0.3917	0.6258
0.0848	8.2256	1094	0.3861	0.7829	0.3861	0.6214
0.0848	8.2406	1096	0.3839	0.7829	0.3839	0.6196
0.0848	8.2556	1098	0.3835	0.7829	0.3835	0.6193
0.0848	8.2707	1100	0.3863	0.7829	0.3863	0.6215
0.0848	8.2857	1102	0.3885	0.7829	0.3885	0.6233
0.0848	8.3008	1104	0.3879	0.7829	0.3879	0.6228
0.0848	8.3158	1106	0.3890	0.7529	0.3890	0.6237
0.0848	8.3308	1108	0.3936	0.7529	0.3936	0.6274
0.0848	8.3459	1110	0.3953	0.7529	0.3953	0.6287
0.0848	8.3609	1112	0.3943	0.7605	0.3943	0.6280
0.0848	8.3759	1114	0.3888	0.7368	0.3888	0.6235
0.0848	8.3910	1116	0.3857	0.7529	0.3857	0.6210
0.0848	8.4060	1118	0.3824	0.7829	0.3824	0.6184
0.0848	8.4211	1120	0.3797	0.7709	0.3797	0.6162
0.0848	8.4361	1122	0.3810	0.7709	0.3810	0.6172
0.0848	8.4511	1124	0.3836	0.7482	0.3836	0.6193
0.0848	8.4662	1126	0.3855	0.7482	0.3855	0.6209
0.0848	8.4812	1128	0.3864	0.7482	0.3864	0.6216
0.0848	8.4962	1130	0.3868	0.7709	0.3868	0.6220
0.0848	8.5113	1132	0.3875	0.7829	0.3875	0.6225
0.0848	8.5263	1134	0.3878	0.7829	0.3878	0.6228
0.0848	8.5414	1136	0.3883	0.7829	0.3883	0.6231
0.0848	8.5564	1138	0.3899	0.7829	0.3899	0.6245
0.0848	8.5714	1140	0.3921	0.7829	0.3921	0.6262
0.0848	8.5865	1142	0.3910	0.7829	0.3910	0.6253
0.0848	8.6015	1144	0.3918	0.7829	0.3918	0.6259
0.0848	8.6165	1146	0.3960	0.7829	0.3960	0.6293
0.0848	8.6316	1148	0.3998	0.7829	0.3998	0.6323
0.0848	8.6466	1150	0.4015	0.7529	0.4015	0.6337
0.0848	8.6617	1152	0.4002	0.7529	0.4002	0.6326
0.0848	8.6767	1154	0.3979	0.7829	0.3979	0.6308
0.0848	8.6917	1156	0.3976	0.7829	0.3976	0.6306
0.0848	8.7068	1158	0.3959	0.7829	0.3959	0.6292
0.0848	8.7218	1160	0.3939	0.7829	0.3939	0.6276
0.0848	8.7368	1162	0.3919	0.7829	0.3919	0.6260
0.0848	8.7519	1164	0.3920	0.7829	0.3920	0.6261
0.0848	8.7669	1166	0.3929	0.7829	0.3929	0.6268
0.0848	8.7820	1168	0.3948	0.7829	0.3948	0.6284
0.0848	8.7970	1170	0.3983	0.7829	0.3983	0.6311
0.0848	8.8120	1172	0.4022	0.7829	0.4022	0.6342
0.0848	8.8271	1174	0.4071	0.7829	0.4071	0.6381
0.0848	8.8421	1176	0.4098	0.7829	0.4098	0.6402
0.0848	8.8571	1178	0.4154	0.7829	0.4154	0.6445
0.0848	8.8722	1180	0.4226	0.7529	0.4226	0.6500
0.0848	8.8872	1182	0.4289	0.7778	0.4289	0.6549
0.0848	8.9023	1184	0.4310	0.7778	0.4310	0.6565
0.0848	8.9173	1186	0.4284	0.7529	0.4284	0.6545
0.0848	8.9323	1188	0.4253	0.7529	0.4253	0.6521
0.0848	8.9474	1190	0.4218	0.7829	0.4218	0.6494
0.0848	8.9624	1192	0.4192	0.7829	0.4192	0.6474
0.0848	8.9774	1194	0.4190	0.7829	0.4190	0.6473
0.0848	8.9925	1196	0.4196	0.7829	0.4196	0.6478
0.0848	9.0075	1198	0.4213	0.7829	0.4213	0.6490
0.0848	9.0226	1200	0.4218	0.7829	0.4218	0.6494
0.0848	9.0376	1202	0.4243	0.7829	0.4243	0.6514
0.0848	9.0526	1204	0.4273	0.7829	0.4273	0.6537
0.0848	9.0677	1206	0.4285	0.7529	0.4285	0.6546
0.0848	9.0827	1208	0.4288	0.7529	0.4288	0.6548
0.0848	9.0977	1210	0.4308	0.7529	0.4308	0.6563
0.0848	9.1128	1212	0.4318	0.7529	0.4318	0.6572
0.0848	9.1278	1214	0.4299	0.7529	0.4299	0.6556
0.0848	9.1429	1216	0.4266	0.7529	0.4266	0.6532
0.0848	9.1579	1218	0.4222	0.7529	0.4222	0.6498
0.0848	9.1729	1220	0.4171	0.7829	0.4171	0.6458
0.0848	9.1880	1222	0.4126	0.7829	0.4126	0.6424
0.0848	9.2030	1224	0.4084	0.7829	0.4084	0.6391
0.0848	9.2180	1226	0.4044	0.7829	0.4044	0.6360
0.0848	9.2331	1228	0.4016	0.7829	0.4016	0.6337
0.0848	9.2481	1230	0.3990	0.7829	0.3990	0.6316
0.0848	9.2632	1232	0.3964	0.7829	0.3964	0.6296
0.0848	9.2782	1234	0.3955	0.7829	0.3955	0.6289
0.0848	9.2932	1236	0.3954	0.7829	0.3954	0.6288
0.0848	9.3083	1238	0.3961	0.7829	0.3961	0.6293
0.0848	9.3233	1240	0.3962	0.7829	0.3962	0.6294
0.0848	9.3383	1242	0.3967	0.7829	0.3967	0.6299
0.0848	9.3534	1244	0.3977	0.7529	0.3977	0.6307
0.0848	9.3684	1246	0.3989	0.7529	0.3989	0.6316
0.0848	9.3835	1248	0.3997	0.7529	0.3997	0.6322
0.0848	9.3985	1250	0.3999	0.7529	0.3999	0.6324
0.0848	9.4135	1252	0.3991	0.7529	0.3991	0.6317
0.0848	9.4286	1254	0.3980	0.7529	0.3980	0.6309
0.0848	9.4436	1256	0.3968	0.7529	0.3968	0.6300
0.0848	9.4586	1258	0.3957	0.7829	0.3957	0.6290
0.0848	9.4737	1260	0.3956	0.7829	0.3956	0.6289
0.0848	9.4887	1262	0.3958	0.7829	0.3958	0.6291
0.0848	9.5038	1264	0.3966	0.7829	0.3966	0.6297
0.0848	9.5188	1266	0.3980	0.7829	0.3980	0.6309
0.0848	9.5338	1268	0.4000	0.7829	0.4000	0.6325
0.0848	9.5489	1270	0.4005	0.7829	0.4005	0.6328
0.0848	9.5639	1272	0.4012	0.7829	0.4012	0.6334
0.0848	9.5789	1274	0.4017	0.7829	0.4017	0.6338
0.0848	9.5940	1276	0.4019	0.7829	0.4019	0.6340
0.0848	9.6090	1278	0.4023	0.7829	0.4023	0.6343
0.0848	9.6241	1280	0.4032	0.7829	0.4032	0.6350
0.0848	9.6391	1282	0.4039	0.7829	0.4039	0.6355
0.0848	9.6541	1284	0.4046	0.7829	0.4046	0.6360
0.0848	9.6692	1286	0.4056	0.7529	0.4056	0.6368
0.0848	9.6842	1288	0.4063	0.7529	0.4063	0.6374
0.0848	9.6992	1290	0.4071	0.7529	0.4071	0.6380
0.0848	9.7143	1292	0.4074	0.7529	0.4074	0.6383
0.0848	9.7293	1294	0.4079	0.7529	0.4079	0.6387
0.0848	9.7444	1296	0.4085	0.7529	0.4085	0.6391
0.0848	9.7594	1298	0.4089	0.7529	0.4089	0.6395
0.0848	9.7744	1300	0.4096	0.7529	0.4096	0.6400
0.0848	9.7895	1302	0.4107	0.7529	0.4107	0.6409
0.0848	9.8045	1304	0.4119	0.7529	0.4119	0.6418
0.0848	9.8195	1306	0.4122	0.7529	0.4122	0.6420
0.0848	9.8346	1308	0.4124	0.7529	0.4124	0.6422
0.0848	9.8496	1310	0.4123	0.7529	0.4123	0.6421
0.0848	9.8647	1312	0.4126	0.7529	0.4126	0.6423
0.0848	9.8797	1314	0.4125	0.7529	0.4125	0.6423
0.0848	9.8947	1316	0.4125	0.7529	0.4125	0.6423
0.0848	9.9098	1318	0.4122	0.7529	0.4122	0.6420
0.0848	9.9248	1320	0.4119	0.7529	0.4119	0.6418
0.0848	9.9398	1322	0.4117	0.7529	0.4117	0.6416
0.0848	9.9549	1324	0.4115	0.7529	0.4115	0.6414
0.0848	9.9699	1326	0.4112	0.7529	0.4112	0.6413
0.0848	9.9850	1328	0.4111	0.7529	0.4111	0.6412
0.0848	10.0	1330	0.4111	0.7529	0.4111	0.6412

Framework versions

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