arabert_augmented_with_original_k40_organization_task3_fold0

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: 0.8353
• Qwk: 0.0610
• Mse: 0.8353
• Rmse: 0.9139

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	0.0105	2	3.4609	-0.0034	3.4609	1.8604
No log	0.0209	4	2.6622	-0.0034	2.6622	1.6316
No log	0.0314	6	2.1990	-0.0815	2.1990	1.4829
No log	0.0419	8	2.2993	0.0323	2.2993	1.5164
No log	0.0524	10	2.4352	0.0323	2.4352	1.5605
No log	0.0628	12	2.4665	0.0338	2.4665	1.5705
No log	0.0733	14	1.7278	-0.1516	1.7278	1.3145
No log	0.0838	16	2.0452	-0.1518	2.0452	1.4301
No log	0.0942	18	2.1183	-0.0221	2.1183	1.4555
No log	0.1047	20	1.9310	-0.1987	1.9310	1.3896
No log	0.1152	22	1.7412	0.0	1.7412	1.3195
No log	0.1257	24	1.5218	0.0	1.5218	1.2336
No log	0.1361	26	1.5309	0.0	1.5309	1.2373
No log	0.1466	28	1.4934	0.0	1.4934	1.2220
No log	0.1571	30	1.3503	0.0	1.3503	1.1620
No log	0.1675	32	1.2974	0.0	1.2974	1.1390
No log	0.1780	34	1.1939	0.0	1.1939	1.0927
No log	0.1885	36	1.1993	0.0	1.1993	1.0951
No log	0.1990	38	1.4344	0.0	1.4344	1.1977
No log	0.2094	40	2.0004	0.0739	2.0004	1.4143
No log	0.2199	42	1.8580	0.0785	1.8580	1.3631
No log	0.2304	44	1.4905	0.0	1.4905	1.2209
No log	0.2408	46	1.1053	0.0	1.1053	1.0513
No log	0.2513	48	0.9943	0.0	0.9943	0.9971
No log	0.2618	50	1.0435	0.0	1.0435	1.0215
No log	0.2723	52	0.9385	0.0	0.9385	0.9688
No log	0.2827	54	0.9482	0.0	0.9482	0.9738
No log	0.2932	56	0.9146	0.0	0.9146	0.9563
No log	0.3037	58	0.9302	0.0	0.9302	0.9645
No log	0.3141	60	1.0248	0.0	1.0248	1.0123
No log	0.3246	62	0.9136	0.0	0.9136	0.9558
No log	0.3351	64	0.9964	0.0873	0.9964	0.9982
No log	0.3455	66	1.0760	0.0873	1.0760	1.0373
No log	0.3560	68	0.9813	0.0	0.9813	0.9906
No log	0.3665	70	1.1567	0.1538	1.1567	1.0755
No log	0.3770	72	1.8126	0.0240	1.8126	1.3463
No log	0.3874	74	1.9707	-0.0115	1.9707	1.4038
No log	0.3979	76	1.6740	0.0173	1.6740	1.2938
No log	0.4084	78	1.2999	0.0	1.2999	1.1401
No log	0.4188	80	1.0303	0.0	1.0303	1.0151
No log	0.4293	82	0.9291	0.0	0.9291	0.9639
No log	0.4398	84	0.9041	0.0	0.9041	0.9508
No log	0.4503	86	1.1178	0.0	1.1178	1.0572
No log	0.4607	88	1.1333	0.0	1.1333	1.0646
No log	0.4712	90	0.9160	0.0	0.9160	0.9571
No log	0.4817	92	0.9293	0.0	0.9293	0.9640
No log	0.4921	94	1.1811	0.0	1.1811	1.0868
No log	0.5026	96	1.1271	0.0	1.1271	1.0616
No log	0.5131	98	1.0200	0.0	1.0200	1.0099
No log	0.5236	100	1.0765	0.0	1.0765	1.0376
No log	0.5340	102	1.0391	0.0	1.0391	1.0193
No log	0.5445	104	0.9544	0.0	0.9544	0.9769
No log	0.5550	106	0.8502	0.0	0.8502	0.9221
No log	0.5654	108	0.8461	0.0	0.8461	0.9199
No log	0.5759	110	0.8457	-0.1048	0.8457	0.9196
No log	0.5864	112	0.9378	0.0	0.9378	0.9684
No log	0.5969	114	1.0891	0.0	1.0891	1.0436
No log	0.6073	116	1.3004	0.0	1.3004	1.1404
No log	0.6178	118	1.4492	0.0	1.4492	1.2038
No log	0.6283	120	1.4787	0.0072	1.4787	1.2160
No log	0.6387	122	1.9264	0.0767	1.9264	1.3879
No log	0.6492	124	1.9413	0.0767	1.9413	1.3933
No log	0.6597	126	1.6762	0.0072	1.6762	1.2947
No log	0.6702	128	1.7664	0.0	1.7664	1.3291
No log	0.6806	130	1.9936	-0.1343	1.9936	1.4119
No log	0.6911	132	2.0310	-0.1343	2.0310	1.4251
No log	0.7016	134	1.7772	0.0	1.7772	1.3331
No log	0.7120	136	1.4764	0.0	1.4764	1.2151
No log	0.7225	138	1.2794	0.0	1.2794	1.1311
No log	0.7330	140	1.1525	0.0	1.1525	1.0735
No log	0.7435	142	0.9603	0.0	0.9603	0.9799
No log	0.7539	144	0.8580	-0.1204	0.8580	0.9263
No log	0.7644	146	0.8510	-0.1379	0.8510	0.9225
No log	0.7749	148	0.8250	0.0435	0.8250	0.9083
No log	0.7853	150	0.8225	-0.0296	0.8225	0.9069
No log	0.7958	152	1.0622	0.0833	1.0622	1.0306
No log	0.8063	154	1.3517	0.1538	1.3517	1.1626
No log	0.8168	156	1.1982	0.0833	1.1982	1.0946
No log	0.8272	158	0.8103	0.1895	0.8103	0.9002
No log	0.8377	160	0.8188	0.2080	0.8188	0.9049
No log	0.8482	162	0.8278	0.0179	0.8278	0.9098
No log	0.8586	164	0.8052	0.2080	0.8052	0.8973
No log	0.8691	166	0.8413	0.1921	0.8413	0.9172
No log	0.8796	168	0.9135	-0.0296	0.9135	0.9558
No log	0.8901	170	0.9977	0.0833	0.9977	0.9989
No log	0.9005	172	1.0353	0.0833	1.0353	1.0175
No log	0.9110	174	0.9962	-0.0087	0.9962	0.9981
No log	0.9215	176	0.8848	-0.1379	0.8848	0.9406
No log	0.9319	178	0.8412	-0.1204	0.8412	0.9172
No log	0.9424	180	0.8278	-0.0296	0.8278	0.9098
No log	0.9529	182	0.8063	0.0678	0.8063	0.8979
No log	0.9634	184	0.7791	-0.0421	0.7791	0.8827
No log	0.9738	186	0.8012	0.0678	0.8012	0.8951
No log	0.9843	188	0.7968	0.0788	0.7968	0.8927
No log	0.9948	190	0.9009	0.0	0.9009	0.9491
No log	1.0052	192	1.3729	-0.0577	1.3729	1.1717
No log	1.0157	194	1.7780	0.0209	1.7780	1.3334
No log	1.0262	196	1.9312	0.0767	1.9312	1.3897
No log	1.0366	198	1.7740	0.0209	1.7740	1.3319
No log	1.0471	200	1.5464	0.0	1.5464	1.2435
No log	1.0576	202	1.2892	0.0	1.2892	1.1354
No log	1.0681	204	1.1214	0.0	1.1214	1.0590
No log	1.0785	206	0.9927	0.0	0.9927	0.9964
No log	1.0890	208	0.9948	0.0	0.9948	0.9974
No log	1.0995	210	1.1209	0.0	1.1209	1.0587
No log	1.1099	212	1.2858	0.0	1.2858	1.1339
No log	1.1204	214	1.2542	-0.0087	1.2542	1.1199
No log	1.1309	216	1.0442	-0.0087	1.0442	1.0219
No log	1.1414	218	0.9529	-0.0185	0.9529	0.9762
No log	1.1518	220	0.9308	-0.0185	0.9308	0.9648
No log	1.1623	222	0.9152	-0.1379	0.9152	0.9566
No log	1.1728	224	0.9457	-0.1579	0.9457	0.9725
No log	1.1832	226	1.0403	-0.0087	1.0403	1.0200
No log	1.1937	228	1.0614	-0.0087	1.0614	1.0302
No log	1.2042	230	1.0324	0.0	1.0324	1.0161
No log	1.2147	232	0.9623	-0.0087	0.9623	0.9810
No log	1.2251	234	0.9533	0.0	0.9533	0.9764
No log	1.2356	236	0.9161	-0.0087	0.9161	0.9571
No log	1.2461	238	0.8990	0.0788	0.8990	0.9481
No log	1.2565	240	0.8621	-0.0421	0.8621	0.9285
No log	1.2670	242	0.8626	-0.0421	0.8626	0.9288
No log	1.2775	244	0.8430	0.0610	0.8430	0.9182
No log	1.2880	246	0.8250	0.3053	0.8250	0.9083
No log	1.2984	248	0.8740	0.0873	0.8740	0.9349
No log	1.3089	250	1.0968	0.0873	1.0968	1.0473
No log	1.3194	252	0.9855	0.0873	0.9855	0.9927
No log	1.3298	254	0.7828	0.1921	0.7828	0.8848
No log	1.3403	256	0.7756	0.1987	0.7756	0.8807
No log	1.3508	258	0.7750	0.0610	0.7750	0.8803
No log	1.3613	260	0.8609	0.0873	0.8609	0.9278
No log	1.3717	262	0.9738	0.0873	0.9738	0.9868
No log	1.3822	264	0.9517	0.0873	0.9517	0.9756
No log	1.3927	266	0.9180	0.0873	0.9180	0.9581
No log	1.4031	268	0.8961	0.0873	0.8961	0.9466
No log	1.4136	270	0.8154	0.0833	0.8154	0.9030
No log	1.4241	272	0.8062	0.2029	0.8062	0.8979
No log	1.4346	274	0.8123	0.0435	0.8123	0.9013
No log	1.4450	276	0.8014	0.0530	0.8014	0.8952
No log	1.4555	278	0.8155	-0.0421	0.8155	0.9030
No log	1.4660	280	0.9291	0.0873	0.9291	0.9639
No log	1.4764	282	0.9927	0.0	0.9927	0.9963
No log	1.4869	284	1.0046	0.0	1.0046	1.0023
No log	1.4974	286	0.9464	0.0	0.9464	0.9728
No log	1.5079	288	0.9299	0.0873	0.9299	0.9643
No log	1.5183	290	0.9328	0.0873	0.9328	0.9658
No log	1.5288	292	0.9617	0.0873	0.9617	0.9807
No log	1.5393	294	0.9321	0.0873	0.9321	0.9655
No log	1.5497	296	0.9001	-0.0421	0.9001	0.9487
No log	1.5602	298	0.9190	-0.2737	0.9190	0.9587
No log	1.5707	300	0.9348	-0.0732	0.9348	0.9669
No log	1.5812	302	0.9358	-0.3051	0.9358	0.9674
No log	1.5916	304	0.9751	-0.3051	0.9751	0.9875
No log	1.6021	306	0.9899	-0.0732	0.9899	0.9949
No log	1.6126	308	0.9921	-0.0732	0.9921	0.9960
No log	1.6230	310	1.0142	0.1921	1.0142	1.0071
No log	1.6335	312	0.9319	0.0610	0.9319	0.9654
No log	1.6440	314	0.9090	0.0788	0.9090	0.9534
No log	1.6545	316	0.8851	0.0788	0.8851	0.9408
No log	1.6649	318	0.8824	0.0788	0.8824	0.9394
No log	1.6754	320	0.8832	0.0788	0.8832	0.9398
No log	1.6859	322	0.9844	0.0873	0.9844	0.9922
No log	1.6963	324	1.0020	0.0	1.0020	1.0010
No log	1.7068	326	0.8972	0.0	0.8972	0.9472
No log	1.7173	328	0.8776	-0.0087	0.8776	0.9368
No log	1.7277	330	0.8678	-0.0087	0.8678	0.9316
No log	1.7382	332	0.8735	-0.0087	0.8735	0.9346
No log	1.7487	334	0.9338	0.0	0.9338	0.9663
No log	1.7592	336	1.0451	0.0	1.0451	1.0223
No log	1.7696	338	1.1579	0.0	1.1579	1.0761
No log	1.7801	340	1.1614	0.0	1.1614	1.0777
No log	1.7906	342	1.0490	0.0	1.0490	1.0242
No log	1.8010	344	0.9148	-0.0087	0.9148	0.9565
No log	1.8115	346	0.8427	-0.1379	0.8427	0.9180
No log	1.8220	348	0.8578	0.0435	0.8578	0.9262
No log	1.8325	350	0.8604	-0.0732	0.8604	0.9276
No log	1.8429	352	0.8877	0.0435	0.8877	0.9422
No log	1.8534	354	0.8983	-0.0732	0.8983	0.9478
No log	1.8639	356	0.9528	-0.2754	0.9528	0.9761
No log	1.8743	358	1.0105	-0.1786	1.0105	1.0052
No log	1.8848	360	1.0119	-0.0927	1.0119	1.0059
No log	1.8953	362	0.9738	-0.0732	0.9738	0.9868
No log	1.9058	364	0.9813	0.1921	0.9813	0.9906
No log	1.9162	366	0.9231	0.0530	0.9231	0.9608
No log	1.9267	368	0.8660	-0.1440	0.8660	0.9306
No log	1.9372	370	0.8217	0.0	0.8217	0.9065
No log	1.9476	372	0.8063	0.2143	0.8063	0.8979
No log	1.9581	374	0.8261	-0.0565	0.8261	0.9089
No log	1.9686	376	0.9834	0.0833	0.9834	0.9917
No log	1.9791	378	1.2009	0.0797	1.2009	1.0959
No log	1.9895	380	1.2386	0.0797	1.2386	1.1129
No log	2.0	382	1.0974	0.0833	1.0974	1.0476
No log	2.0105	384	0.9145	0.0833	0.9145	0.9563
No log	2.0209	386	0.8418	0.0788	0.8418	0.9175
No log	2.0314	388	0.8075	0.0788	0.8075	0.8986
No log	2.0419	390	0.8237	0.0833	0.8237	0.9076
No log	2.0524	392	0.8492	0.0833	0.8492	0.9215
No log	2.0628	394	0.9305	0.0	0.9305	0.9646
No log	2.0733	396	0.9669	0.0	0.9669	0.9833
No log	2.0838	398	0.9818	0.0	0.9818	0.9908
No log	2.0942	400	0.9308	0.0	0.9308	0.9648
No log	2.1047	402	0.8636	0.0	0.8636	0.9293
No log	2.1152	404	0.8092	0.0737	0.8092	0.8996
No log	2.1257	406	0.7908	0.0610	0.7908	0.8893
No log	2.1361	408	0.7869	0.2080	0.7869	0.8870
No log	2.1466	410	0.7814	0.0	0.7814	0.8839
No log	2.1571	412	0.7993	0.0179	0.7993	0.8940
No log	2.1675	414	0.8984	0.0530	0.8984	0.9478
No log	2.1780	416	1.0030	0.1951	1.0030	1.0015
No log	2.1885	418	0.9059	0.1951	0.9059	0.9518
No log	2.1990	420	0.7727	0.0179	0.7727	0.8790
No log	2.2094	422	0.7539	0.0	0.7539	0.8683
No log	2.2199	424	0.7352	0.0179	0.7352	0.8574
No log	2.2304	426	0.7416	0.1987	0.7416	0.8612
No log	2.2408	428	0.7877	0.0788	0.7877	0.8875
No log	2.2513	430	0.9005	-0.0087	0.9005	0.9489
No log	2.2618	432	0.8998	0.0	0.8998	0.9486
No log	2.2723	434	0.8695	0.0	0.8695	0.9324
No log	2.2827	436	0.8530	0.0	0.8530	0.9236
No log	2.2932	438	0.8060	0.0	0.8060	0.8977
No log	2.3037	440	0.7482	0.0788	0.7482	0.8650
No log	2.3141	442	0.7389	0.1987	0.7389	0.8596
No log	2.3246	444	0.7379	0.2080	0.7379	0.8590
No log	2.3351	446	0.7369	0.2080	0.7369	0.8584
No log	2.3455	448	0.7375	0.0435	0.7375	0.8588
No log	2.3560	450	0.7390	0.0435	0.7390	0.8597
No log	2.3665	452	0.7436	0.0435	0.7436	0.8623
No log	2.3770	454	0.7610	0.0435	0.7610	0.8724
No log	2.3874	456	0.7794	0.0530	0.7794	0.8828
No log	2.3979	458	0.7931	0.0435	0.7931	0.8905
No log	2.4084	460	0.8186	0.2080	0.8186	0.9048
No log	2.4188	462	0.8448	0.2080	0.8448	0.9191
No log	2.4293	464	0.8892	0.0179	0.8893	0.9430
No log	2.4398	466	0.8986	0.2080	0.8986	0.9479
No log	2.4503	468	0.9149	0.0435	0.9149	0.9565
No log	2.4607	470	0.9642	-0.1808	0.9642	0.9819
No log	2.4712	472	0.9320	-0.0421	0.9320	0.9654
No log	2.4817	474	0.8564	-0.2073	0.8564	0.9254
No log	2.4921	476	0.7939	0.0435	0.7939	0.8910
No log	2.5026	478	0.7650	0.2029	0.7650	0.8747
No log	2.5131	480	0.7503	0.2080	0.7503	0.8662
No log	2.5236	482	0.7630	0.0530	0.7630	0.8735
No log	2.5340	484	0.8160	-0.0565	0.8160	0.9033
No log	2.5445	486	0.7805	0.0530	0.7805	0.8835
No log	2.5550	488	0.7450	0.2080	0.7450	0.8631
No log	2.5654	490	0.7403	0.0179	0.7403	0.8604
No log	2.5759	492	0.7459	0.0179	0.7459	0.8636
No log	2.5864	494	0.7422	0.0179	0.7422	0.8615
No log	2.5969	496	0.7479	0.2080	0.7479	0.8648
No log	2.6073	498	0.7514	0.2080	0.7514	0.8669
0.6157	2.6178	500	0.7507	0.2080	0.7507	0.8665
0.6157	2.6283	502	0.7502	0.2080	0.7502	0.8661
0.6157	2.6387	504	0.7511	0.2080	0.7511	0.8666
0.6157	2.6492	506	0.7574	0.3623	0.7574	0.8703
0.6157	2.6597	508	0.7562	0.3623	0.7562	0.8696
0.6157	2.6702	510	0.7591	0.3623	0.7591	0.8713
0.6157	2.6806	512	0.7688	0.1951	0.7688	0.8768
0.6157	2.6911	514	0.8039	-0.0087	0.8039	0.8966
0.6157	2.7016	516	0.8666	0.0	0.8666	0.9309
0.6157	2.7120	518	0.8453	0.0	0.8453	0.9194
0.6157	2.7225	520	0.8386	-0.0087	0.8386	0.9158
0.6157	2.7330	522	0.7859	0.1987	0.7859	0.8865
0.6157	2.7435	524	0.7445	0.2080	0.7445	0.8628
0.6157	2.7539	526	0.7468	0.0179	0.7468	0.8642
0.6157	2.7644	528	0.7544	0.2080	0.7544	0.8685
0.6157	2.7749	530	0.8335	0.1921	0.8335	0.9130
0.6157	2.7853	532	0.9064	0.2956	0.9064	0.9520
0.6157	2.7958	534	0.8779	0.1921	0.8779	0.9370
0.6157	2.8063	536	0.8193	0.1987	0.8193	0.9051
0.6157	2.8168	538	0.7669	0.2080	0.7669	0.8757
0.6157	2.8272	540	0.7660	0.2080	0.7660	0.8752
0.6157	2.8377	542	0.7833	0.3623	0.7833	0.8851
0.6157	2.8482	544	0.7763	0.0435	0.7763	0.8811
0.6157	2.8586	546	0.7596	0.2080	0.7596	0.8716
0.6157	2.8691	548	0.7441	0.0179	0.7441	0.8626
0.6157	2.8796	550	0.7355	0.0179	0.7355	0.8576
0.6157	2.8901	552	0.7410	0.0179	0.7410	0.8608
0.6157	2.9005	554	0.7634	0.0179	0.7634	0.8737
0.6157	2.9110	556	0.7972	0.0179	0.7972	0.8929
0.6157	2.9215	558	0.8308	0.0179	0.8308	0.9115
0.6157	2.9319	560	0.8056	0.0179	0.8056	0.8975
0.6157	2.9424	562	0.7810	0.0435	0.7810	0.8838
0.6157	2.9529	564	0.7647	0.0435	0.7647	0.8744
0.6157	2.9634	566	0.7888	0.2080	0.7888	0.8881
0.6157	2.9738	568	0.7586	0.0435	0.7586	0.8710
0.6157	2.9843	570	0.7779	-0.0565	0.7779	0.8820
0.6157	2.9948	572	0.7969	0.0788	0.7969	0.8927
0.6157	3.0052	574	0.8271	0.0833	0.8271	0.9094
0.6157	3.0157	576	0.8387	0.0873	0.8387	0.9158
0.6157	3.0262	578	0.8174	0.0873	0.8174	0.9041
0.6157	3.0366	580	0.7800	0.0788	0.7800	0.8832
0.6157	3.0471	582	0.7648	0.1921	0.7648	0.8746
0.6157	3.0576	584	0.7835	-0.0732	0.7835	0.8851
0.6157	3.0681	586	0.7842	0.1987	0.7842	0.8855
0.6157	3.0785	588	0.7596	0.2080	0.7596	0.8715
0.6157	3.0890	590	0.7663	-0.1440	0.7663	0.8754
0.6157	3.0995	592	0.7768	0.0435	0.7768	0.8814
0.6157	3.1099	594	0.7978	0.1951	0.7978	0.8932
0.6157	3.1204	596	0.7737	0.0435	0.7737	0.8796
0.6157	3.1309	598	0.7640	0.1987	0.7640	0.8741
0.6157	3.1414	600	0.7533	0.0179	0.7533	0.8679
0.6157	3.1518	602	0.8033	0.0179	0.8033	0.8963
0.6157	3.1623	604	0.7473	0.0179	0.7473	0.8645
0.6157	3.1728	606	0.7064	0.3623	0.7064	0.8405
0.6157	3.1832	608	0.7830	0.0788	0.7830	0.8849
0.6157	3.1937	610	0.8969	0.0873	0.8969	0.9470
0.6157	3.2042	612	0.9242	0.0873	0.9242	0.9613
0.6157	3.2147	614	0.8636	0.0833	0.8636	0.9293
0.6157	3.2251	616	0.7720	0.0788	0.7720	0.8786
0.6157	3.2356	618	0.6916	0.3623	0.6916	0.8316
0.6157	3.2461	620	0.6956	0.0179	0.6956	0.8340
0.6157	3.2565	622	0.7025	0.2080	0.7025	0.8381
0.6157	3.2670	624	0.7500	0.1951	0.7500	0.8660
0.6157	3.2775	626	0.8592	0.0788	0.8592	0.9269
0.6157	3.2880	628	0.9418	0.0756	0.9418	0.9705
0.6157	3.2984	630	0.9061	0.0756	0.9061	0.9519
0.6157	3.3089	632	0.8524	0.1951	0.8524	0.9232
0.6157	3.3194	634	0.7535	0.2080	0.7535	0.8680
0.6157	3.3298	636	0.7110	0.0179	0.7110	0.8432
0.6157	3.3403	638	0.7226	0.0179	0.7226	0.8501
0.6157	3.3508	640	0.7227	0.2080	0.7227	0.8501
0.6157	3.3613	642	0.7795	0.2080	0.7795	0.8829
0.6157	3.3717	644	0.8026	0.2029	0.8026	0.8959
0.6157	3.3822	646	0.7510	0.2080	0.7510	0.8666
0.6157	3.3927	648	0.7202	0.2080	0.7202	0.8486
0.6157	3.4031	650	0.7226	0.2080	0.7226	0.8500
0.6157	3.4136	652	0.7274	0.2080	0.7274	0.8529
0.6157	3.4241	654	0.7300	0.2080	0.7300	0.8544
0.6157	3.4346	656	0.7694	0.0530	0.7694	0.8771
0.6157	3.4450	658	0.7758	0.0737	0.7758	0.8808
0.6157	3.4555	660	0.7678	0.0678	0.7678	0.8762
0.6157	3.4660	662	0.7276	0.3623	0.7276	0.8530
0.6157	3.4764	664	0.7190	0.1951	0.7190	0.8480
0.6157	3.4869	666	0.7965	0.0788	0.7965	0.8925
0.6157	3.4974	668	0.9618	0.0	0.9618	0.9807
0.6157	3.5079	670	1.1808	0.0072	1.1808	1.0867
0.6157	3.5183	672	1.2260	0.0072	1.2260	1.1072
0.6157	3.5288	674	1.0873	0.0072	1.0873	1.0428
0.6157	3.5393	676	0.9065	-0.0087	0.9065	0.9521
0.6157	3.5497	678	0.7854	0.0678	0.7854	0.8862
0.6157	3.5602	680	0.7549	0.0610	0.7549	0.8689
0.6157	3.5707	682	0.7792	0.0678	0.7792	0.8828
0.6157	3.5812	684	0.8796	0.0833	0.8796	0.9379
0.6157	3.5916	686	1.0472	0.0072	1.0472	1.0234
0.6157	3.6021	688	1.0840	0.0072	1.0840	1.0411
0.6157	3.6126	690	1.0051	0.0	1.0051	1.0026
0.6157	3.6230	692	0.9085	0.0788	0.9085	0.9532
0.6157	3.6335	694	0.8261	-0.0421	0.8261	0.9089
0.6157	3.6440	696	0.7904	0.0678	0.7904	0.8890
0.6157	3.6545	698	0.8156	-0.0421	0.8156	0.9031
0.6157	3.6649	700	0.8310	0.0788	0.8310	0.9116
0.6157	3.6754	702	0.8809	0.0788	0.8809	0.9386
0.6157	3.6859	704	0.9675	0.0873	0.9675	0.9836
0.6157	3.6963	706	0.9244	0.0873	0.9244	0.9615
0.6157	3.7068	708	0.9569	0.0873	0.9569	0.9782
0.6157	3.7173	710	0.9320	0.0873	0.9320	0.9654
0.6157	3.7277	712	0.9744	0.0873	0.9744	0.9871
0.6157	3.7382	714	0.9819	0.0873	0.9819	0.9909
0.6157	3.7487	716	0.8548	0.0873	0.8548	0.9246
0.6157	3.7592	718	0.7620	0.0788	0.7620	0.8729
0.6157	3.7696	720	0.7314	0.0678	0.7314	0.8552
0.6157	3.7801	722	0.7248	0.0678	0.7248	0.8514
0.6157	3.7906	724	0.7379	0.0737	0.7379	0.8590
0.6157	3.8010	726	0.7687	0.0788	0.7687	0.8767
0.6157	3.8115	728	0.8386	0.0788	0.8386	0.9158
0.6157	3.8220	730	0.8829	0.0788	0.8829	0.9396
0.6157	3.8325	732	0.8373	0.0788	0.8373	0.9151
0.6157	3.8429	734	0.7915	0.1895	0.7915	0.8897
0.6157	3.8534	736	0.7706	0.1872	0.7706	0.8778
0.6157	3.8639	738	0.7903	0.0833	0.7903	0.8890
0.6157	3.8743	740	0.8385	-0.0087	0.8385	0.9157
0.6157	3.8848	742	0.9055	0.0	0.9055	0.9516
0.6157	3.8953	744	0.9284	0.0	0.9284	0.9636
0.6157	3.9058	746	0.9663	0.0	0.9663	0.9830
0.6157	3.9162	748	0.9347	0.0	0.9347	0.9668
0.6157	3.9267	750	0.8845	-0.1379	0.8845	0.9405
0.6157	3.9372	752	0.8579	-0.0732	0.8579	0.9262
0.6157	3.9476	754	0.8361	0.2080	0.8361	0.9144
0.6157	3.9581	756	0.8313	0.0179	0.8313	0.9118
0.6157	3.9686	758	0.8455	-0.1440	0.8455	0.9195
0.6157	3.9791	760	0.8461	-0.1440	0.8461	0.9199
0.6157	3.9895	762	0.8512	-0.1440	0.8512	0.9226
0.6157	4.0	764	0.8323	-0.1440	0.8323	0.9123
0.6157	4.0105	766	0.8048	0.0179	0.8048	0.8971
0.6157	4.0209	768	0.7952	0.0179	0.7952	0.8917
0.6157	4.0314	770	0.7930	0.0179	0.7930	0.8905
0.6157	4.0419	772	0.7987	0.0179	0.7987	0.8937
0.6157	4.0524	774	0.8102	0.3623	0.8102	0.9001
0.6157	4.0628	776	0.7825	0.2080	0.7825	0.8846
0.6157	4.0733	778	0.7374	0.2080	0.7374	0.8587
0.6157	4.0838	780	0.6954	0.3444	0.6954	0.8339
0.6157	4.0942	782	0.6941	0.1921	0.6941	0.8331
0.6157	4.1047	784	0.7401	0.1895	0.7401	0.8603
0.6157	4.1152	786	0.8412	0.0	0.8412	0.9172
0.6157	4.1257	788	0.9341	0.0	0.9341	0.9665
0.6157	4.1361	790	0.9494	0.0	0.9494	0.9744
0.6157	4.1466	792	0.9282	0.0	0.9282	0.9634
0.6157	4.1571	794	0.8635	0.0	0.8635	0.9292
0.6157	4.1675	796	0.8018	0.0873	0.8018	0.8954
0.6157	4.1780	798	0.7158	0.1872	0.7158	0.8460
0.6157	4.1885	800	0.6887	0.1921	0.6887	0.8299
0.6157	4.1990	802	0.7096	0.1872	0.7096	0.8424
0.6157	4.2094	804	0.7681	0.1852	0.7681	0.8764
0.6157	4.2199	806	0.8102	0.0873	0.8102	0.9001
0.6157	4.2304	808	0.7978	0.0873	0.7978	0.8932
0.6157	4.2408	810	0.7485	0.1872	0.7485	0.8652
0.6157	4.2513	812	0.7055	0.2080	0.7055	0.8399
0.6157	4.2618	814	0.7102	0.2080	0.7102	0.8427
0.6157	4.2723	816	0.7107	0.2080	0.7107	0.8430
0.6157	4.2827	818	0.7236	0.2080	0.7236	0.8506
0.6157	4.2932	820	0.7376	0.4634	0.7376	0.8588
0.6157	4.3037	822	0.7304	0.3444	0.7304	0.8547
0.6157	4.3141	824	0.7152	0.2029	0.7152	0.8457
0.6157	4.3246	826	0.7134	0.2080	0.7134	0.8446
0.6157	4.3351	828	0.7334	0.1921	0.7334	0.8564
0.6157	4.3455	830	0.7515	0.0788	0.7515	0.8669
0.6157	4.3560	832	0.7353	0.1921	0.7353	0.8575
0.6157	4.3665	834	0.7247	0.1921	0.7247	0.8513
0.6157	4.3770	836	0.7225	0.0610	0.7225	0.8500
0.6157	4.3874	838	0.7497	0.1895	0.7497	0.8659
0.6157	4.3979	840	0.7969	0.0873	0.7969	0.8927
0.6157	4.4084	842	0.8413	0.0	0.8413	0.9172
0.6157	4.4188	844	0.8934	0.0	0.8934	0.9452
0.6157	4.4293	846	0.9016	0.0	0.9016	0.9495
0.6157	4.4398	848	0.8841	0.0	0.8841	0.9403
0.6157	4.4503	850	0.8530	0.0833	0.8530	0.9236
0.6157	4.4607	852	0.8445	-0.0421	0.8445	0.9190
0.6157	4.4712	854	0.8675	-0.0927	0.8675	0.9314
0.6157	4.4817	856	0.8656	-0.0927	0.8656	0.9304
0.6157	4.4921	858	0.8414	0.0435	0.8414	0.9173
0.6157	4.5026	860	0.8165	0.0435	0.8165	0.9036
0.6157	4.5131	862	0.8120	0.2080	0.8120	0.9011
0.6157	4.5236	864	0.8151	0.0435	0.8151	0.9028
0.6157	4.5340	866	0.8190	0.0435	0.8190	0.9050
0.6157	4.5445	868	0.8446	0.0435	0.8446	0.9190
0.6157	4.5550	870	0.8789	-0.0732	0.8789	0.9375
0.6157	4.5654	872	0.9017	0.0737	0.9017	0.9496
0.6157	4.5759	874	0.8553	-0.0927	0.8553	0.9248
0.6157	4.5864	876	0.8155	0.2080	0.8155	0.9030
0.6157	4.5969	878	0.7961	0.2080	0.7961	0.8923
0.6157	4.6073	880	0.7940	0.2080	0.7940	0.8910
0.6157	4.6178	882	0.7928	0.2080	0.7928	0.8904
0.6157	4.6283	884	0.7976	0.2080	0.7976	0.8931
0.6157	4.6387	886	0.7833	0.2080	0.7833	0.8850
0.6157	4.6492	888	0.7795	0.2080	0.7795	0.8829
0.6157	4.6597	890	0.7845	0.2080	0.7845	0.8857
0.6157	4.6702	892	0.7782	0.2080	0.7782	0.8822
0.6157	4.6806	894	0.7865	0.2029	0.7865	0.8869
0.6157	4.6911	896	0.8458	0.0	0.8458	0.9197
0.6157	4.7016	898	0.9061	0.0	0.9061	0.9519
0.6157	4.7120	900	0.9046	0.0	0.9046	0.9511
0.6157	4.7225	902	0.8150	-0.0185	0.8150	0.9028
0.6157	4.7330	904	0.7563	0.2029	0.7563	0.8697
0.6157	4.7435	906	0.7535	0.2080	0.7535	0.8681
0.6157	4.7539	908	0.7554	0.2080	0.7554	0.8691
0.6157	4.7644	910	0.7701	0.2029	0.7701	0.8776
0.6157	4.7749	912	0.7799	0.3293	0.7799	0.8831
0.6157	4.7853	914	0.7966	0.1921	0.7966	0.8925
0.6157	4.7958	916	0.8128	0.1921	0.8128	0.9015
0.6157	4.8063	918	0.8469	0.1852	0.8469	0.9203
0.6157	4.8168	920	0.8629	0.1852	0.8629	0.9289
0.6157	4.8272	922	0.8409	0.0678	0.8409	0.9170
0.6157	4.8377	924	0.8052	0.1951	0.8052	0.8973
0.6157	4.8482	926	0.7837	-0.0421	0.7837	0.8852
0.6157	4.8586	928	0.7727	0.1921	0.7727	0.8790
0.6157	4.8691	930	0.7673	0.0530	0.7673	0.8760
0.6157	4.8796	932	0.7777	0.0833	0.7777	0.8819
0.6157	4.8901	934	0.8026	0.0873	0.8026	0.8959
0.6157	4.9005	936	0.8342	-0.0185	0.8342	0.9134
0.6157	4.9110	938	0.9184	0.0	0.9184	0.9583
0.6157	4.9215	940	1.0063	0.0	1.0063	1.0032
0.6157	4.9319	942	1.0536	0.0	1.0536	1.0265
0.6157	4.9424	944	1.0052	0.0	1.0052	1.0026
0.6157	4.9529	946	0.9256	0.0	0.9256	0.9621
0.6157	4.9634	948	0.8538	-0.0185	0.8538	0.9240
0.6157	4.9738	950	0.8279	-0.0185	0.8279	0.9099
0.6157	4.9843	952	0.8157	-0.0185	0.8157	0.9032
0.6157	4.9948	954	0.8024	-0.0565	0.8024	0.8958
0.6157	5.0052	956	0.8142	0.1987	0.8142	0.9023
0.6157	5.0157	958	0.8428	0.0610	0.8428	0.9180
0.6157	5.0262	960	0.8443	0.0678	0.8443	0.9189
0.6157	5.0366	962	0.8167	0.3623	0.8167	0.9037
0.6157	5.0471	964	0.7806	0.3623	0.7806	0.8835
0.6157	5.0576	966	0.7606	0.2080	0.7606	0.8721
0.6157	5.0681	968	0.7629	0.2080	0.7629	0.8734
0.6157	5.0785	970	0.7753	0.2080	0.7753	0.8805
0.6157	5.0890	972	0.8115	0.3444	0.8115	0.9008
0.6157	5.0995	974	0.8725	-0.1048	0.8725	0.9341
0.6157	5.1099	976	0.8982	0.0	0.8982	0.9477
0.6157	5.1204	978	0.8863	0.0	0.8863	0.9415
0.6157	5.1309	980	0.8584	0.0	0.8584	0.9265
0.6157	5.1414	982	0.8360	0.0	0.8360	0.9143
0.6157	5.1518	984	0.8165	0.0873	0.8165	0.9036
0.6157	5.1623	986	0.8103	0.0873	0.8103	0.9002
0.6157	5.1728	988	0.7789	0.0788	0.7789	0.8826
0.6157	5.1832	990	0.7563	0.3164	0.7563	0.8697
0.6157	5.1937	992	0.7572	0.1951	0.7572	0.8702
0.6157	5.2042	994	0.7912	0.3053	0.7912	0.8895
0.6157	5.2147	996	0.8264	0.1921	0.8264	0.9091
0.6157	5.2251	998	0.8442	0.1921	0.8442	0.9188
0.2747	5.2356	1000	0.8204	0.0610	0.8204	0.9058
0.2747	5.2461	1002	0.7730	0.2029	0.7730	0.8792
0.2747	5.2565	1004	0.7635	0.2029	0.7635	0.8738
0.2747	5.2670	1006	0.7971	0.3293	0.7971	0.8928
0.2747	5.2775	1008	0.8555	0.0	0.8555	0.9249
0.2747	5.2880	1010	0.8605	0.0	0.8605	0.9276
0.2747	5.2984	1012	0.8395	0.0	0.8395	0.9162
0.2747	5.3089	1014	0.8360	-0.1379	0.8360	0.9143
0.2747	5.3194	1016	0.8606	-0.1048	0.8606	0.9277
0.2747	5.3298	1018	0.8604	-0.1379	0.8604	0.9276
0.2747	5.3403	1020	0.8183	0.1951	0.8183	0.9046
0.2747	5.3508	1022	0.7605	0.2029	0.7605	0.8721
0.2747	5.3613	1024	0.7490	0.2029	0.7490	0.8654
0.2747	5.3717	1026	0.7533	0.2029	0.7533	0.8679
0.2747	5.3822	1028	0.7977	0.3444	0.7977	0.8931
0.2747	5.3927	1030	0.8202	0.0610	0.8202	0.9057
0.2747	5.4031	1032	0.8388	-0.1579	0.8388	0.9159
0.2747	5.4136	1034	0.8178	-0.0421	0.8178	0.9043
0.2747	5.4241	1036	0.7830	0.0678	0.7830	0.8849
0.2747	5.4346	1038	0.7936	0.0678	0.7936	0.8908
0.2747	5.4450	1040	0.7978	0.0737	0.7978	0.8932
0.2747	5.4555	1042	0.7931	0.1872	0.7931	0.8905
0.2747	5.4660	1044	0.7860	0.0833	0.7860	0.8866
0.2747	5.4764	1046	0.8055	0.0	0.8055	0.8975
0.2747	5.4869	1048	0.8086	0.0	0.8086	0.8992
0.2747	5.4974	1050	0.8275	0.0	0.8275	0.9097
0.2747	5.5079	1052	0.8584	0.0	0.8584	0.9265
0.2747	5.5183	1054	0.8609	0.0	0.8609	0.9279
0.2747	5.5288	1056	0.8236	0.0	0.8236	0.9075
0.2747	5.5393	1058	0.7905	0.0788	0.7905	0.8891
0.2747	5.5497	1060	0.7583	0.3293	0.7583	0.8708
0.2747	5.5602	1062	0.7476	0.2029	0.7476	0.8646
0.2747	5.5707	1064	0.7396	0.2029	0.7396	0.8600
0.2747	5.5812	1066	0.7253	0.2029	0.7253	0.8517
0.2747	5.5916	1068	0.7253	0.0179	0.7253	0.8516
0.2747	5.6021	1070	0.7465	0.2080	0.7465	0.8640
0.2747	5.6126	1072	0.7931	0.2080	0.7931	0.8906
0.2747	5.6230	1074	0.7987	0.2080	0.7987	0.8937
0.2747	5.6335	1076	0.8208	0.0435	0.8208	0.9060
0.2747	5.6440	1078	0.8492	0.0530	0.8492	0.9215
0.2747	5.6545	1080	0.8685	0.0530	0.8685	0.9319
0.2747	5.6649	1082	0.8240	0.0435	0.8240	0.9078
0.2747	5.6754	1084	0.7893	0.2080	0.7893	0.8884
0.2747	5.6859	1086	0.7707	0.2080	0.7707	0.8779
0.2747	5.6963	1088	0.7606	0.2080	0.7606	0.8721
0.2747	5.7068	1090	0.7609	0.3444	0.7609	0.8723
0.2747	5.7173	1092	0.7609	0.0610	0.7609	0.8723
0.2747	5.7277	1094	0.7623	0.0737	0.7623	0.8731
0.2747	5.7382	1096	0.7732	0.0737	0.7732	0.8793
0.2747	5.7487	1098	0.8095	-0.0421	0.8095	0.8997
0.2747	5.7592	1100	0.8216	-0.0565	0.8216	0.9064
0.2747	5.7696	1102	0.8540	-0.1808	0.8540	0.9241
0.2747	5.7801	1104	0.8517	-0.1808	0.8517	0.9229
0.2747	5.7906	1106	0.8155	-0.0732	0.8155	0.9031
0.2747	5.8010	1108	0.7616	0.0678	0.7616	0.8727
0.2747	5.8115	1110	0.7545	0.1872	0.7545	0.8686
0.2747	5.8220	1112	0.7585	0.1872	0.7585	0.8709
0.2747	5.8325	1114	0.7735	0.0833	0.7735	0.8795
0.2747	5.8429	1116	0.7933	0.0873	0.7933	0.8907
0.2747	5.8534	1118	0.8156	0.0873	0.8156	0.9031
0.2747	5.8639	1120	0.8145	0.0833	0.8145	0.9025
0.2747	5.8743	1122	0.7871	0.1895	0.7871	0.8872
0.2747	5.8848	1124	0.7757	0.0610	0.7757	0.8808
0.2747	5.8953	1126	0.7614	0.0530	0.7614	0.8726
0.2747	5.9058	1128	0.7356	0.2080	0.7356	0.8577
0.2747	5.9162	1130	0.7224	0.2080	0.7224	0.8499
0.2747	5.9267	1132	0.7134	0.3623	0.7134	0.8446
0.2747	5.9372	1134	0.7110	0.3623	0.7110	0.8432
0.2747	5.9476	1136	0.7165	0.3444	0.7165	0.8465
0.2747	5.9581	1138	0.7190	0.3444	0.7190	0.8479
0.2747	5.9686	1140	0.7277	0.1895	0.7277	0.8531
0.2747	5.9791	1142	0.7326	0.1895	0.7326	0.8559
0.2747	5.9895	1144	0.7474	0.1852	0.7474	0.8645
0.2747	6.0	1146	0.7921	0.1852	0.7921	0.8900
0.2747	6.0105	1148	0.8453	0.0	0.8453	0.9194
0.2747	6.0209	1150	0.8402	0.0873	0.8402	0.9166
0.2747	6.0314	1152	0.8354	0.0873	0.8354	0.9140
0.2747	6.0419	1154	0.7953	0.0873	0.7953	0.8918
0.2747	6.0524	1156	0.7577	0.1852	0.7577	0.8705
0.2747	6.0628	1158	0.7285	0.1872	0.7285	0.8535
0.2747	6.0733	1160	0.7310	0.1895	0.7310	0.8550
0.2747	6.0838	1162	0.7728	0.1895	0.7728	0.8791
0.2747	6.0942	1164	0.8148	-0.0565	0.8148	0.9027
0.2747	6.1047	1166	0.8410	-0.0732	0.8410	0.9171
0.2747	6.1152	1168	0.8563	0.0435	0.8563	0.9254
0.2747	6.1257	1170	0.8347	0.0435	0.8347	0.9136
0.2747	6.1361	1172	0.7778	0.2080	0.7778	0.8819
0.2747	6.1466	1174	0.7501	0.2080	0.7501	0.8661
0.2747	6.1571	1176	0.7710	0.1951	0.7710	0.8781
0.2747	6.1675	1178	0.8292	-0.0732	0.8292	0.9106
0.2747	6.1780	1180	0.8704	-0.0732	0.8704	0.9330
0.2747	6.1885	1182	0.9208	-0.0732	0.9208	0.9596
0.2747	6.1990	1184	0.9425	-0.1808	0.9425	0.9708
0.2747	6.2094	1186	0.9413	-0.1808	0.9413	0.9702
0.2747	6.2199	1188	0.9100	-0.0296	0.9100	0.9540
0.2747	6.2304	1190	0.8630	-0.0296	0.8630	0.9290
0.2747	6.2408	1192	0.8378	-0.0296	0.8378	0.9153
0.2747	6.2513	1194	0.8504	-0.0296	0.8504	0.9222
0.2747	6.2618	1196	0.8916	-0.0296	0.8916	0.9443
0.2747	6.2723	1198	0.9184	-0.1579	0.9184	0.9583
0.2747	6.2827	1200	0.9056	-0.1808	0.9056	0.9516
0.2747	6.2932	1202	0.8612	0.1987	0.8612	0.9280
0.2747	6.3037	1204	0.8242	0.1951	0.8242	0.9079
0.2747	6.3141	1206	0.8124	0.1951	0.8124	0.9013
0.2747	6.3246	1208	0.8379	0.1951	0.8379	0.9154
0.2747	6.3351	1210	0.8700	0.1987	0.8700	0.9327
0.2747	6.3455	1212	0.8979	0.0610	0.8979	0.9476
0.2747	6.3560	1214	0.8958	0.0610	0.8958	0.9465
0.2747	6.3665	1216	0.8563	0.1987	0.8563	0.9254
0.2747	6.3770	1218	0.8065	0.1951	0.8065	0.8980
0.2747	6.3874	1220	0.7919	0.1951	0.7919	0.8899
0.2747	6.3979	1222	0.8093	0.1921	0.8093	0.8996
0.2747	6.4084	1224	0.8376	-0.0296	0.8376	0.9152
0.2747	6.4188	1226	0.8509	-0.0185	0.8509	0.9225
0.2747	6.4293	1228	0.8597	-0.0185	0.8597	0.9272
0.2747	6.4398	1230	0.8896	-0.1048	0.8896	0.9432
0.2747	6.4503	1232	0.9289	-0.1048	0.9289	0.9638
0.2747	6.4607	1234	0.9337	-0.1048	0.9337	0.9663
0.2747	6.4712	1236	0.9289	-0.1048	0.9289	0.9638
0.2747	6.4817	1238	0.9456	-0.1048	0.9456	0.9724
0.2747	6.4921	1240	0.9461	-0.1048	0.9461	0.9727
0.2747	6.5026	1242	0.9226	-0.1204	0.9226	0.9605
0.2747	6.5131	1244	0.9031	-0.0421	0.9031	0.9503
0.2747	6.5236	1246	0.9037	-0.0565	0.9037	0.9506
0.2747	6.5340	1248	0.9017	-0.0732	0.9017	0.9496
0.2747	6.5445	1250	0.8991	-0.0732	0.8991	0.9482
0.2747	6.5550	1252	0.9156	-0.1808	0.9156	0.9569
0.2747	6.5654	1254	0.9259	0.0610	0.9259	0.9622
0.2747	6.5759	1256	0.9632	-0.2754	0.9632	0.9814
0.2747	6.5864	1258	0.9753	-0.0927	0.9753	0.9876
0.2747	6.5969	1260	0.9886	-0.0927	0.9886	0.9943
0.2747	6.6073	1262	0.9578	-0.3415	0.9578	0.9787
0.2747	6.6178	1264	0.8938	-0.1808	0.8938	0.9454
0.2747	6.6283	1266	0.8448	-0.0732	0.8448	0.9191
0.2747	6.6387	1268	0.8472	-0.0732	0.8472	0.9204
0.2747	6.6492	1270	0.8554	-0.0565	0.8554	0.9249
0.2747	6.6597	1272	0.8596	-0.0421	0.8596	0.9271
0.2747	6.6702	1274	0.8931	-0.1579	0.8931	0.9450
0.2747	6.6806	1276	0.9449	-0.1808	0.9449	0.9721
0.2747	6.6911	1278	1.0519	-0.1048	1.0519	1.0256
0.2747	6.7016	1280	1.1227	0.0	1.1227	1.0596
0.2747	6.7120	1282	1.1242	0.0	1.1242	1.0603
0.2747	6.7225	1284	1.0677	0.0	1.0677	1.0333
0.2747	6.7330	1286	0.9687	-0.1808	0.9687	0.9842
0.2747	6.7435	1288	0.8776	-0.1379	0.8776	0.9368
0.2747	6.7539	1290	0.8247	-0.0421	0.8247	0.9081
0.2747	6.7644	1292	0.7996	0.1921	0.7996	0.8942
0.2747	6.7749	1294	0.7951	0.1921	0.7951	0.8917
0.2747	6.7853	1296	0.8196	0.0737	0.8196	0.9053
0.2747	6.7958	1298	0.8370	0.0678	0.8370	0.9149
0.2747	6.8063	1300	0.8297	-0.0732	0.8297	0.9109
0.2747	6.8168	1302	0.8399	0.0530	0.8399	0.9165
0.2747	6.8272	1304	0.8533	0.0530	0.8533	0.9238
0.2747	6.8377	1306	0.8271	0.0530	0.8271	0.9094
0.2747	6.8482	1308	0.7827	0.2080	0.7827	0.8847
0.2747	6.8586	1310	0.7547	0.2080	0.7547	0.8687
0.2747	6.8691	1312	0.7526	0.2080	0.7526	0.8675
0.2747	6.8796	1314	0.7494	0.2080	0.7494	0.8657
0.2747	6.8901	1316	0.7593	0.2080	0.7593	0.8714
0.2747	6.9005	1318	0.7785	0.2080	0.7785	0.8823
0.2747	6.9110	1320	0.7882	0.0435	0.7882	0.8878
0.2747	6.9215	1322	0.7839	0.2029	0.7839	0.8854
0.2747	6.9319	1324	0.7727	0.2029	0.7727	0.8790
0.2747	6.9424	1326	0.7536	0.3444	0.7536	0.8681
0.2747	6.9529	1328	0.7556	0.3444	0.7556	0.8693
0.2747	6.9634	1330	0.7744	0.0788	0.7744	0.8800
0.2747	6.9738	1332	0.8218	0.0	0.8218	0.9066
0.2747	6.9843	1334	0.8762	-0.1204	0.8762	0.9360
0.2747	6.9948	1336	0.9768	-0.1579	0.9768	0.9883
0.2747	7.0052	1338	1.0463	-0.1579	1.0463	1.0229
0.2747	7.0157	1340	1.0446	-0.1579	1.0446	1.0221
0.2747	7.0262	1342	1.0085	-0.1808	1.0085	1.0043
0.2747	7.0366	1344	0.9558	-0.1808	0.9558	0.9776
0.2747	7.0471	1346	0.8899	-0.1808	0.8899	0.9434
0.2747	7.0576	1348	0.8574	0.0610	0.8574	0.9259
0.2747	7.0681	1350	0.8514	0.0435	0.8514	0.9227
0.2747	7.0785	1352	0.8157	0.0435	0.8157	0.9031
0.2747	7.0890	1354	0.8066	0.2080	0.8066	0.8981
0.2747	7.0995	1356	0.8193	0.2080	0.8193	0.9051
0.2747	7.1099	1358	0.8595	0.2080	0.8595	0.9271
0.2747	7.1204	1360	0.9287	-0.1440	0.9287	0.9637
0.2747	7.1309	1362	1.0099	-0.1440	1.0099	1.0049
0.2747	7.1414	1364	1.0287	-0.1440	1.0287	1.0142
0.2747	7.1518	1366	0.9888	-0.1440	0.9888	0.9944
0.2747	7.1623	1368	0.9088	-0.1440	0.9088	0.9533
0.2747	7.1728	1370	0.8624	0.0435	0.8624	0.9287
0.2747	7.1832	1372	0.8312	0.2080	0.8312	0.9117
0.2747	7.1937	1374	0.8315	0.2080	0.8315	0.9119
0.2747	7.2042	1376	0.8444	-0.0927	0.8444	0.9189
0.2747	7.2147	1378	0.8649	-0.0927	0.8649	0.9300
0.2747	7.2251	1380	0.8830	-0.0927	0.8830	0.9397
0.2747	7.2356	1382	0.8654	0.0610	0.8654	0.9303
0.2747	7.2461	1384	0.8329	0.0610	0.8329	0.9126
0.2747	7.2565	1386	0.8245	0.1987	0.8245	0.9080
0.2747	7.2670	1388	0.8149	-0.0732	0.8149	0.9027
0.2747	7.2775	1390	0.7975	0.1987	0.7975	0.8930
0.2747	7.2880	1392	0.7992	0.1987	0.7992	0.8940
0.2747	7.2984	1394	0.8202	-0.0732	0.8202	0.9057
0.2747	7.3089	1396	0.8519	-0.1808	0.8519	0.9230
0.2747	7.3194	1398	0.8749	-0.1808	0.8749	0.9354
0.2747	7.3298	1400	0.9001	0.0610	0.9001	0.9487
0.2747	7.3403	1402	0.8954	0.0610	0.8954	0.9462
0.2747	7.3508	1404	0.8820	0.0610	0.8820	0.9392
0.2747	7.3613	1406	0.8583	-0.0927	0.8583	0.9264
0.2747	7.3717	1408	0.8621	-0.0927	0.8621	0.9285
0.2747	7.3822	1410	0.8724	-0.0927	0.8724	0.9340
0.2747	7.3927	1412	0.8478	-0.0927	0.8478	0.9208
0.2747	7.4031	1414	0.8414	0.0435	0.8414	0.9173
0.2747	7.4136	1416	0.8277	0.0435	0.8277	0.9098
0.2747	7.4241	1418	0.8393	0.0435	0.8393	0.9161
0.2747	7.4346	1420	0.8503	-0.0927	0.8503	0.9221
0.2747	7.4450	1422	0.8481	-0.0927	0.8481	0.9209
0.2747	7.4555	1424	0.8362	-0.0927	0.8362	0.9145
0.2747	7.4660	1426	0.8222	0.2080	0.8222	0.9067
0.2747	7.4764	1428	0.8200	0.2080	0.8200	0.9055
0.2747	7.4869	1430	0.8392	0.0435	0.8392	0.9161
0.2747	7.4974	1432	0.8329	0.0435	0.8329	0.9126
0.2747	7.5079	1434	0.8194	0.0435	0.8194	0.9052
0.2747	7.5183	1436	0.8369	0.0435	0.8369	0.9148
0.2747	7.5288	1438	0.8295	0.0435	0.8295	0.9108
0.2747	7.5393	1440	0.8281	0.0435	0.8281	0.9100
0.2747	7.5497	1442	0.8016	0.0435	0.8016	0.8953
0.2747	7.5602	1444	0.8020	0.0435	0.8020	0.8955
0.2747	7.5707	1446	0.8353	0.0435	0.8353	0.9139
0.2747	7.5812	1448	0.8925	0.0610	0.8925	0.9447
0.2747	7.5916	1450	0.9678	-0.1808	0.9678	0.9838
0.2747	7.6021	1452	1.0139	-0.1579	1.0139	1.0069
0.2747	7.6126	1454	1.0445	0.0	1.0445	1.0220
0.2747	7.6230	1456	1.0470	-0.0087	1.0470	1.0232
0.2747	7.6335	1458	1.0475	-0.0185	1.0475	1.0235
0.2747	7.6440	1460	1.0158	-0.1808	1.0158	1.0078
0.2747	7.6545	1462	0.9690	-0.1808	0.9690	0.9844
0.2747	7.6649	1464	0.9121	-0.1808	0.9121	0.9551
0.2747	7.6754	1466	0.8801	-0.1808	0.8801	0.9381
0.2747	7.6859	1468	0.8800	-0.1808	0.8800	0.9381
0.2747	7.6963	1470	0.8796	-0.1808	0.8796	0.9379
0.2747	7.7068	1472	0.9094	-0.1808	0.9094	0.9536
0.2747	7.7173	1474	0.9343	-0.1808	0.9343	0.9666
0.2747	7.7277	1476	0.9558	-0.1808	0.9558	0.9777
0.2747	7.7382	1478	0.9935	-0.1808	0.9935	0.9968
0.2747	7.7487	1480	1.0041	-0.1808	1.0041	1.0021
0.2747	7.7592	1482	0.9693	-0.1808	0.9693	0.9845
0.2747	7.7696	1484	0.9082	-0.1808	0.9082	0.9530
0.2747	7.7801	1486	0.8280	-0.0732	0.8280	0.9100
0.2747	7.7906	1488	0.7808	0.1951	0.7808	0.8837
0.2747	7.8010	1490	0.7653	0.3164	0.7653	0.8748
0.2747	7.8115	1492	0.7829	0.1951	0.7829	0.8848
0.2747	7.8220	1494	0.8013	0.1951	0.8013	0.8952
0.2747	7.8325	1496	0.8368	-0.0732	0.8368	0.9147
0.2747	7.8429	1498	0.9003	-0.1808	0.9003	0.9488
0.1335	7.8534	1500	0.9648	-0.1808	0.9648	0.9822
0.1335	7.8639	1502	0.9694	-0.1808	0.9694	0.9846
0.1335	7.8743	1504	0.9406	-0.1808	0.9406	0.9699
0.1335	7.8848	1506	0.9132	0.0610	0.9132	0.9556
0.1335	7.8953	1508	0.9025	0.0610	0.9025	0.9500
0.1335	7.9058	1510	0.8644	0.0610	0.8644	0.9297
0.1335	7.9162	1512	0.8061	0.0435	0.8061	0.8978
0.1335	7.9267	1514	0.7616	0.2080	0.7616	0.8727
0.1335	7.9372	1516	0.7644	0.2080	0.7644	0.8743
0.1335	7.9476	1518	0.7802	0.2080	0.7802	0.8833
0.1335	7.9581	1520	0.7855	0.2080	0.7855	0.8863
0.1335	7.9686	1522	0.8212	0.0610	0.8212	0.9062
0.1335	7.9791	1524	0.8491	0.0610	0.8491	0.9215
0.1335	7.9895	1526	0.8992	-0.1808	0.8992	0.9483
0.1335	8.0	1528	0.9167	-0.1808	0.9167	0.9574
0.1335	8.0105	1530	0.9141	-0.1808	0.9141	0.9561
0.1335	8.0209	1532	0.8958	-0.1808	0.8958	0.9464
0.1335	8.0314	1534	0.8877	-0.1808	0.8877	0.9422
0.1335	8.0419	1536	0.8927	-0.1808	0.8927	0.9448
0.1335	8.0524	1538	0.8729	-0.1808	0.8729	0.9343
0.1335	8.0628	1540	0.8542	-0.1808	0.8542	0.9242
0.1335	8.0733	1542	0.8326	-0.1808	0.8326	0.9125
0.1335	8.0838	1544	0.8411	-0.1808	0.8411	0.9171
0.1335	8.0942	1546	0.8505	-0.1808	0.8505	0.9222
0.1335	8.1047	1548	0.8597	-0.1808	0.8597	0.9272
0.1335	8.1152	1550	0.8648	-0.1808	0.8648	0.9300
0.1335	8.1257	1552	0.9072	-0.1808	0.9072	0.9525
0.1335	8.1361	1554	0.9765	-0.1808	0.9765	0.9882
0.1335	8.1466	1556	1.0349	-0.1808	1.0349	1.0173
0.1335	8.1571	1558	1.0361	-0.1808	1.0361	1.0179
0.1335	8.1675	1560	0.9909	-0.1808	0.9909	0.9955
0.1335	8.1780	1562	0.9296	-0.1579	0.9296	0.9642
0.1335	8.1885	1564	0.8518	-0.1579	0.8518	0.9229
0.1335	8.1990	1566	0.8040	0.1852	0.8040	0.8966
0.1335	8.2094	1568	0.7621	0.1921	0.7621	0.8730
0.1335	8.2199	1570	0.7466	0.3444	0.7466	0.8640
0.1335	8.2304	1572	0.7537	0.3444	0.7537	0.8682
0.1335	8.2408	1574	0.7815	-0.0732	0.7815	0.8840
0.1335	8.2513	1576	0.8317	0.0610	0.8317	0.9120
0.1335	8.2618	1578	0.8913	-0.1808	0.8913	0.9441
0.1335	8.2723	1580	0.9577	-0.1808	0.9577	0.9786
0.1335	8.2827	1582	0.9753	-0.1808	0.9753	0.9876
0.1335	8.2932	1584	0.9603	-0.1808	0.9603	0.9799
0.1335	8.3037	1586	0.9445	-0.1808	0.9445	0.9719
0.1335	8.3141	1588	0.8964	0.0610	0.8964	0.9468
0.1335	8.3246	1590	0.8424	0.0435	0.8424	0.9178
0.1335	8.3351	1592	0.8188	0.0435	0.8188	0.9049
0.1335	8.3455	1594	0.7923	0.0435	0.7923	0.8901
0.1335	8.3560	1596	0.7679	0.0435	0.7679	0.8763
0.1335	8.3665	1598	0.7574	0.0435	0.7574	0.8703
0.1335	8.3770	1600	0.7525	0.0435	0.7525	0.8675
0.1335	8.3874	1602	0.7594	0.0435	0.7594	0.8715
0.1335	8.3979	1604	0.7728	0.0435	0.7728	0.8791
0.1335	8.4084	1606	0.7788	0.0435	0.7788	0.8825
0.1335	8.4188	1608	0.7907	0.0435	0.7907	0.8892
0.1335	8.4293	1610	0.7805	0.0435	0.7805	0.8834
0.1335	8.4398	1612	0.7556	0.1951	0.7556	0.8693
0.1335	8.4503	1614	0.7533	0.1951	0.7533	0.8679
0.1335	8.4607	1616	0.7429	0.1951	0.7429	0.8619
0.1335	8.4712	1618	0.7379	0.1951	0.7379	0.8590
0.1335	8.4817	1620	0.7543	0.1921	0.7543	0.8685
0.1335	8.4921	1622	0.7914	0.1872	0.7914	0.8896
0.1335	8.5026	1624	0.8380	0.1834	0.8380	0.9154
0.1335	8.5131	1626	0.9006	-0.0087	0.9006	0.9490
0.1335	8.5236	1628	0.9594	-0.0185	0.9594	0.9795
0.1335	8.5340	1630	0.9762	-0.1579	0.9762	0.9880
0.1335	8.5445	1632	0.9815	-0.1579	0.9815	0.9907
0.1335	8.5550	1634	0.9533	-0.1579	0.9533	0.9764
0.1335	8.5654	1636	0.8979	-0.0087	0.8979	0.9476
0.1335	8.5759	1638	0.8311	0.1872	0.8311	0.9116
0.1335	8.5864	1640	0.7716	0.1921	0.7716	0.8784
0.1335	8.5969	1642	0.7348	0.3444	0.7348	0.8572
0.1335	8.6073	1644	0.7158	0.3444	0.7158	0.8460
0.1335	8.6178	1646	0.7129	0.3444	0.7129	0.8443
0.1335	8.6283	1648	0.7249	0.3444	0.7249	0.8514
0.1335	8.6387	1650	0.7530	0.1951	0.7530	0.8677
0.1335	8.6492	1652	0.8073	0.3164	0.8073	0.8985
0.1335	8.6597	1654	0.8535	0.1895	0.8535	0.9239
0.1335	8.6702	1656	0.8994	-0.1579	0.8994	0.9484
0.1335	8.6806	1658	0.9140	-0.1579	0.9140	0.9561
0.1335	8.6911	1660	0.9045	-0.0296	0.9045	0.9511
0.1335	8.7016	1662	0.8898	-0.0296	0.8898	0.9433
0.1335	8.7120	1664	0.8593	-0.0185	0.8593	0.9270
0.1335	8.7225	1666	0.8178	0.1872	0.8178	0.9043
0.1335	8.7330	1668	0.7809	0.2956	0.7809	0.8837
0.1335	8.7435	1670	0.7662	0.1895	0.7662	0.8754
0.1335	8.7539	1672	0.7674	0.1895	0.7674	0.8760
0.1335	8.7644	1674	0.7653	0.2956	0.7653	0.8748
0.1335	8.7749	1676	0.7624	0.1895	0.7624	0.8732
0.1335	8.7853	1678	0.7728	0.2870	0.7728	0.8791
0.1335	8.7958	1680	0.7744	0.1895	0.7744	0.8800
0.1335	8.8063	1682	0.7880	0.2956	0.7880	0.8877
0.1335	8.8168	1684	0.8108	0.1834	0.8108	0.9005
0.1335	8.8272	1686	0.8415	0.0	0.8415	0.9173
0.1335	8.8377	1688	0.8598	0.0	0.8598	0.9272
0.1335	8.8482	1690	0.8517	0.0	0.8517	0.9229
0.1335	8.8586	1692	0.8400	0.0	0.8400	0.9165
0.1335	8.8691	1694	0.8413	0.0	0.8413	0.9172
0.1335	8.8796	1696	0.8427	0.0	0.8427	0.9180
0.1335	8.8901	1698	0.8442	0.0	0.8442	0.9188
0.1335	8.9005	1700	0.8374	0.0	0.8374	0.9151
0.1335	8.9110	1702	0.8436	0.0	0.8436	0.9185
0.1335	8.9215	1704	0.8381	0.0	0.8381	0.9155
0.1335	8.9319	1706	0.8231	0.0	0.8231	0.9073
0.1335	8.9424	1708	0.8179	0.0	0.8179	0.9044
0.1335	8.9529	1710	0.8130	0.1834	0.8130	0.9016
0.1335	8.9634	1712	0.7981	0.1834	0.7981	0.8934
0.1335	8.9738	1714	0.7927	0.1852	0.7927	0.8903
0.1335	8.9843	1716	0.8081	0.1852	0.8081	0.8989
0.1335	8.9948	1718	0.8265	0.1852	0.8265	0.9091
0.1335	9.0052	1720	0.8586	0.0610	0.8586	0.9266
0.1335	9.0157	1722	0.8949	-0.1808	0.8949	0.9460
0.1335	9.0262	1724	0.9189	-0.1808	0.9189	0.9586
0.1335	9.0366	1726	0.9313	-0.1808	0.9313	0.9650
0.1335	9.0471	1728	0.9352	-0.1808	0.9352	0.9671
0.1335	9.0576	1730	0.9321	-0.1808	0.9321	0.9655
0.1335	9.0681	1732	0.9301	-0.1808	0.9301	0.9644
0.1335	9.0785	1734	0.9131	-0.1808	0.9131	0.9555
0.1335	9.0890	1736	0.8887	0.0610	0.8887	0.9427
0.1335	9.0995	1738	0.8744	0.0610	0.8744	0.9351
0.1335	9.1099	1740	0.8671	0.0610	0.8671	0.9312
0.1335	9.1204	1742	0.8634	0.0610	0.8634	0.9292
0.1335	9.1309	1744	0.8729	0.0610	0.8729	0.9343
0.1335	9.1414	1746	0.8808	0.0610	0.8808	0.9385
0.1335	9.1518	1748	0.8821	0.0610	0.8821	0.9392
0.1335	9.1623	1750	0.8803	0.0610	0.8803	0.9382
0.1335	9.1728	1752	0.8711	0.0610	0.8711	0.9333
0.1335	9.1832	1754	0.8725	0.0610	0.8725	0.9341
0.1335	9.1937	1756	0.8724	0.0610	0.8724	0.9340
0.1335	9.2042	1758	0.8694	0.0610	0.8694	0.9324
0.1335	9.2147	1760	0.8672	0.0610	0.8672	0.9312
0.1335	9.2251	1762	0.8629	0.0610	0.8629	0.9289
0.1335	9.2356	1764	0.8657	0.0610	0.8657	0.9304
0.1335	9.2461	1766	0.8685	0.0610	0.8685	0.9319
0.1335	9.2565	1768	0.8824	0.0610	0.8824	0.9394
0.1335	9.2670	1770	0.8975	-0.1808	0.8975	0.9474
0.1335	9.2775	1772	0.9147	-0.1808	0.9147	0.9564
0.1335	9.2880	1774	0.9296	-0.1808	0.9296	0.9642
0.1335	9.2984	1776	0.9373	-0.1808	0.9373	0.9682
0.1335	9.3089	1778	0.9431	-0.1808	0.9431	0.9712
0.1335	9.3194	1780	0.9396	-0.1808	0.9396	0.9693
0.1335	9.3298	1782	0.9223	-0.1808	0.9223	0.9604
0.1335	9.3403	1784	0.9011	-0.1808	0.9011	0.9492
0.1335	9.3508	1786	0.8866	-0.1579	0.8866	0.9416
0.1335	9.3613	1788	0.8650	-0.1379	0.8650	0.9300
0.1335	9.3717	1790	0.8463	-0.1204	0.8463	0.9200
0.1335	9.3822	1792	0.8355	0.0788	0.8355	0.9140
0.1335	9.3927	1794	0.8245	0.1852	0.8245	0.9080
0.1335	9.4031	1796	0.8190	0.1852	0.8190	0.9050
0.1335	9.4136	1798	0.8182	0.1852	0.8182	0.9045
0.1335	9.4241	1800	0.8164	0.1852	0.8164	0.9035
0.1335	9.4346	1802	0.8166	0.1872	0.8166	0.9037
0.1335	9.4450	1804	0.8193	0.0737	0.8193	0.9052
0.1335	9.4555	1806	0.8230	0.0737	0.8230	0.9072
0.1335	9.4660	1808	0.8321	0.0610	0.8321	0.9122
0.1335	9.4764	1810	0.8477	0.0610	0.8477	0.9207
0.1335	9.4869	1812	0.8561	0.0610	0.8561	0.9252
0.1335	9.4974	1814	0.8599	0.0610	0.8599	0.9273
0.1335	9.5079	1816	0.8629	0.0610	0.8629	0.9289
0.1335	9.5183	1818	0.8681	0.0610	0.8681	0.9317
0.1335	9.5288	1820	0.8663	0.0610	0.8663	0.9308
0.1335	9.5393	1822	0.8655	0.0610	0.8655	0.9303
0.1335	9.5497	1824	0.8622	0.0610	0.8622	0.9286
0.1335	9.5602	1826	0.8644	0.0610	0.8644	0.9297
0.1335	9.5707	1828	0.8613	0.0610	0.8613	0.9281
0.1335	9.5812	1830	0.8530	0.0610	0.8530	0.9236
0.1335	9.5916	1832	0.8421	0.0610	0.8421	0.9177
0.1335	9.6021	1834	0.8269	0.0610	0.8269	0.9093
0.1335	9.6126	1836	0.8111	0.0610	0.8111	0.9006
0.1335	9.6230	1838	0.7957	0.1987	0.7957	0.8920
0.1335	9.6335	1840	0.7830	0.1987	0.7830	0.8848
0.1335	9.6440	1842	0.7766	0.1951	0.7766	0.8813
0.1335	9.6545	1844	0.7766	0.1951	0.7766	0.8812
0.1335	9.6649	1846	0.7789	0.1951	0.7789	0.8826
0.1335	9.6754	1848	0.7840	0.1951	0.7840	0.8854
0.1335	9.6859	1850	0.7892	0.1951	0.7892	0.8884
0.1335	9.6963	1852	0.7948	0.1951	0.7948	0.8915
0.1335	9.7068	1854	0.8024	0.1987	0.8024	0.8958
0.1335	9.7173	1856	0.8113	0.0610	0.8113	0.9007
0.1335	9.7277	1858	0.8228	0.0610	0.8228	0.9071
0.1335	9.7382	1860	0.8307	0.0610	0.8307	0.9114
0.1335	9.7487	1862	0.8382	0.0610	0.8382	0.9156
0.1335	9.7592	1864	0.8444	0.0610	0.8444	0.9189
0.1335	9.7696	1866	0.8466	0.0610	0.8466	0.9201
0.1335	9.7801	1868	0.8461	0.0610	0.8461	0.9199
0.1335	9.7906	1870	0.8433	0.0610	0.8433	0.9183
0.1335	9.8010	1872	0.8393	0.0610	0.8393	0.9161
0.1335	9.8115	1874	0.8355	0.0610	0.8355	0.9140
0.1335	9.8220	1876	0.8342	0.0610	0.8342	0.9133
0.1335	9.8325	1878	0.8352	0.0610	0.8352	0.9139
0.1335	9.8429	1880	0.8370	0.0610	0.8370	0.9149
0.1335	9.8534	1882	0.8386	0.0610	0.8386	0.9158
0.1335	9.8639	1884	0.8383	0.0610	0.8383	0.9156
0.1335	9.8743	1886	0.8370	0.0610	0.8370	0.9149
0.1335	9.8848	1888	0.8364	0.0610	0.8364	0.9145
0.1335	9.8953	1890	0.8352	0.0610	0.8352	0.9139
0.1335	9.9058	1892	0.8348	0.0610	0.8348	0.9137
0.1335	9.9162	1894	0.8358	0.0610	0.8358	0.9142
0.1335	9.9267	1896	0.8363	0.0610	0.8363	0.9145
0.1335	9.9372	1898	0.8363	0.0610	0.8363	0.9145
0.1335	9.9476	1900	0.8360	0.0610	0.8360	0.9143
0.1335	9.9581	1902	0.8360	0.0610	0.8360	0.9143
0.1335	9.9686	1904	0.8354	0.0610	0.8354	0.9140
0.1335	9.9791	1906	0.8351	0.0610	0.8351	0.9139
0.1335	9.9895	1908	0.8352	0.0610	0.8352	0.9139
0.1335	10.0	1910	0.8353	0.0610	0.8353	0.9139

Framework versions

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