Arabic_FineTuningAraBERT_AugV0_k35_task1_organization_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: 0.8165
• Qwk: 0.6154
• Mse: 0.8165
• Rmse: 0.9036

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	0.0096	2	4.9476	0.0512	4.9476	2.2243
No log	0.0192	4	2.6412	0.1663	2.6412	1.6252
No log	0.0288	6	2.0797	-0.0383	2.0797	1.4421
No log	0.0385	8	1.5693	0.0466	1.5693	1.2527
No log	0.0481	10	1.2684	0.1621	1.2684	1.1262
No log	0.0577	12	1.3634	0.2668	1.3634	1.1677
No log	0.0673	14	1.3655	0.2472	1.3655	1.1685
No log	0.0769	16	1.4302	0.1455	1.4302	1.1959
No log	0.0865	18	1.4355	0.2974	1.4355	1.1981
No log	0.0962	20	1.3970	0.2705	1.3970	1.1819
No log	0.1058	22	1.3039	0.1642	1.3039	1.1419
No log	0.1154	24	1.2303	0.1642	1.2303	1.1092
No log	0.125	26	1.2845	0.1429	1.2845	1.1334
No log	0.1346	28	1.6543	0.1409	1.6543	1.2862
No log	0.1442	30	1.3714	0.1500	1.3714	1.1710
No log	0.1538	32	1.1800	0.2454	1.1800	1.0863
No log	0.1635	34	1.2278	0.3778	1.2278	1.1081
No log	0.1731	36	1.2133	0.2991	1.2133	1.1015
No log	0.1827	38	1.1965	0.2145	1.1965	1.0938
No log	0.1923	40	1.2008	0.2857	1.2008	1.0958
No log	0.2019	42	1.0821	0.1370	1.0821	1.0402
No log	0.2115	44	0.9961	0.2184	0.9961	0.9981
No log	0.2212	46	1.0224	0.4571	1.0224	1.0111
No log	0.2308	48	0.9790	0.5015	0.9790	0.9894
No log	0.2404	50	0.8340	0.6395	0.8340	0.9132
No log	0.25	52	0.7992	0.5805	0.7992	0.8940
No log	0.2596	54	0.8256	0.5993	0.8256	0.9087
No log	0.2692	56	0.8643	0.3243	0.8643	0.9297
No log	0.2788	58	0.9571	0.5927	0.9571	0.9783
No log	0.2885	60	1.1774	0.5204	1.1774	1.0851
No log	0.2981	62	1.2425	0.4143	1.2425	1.1147
No log	0.3077	64	1.0762	0.4990	1.0762	1.0374
No log	0.3173	66	0.9888	0.4284	0.9888	0.9944
No log	0.3269	68	1.0028	0.4793	1.0028	1.0014
No log	0.3365	70	0.9760	0.4028	0.9760	0.9879
No log	0.3462	72	0.9461	0.4068	0.9461	0.9727
No log	0.3558	74	0.9450	0.4312	0.9450	0.9721
No log	0.3654	76	0.9909	0.3824	0.9909	0.9955
No log	0.375	78	1.0053	0.4068	1.0053	1.0027
No log	0.3846	80	0.9991	0.3478	0.9991	0.9996
No log	0.3942	82	0.9760	0.4555	0.9760	0.9879
No log	0.4038	84	0.9854	0.4312	0.9854	0.9927
No log	0.4135	86	0.9301	0.4555	0.9301	0.9644
No log	0.4231	88	0.8408	0.4539	0.8408	0.9170
No log	0.4327	90	0.7949	0.5553	0.7949	0.8916
No log	0.4423	92	0.7411	0.5039	0.7411	0.8608
No log	0.4519	94	0.8249	0.5804	0.8249	0.9083
No log	0.4615	96	1.1657	0.5166	1.1657	1.0797
No log	0.4712	98	1.2228	0.5	1.2228	1.1058
No log	0.4808	100	0.9120	0.5804	0.9120	0.9550
No log	0.4904	102	0.7649	0.5458	0.7649	0.8746
No log	0.5	104	0.7800	0.6550	0.7800	0.8832
No log	0.5096	106	0.7932	0.6543	0.7932	0.8906
No log	0.5192	108	0.9178	0.5426	0.9178	0.9580
No log	0.5288	110	1.0761	0.5376	1.0761	1.0373
No log	0.5385	112	1.0231	0.5376	1.0231	1.0115
No log	0.5481	114	0.9003	0.5927	0.9003	0.9488
No log	0.5577	116	0.9310	0.3747	0.9310	0.9649
No log	0.5673	118	0.9240	0.3747	0.9240	0.9613
No log	0.5769	120	0.8794	0.5927	0.8794	0.9377
No log	0.5865	122	0.9307	0.5804	0.9307	0.9647
No log	0.5962	124	0.9072	0.5804	0.9072	0.9525
No log	0.6058	126	0.7779	0.6323	0.7779	0.8820
No log	0.6154	128	0.6719	0.7844	0.6719	0.8197
No log	0.625	130	0.6564	0.6988	0.6564	0.8102
No log	0.6346	132	0.6178	0.7844	0.6178	0.7860
No log	0.6442	134	0.6777	0.6356	0.6777	0.8232
No log	0.6538	136	0.6901	0.6356	0.6901	0.8307
No log	0.6635	138	0.7551	0.6161	0.7551	0.8690
No log	0.6731	140	0.7032	0.6812	0.7032	0.8386
No log	0.6827	142	0.7096	0.6543	0.7096	0.8424
No log	0.6923	144	0.7341	0.6812	0.7341	0.8568
No log	0.7019	146	0.7589	0.6476	0.7589	0.8711
No log	0.7115	148	0.7612	0.7194	0.7612	0.8725
No log	0.7212	150	0.7937	0.5059	0.7937	0.8909
No log	0.7308	152	0.7918	0.5059	0.7918	0.8899
No log	0.7404	154	0.8190	0.5714	0.8190	0.9050
No log	0.75	156	0.8868	0.6610	0.8868	0.9417
No log	0.7596	158	0.8389	0.6545	0.8389	0.9159
No log	0.7692	160	0.7186	0.6890	0.7186	0.8477
No log	0.7788	162	0.6737	0.6890	0.6737	0.8208
No log	0.7885	164	0.6371	0.7515	0.6371	0.7982
No log	0.7981	166	0.6546	0.6812	0.6546	0.8091
No log	0.8077	168	0.7270	0.6545	0.7270	0.8526
No log	0.8173	170	0.7829	0.6204	0.7829	0.8848
No log	0.8269	172	0.7538	0.6103	0.7538	0.8682
No log	0.8365	174	0.7912	0.6323	0.7912	0.8895
No log	0.8462	176	0.9239	0.5592	0.9239	0.9612
No log	0.8558	178	1.1807	0.4011	1.1807	1.0866
No log	0.8654	180	1.2385	0.4011	1.2385	1.1129
No log	0.875	182	1.0979	0.5592	1.0979	1.0478
No log	0.8846	184	0.9937	0.4324	0.9937	0.9968
No log	0.8942	186	0.9485	0.4028	0.9485	0.9739
No log	0.9038	188	0.9742	0.4015	0.9742	0.9870
No log	0.9135	190	1.0292	0.4802	1.0292	1.0145
No log	0.9231	192	1.0572	0.3747	1.0572	1.0282
No log	0.9327	194	1.1159	0.2668	1.1159	1.0564
No log	0.9423	196	1.2406	0.1600	1.2406	1.1138
No log	0.9519	198	1.4124	0.2134	1.4124	1.1885
No log	0.9615	200	1.4790	0.4143	1.4790	1.2161
No log	0.9712	202	1.4370	0.4172	1.4370	1.1988
No log	0.9808	204	1.2442	0.4379	1.2442	1.1154
No log	0.9904	206	1.1414	0.4379	1.1414	1.0684
No log	1.0	208	1.0513	0.5440	1.0513	1.0254
No log	1.0096	210	1.0082	0.5696	1.0082	1.0041
No log	1.0192	212	1.0417	0.5464	1.0417	1.0206
No log	1.0288	214	1.0829	0.5464	1.0829	1.0406
No log	1.0385	216	1.1721	0.5179	1.1721	1.0827
No log	1.0481	218	1.3049	0.4982	1.3049	1.1423
No log	1.0577	220	1.3158	0.4982	1.3158	1.1471
No log	1.0673	222	1.2368	0.4054	1.2368	1.1121
No log	1.0769	224	1.1076	0.3772	1.1076	1.0524
No log	1.0865	226	0.9766	0.4284	0.9766	0.9882
No log	1.0962	228	0.9434	0.4539	0.9434	0.9713
No log	1.1058	230	0.9671	0.5028	0.9671	0.9834
No log	1.1154	232	0.9557	0.5882	0.9557	0.9776
No log	1.125	234	0.8685	0.5927	0.8685	0.9319
No log	1.1346	236	0.8026	0.5927	0.8026	0.8959
No log	1.1442	238	0.7850	0.6316	0.7850	0.8860
No log	1.1538	240	0.8146	0.6257	0.8146	0.9025
No log	1.1635	242	0.9021	0.6257	0.9021	0.9498
No log	1.1731	244	0.8954	0.6257	0.8954	0.9462
No log	1.1827	246	0.8351	0.6323	0.8351	0.9138
No log	1.1923	248	0.8392	0.3949	0.8392	0.9161
No log	1.2019	250	0.8162	0.4627	0.8162	0.9034
No log	1.2115	252	0.7730	0.5664	0.7730	0.8792
No log	1.2212	254	0.7475	0.6272	0.7475	0.8646
No log	1.2308	256	0.7662	0.6616	0.7662	0.8753
No log	1.2404	258	0.9182	0.5769	0.9182	0.9582
No log	1.25	260	0.8949	0.5769	0.8949	0.9460
No log	1.2596	262	0.7695	0.5804	0.7695	0.8772
No log	1.2692	264	0.6352	0.6686	0.6352	0.7970
No log	1.2788	266	0.5973	0.6763	0.5973	0.7728
No log	1.2885	268	0.5930	0.7014	0.5930	0.7700
No log	1.2981	270	0.6710	0.6551	0.6710	0.8191
No log	1.3077	272	0.8186	0.5804	0.8186	0.9048
No log	1.3173	274	1.0523	0.5737	1.0523	1.0258
No log	1.3269	276	1.0831	0.5737	1.0831	1.0407
No log	1.3365	278	0.8619	0.5804	0.8619	0.9284
No log	1.3462	280	0.6459	0.6551	0.6459	0.8037
No log	1.3558	282	0.5943	0.7216	0.5943	0.7709
No log	1.3654	284	0.6369	0.7305	0.6369	0.7980
No log	1.375	286	0.7462	0.7095	0.7462	0.8638
No log	1.3846	288	0.9448	0.5804	0.9448	0.9720
No log	1.3942	290	1.0292	0.4790	1.0292	1.0145
No log	1.4038	292	1.0391	0.4790	1.0391	1.0194
No log	1.4135	294	1.0462	0.4790	1.0462	1.0228
No log	1.4231	296	1.0153	0.5396	1.0153	1.0076
No log	1.4327	298	0.8807	0.6257	0.8807	0.9384
No log	1.4423	300	0.8315	0.6469	0.8315	0.9119
No log	1.4519	302	0.8712	0.6008	0.8712	0.9334
No log	1.4615	304	0.9535	0.5769	0.9535	0.9765
No log	1.4712	306	0.9115	0.5769	0.9115	0.9547
No log	1.4808	308	0.7631	0.5973	0.7631	0.8736
No log	1.4904	310	0.6705	0.7014	0.6705	0.8189
No log	1.5	312	0.7113	0.7014	0.7113	0.8434
No log	1.5096	314	0.7939	0.6469	0.7939	0.8910
No log	1.5192	316	0.8653	0.6257	0.8653	0.9302
No log	1.5288	318	0.8537	0.5882	0.8537	0.9240
No log	1.5385	320	0.8061	0.6157	0.8061	0.8978
No log	1.5481	322	0.7495	0.6157	0.7495	0.8657
No log	1.5577	324	0.7290	0.6157	0.7290	0.8538
No log	1.5673	326	0.7922	0.6469	0.7922	0.8900
No log	1.5769	328	1.0102	0.5179	1.0102	1.0051
No log	1.5865	330	1.1733	0.4796	1.1733	1.0832
No log	1.5962	332	1.1396	0.4796	1.1396	1.0675
No log	1.6058	334	0.9464	0.5769	0.9464	0.9728
No log	1.6154	336	0.8086	0.6211	0.8086	0.8992
No log	1.625	338	0.7915	0.5263	0.7915	0.8897
No log	1.6346	340	0.7825	0.5944	0.7825	0.8846
No log	1.6442	342	0.7956	0.5263	0.7956	0.8919
No log	1.6538	344	0.8308	0.5270	0.8308	0.9115
No log	1.6635	346	0.8645	0.5270	0.8645	0.9298
No log	1.6731	348	0.8953	0.6157	0.8953	0.9462
No log	1.6827	350	0.9183	0.5696	0.9183	0.9583
No log	1.6923	352	0.9342	0.6046	0.9342	0.9665
No log	1.7019	354	1.1149	0.5179	1.1149	1.0559
No log	1.7115	356	1.2572	0.5179	1.2572	1.1213
No log	1.7212	358	1.1807	0.5179	1.1807	1.0866
No log	1.7308	360	0.9931	0.5376	0.9931	0.9965
No log	1.7404	362	0.8301	0.5769	0.8301	0.9111
No log	1.75	364	0.7681	0.6680	0.7681	0.8764
No log	1.7596	366	0.8420	0.6545	0.8420	0.9176
No log	1.7692	368	0.9586	0.5376	0.9586	0.9791
No log	1.7788	370	0.9925	0.5376	0.9925	0.9962
No log	1.7885	372	0.9195	0.5376	0.9195	0.9589
No log	1.7981	374	0.8907	0.5376	0.8907	0.9438
No log	1.8077	376	0.9595	0.5376	0.9595	0.9796
No log	1.8173	378	0.9916	0.5376	0.9916	0.9958
No log	1.8269	380	0.9591	0.5600	0.9591	0.9793
No log	1.8365	382	0.9280	0.5227	0.9280	0.9633
No log	1.8462	384	0.8946	0.6103	0.8946	0.9459
No log	1.8558	386	0.8886	0.6103	0.8886	0.9426
No log	1.8654	388	0.8880	0.6053	0.8880	0.9424
No log	1.875	390	0.8623	0.6407	0.8623	0.9286
No log	1.8846	392	0.9878	0.5573	0.9878	0.9939
No log	1.8942	394	1.0929	0.4425	1.0929	1.0454
No log	1.9038	396	1.0989	0.4793	1.0989	1.0483
No log	1.9135	398	1.1486	0.4793	1.1486	1.0717
No log	1.9231	400	1.0484	0.4793	1.0484	1.0239
No log	1.9327	402	0.9135	0.5696	0.9135	0.9558
No log	1.9423	404	0.8556	0.5743	0.8556	0.9250
No log	1.9519	406	0.8354	0.5753	0.8354	0.9140
No log	1.9615	408	0.8325	0.5935	0.8325	0.9124
No log	1.9712	410	0.8867	0.5927	0.8867	0.9417
No log	1.9808	412	0.9186	0.6204	0.9186	0.9584
No log	1.9904	414	0.8832	0.6204	0.8832	0.9398
No log	2.0	416	0.8107	0.6469	0.8107	0.9004
No log	2.0096	418	0.7500	0.7188	0.7500	0.8660
No log	2.0192	420	0.7500	0.6839	0.7500	0.8660
No log	2.0288	422	0.7904	0.6536	0.7904	0.8891
No log	2.0385	424	0.8489	0.6469	0.8489	0.9214
No log	2.0481	426	0.8358	0.6469	0.8358	0.9142
No log	2.0577	428	0.8087	0.6157	0.8087	0.8993
No log	2.0673	430	0.8186	0.6157	0.8186	0.9048
No log	2.0769	432	0.8229	0.6536	0.8229	0.9072
No log	2.0865	434	0.8825	0.6046	0.8825	0.9394
No log	2.0962	436	0.9495	0.5573	0.9495	0.9744
No log	2.1058	438	0.9486	0.5769	0.9486	0.9740
No log	2.1154	440	0.8652	0.6204	0.8652	0.9302
No log	2.125	442	0.7188	0.6746	0.7188	0.8478
No log	2.1346	444	0.6525	0.7322	0.6525	0.8077
No log	2.1442	446	0.6397	0.7898	0.6397	0.7998
No log	2.1538	448	0.6862	0.6260	0.6862	0.8284
No log	2.1635	450	0.7538	0.6260	0.7538	0.8682
No log	2.1731	452	0.8129	0.6260	0.8129	0.9016
No log	2.1827	454	0.7878	0.6260	0.7878	0.8876
No log	2.1923	456	0.7372	0.6309	0.7372	0.8586
No log	2.2019	458	0.7472	0.5617	0.7472	0.8644
No log	2.2115	460	0.7998	0.5617	0.7998	0.8943
No log	2.2212	462	0.9019	0.5777	0.9019	0.9497
No log	2.2308	464	1.0106	0.5556	1.0106	1.0053
No log	2.2404	466	1.0278	0.5366	1.0278	1.0138
No log	2.25	468	0.9458	0.5744	0.9458	0.9725
No log	2.2596	470	0.8512	0.5744	0.8512	0.9226
No log	2.2692	472	0.7587	0.6746	0.7587	0.8710
No log	2.2788	474	0.7190	0.6824	0.7190	0.8479
No log	2.2885	476	0.6943	0.7520	0.6943	0.8333
No log	2.2981	478	0.6987	0.7520	0.6987	0.8359
No log	2.3077	480	0.7569	0.6563	0.7569	0.8700
No log	2.3173	482	0.7704	0.6563	0.7704	0.8777
No log	2.3269	484	0.7105	0.6394	0.7105	0.8429
No log	2.3365	486	0.6707	0.7520	0.6707	0.8190
No log	2.3462	488	0.6664	0.7520	0.6664	0.8163
No log	2.3558	490	0.6923	0.6945	0.6923	0.8321
No log	2.3654	492	0.7184	0.7134	0.7184	0.8476
No log	2.375	494	0.7624	0.6616	0.7624	0.8732
No log	2.3846	496	0.8180	0.6680	0.8180	0.9044
No log	2.3942	498	0.8676	0.5965	0.8676	0.9314
0.3135	2.4038	500	0.9238	0.5376	0.9238	0.9611
0.3135	2.4135	502	0.9235	0.5376	0.9235	0.9610
0.3135	2.4231	504	0.9168	0.5376	0.9168	0.9575
0.3135	2.4327	506	0.9102	0.5376	0.9102	0.9541
0.3135	2.4423	508	0.9195	0.5376	0.9195	0.9589
0.3135	2.4519	510	0.8762	0.5573	0.8762	0.9361
0.3135	2.4615	512	0.9111	0.5573	0.9111	0.9545
0.3135	2.4712	514	0.8998	0.5769	0.8998	0.9486
0.3135	2.4808	516	0.9423	0.5573	0.9423	0.9707
0.3135	2.4904	518	1.0306	0.5573	1.0306	1.0152
0.3135	2.5	520	1.0864	0.4987	1.0864	1.0423
0.3135	2.5096	522	1.0817	0.4987	1.0817	1.0400
0.3135	2.5192	524	0.9843	0.5177	0.9843	0.9921
0.3135	2.5288	526	0.8204	0.5769	0.8204	0.9058
0.3135	2.5385	528	0.7027	0.7095	0.7027	0.8383
0.3135	2.5481	530	0.7172	0.6469	0.7172	0.8468
0.3135	2.5577	532	0.8038	0.5804	0.8038	0.8965
0.3135	2.5673	534	0.9235	0.5177	0.9235	0.9610
0.3135	2.5769	536	0.9404	0.5177	0.9404	0.9697
0.3135	2.5865	538	0.8593	0.5600	0.8593	0.9270
0.3135	2.5962	540	0.7589	0.6157	0.7589	0.8711
0.3135	2.6058	542	0.7044	0.7118	0.7044	0.8393
0.3135	2.6154	544	0.6871	0.6503	0.6871	0.8289
0.3135	2.625	546	0.6613	0.7823	0.6613	0.8132
0.3135	2.6346	548	0.6568	0.7226	0.6568	0.8104
0.3135	2.6442	550	0.7550	0.6616	0.7550	0.8689
0.3135	2.6538	552	0.8417	0.6616	0.8417	0.9174
0.3135	2.6635	554	0.8076	0.6616	0.8076	0.8987
0.3135	2.6731	556	0.7357	0.6563	0.7357	0.8577
0.3135	2.6827	558	0.6737	0.7157	0.6737	0.8208
0.3135	2.6923	560	0.6557	0.7226	0.6557	0.8097
0.3135	2.7019	562	0.6685	0.7226	0.6685	0.8176
0.3135	2.7115	564	0.6806	0.7226	0.6806	0.8250
0.3135	2.7212	566	0.6926	0.7426	0.6926	0.8322
0.3135	2.7308	568	0.6997	0.7705	0.6997	0.8365
0.3135	2.7404	570	0.6598	0.7618	0.6598	0.8123
0.3135	2.75	572	0.6374	0.7937	0.6374	0.7984
0.3135	2.7596	574	0.6336	0.7937	0.6336	0.7960
0.3135	2.7692	576	0.6240	0.7823	0.6240	0.7899
0.3135	2.7788	578	0.6172	0.7823	0.6172	0.7856
0.3135	2.7885	580	0.6251	0.8412	0.6251	0.7906
0.3135	2.7981	582	0.6455	0.7322	0.6455	0.8034
0.3135	2.8077	584	0.7095	0.6303	0.7095	0.8423
0.3135	2.8173	586	0.7389	0.6303	0.7389	0.8596
0.3135	2.8269	588	0.7182	0.6934	0.7182	0.8474
0.3135	2.8365	590	0.7109	0.6934	0.7109	0.8432
0.3135	2.8462	592	0.7158	0.6356	0.7158	0.8461
0.3135	2.8558	594	0.7464	0.6303	0.7464	0.8639
0.3135	2.8654	596	0.7247	0.6303	0.7247	0.8513
0.3135	2.875	598	0.6955	0.6303	0.6955	0.8339
0.3135	2.8846	600	0.6854	0.6678	0.6854	0.8279
0.3135	2.8942	602	0.6817	0.7322	0.6817	0.8256
0.3135	2.9038	604	0.6932	0.7705	0.6932	0.8326
0.3135	2.9135	606	0.6787	0.7516	0.6787	0.8238
0.3135	2.9231	608	0.6634	0.7525	0.6634	0.8145
0.3135	2.9327	610	0.6620	0.7430	0.6620	0.8136
0.3135	2.9423	612	0.6727	0.7426	0.6727	0.8202
0.3135	2.9519	614	0.6712	0.7525	0.6712	0.8193
0.3135	2.9615	616	0.6771	0.7063	0.6771	0.8229
0.3135	2.9712	618	0.7003	0.7053	0.7003	0.8368
0.3135	2.9808	620	0.7489	0.6303	0.7489	0.8654
0.3135	2.9904	622	0.8281	0.5965	0.8281	0.9100
0.3135	3.0	624	0.9365	0.5573	0.9365	0.9677
0.3135	3.0096	626	0.9372	0.5376	0.9372	0.9681
0.3135	3.0192	628	0.8568	0.5661	0.8568	0.9256
0.3135	3.0288	630	0.8080	0.5927	0.8080	0.8989
0.3135	3.0385	632	0.8158	0.5927	0.8158	0.9032
0.3135	3.0481	634	0.8518	0.6046	0.8518	0.9229
0.3135	3.0577	636	0.9811	0.5573	0.9811	0.9905
0.3135	3.0673	638	1.1672	0.5179	1.1672	1.0804
0.3135	3.0769	640	1.2212	0.4234	1.2212	1.1051
0.3135	3.0865	642	1.1086	0.5179	1.1086	1.0529
0.3135	3.0962	644	0.9190	0.5573	0.9190	0.9587
0.3135	3.1058	646	0.7986	0.6000	0.7986	0.8937
0.3135	3.1154	648	0.7521	0.6204	0.7521	0.8672
0.3135	3.125	650	0.7857	0.5573	0.7857	0.8864
0.3135	3.1346	652	0.8608	0.5573	0.8608	0.9278
0.3135	3.1442	654	0.8845	0.6065	0.8845	0.9405
0.3135	3.1538	656	0.9357	0.6065	0.9357	0.9673
0.3135	3.1635	658	0.9573	0.6065	0.9573	0.9784
0.3135	3.1731	660	0.9201	0.6065	0.9201	0.9592
0.3135	3.1827	662	0.8350	0.6247	0.8350	0.9138
0.3135	3.1923	664	0.7878	0.6429	0.7878	0.8876
0.3135	3.2019	666	0.7601	0.6545	0.7601	0.8719
0.3135	3.2115	668	0.7572	0.6545	0.7572	0.8702
0.3135	3.2212	670	0.7938	0.5965	0.7938	0.8910
0.3135	3.2308	672	0.8244	0.5965	0.8244	0.9080
0.3135	3.2404	674	0.8331	0.5965	0.8331	0.9127
0.3135	3.25	676	0.8625	0.5965	0.8625	0.9287
0.3135	3.2596	678	0.8681	0.5965	0.8681	0.9317
0.3135	3.2692	680	0.8147	0.5965	0.8147	0.9026
0.3135	3.2788	682	0.7500	0.5965	0.7500	0.8660
0.3135	3.2885	684	0.7060	0.6610	0.7060	0.8402
0.3135	3.2981	686	0.6833	0.7211	0.6833	0.8266
0.3135	3.3077	688	0.6883	0.7211	0.6883	0.8297
0.3135	3.3173	690	0.7027	0.6610	0.7027	0.8383
0.3135	3.3269	692	0.7675	0.5965	0.7675	0.8761
0.3135	3.3365	694	0.8488	0.5965	0.8488	0.9213
0.3135	3.3462	696	0.8570	0.5965	0.8570	0.9257
0.3135	3.3558	698	0.8088	0.5965	0.8088	0.8993
0.3135	3.3654	700	0.7305	0.5965	0.7305	0.8547
0.3135	3.375	702	0.6364	0.7626	0.6364	0.7977
0.3135	3.3846	704	0.6118	0.7296	0.6118	0.7822
0.3135	3.3942	706	0.6143	0.7296	0.6143	0.7838
0.3135	3.4038	708	0.6264	0.7626	0.6264	0.7914
0.3135	3.4135	710	0.6590	0.7609	0.6590	0.8118
0.3135	3.4231	712	0.7245	0.5965	0.7245	0.8512
0.3135	3.4327	714	0.7699	0.5965	0.7699	0.8775
0.3135	3.4423	716	0.7467	0.5965	0.7467	0.8641
0.3135	3.4519	718	0.7119	0.5965	0.7119	0.8438
0.3135	3.4615	720	0.7078	0.5965	0.7078	0.8413
0.3135	3.4712	722	0.7170	0.5965	0.7170	0.8468
0.3135	3.4808	724	0.7096	0.6545	0.7096	0.8424
0.3135	3.4904	726	0.6365	0.7123	0.6365	0.7978
0.3135	3.5	728	0.5924	0.7014	0.5924	0.7696
0.3135	3.5096	730	0.5834	0.7515	0.5834	0.7638
0.3135	3.5192	732	0.5975	0.7123	0.5975	0.7730
0.3135	3.5288	734	0.6456	0.6545	0.6456	0.8035
0.3135	3.5385	736	0.6527	0.6545	0.6527	0.8079
0.3135	3.5481	738	0.6544	0.7840	0.6544	0.8089
0.3135	3.5577	740	0.6486	0.7519	0.6486	0.8054
0.3135	3.5673	742	0.6504	0.7519	0.6504	0.8065
0.3135	3.5769	744	0.6925	0.6536	0.6925	0.8321
0.3135	3.5865	746	0.7708	0.6407	0.7708	0.8779
0.3135	3.5962	748	0.8107	0.6407	0.8107	0.9004
0.3135	3.6058	750	0.7930	0.6407	0.7930	0.8905
0.3135	3.6154	752	0.7362	0.6157	0.7362	0.8580
0.3135	3.625	754	0.6787	0.6839	0.6787	0.8239
0.3135	3.6346	756	0.6413	0.6839	0.6413	0.8008
0.3135	3.6442	758	0.6240	0.6839	0.6240	0.7900
0.3135	3.6538	760	0.6444	0.7095	0.6444	0.8027
0.3135	3.6635	762	0.6952	0.6545	0.6952	0.8338
0.3135	3.6731	764	0.7602	0.5965	0.7602	0.8719
0.3135	3.6827	766	0.7642	0.5965	0.7642	0.8742
0.3135	3.6923	768	0.7554	0.5965	0.7554	0.8691
0.3135	3.7019	770	0.7571	0.5965	0.7571	0.8701
0.3135	3.7115	772	0.7684	0.5965	0.7684	0.8766
0.3135	3.7212	774	0.7614	0.7095	0.7614	0.8726
0.3135	3.7308	776	0.7389	0.7095	0.7389	0.8596
0.3135	3.7404	778	0.7465	0.6756	0.7465	0.8640
0.3135	3.75	780	0.7384	0.7095	0.7384	0.8593
0.3135	3.7596	782	0.7246	0.6756	0.7246	0.8512
0.3135	3.7692	784	0.7325	0.6839	0.7325	0.8558
0.3135	3.7788	786	0.7524	0.6839	0.7524	0.8674
0.3135	3.7885	788	0.7785	0.6839	0.7785	0.8823
0.3135	3.7981	790	0.7800	0.6839	0.7800	0.8832
0.3135	3.8077	792	0.7570	0.6839	0.7570	0.8700
0.3135	3.8173	794	0.7569	0.7095	0.7569	0.8700
0.3135	3.8269	796	0.7986	0.6407	0.7986	0.8936
0.3135	3.8365	798	0.8094	0.5965	0.8094	0.8997
0.3135	3.8462	800	0.8406	0.5573	0.8406	0.9168
0.3135	3.8558	802	0.8561	0.5573	0.8561	0.9252
0.3135	3.8654	804	0.8659	0.5573	0.8659	0.9305
0.3135	3.875	806	0.8488	0.5573	0.8488	0.9213
0.3135	3.8846	808	0.8358	0.5573	0.8358	0.9142
0.3135	3.8942	810	0.8060	0.5769	0.8060	0.8977
0.3135	3.9038	812	0.7152	0.6407	0.7152	0.8457
0.3135	3.9135	814	0.6225	0.7188	0.6225	0.7890
0.3135	3.9231	816	0.6011	0.7188	0.6011	0.7753
0.3135	3.9327	818	0.6377	0.7009	0.6377	0.7986
0.3135	3.9423	820	0.6598	0.7009	0.6598	0.8123
0.3135	3.9519	822	0.6812	0.7009	0.6812	0.8254
0.3135	3.9615	824	0.7400	0.5965	0.7400	0.8602
0.3135	3.9712	826	0.7504	0.6407	0.7504	0.8663
0.3135	3.9808	828	0.7629	0.6407	0.7629	0.8734
0.3135	3.9904	830	0.7893	0.6407	0.7893	0.8884
0.3135	4.0	832	0.7509	0.6469	0.7509	0.8665
0.3135	4.0096	834	0.6696	0.7188	0.6696	0.8183
0.3135	4.0192	836	0.6118	0.6839	0.6118	0.7822
0.3135	4.0288	838	0.5806	0.7188	0.5806	0.7620
0.3135	4.0385	840	0.5753	0.7188	0.5753	0.7585
0.3135	4.0481	842	0.5978	0.7095	0.5978	0.7732
0.3135	4.0577	844	0.6356	0.7095	0.6356	0.7973
0.3135	4.0673	846	0.6567	0.6407	0.6567	0.8104
0.3135	4.0769	848	0.6947	0.6407	0.6947	0.8335
0.3135	4.0865	850	0.7134	0.6407	0.7134	0.8446
0.3135	4.0962	852	0.6936	0.6469	0.6936	0.8328
0.3135	4.1058	854	0.7028	0.6469	0.7028	0.8383
0.3135	4.1154	856	0.6926	0.6536	0.6926	0.8322
0.3135	4.125	858	0.6865	0.6157	0.6865	0.8285
0.3135	4.1346	860	0.7056	0.6157	0.7056	0.8400
0.3135	4.1442	862	0.7245	0.6469	0.7245	0.8512
0.3135	4.1538	864	0.7903	0.6407	0.7903	0.8890
0.3135	4.1635	866	0.8126	0.6407	0.8126	0.9014
0.3135	4.1731	868	0.7671	0.6407	0.7671	0.8758
0.3135	4.1827	870	0.7578	0.5965	0.7578	0.8705
0.3135	4.1923	872	0.6719	0.6407	0.6719	0.8197
0.3135	4.2019	874	0.6003	0.7789	0.6003	0.7748
0.3135	4.2115	876	0.5796	0.7819	0.5796	0.7613
0.3135	4.2212	878	0.5859	0.7226	0.5859	0.7654
0.3135	4.2308	880	0.5902	0.6903	0.5902	0.7682
0.3135	4.2404	882	0.5998	0.7626	0.5998	0.7745
0.3135	4.25	884	0.6807	0.6407	0.6807	0.8251
0.3135	4.2596	886	0.7846	0.6204	0.7846	0.8858
0.3135	4.2692	888	0.8359	0.6000	0.8359	0.9143
0.3135	4.2788	890	0.8527	0.6000	0.8527	0.9234
0.3135	4.2885	892	0.7774	0.6407	0.7774	0.8817
0.3135	4.2981	894	0.7377	0.6407	0.7377	0.8589
0.3135	4.3077	896	0.7435	0.6407	0.7435	0.8623
0.3135	4.3173	898	0.7783	0.6407	0.7783	0.8822
0.3135	4.3269	900	0.8558	0.5573	0.8558	0.9251
0.3135	4.3365	902	0.8877	0.5573	0.8877	0.9422
0.3135	4.3462	904	0.8273	0.5965	0.8273	0.9095
0.3135	4.3558	906	0.7646	0.5965	0.7646	0.8744
0.3135	4.3654	908	0.6472	0.7009	0.6472	0.8045
0.3135	4.375	910	0.5791	0.7724	0.5791	0.7610
0.3135	4.3846	912	0.5838	0.7840	0.5838	0.7641
0.3135	4.3942	914	0.6134	0.7840	0.6134	0.7832
0.3135	4.4038	916	0.6791	0.6536	0.6791	0.8241
0.3135	4.4135	918	0.7746	0.6000	0.7746	0.8801
0.3135	4.4231	920	0.8840	0.6000	0.8840	0.9402
0.3135	4.4327	922	0.9733	0.5573	0.9733	0.9866
0.3135	4.4423	924	1.0065	0.5573	1.0065	1.0032
0.3135	4.4519	926	0.9669	0.5573	0.9669	0.9833
0.3135	4.4615	928	0.8355	0.6000	0.8355	0.9140
0.3135	4.4712	930	0.6890	0.6257	0.6890	0.8301
0.3135	4.4808	932	0.6432	0.7188	0.6432	0.8020
0.3135	4.4904	934	0.6416	0.7009	0.6416	0.8010
0.3135	4.5	936	0.6782	0.7009	0.6782	0.8235
0.3135	4.5096	938	0.7202	0.6545	0.7202	0.8486
0.3135	4.5192	940	0.7863	0.5965	0.7863	0.8867
0.3135	4.5288	942	0.7774	0.5965	0.7774	0.8817
0.3135	4.5385	944	0.7412	0.5965	0.7412	0.8610
0.3135	4.5481	946	0.6865	0.6934	0.6865	0.8286
0.3135	4.5577	948	0.6381	0.6934	0.6381	0.7988
0.3135	4.5673	950	0.6598	0.7188	0.6598	0.8123
0.3135	4.5769	952	0.7077	0.6407	0.7077	0.8413
0.3135	4.5865	954	0.7923	0.6000	0.7923	0.8901
0.3135	4.5962	956	0.8981	0.5573	0.8981	0.9477
0.3135	4.6058	958	0.9831	0.5376	0.9831	0.9915
0.3135	4.6154	960	0.9461	0.5376	0.9461	0.9727
0.3135	4.625	962	0.8468	0.5769	0.8468	0.9202
0.3135	4.6346	964	0.7564	0.5965	0.7564	0.8697
0.3135	4.6442	966	0.6767	0.7234	0.6767	0.8226
0.3135	4.6538	968	0.6365	0.7417	0.6365	0.7978
0.3135	4.6635	970	0.6304	0.7101	0.6304	0.7940
0.3135	4.6731	972	0.6662	0.7014	0.6662	0.8162
0.3135	4.6827	974	0.7414	0.5769	0.7414	0.8611
0.3135	4.6923	976	0.8593	0.5573	0.8593	0.9270
0.3135	4.7019	978	0.9508	0.5376	0.9508	0.9751
0.3135	4.7115	980	0.9861	0.5376	0.9861	0.9930
0.3135	4.7212	982	0.9002	0.5573	0.9002	0.9488
0.3135	4.7308	984	0.7396	0.6154	0.7396	0.8600
0.3135	4.7404	986	0.6087	0.7101	0.6087	0.7802
0.3135	4.75	988	0.5695	0.7101	0.5695	0.7546
0.3135	4.7596	990	0.5769	0.6763	0.5769	0.7595
0.3135	4.7692	992	0.6043	0.6839	0.6043	0.7774
0.3135	4.7788	994	0.6822	0.6969	0.6822	0.8260
0.3135	4.7885	996	0.8328	0.6095	0.8328	0.9126
0.3135	4.7981	998	0.9524	0.6046	0.9524	0.9759
0.1294	4.8077	1000	0.9983	0.6046	0.9983	0.9991
0.1294	4.8173	1002	0.9635	0.6095	0.9635	0.9816
0.1294	4.8269	1004	0.8873	0.6095	0.8873	0.9419
0.1294	4.8365	1006	0.8469	0.6095	0.8469	0.9203
0.1294	4.8462	1008	0.8772	0.6046	0.8772	0.9366
0.1294	4.8558	1010	0.9839	0.5573	0.9839	0.9919
0.1294	4.8654	1012	1.0384	0.5573	1.0384	1.0190
0.1294	4.875	1014	1.0408	0.5573	1.0408	1.0202
0.1294	4.8846	1016	0.9946	0.5573	0.9946	0.9973
0.1294	4.8942	1018	0.9426	0.5573	0.9426	0.9709
0.1294	4.9038	1020	0.8575	0.5573	0.8575	0.9260
0.1294	4.9135	1022	0.8512	0.6046	0.8512	0.9226
0.1294	4.9231	1024	0.8313	0.6095	0.8313	0.9118
0.1294	4.9327	1026	0.8204	0.6095	0.8204	0.9057
0.1294	4.9423	1028	0.8053	0.6749	0.8053	0.8974
0.1294	4.9519	1030	0.7960	0.6749	0.7960	0.8922
0.1294	4.9615	1032	0.8236	0.6095	0.8236	0.9075
0.1294	4.9712	1034	0.8725	0.5573	0.8725	0.9341
0.1294	4.9808	1036	0.9888	0.5573	0.9888	0.9944
0.1294	4.9904	1038	1.0557	0.5573	1.0557	1.0275
0.1294	5.0	1040	1.0700	0.5177	1.0700	1.0344
0.1294	5.0096	1042	0.9651	0.5573	0.9651	0.9824
0.1294	5.0192	1044	0.8142	0.6154	0.8142	0.9023
0.1294	5.0288	1046	0.7198	0.6545	0.7198	0.8484
0.1294	5.0385	1048	0.6824	0.6740	0.6824	0.8261
0.1294	5.0481	1050	0.6469	0.6934	0.6469	0.8043
0.1294	5.0577	1052	0.6219	0.6420	0.6219	0.7886
0.1294	5.0673	1054	0.6236	0.6982	0.6236	0.7897
0.1294	5.0769	1056	0.6337	0.6982	0.6337	0.7960
0.1294	5.0865	1058	0.6623	0.7515	0.6623	0.8138
0.1294	5.0962	1060	0.7460	0.6154	0.7460	0.8637
0.1294	5.1058	1062	0.8460	0.6154	0.8460	0.9198
0.1294	5.1154	1064	0.9256	0.5573	0.9256	0.9621
0.1294	5.125	1066	0.8860	0.5573	0.8860	0.9413
0.1294	5.1346	1068	0.7749	0.6154	0.7749	0.8803
0.1294	5.1442	1070	0.6654	0.6890	0.6654	0.8157
0.1294	5.1538	1072	0.6258	0.6557	0.6258	0.7911
0.1294	5.1635	1074	0.6280	0.6557	0.6280	0.7925
0.1294	5.1731	1076	0.6255	0.72	0.6255	0.7909
0.1294	5.1827	1078	0.6369	0.7520	0.6369	0.7980
0.1294	5.1923	1080	0.6654	0.7095	0.6654	0.8157
0.1294	5.2019	1082	0.6828	0.7009	0.6828	0.8263
0.1294	5.2115	1084	0.6811	0.6545	0.6811	0.8253
0.1294	5.2212	1086	0.6709	0.6491	0.6709	0.8191
0.1294	5.2308	1088	0.6864	0.6491	0.6864	0.8285
0.1294	5.2404	1090	0.6822	0.6491	0.6822	0.8260
0.1294	5.25	1092	0.6745	0.6491	0.6745	0.8213
0.1294	5.2596	1094	0.6988	0.6491	0.6988	0.8359
0.1294	5.2692	1096	0.7535	0.5965	0.7535	0.8680
0.1294	5.2788	1098	0.7718	0.5965	0.7718	0.8785
0.1294	5.2885	1100	0.7515	0.5965	0.7515	0.8669
0.1294	5.2981	1102	0.7345	0.5965	0.7345	0.8570
0.1294	5.3077	1104	0.7525	0.5769	0.7525	0.8675
0.1294	5.3173	1106	0.7402	0.5769	0.7402	0.8603
0.1294	5.3269	1108	0.7177	0.6257	0.7177	0.8471
0.1294	5.3365	1110	0.7172	0.5769	0.7172	0.8469
0.1294	5.3462	1112	0.7148	0.5769	0.7148	0.8454
0.1294	5.3558	1114	0.6908	0.6491	0.6908	0.8312
0.1294	5.3654	1116	0.6903	0.6491	0.6903	0.8308
0.1294	5.375	1118	0.7097	0.6491	0.7097	0.8424
0.1294	5.3846	1120	0.7086	0.6491	0.7086	0.8418
0.1294	5.3942	1122	0.6770	0.6491	0.6770	0.8228
0.1294	5.4038	1124	0.6729	0.6491	0.6729	0.8203
0.1294	5.4135	1126	0.6582	0.7009	0.6582	0.8113
0.1294	5.4231	1128	0.6520	0.7188	0.6520	0.8074
0.1294	5.4327	1130	0.6657	0.6884	0.6657	0.8159
0.1294	5.4423	1132	0.6616	0.6969	0.6616	0.8134
0.1294	5.4519	1134	0.6652	0.6884	0.6652	0.8156
0.1294	5.4615	1136	0.6654	0.6349	0.6654	0.8157
0.1294	5.4712	1138	0.7335	0.5573	0.7335	0.8564
0.1294	5.4808	1140	0.8258	0.5573	0.8258	0.9087
0.1294	5.4904	1142	0.8717	0.5573	0.8717	0.9337
0.1294	5.5	1144	0.8309	0.5573	0.8309	0.9115
0.1294	5.5096	1146	0.8014	0.5573	0.8014	0.8952
0.1294	5.5192	1148	0.7366	0.6154	0.7366	0.8583
0.1294	5.5288	1150	0.6663	0.6680	0.6663	0.8163
0.1294	5.5385	1152	0.6457	0.6476	0.6457	0.8036
0.1294	5.5481	1154	0.6814	0.6680	0.6814	0.8255
0.1294	5.5577	1156	0.7317	0.6154	0.7317	0.8554
0.1294	5.5673	1158	0.8298	0.5573	0.8298	0.9109
0.1294	5.5769	1160	0.9592	0.5573	0.9592	0.9794
0.1294	5.5865	1162	1.0623	0.5573	1.0623	1.0307
0.1294	5.5962	1164	1.0835	0.5376	1.0835	1.0409
0.1294	5.6058	1166	1.0312	0.5573	1.0312	1.0155
0.1294	5.6154	1168	0.8855	0.5573	0.8855	0.9410
0.1294	5.625	1170	0.7268	0.6673	0.7268	0.8525
0.1294	5.6346	1172	0.6289	0.6749	0.6289	0.7930
0.1294	5.6442	1174	0.6038	0.6680	0.6038	0.7770
0.1294	5.6538	1176	0.6427	0.6161	0.6427	0.8017
0.1294	5.6635	1178	0.7179	0.6115	0.7179	0.8473
0.1294	5.6731	1180	0.7697	0.6115	0.7697	0.8773
0.1294	5.6827	1182	0.8077	0.6154	0.8077	0.8987
0.1294	5.6923	1184	0.7798	0.6115	0.7798	0.8831
0.1294	5.7019	1186	0.7476	0.6115	0.7476	0.8647
0.1294	5.7115	1188	0.7324	0.6115	0.7324	0.8558
0.1294	5.7212	1190	0.7279	0.6154	0.7279	0.8531
0.1294	5.7308	1192	0.7283	0.6204	0.7283	0.8534
0.1294	5.7404	1194	0.7538	0.6204	0.7538	0.8682
0.1294	5.75	1196	0.8115	0.6154	0.8115	0.9008
0.1294	5.7596	1198	0.8200	0.6154	0.8200	0.9055
0.1294	5.7692	1200	0.7791	0.6673	0.7791	0.8827
0.1294	5.7788	1202	0.7413	0.6673	0.7413	0.8610
0.1294	5.7885	1204	0.7384	0.6673	0.7384	0.8593
0.1294	5.7981	1206	0.8047	0.6204	0.8047	0.8970
0.1294	5.8077	1208	0.8822	0.5573	0.8822	0.9393
0.1294	5.8173	1210	0.9254	0.5573	0.9254	0.9620
0.1294	5.8269	1212	0.9585	0.5573	0.9585	0.9790
0.1294	5.8365	1214	0.9249	0.5573	0.9249	0.9617
0.1294	5.8462	1216	0.8186	0.5573	0.8186	0.9048
0.1294	5.8558	1218	0.7400	0.6115	0.7400	0.8602
0.1294	5.8654	1220	0.7354	0.6115	0.7354	0.8575
0.1294	5.875	1222	0.6854	0.6161	0.6854	0.8279
0.1294	5.8846	1224	0.6525	0.6161	0.6525	0.8078
0.1294	5.8942	1226	0.6505	0.6678	0.6505	0.8065
0.1294	5.9038	1228	0.6579	0.6678	0.6579	0.8111
0.1294	5.9135	1230	0.6883	0.6678	0.6883	0.8297
0.1294	5.9231	1232	0.6882	0.6678	0.6882	0.8296
0.1294	5.9327	1234	0.6679	0.6678	0.6679	0.8172
0.1294	5.9423	1236	0.6453	0.6977	0.6453	0.8033
0.1294	5.9519	1238	0.6089	0.7607	0.6089	0.7803
0.1294	5.9615	1240	0.6131	0.7607	0.6131	0.7830
0.1294	5.9712	1242	0.6096	0.7157	0.6096	0.7807
0.1294	5.9808	1244	0.6405	0.6977	0.6405	0.8003
0.1294	5.9904	1246	0.7081	0.6907	0.7081	0.8415
0.1294	6.0	1248	0.7735	0.5896	0.7735	0.8795
0.1294	6.0096	1250	0.8440	0.5896	0.8440	0.9187
0.1294	6.0192	1252	0.8848	0.5556	0.8848	0.9407
0.1294	6.0288	1254	0.8467	0.5556	0.8467	0.9202
0.1294	6.0385	1256	0.7605	0.6616	0.7605	0.8720
0.1294	6.0481	1258	0.7059	0.6616	0.7059	0.8402
0.1294	6.0577	1260	0.6459	0.7421	0.6459	0.8037
0.1294	6.0673	1262	0.6155	0.7516	0.6155	0.7846
0.1294	6.0769	1264	0.6071	0.7516	0.6071	0.7792
0.1294	6.0865	1266	0.6021	0.6890	0.6021	0.7760
0.1294	6.0962	1268	0.6290	0.6890	0.6290	0.7931
0.1294	6.1058	1270	0.6689	0.6680	0.6689	0.8179
0.1294	6.1154	1272	0.7078	0.6603	0.7078	0.8413
0.1294	6.125	1274	0.7827	0.5573	0.7827	0.8847
0.1294	6.1346	1276	0.8349	0.5573	0.8349	0.9137
0.1294	6.1442	1278	0.8537	0.5573	0.8537	0.9240
0.1294	6.1538	1280	0.8357	0.5573	0.8357	0.9141
0.1294	6.1635	1282	0.8104	0.5573	0.8104	0.9002
0.1294	6.1731	1284	0.8188	0.5573	0.8188	0.9049
0.1294	6.1827	1286	0.8525	0.5573	0.8525	0.9233
0.1294	6.1923	1288	0.8873	0.5573	0.8873	0.9420
0.1294	6.2019	1290	0.8947	0.5573	0.8947	0.9459
0.1294	6.2115	1292	0.8643	0.5573	0.8643	0.9297
0.1294	6.2212	1294	0.7738	0.6046	0.7738	0.8797
0.1294	6.2308	1296	0.7267	0.6095	0.7267	0.8525
0.1294	6.2404	1298	0.6799	0.6749	0.6799	0.8246
0.1294	6.25	1300	0.6284	0.6749	0.6284	0.7927
0.1294	6.2596	1302	0.5698	0.6890	0.5698	0.7549
0.1294	6.2692	1304	0.5366	0.6763	0.5366	0.7325
0.1294	6.2788	1306	0.5224	0.7226	0.5224	0.7228
0.1294	6.2885	1308	0.5222	0.7823	0.5222	0.7227
0.1294	6.2981	1310	0.5309	0.7422	0.5309	0.7287
0.1294	6.3077	1312	0.5491	0.6543	0.5491	0.7410
0.1294	6.3173	1314	0.5666	0.6543	0.5666	0.7527
0.1294	6.3269	1316	0.5914	0.6680	0.5914	0.7690
0.1294	6.3365	1318	0.6187	0.6680	0.6187	0.7865
0.1294	6.3462	1320	0.6404	0.6749	0.6404	0.8003
0.1294	6.3558	1322	0.6724	0.6749	0.6724	0.8200
0.1294	6.3654	1324	0.6574	0.6749	0.6574	0.8108
0.1294	6.375	1326	0.6636	0.6749	0.6636	0.8146
0.1294	6.3846	1328	0.6730	0.6749	0.6730	0.8203
0.1294	6.3942	1330	0.6783	0.6929	0.6783	0.8236
0.1294	6.4038	1332	0.6976	0.6485	0.6976	0.8352
0.1294	6.4135	1334	0.6930	0.6435	0.6930	0.8324
0.1294	6.4231	1336	0.7076	0.6435	0.7076	0.8412
0.1294	6.4327	1338	0.7074	0.6435	0.7074	0.8411
0.1294	6.4423	1340	0.6633	0.6907	0.6633	0.8144
0.1294	6.4519	1342	0.6439	0.6907	0.6439	0.8025
0.1294	6.4615	1344	0.6565	0.6907	0.6565	0.8103
0.1294	6.4712	1346	0.6439	0.6977	0.6439	0.8024
0.1294	6.4808	1348	0.6397	0.6977	0.6397	0.7998
0.1294	6.4904	1350	0.6284	0.7516	0.6284	0.7927
0.1294	6.5	1352	0.6268	0.7516	0.6268	0.7917
0.1294	6.5096	1354	0.6387	0.7053	0.6387	0.7992
0.1294	6.5192	1356	0.6902	0.6678	0.6902	0.8308
0.1294	6.5288	1358	0.7056	0.6161	0.7056	0.8400
0.1294	6.5385	1360	0.7320	0.6435	0.7320	0.8556
0.1294	6.5481	1362	0.7384	0.6616	0.7384	0.8593
0.1294	6.5577	1364	0.7051	0.6907	0.7051	0.8397
0.1294	6.5673	1366	0.6678	0.6907	0.6678	0.8172
0.1294	6.5769	1368	0.6472	0.6977	0.6472	0.8045
0.1294	6.5865	1370	0.6385	0.6977	0.6385	0.7991
0.1294	6.5962	1372	0.6496	0.6977	0.6496	0.8060
0.1294	6.6058	1374	0.6804	0.6303	0.6804	0.8248
0.1294	6.6154	1376	0.7462	0.6115	0.7462	0.8638
0.1294	6.625	1378	0.8311	0.6154	0.8311	0.9116
0.1294	6.6346	1380	0.8618	0.6154	0.8618	0.9283
0.1294	6.6442	1382	0.8822	0.6154	0.8822	0.9392
0.1294	6.6538	1384	0.8432	0.6154	0.8432	0.9183
0.1294	6.6635	1386	0.7902	0.6154	0.7902	0.8889
0.1294	6.6731	1388	0.7291	0.6154	0.7291	0.8539
0.1294	6.6827	1390	0.6525	0.6257	0.6525	0.8078
0.1294	6.6923	1392	0.6030	0.6969	0.6030	0.7766
0.1294	6.7019	1394	0.6009	0.7188	0.6009	0.7752
0.1294	6.7115	1396	0.6177	0.6969	0.6177	0.7859
0.1294	6.7212	1398	0.6472	0.6257	0.6472	0.8045
0.1294	6.7308	1400	0.6690	0.6257	0.6690	0.8179
0.1294	6.7404	1402	0.7015	0.6204	0.7015	0.8376
0.1294	6.75	1404	0.7482	0.6154	0.7482	0.8650
0.1294	6.7596	1406	0.7883	0.6154	0.7883	0.8878
0.1294	6.7692	1408	0.8144	0.6154	0.8144	0.9024
0.1294	6.7788	1410	0.8218	0.6154	0.8218	0.9066
0.1294	6.7885	1412	0.7958	0.6154	0.7958	0.8921
0.1294	6.7981	1414	0.7802	0.6154	0.7802	0.8833
0.1294	6.8077	1416	0.7811	0.6154	0.7811	0.8838
0.1294	6.8173	1418	0.7440	0.6154	0.7440	0.8625
0.1294	6.8269	1420	0.6978	0.6154	0.6978	0.8353
0.1294	6.8365	1422	0.6685	0.6303	0.6685	0.8176
0.1294	6.8462	1424	0.6563	0.6797	0.6563	0.8102
0.1294	6.8558	1426	0.6635	0.6491	0.6635	0.8146
0.1294	6.8654	1428	0.6859	0.6303	0.6859	0.8282
0.1294	6.875	1430	0.6664	0.6491	0.6664	0.8163
0.1294	6.8846	1432	0.6252	0.7157	0.6252	0.7907
0.1294	6.8942	1434	0.6125	0.7157	0.6125	0.7826
0.1294	6.9038	1436	0.6211	0.7157	0.6211	0.7881
0.1294	6.9135	1438	0.6250	0.7081	0.6250	0.7906
0.1294	6.9231	1440	0.6118	0.7081	0.6118	0.7822
0.1294	6.9327	1442	0.6281	0.7081	0.6281	0.7925
0.1294	6.9423	1444	0.6461	0.7081	0.6461	0.8038
0.1294	6.9519	1446	0.6761	0.7081	0.6761	0.8223
0.1294	6.9615	1448	0.7081	0.7081	0.7081	0.8415
0.1294	6.9712	1450	0.7580	0.6435	0.7580	0.8706
0.1294	6.9808	1452	0.7944	0.6154	0.7944	0.8913
0.1294	6.9904	1454	0.7809	0.6154	0.7809	0.8837
0.1294	7.0	1456	0.7396	0.6435	0.7396	0.8600
0.1294	7.0096	1458	0.7108	0.6732	0.7108	0.8431
0.1294	7.0192	1460	0.6885	0.6732	0.6885	0.8298
0.1294	7.0288	1462	0.7023	0.6485	0.7023	0.8380
0.1294	7.0385	1464	0.7275	0.6154	0.7275	0.8529
0.1294	7.0481	1466	0.7824	0.6154	0.7824	0.8845
0.1294	7.0577	1468	0.8371	0.6154	0.8371	0.9149
0.1294	7.0673	1470	0.8284	0.6154	0.8284	0.9102
0.1294	7.0769	1472	0.8139	0.6154	0.8139	0.9022
0.1294	7.0865	1474	0.7810	0.6485	0.7810	0.8838
0.1294	7.0962	1476	0.7481	0.6732	0.7481	0.8649
0.1294	7.1058	1478	0.6997	0.6907	0.6997	0.8365
0.1294	7.1154	1480	0.6282	0.7081	0.6282	0.7926
0.1294	7.125	1482	0.5872	0.7157	0.5872	0.7663
0.1294	7.1346	1484	0.5688	0.7239	0.5688	0.7542
0.1294	7.1442	1486	0.5689	0.7239	0.5689	0.7543
0.1294	7.1538	1488	0.5826	0.7239	0.5826	0.7633
0.1294	7.1635	1490	0.6103	0.6977	0.6103	0.7812
0.1294	7.1731	1492	0.6598	0.6545	0.6598	0.8123
0.1294	7.1827	1494	0.7143	0.6154	0.7143	0.8452
0.1294	7.1923	1496	0.7841	0.6154	0.7841	0.8855
0.1294	7.2019	1498	0.8166	0.6154	0.8166	0.9037
0.0759	7.2115	1500	0.8428	0.6154	0.8428	0.9180
0.0759	7.2212	1502	0.8747	0.5573	0.8747	0.9352
0.0759	7.2308	1504	0.8687	0.5573	0.8687	0.9320
0.0759	7.2404	1506	0.8377	0.6154	0.8377	0.9153
0.0759	7.25	1508	0.7994	0.6485	0.7994	0.8941
0.0759	7.2596	1510	0.7363	0.6485	0.7363	0.8581
0.0759	7.2692	1512	0.6999	0.6860	0.6999	0.8366
0.0759	7.2788	1514	0.6531	0.7053	0.6531	0.8081
0.0759	7.2885	1516	0.6135	0.7239	0.6135	0.7832
0.0759	7.2981	1518	0.6079	0.7239	0.6079	0.7797
0.0759	7.3077	1520	0.6145	0.6987	0.6145	0.7839
0.0759	7.3173	1522	0.6278	0.7157	0.6278	0.7924
0.0759	7.3269	1524	0.6347	0.7157	0.6347	0.7967
0.0759	7.3365	1526	0.6586	0.6907	0.6586	0.8115
0.0759	7.3462	1528	0.7076	0.6972	0.7076	0.8412
0.0759	7.3558	1530	0.7584	0.6154	0.7584	0.8708
0.0759	7.3654	1532	0.7891	0.6154	0.7891	0.8883
0.0759	7.375	1534	0.7944	0.6154	0.7944	0.8913
0.0759	7.3846	1536	0.8087	0.6154	0.8087	0.8993
0.0759	7.3942	1538	0.8137	0.6154	0.8137	0.9021
0.0759	7.4038	1540	0.8200	0.6154	0.8200	0.9056
0.0759	7.4135	1542	0.8019	0.6154	0.8019	0.8955
0.0759	7.4231	1544	0.7730	0.6154	0.7730	0.8792
0.0759	7.4327	1546	0.7417	0.6154	0.7417	0.8612
0.0759	7.4423	1548	0.7060	0.6154	0.7060	0.8403
0.0759	7.4519	1550	0.6732	0.6154	0.6732	0.8205
0.0759	7.4615	1552	0.6664	0.6154	0.6664	0.8164
0.0759	7.4712	1554	0.6466	0.6204	0.6466	0.8041
0.0759	7.4808	1556	0.6430	0.6204	0.6430	0.8019
0.0759	7.4904	1558	0.6537	0.6204	0.6537	0.8085
0.0759	7.5	1560	0.6646	0.6204	0.6646	0.8152
0.0759	7.5096	1562	0.6919	0.6204	0.6919	0.8318
0.0759	7.5192	1564	0.7359	0.6154	0.7359	0.8578
0.0759	7.5288	1566	0.7612	0.6154	0.7612	0.8725
0.0759	7.5385	1568	0.7807	0.6154	0.7807	0.8836
0.0759	7.5481	1570	0.7637	0.6154	0.7637	0.8739
0.0759	7.5577	1572	0.7479	0.6204	0.7479	0.8648
0.0759	7.5673	1574	0.7046	0.6204	0.7046	0.8394
0.0759	7.5769	1576	0.6986	0.6257	0.6986	0.8358
0.0759	7.5865	1578	0.7173	0.6257	0.7173	0.8469
0.0759	7.5962	1580	0.7360	0.6257	0.7360	0.8579
0.0759	7.6058	1582	0.7834	0.6204	0.7834	0.8851
0.0759	7.6154	1584	0.8514	0.5573	0.8514	0.9227
0.0759	7.625	1586	0.9023	0.5573	0.9023	0.9499
0.0759	7.6346	1588	0.9224	0.5573	0.9224	0.9604
0.0759	7.6442	1590	0.8959	0.5573	0.8959	0.9465
0.0759	7.6538	1592	0.8681	0.5573	0.8681	0.9317
0.0759	7.6635	1594	0.7999	0.6154	0.7999	0.8944
0.0759	7.6731	1596	0.7568	0.6154	0.7568	0.8699
0.0759	7.6827	1598	0.7099	0.6204	0.7099	0.8426
0.0759	7.6923	1600	0.6950	0.6204	0.6950	0.8337
0.0759	7.7019	1602	0.6726	0.6257	0.6726	0.8201
0.0759	7.7115	1604	0.6609	0.6257	0.6609	0.8130
0.0759	7.7212	1606	0.6774	0.6204	0.6774	0.8230
0.0759	7.7308	1608	0.7273	0.6154	0.7273	0.8528
0.0759	7.7404	1610	0.8119	0.6154	0.8119	0.9010
0.0759	7.75	1612	0.8635	0.6154	0.8635	0.9292
0.0759	7.7596	1614	0.8507	0.6154	0.8507	0.9223
0.0759	7.7692	1616	0.8392	0.6154	0.8392	0.9161
0.0759	7.7788	1618	0.8059	0.6154	0.8059	0.8977
0.0759	7.7885	1620	0.7590	0.6154	0.7590	0.8712
0.0759	7.7981	1622	0.7157	0.6154	0.7157	0.8460
0.0759	7.8077	1624	0.6868	0.6204	0.6868	0.8287
0.0759	7.8173	1626	0.6467	0.6257	0.6467	0.8042
0.0759	7.8269	1628	0.5990	0.7402	0.5990	0.7739
0.0759	7.8365	1630	0.5703	0.7407	0.5703	0.7552
0.0759	7.8462	1632	0.5676	0.7626	0.5676	0.7534
0.0759	7.8558	1634	0.5711	0.7407	0.5711	0.7557
0.0759	7.8654	1636	0.5856	0.7621	0.5856	0.7653
0.0759	7.875	1638	0.6345	0.6749	0.6345	0.7965
0.0759	7.8846	1640	0.7340	0.6154	0.7340	0.8568
0.0759	7.8942	1642	0.8565	0.5573	0.8565	0.9255
0.0759	7.9038	1644	0.9585	0.5573	0.9585	0.9790
0.0759	7.9135	1646	1.0341	0.5573	1.0341	1.0169
0.0759	7.9231	1648	1.0394	0.5573	1.0394	1.0195
0.0759	7.9327	1650	0.9971	0.5573	0.9971	0.9986
0.0759	7.9423	1652	0.9429	0.5573	0.9429	0.9710
0.0759	7.9519	1654	0.8884	0.5573	0.8884	0.9426
0.0759	7.9615	1656	0.8416	0.5573	0.8416	0.9174
0.0759	7.9712	1658	0.7890	0.5573	0.7890	0.8882
0.0759	7.9808	1660	0.7412	0.6154	0.7412	0.8609
0.0759	7.9904	1662	0.7169	0.6154	0.7169	0.8467
0.0759	8.0	1664	0.6953	0.6154	0.6953	0.8339
0.0759	8.0096	1666	0.6619	0.6204	0.6619	0.8136
0.0759	8.0192	1668	0.6441	0.6204	0.6441	0.8026
0.0759	8.0288	1670	0.6398	0.6204	0.6398	0.7999
0.0759	8.0385	1672	0.6492	0.6204	0.6492	0.8058
0.0759	8.0481	1674	0.6717	0.6204	0.6717	0.8196
0.0759	8.0577	1676	0.7020	0.6204	0.7020	0.8378
0.0759	8.0673	1678	0.7378	0.6154	0.7378	0.8590
0.0759	8.0769	1680	0.7817	0.6154	0.7817	0.8841
0.0759	8.0865	1682	0.8345	0.6154	0.8345	0.9135
0.0759	8.0962	1684	0.8989	0.6154	0.8989	0.9481
0.0759	8.1058	1686	0.9548	0.5573	0.9548	0.9771
0.0759	8.1154	1688	0.9942	0.5573	0.9942	0.9971
0.0759	8.125	1690	1.0001	0.5573	1.0001	1.0001
0.0759	8.1346	1692	0.9983	0.5573	0.9983	0.9991
0.0759	8.1442	1694	0.9580	0.5573	0.9580	0.9788
0.0759	8.1538	1696	0.9249	0.6154	0.9249	0.9617
0.0759	8.1635	1698	0.8931	0.6154	0.8931	0.9450
0.0759	8.1731	1700	0.8325	0.6154	0.8325	0.9124
0.0759	8.1827	1702	0.8005	0.6154	0.8005	0.8947
0.0759	8.1923	1704	0.7767	0.6154	0.7767	0.8813
0.0759	8.2019	1706	0.7669	0.6154	0.7669	0.8757
0.0759	8.2115	1708	0.7480	0.6154	0.7480	0.8648
0.0759	8.2212	1710	0.7218	0.6154	0.7218	0.8496
0.0759	8.2308	1712	0.7082	0.6154	0.7082	0.8416
0.0759	8.2404	1714	0.7165	0.6154	0.7165	0.8465
0.0759	8.25	1716	0.7450	0.6154	0.7450	0.8632
0.0759	8.2596	1718	0.7712	0.6154	0.7712	0.8782
0.0759	8.2692	1720	0.7957	0.6154	0.7957	0.8920
0.0759	8.2788	1722	0.8244	0.6154	0.8244	0.9080
0.0759	8.2885	1724	0.8337	0.6154	0.8337	0.9131
0.0759	8.2981	1726	0.8209	0.6154	0.8209	0.9060
0.0759	8.3077	1728	0.7991	0.6154	0.7991	0.8939
0.0759	8.3173	1730	0.7816	0.6154	0.7816	0.8841
0.0759	8.3269	1732	0.7534	0.6154	0.7534	0.8680
0.0759	8.3365	1734	0.7258	0.6154	0.7258	0.8519
0.0759	8.3462	1736	0.7039	0.6204	0.7039	0.8390
0.0759	8.3558	1738	0.7044	0.6204	0.7044	0.8393
0.0759	8.3654	1740	0.7167	0.6154	0.7167	0.8466
0.0759	8.375	1742	0.7413	0.6154	0.7413	0.8610
0.0759	8.3846	1744	0.7723	0.6154	0.7723	0.8788
0.0759	8.3942	1746	0.7883	0.6154	0.7883	0.8879
0.0759	8.4038	1748	0.8190	0.6154	0.8190	0.9050
0.0759	8.4135	1750	0.8412	0.6154	0.8412	0.9172
0.0759	8.4231	1752	0.8555	0.6154	0.8555	0.9249
0.0759	8.4327	1754	0.8513	0.6154	0.8513	0.9226
0.0759	8.4423	1756	0.8420	0.6154	0.8420	0.9176
0.0759	8.4519	1758	0.8241	0.6154	0.8241	0.9078
0.0759	8.4615	1760	0.7911	0.6154	0.7911	0.8894
0.0759	8.4712	1762	0.7478	0.5965	0.7478	0.8648
0.0759	8.4808	1764	0.7051	0.5965	0.7051	0.8397
0.0759	8.4904	1766	0.6844	0.5965	0.6844	0.8273
0.0759	8.5	1768	0.6847	0.5965	0.6847	0.8274
0.0759	8.5096	1770	0.7029	0.5965	0.7029	0.8384
0.0759	8.5192	1772	0.7246	0.5965	0.7246	0.8512
0.0759	8.5288	1774	0.7612	0.5965	0.7612	0.8724
0.0759	8.5385	1776	0.7990	0.6154	0.7990	0.8939
0.0759	8.5481	1778	0.8195	0.6154	0.8195	0.9053
0.0759	8.5577	1780	0.8251	0.6154	0.8251	0.9084
0.0759	8.5673	1782	0.8453	0.6154	0.8453	0.9194
0.0759	8.5769	1784	0.8478	0.6154	0.8478	0.9207
0.0759	8.5865	1786	0.8211	0.6154	0.8211	0.9062
0.0759	8.5962	1788	0.7802	0.6154	0.7802	0.8833
0.0759	8.6058	1790	0.7496	0.5965	0.7496	0.8658
0.0759	8.6154	1792	0.7308	0.5965	0.7308	0.8548
0.0759	8.625	1794	0.7070	0.5933	0.7070	0.8408
0.0759	8.6346	1796	0.6982	0.5933	0.6982	0.8356
0.0759	8.6442	1798	0.7047	0.5933	0.7047	0.8395
0.0759	8.6538	1800	0.7035	0.5965	0.7035	0.8387
0.0759	8.6635	1802	0.7037	0.5965	0.7037	0.8389
0.0759	8.6731	1804	0.7049	0.5965	0.7049	0.8396
0.0759	8.6827	1806	0.7174	0.5965	0.7174	0.8470
0.0759	8.6923	1808	0.7343	0.6154	0.7343	0.8569
0.0759	8.7019	1810	0.7402	0.6154	0.7402	0.8603
0.0759	8.7115	1812	0.7581	0.6154	0.7581	0.8707
0.0759	8.7212	1814	0.7686	0.6154	0.7686	0.8767
0.0759	8.7308	1816	0.7855	0.6154	0.7855	0.8863
0.0759	8.7404	1818	0.7938	0.6154	0.7938	0.8910
0.0759	8.75	1820	0.8035	0.6154	0.8035	0.8964
0.0759	8.7596	1822	0.7969	0.6154	0.7969	0.8927
0.0759	8.7692	1824	0.7897	0.6154	0.7897	0.8886
0.0759	8.7788	1826	0.7748	0.6154	0.7748	0.8802
0.0759	8.7885	1828	0.7696	0.6154	0.7696	0.8773
0.0759	8.7981	1830	0.7622	0.6154	0.7622	0.8731
0.0759	8.8077	1832	0.7647	0.6154	0.7647	0.8745
0.0759	8.8173	1834	0.7758	0.6154	0.7758	0.8808
0.0759	8.8269	1836	0.7818	0.6154	0.7818	0.8842
0.0759	8.8365	1838	0.7837	0.6154	0.7837	0.8853
0.0759	8.8462	1840	0.7982	0.6154	0.7982	0.8934
0.0759	8.8558	1842	0.8292	0.6154	0.8292	0.9106
0.0759	8.8654	1844	0.8619	0.6154	0.8619	0.9284
0.0759	8.875	1846	0.8939	0.6154	0.8939	0.9454
0.0759	8.8846	1848	0.9271	0.6154	0.9271	0.9629
0.0759	8.8942	1850	0.9321	0.5573	0.9321	0.9654
0.0759	8.9038	1852	0.9154	0.6154	0.9154	0.9567
0.0759	8.9135	1854	0.8897	0.6154	0.8897	0.9432
0.0759	8.9231	1856	0.8591	0.6154	0.8591	0.9269
0.0759	8.9327	1858	0.8315	0.6154	0.8315	0.9119
0.0759	8.9423	1860	0.8203	0.6154	0.8203	0.9057
0.0759	8.9519	1862	0.8219	0.6154	0.8219	0.9066
0.0759	8.9615	1864	0.8072	0.6154	0.8072	0.8984
0.0759	8.9712	1866	0.7977	0.6154	0.7977	0.8931
0.0759	8.9808	1868	0.7876	0.6154	0.7876	0.8875
0.0759	8.9904	1870	0.7785	0.6154	0.7785	0.8823
0.0759	9.0	1872	0.7566	0.6154	0.7566	0.8698
0.0759	9.0096	1874	0.7276	0.6154	0.7276	0.8530
0.0759	9.0192	1876	0.6905	0.6154	0.6905	0.8309
0.0759	9.0288	1878	0.6644	0.6257	0.6644	0.8151
0.0759	9.0385	1880	0.6503	0.6257	0.6503	0.8064
0.0759	9.0481	1882	0.6409	0.6257	0.6409	0.8005
0.0759	9.0577	1884	0.6387	0.6749	0.6387	0.7992
0.0759	9.0673	1886	0.6488	0.6749	0.6488	0.8055
0.0759	9.0769	1888	0.6627	0.6257	0.6627	0.8141
0.0759	9.0865	1890	0.6765	0.6257	0.6765	0.8225
0.0759	9.0962	1892	0.6822	0.6257	0.6822	0.8260
0.0759	9.1058	1894	0.6956	0.6257	0.6956	0.8340
0.0759	9.1154	1896	0.7121	0.6257	0.7121	0.8439
0.0759	9.125	1898	0.7395	0.6154	0.7395	0.8599
0.0759	9.1346	1900	0.7607	0.6154	0.7607	0.8722
0.0759	9.1442	1902	0.7689	0.6154	0.7689	0.8769
0.0759	9.1538	1904	0.7766	0.6154	0.7766	0.8812
0.0759	9.1635	1906	0.7888	0.6154	0.7888	0.8881
0.0759	9.1731	1908	0.7892	0.6154	0.7892	0.8884
0.0759	9.1827	1910	0.7865	0.6154	0.7865	0.8868
0.0759	9.1923	1912	0.7824	0.6154	0.7824	0.8845
0.0759	9.2019	1914	0.7718	0.6154	0.7718	0.8785
0.0759	9.2115	1916	0.7639	0.6154	0.7639	0.8740
0.0759	9.2212	1918	0.7681	0.6154	0.7681	0.8764
0.0759	9.2308	1920	0.7727	0.6154	0.7727	0.8790
0.0759	9.2404	1922	0.7759	0.6154	0.7759	0.8809
0.0759	9.25	1924	0.7824	0.6154	0.7824	0.8845
0.0759	9.2596	1926	0.7853	0.6154	0.7853	0.8862
0.0759	9.2692	1928	0.7906	0.6154	0.7906	0.8892
0.0759	9.2788	1930	0.8002	0.6154	0.8002	0.8945
0.0759	9.2885	1932	0.8069	0.6154	0.8069	0.8983
0.0759	9.2981	1934	0.8042	0.6154	0.8042	0.8968
0.0759	9.3077	1936	0.8013	0.6154	0.8013	0.8952
0.0759	9.3173	1938	0.7944	0.6154	0.7944	0.8913
0.0759	9.3269	1940	0.7790	0.6154	0.7790	0.8826
0.0759	9.3365	1942	0.7694	0.6154	0.7694	0.8772
0.0759	9.3462	1944	0.7639	0.6154	0.7639	0.8740
0.0759	9.3558	1946	0.7692	0.6154	0.7692	0.8770
0.0759	9.3654	1948	0.7742	0.6154	0.7742	0.8799
0.0759	9.375	1950	0.7775	0.6154	0.7775	0.8818
0.0759	9.3846	1952	0.7818	0.6154	0.7818	0.8842
0.0759	9.3942	1954	0.7918	0.6154	0.7918	0.8898
0.0759	9.4038	1956	0.8075	0.6154	0.8075	0.8986
0.0759	9.4135	1958	0.8294	0.6154	0.8294	0.9107
0.0759	9.4231	1960	0.8452	0.6154	0.8452	0.9193
0.0759	9.4327	1962	0.8488	0.6154	0.8488	0.9213
0.0759	9.4423	1964	0.8478	0.6154	0.8478	0.9207
0.0759	9.4519	1966	0.8390	0.6154	0.8390	0.9160
0.0759	9.4615	1968	0.8353	0.6154	0.8353	0.9139
0.0759	9.4712	1970	0.8342	0.6154	0.8342	0.9134
0.0759	9.4808	1972	0.8339	0.6154	0.8339	0.9132
0.0759	9.4904	1974	0.8306	0.6154	0.8306	0.9114
0.0759	9.5	1976	0.8248	0.6154	0.8248	0.9082
0.0759	9.5096	1978	0.8178	0.6154	0.8178	0.9043
0.0759	9.5192	1980	0.8090	0.6154	0.8090	0.8995
0.0759	9.5288	1982	0.8000	0.6154	0.8000	0.8945
0.0759	9.5385	1984	0.7899	0.6154	0.7899	0.8888
0.0759	9.5481	1986	0.7790	0.6154	0.7790	0.8826
0.0759	9.5577	1988	0.7722	0.6154	0.7722	0.8787
0.0759	9.5673	1990	0.7637	0.6154	0.7637	0.8739
0.0759	9.5769	1992	0.7533	0.6154	0.7533	0.8679
0.0759	9.5865	1994	0.7466	0.6154	0.7466	0.8641
0.0759	9.5962	1996	0.7412	0.6154	0.7412	0.8609
0.0759	9.6058	1998	0.7354	0.6154	0.7354	0.8576
0.0519	9.6154	2000	0.7332	0.6154	0.7332	0.8563
0.0519	9.625	2002	0.7339	0.6154	0.7339	0.8567
0.0519	9.6346	2004	0.7333	0.6154	0.7333	0.8563
0.0519	9.6442	2006	0.7304	0.6154	0.7304	0.8546
0.0519	9.6538	2008	0.7297	0.6154	0.7297	0.8542
0.0519	9.6635	2010	0.7256	0.6154	0.7256	0.8518
0.0519	9.6731	2012	0.7248	0.6154	0.7248	0.8514
0.0519	9.6827	2014	0.7237	0.6154	0.7237	0.8507
0.0519	9.6923	2016	0.7226	0.6154	0.7226	0.8500
0.0519	9.7019	2018	0.7243	0.6154	0.7243	0.8511
0.0519	9.7115	2020	0.7257	0.6154	0.7257	0.8519
0.0519	9.7212	2022	0.7247	0.6154	0.7247	0.8513
0.0519	9.7308	2024	0.7251	0.6154	0.7251	0.8516
0.0519	9.7404	2026	0.7288	0.6154	0.7288	0.8537
0.0519	9.75	2028	0.7347	0.6154	0.7347	0.8571
0.0519	9.7596	2030	0.7408	0.6154	0.7408	0.8607
0.0519	9.7692	2032	0.7457	0.6154	0.7457	0.8635
0.0519	9.7788	2034	0.7543	0.6154	0.7543	0.8685
0.0519	9.7885	2036	0.7610	0.6154	0.7610	0.8724
0.0519	9.7981	2038	0.7664	0.6154	0.7664	0.8755
0.0519	9.8077	2040	0.7705	0.6154	0.7705	0.8778
0.0519	9.8173	2042	0.7738	0.6154	0.7738	0.8796
0.0519	9.8269	2044	0.7783	0.6154	0.7783	0.8822
0.0519	9.8365	2046	0.7811	0.6154	0.7811	0.8838
0.0519	9.8462	2048	0.7846	0.6154	0.7846	0.8858
0.0519	9.8558	2050	0.7885	0.6154	0.7885	0.8880
0.0519	9.8654	2052	0.7928	0.6154	0.7928	0.8904
0.0519	9.875	2054	0.7983	0.6154	0.7983	0.8935
0.0519	9.8846	2056	0.8031	0.6154	0.8031	0.8962
0.0519	9.8942	2058	0.8056	0.6154	0.8056	0.8976
0.0519	9.9038	2060	0.8081	0.6154	0.8081	0.8989
0.0519	9.9135	2062	0.8097	0.6154	0.8097	0.8998
0.0519	9.9231	2064	0.8114	0.6154	0.8114	0.9008
0.0519	9.9327	2066	0.8131	0.6154	0.8131	0.9017
0.0519	9.9423	2068	0.8144	0.6154	0.8144	0.9024
0.0519	9.9519	2070	0.8147	0.6154	0.8147	0.9026
0.0519	9.9615	2072	0.8152	0.6154	0.8152	0.9029
0.0519	9.9712	2074	0.8156	0.6154	0.8156	0.9031
0.0519	9.9808	2076	0.8162	0.6154	0.8162	0.9034
0.0519	9.9904	2078	0.8165	0.6154	0.8165	0.9036
0.0519	10.0	2080	0.8165	0.6154	0.8165	0.9036

Framework versions

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