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MayBashendy/Arabic_FineTuningAraBERT_AugV4_k20_task5_organization_fold1

sourceHugging Faceupdated 2y agoView on Hugging Face

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ArabicFineTuningAraBERTAugV4k20task5organizationfold1

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: 0.9850
—Qwk: 0.6141
—Mse: 0.9850
—Rmse: 0.9924

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
—trainbatchsize: 8
—evalbatchsize: 8
—seed: 42
—optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
—lrschedulertype: linear
—num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0085	2	3.4527	-0.0724	3.4527	1.8582
No log	0.0169	4	1.8152	0.0314	1.8152	1.3473
No log	0.0254	6	1.3293	-0.0169	1.3293	1.1529
No log	0.0339	8	1.3211	0.3123	1.3211	1.1494
No log	0.0424	10	2.0010	0.2041	2.0010	1.4145
No log	0.0508	12	2.7724	0.1757	2.7724	1.6651
No log	0.0593	14	3.2295	0.0751	3.2295	1.7971
No log	0.0678	16	2.5830	0.1489	2.5830	1.6072
No log	0.0763	18	1.9539	0.0499	1.9539	1.3978
No log	0.0847	20	1.8338	0.1505	1.8338	1.3542
No log	0.0932	22	2.1800	0.0499	2.1800	1.4765
No log	0.1017	24	2.9996	0.0874	2.9996	1.7319
No log	0.1102	26	3.2090	0.0789	3.2090	1.7914
No log	0.1186	28	2.8065	0.1606	2.8065	1.6753
No log	0.1271	30	2.3736	0.1489	2.3736	1.5406
No log	0.1356	32	1.8565	0.1505	1.8565	1.3625
No log	0.1441	34	1.2578	0.1755	1.2578	1.1215
No log	0.1525	36	1.0833	0.3496	1.0833	1.0408
No log	0.1610	38	1.0973	0.2765	1.0973	1.0475
No log	0.1695	40	1.0938	0.3643	1.0938	1.0459
No log	0.1780	42	1.4386	0.3687	1.4386	1.1994
No log	0.1864	44	1.7484	0.4493	1.7484	1.3223
No log	0.1949	46	1.9934	0.3287	1.9934	1.4119
No log	0.2034	48	1.8967	0.3687	1.8967	1.3772
No log	0.2119	50	2.0213	0.3526	2.0213	1.4217
No log	0.2203	52	2.1145	0.2876	2.1145	1.4541
No log	0.2288	54	1.8699	0.3134	1.8699	1.3675
No log	0.2373	56	1.6860	0.4617	1.6860	1.2984
No log	0.2458	58	1.4779	0.4053	1.4779	1.2157
No log	0.2542	60	1.2324	0.4647	1.2324	1.1101
No log	0.2627	62	1.0318	0.3817	1.0318	1.0158
No log	0.2712	64	1.5914	0.2252	1.5914	1.2615
No log	0.2797	66	1.2144	0.25	1.2144	1.1020
No log	0.2881	68	0.9995	0.2877	0.9995	0.9997
No log	0.2966	70	0.9509	0.4937	0.9509	0.9751
No log	0.3051	72	1.3812	0.3825	1.3812	1.1752
No log	0.3136	74	2.0183	0.3440	2.0183	1.4207
No log	0.3220	76	2.4748	0.3508	2.4748	1.5732
No log	0.3305	78	2.6280	0.3045	2.6280	1.6211
No log	0.3390	80	2.3055	0.3094	2.3055	1.5184
No log	0.3475	82	1.9140	0.3814	1.9140	1.3835
No log	0.3559	84	1.5192	0.3301	1.5192	1.2325
No log	0.3644	86	1.1579	0.5093	1.1579	1.0760
No log	0.3729	88	1.5543	0.2786	1.5543	1.2467
No log	0.3814	90	1.3438	0.4474	1.3438	1.1592
No log	0.3898	92	1.1482	0.5093	1.1482	1.0716
No log	0.3983	94	1.4253	0.4109	1.4253	1.1939
No log	0.4068	96	1.5178	0.4778	1.5178	1.2320
No log	0.4153	98	1.6543	0.4058	1.6543	1.2862
No log	0.4237	100	1.7204	0.4364	1.7204	1.3116
No log	0.4322	102	1.4670	0.4055	1.4670	1.2112
No log	0.4407	104	1.2379	0.5847	1.2379	1.1126
No log	0.4492	106	1.1472	0.6914	1.1472	1.0711
No log	0.4576	108	1.2394	0.4889	1.2394	1.1133
No log	0.4661	110	1.2241	0.5560	1.2241	1.1064
No log	0.4746	112	1.3201	0.4784	1.3201	1.1490
No log	0.4831	114	1.5991	0.5007	1.5991	1.2645
No log	0.4915	116	1.5254	0.4300	1.5254	1.2351
No log	0.5	118	1.3256	0.4618	1.3256	1.1513
No log	0.5085	120	1.1922	0.5841	1.1922	1.0919
No log	0.5169	122	1.1242	0.5841	1.1242	1.0603
No log	0.5254	124	1.1683	0.5563	1.1683	1.0809
No log	0.5339	126	1.1185	0.6161	1.1185	1.0576
No log	0.5424	128	1.2676	0.5936	1.2676	1.1259
No log	0.5508	130	1.3027	0.6212	1.3027	1.1414
No log	0.5593	132	1.0534	0.6062	1.0534	1.0264
No log	0.5678	134	0.8339	0.6768	0.8339	0.9132
No log	0.5763	136	0.8270	0.6007	0.8270	0.9094
No log	0.5847	138	1.1613	0.6252	1.1613	1.0776
No log	0.5932	140	1.5056	0.4864	1.5056	1.2270
No log	0.6017	142	1.6550	0.4864	1.6550	1.2865
No log	0.6102	144	1.7569	0.4632	1.7569	1.3255
No log	0.6186	146	1.6078	0.5245	1.6078	1.2680
No log	0.6271	148	1.0941	0.6591	1.0941	1.0460
No log	0.6356	150	0.8330	0.6252	0.8330	0.9127
No log	0.6441	152	0.6966	0.6944	0.6966	0.8346
No log	0.6525	154	0.8306	0.6944	0.8306	0.9114
No log	0.6610	156	1.2131	0.6591	1.2131	1.1014
No log	0.6695	158	1.3049	0.6591	1.3049	1.1423
No log	0.6780	160	1.0952	0.6591	1.0952	1.0465
No log	0.6864	162	0.9297	0.6810	0.9297	0.9642
No log	0.6949	164	1.0337	0.6810	1.0337	1.0167
No log	0.7034	166	1.3247	0.6810	1.3247	1.1510
No log	0.7119	168	1.3200	0.6591	1.3200	1.1489
No log	0.7203	170	1.0459	0.6810	1.0459	1.0227
No log	0.7288	172	0.7759	0.7138	0.7759	0.8809
No log	0.7373	174	0.8320	0.6708	0.8320	0.9121
No log	0.7458	176	1.1482	0.6893	1.1482	1.0715
No log	0.7542	178	1.4917	0.5851	1.4917	1.2214
No log	0.7627	180	1.4051	0.5851	1.4051	1.1854
No log	0.7712	182	1.0874	0.5969	1.0874	1.0428
No log	0.7797	184	0.6705	0.6733	0.6705	0.8189
No log	0.7881	186	0.6081	0.6352	0.6081	0.7798
No log	0.7966	188	0.7325	0.6733	0.7325	0.8559
No log	0.8051	190	0.9739	0.6934	0.9739	0.9868
No log	0.8136	192	1.1583	0.6591	1.1583	1.0762
No log	0.8220	194	1.2079	0.6128	1.2079	1.0990
No log	0.8305	196	1.3802	0.6256	1.3802	1.1748
No log	0.8390	198	1.6062	0.5448	1.6062	1.2674
No log	0.8475	200	1.4726	0.4901	1.4726	1.2135
No log	0.8559	202	1.2911	0.5326	1.2911	1.1363
No log	0.8644	204	1.5353	0.5129	1.5353	1.2391
No log	0.8729	206	2.2488	0.4181	2.2488	1.4996
No log	0.8814	208	2.6754	0.4239	2.6754	1.6357
No log	0.8898	210	2.5058	0.3605	2.5058	1.5830
No log	0.8983	212	1.9326	0.4606	1.9326	1.3902
No log	0.9068	214	1.4787	0.4388	1.4787	1.2160
No log	0.9153	216	1.0786	0.6115	1.0786	1.0385
No log	0.9237	218	0.8087	0.7093	0.8087	0.8993
No log	0.9322	220	0.5730	0.7303	0.5730	0.7569
No log	0.9407	222	0.6723	0.6211	0.6723	0.8199
No log	0.9492	224	0.8326	0.5782	0.8326	0.9125
No log	0.9576	226	0.9715	0.6154	0.9715	0.9857
No log	0.9661	228	1.1966	0.5969	1.1966	1.0939
No log	0.9746	230	1.1073	0.5741	1.1073	1.0523
No log	0.9831	232	0.9109	0.6709	0.9109	0.9544
No log	0.9915	234	0.8038	0.6709	0.8038	0.8966
No log	1.0	236	0.8918	0.6709	0.8918	0.9444
No log	1.0085	238	1.2429	0.5827	1.2429	1.1148
No log	1.0169	240	1.4767	0.5461	1.4767	1.2152
No log	1.0254	242	1.4069	0.5728	1.4069	1.1861
No log	1.0339	244	1.1876	0.6352	1.1876	1.0898
No log	1.0424	246	1.2773	0.5728	1.2773	1.1302
No log	1.0508	248	1.6653	0.5455	1.6653	1.2905
No log	1.0593	250	1.9926	0.4695	1.9926	1.4116
No log	1.0678	252	1.8811	0.4695	1.8811	1.3715
No log	1.0763	254	1.4676	0.5765	1.4676	1.2115
No log	1.0847	256	1.3083	0.5741	1.3083	1.1438
No log	1.0932	258	1.3592	0.6090	1.3592	1.1659
No log	1.1017	260	1.5854	0.5574	1.5854	1.2591
No log	1.1102	262	1.6982	0.5346	1.6982	1.3032
No log	1.1186	264	1.7047	0.5346	1.7047	1.3056
No log	1.1271	266	1.6867	0.5142	1.6867	1.2987
No log	1.1356	268	1.6121	0.5608	1.6121	1.2697
No log	1.1441	270	1.4117	0.5608	1.4117	1.1881
No log	1.1525	272	1.2057	0.648	1.2057	1.0980
No log	1.1610	274	1.2410	0.648	1.2410	1.1140
No log	1.1695	276	1.4415	0.5878	1.4415	1.2006
No log	1.1780	278	1.5294	0.6178	1.5294	1.2367
No log	1.1864	280	1.2259	0.6198	1.2259	1.1072
No log	1.1949	282	0.9413	0.7139	0.9413	0.9702
No log	1.2034	284	0.7753	0.7574	0.7753	0.8805
No log	1.2119	286	0.7833	0.7525	0.7833	0.8851
No log	1.2203	288	0.8829	0.7028	0.8829	0.9397
No log	1.2288	290	1.0144	0.7028	1.0144	1.0072
No log	1.2373	292	1.0628	0.7106	1.0628	1.0309
No log	1.2458	294	1.1388	0.6714	1.1388	1.0671
No log	1.2542	296	1.1505	0.6892	1.1505	1.0726
No log	1.2627	298	1.0282	0.7106	1.0282	1.0140
No log	1.2712	300	0.7948	0.7795	0.7948	0.8915
No log	1.2797	302	0.5808	0.7574	0.5808	0.7621
No log	1.2881	304	0.5738	0.8	0.5738	0.7575
No log	1.2966	306	0.6250	0.7711	0.6250	0.7906
No log	1.3051	308	0.7955	0.7795	0.7955	0.8919
No log	1.3136	310	0.9209	0.7243	0.9209	0.9596
No log	1.3220	312	1.1210	0.6215	1.1210	1.0588
No log	1.3305	314	1.2917	0.6266	1.2917	1.1365
No log	1.3390	316	1.6391	0.4932	1.6391	1.2803
No log	1.3475	318	1.9326	0.4932	1.9326	1.3902
No log	1.3559	320	1.8351	0.4932	1.8351	1.3546
No log	1.3644	322	1.4721	0.6254	1.4721	1.2133
No log	1.3729	324	1.3317	0.6254	1.3317	1.1540
No log	1.3814	326	1.4919	0.6254	1.4919	1.2214
No log	1.3898	328	1.7229	0.4932	1.7229	1.3126
No log	1.3983	330	1.6274	0.5150	1.6274	1.2757
No log	1.4068	332	1.3826	0.6254	1.3826	1.1758
No log	1.4153	334	1.2405	0.6254	1.2405	1.1138
No log	1.4237	336	1.3124	0.6254	1.3124	1.1456
No log	1.4322	338	1.2368	0.6254	1.2368	1.1121
No log	1.4407	340	1.2905	0.6254	1.2905	1.1360
No log	1.4492	342	1.5090	0.5245	1.5090	1.2284
No log	1.4576	344	1.4034	0.5387	1.4034	1.1847
No log	1.4661	346	1.0817	0.6266	1.0817	1.0400
No log	1.4746	348	0.8461	0.7284	0.8461	0.9199
No log	1.4831	350	0.6575	0.7631	0.6575	0.8109
No log	1.4915	352	0.7058	0.75	0.7058	0.8401
No log	1.5	354	0.8913	0.75	0.8913	0.9441
No log	1.5085	356	1.0327	0.6266	1.0327	1.0162
No log	1.5169	358	1.1161	0.6364	1.1161	1.0564
No log	1.5254	360	0.9283	0.6701	0.9283	0.9635
No log	1.5339	362	0.8807	0.6701	0.8807	0.9385
No log	1.5424	364	1.0523	0.6581	1.0523	1.0258
No log	1.5508	366	1.1097	0.6254	1.1097	1.0534
No log	1.5593	368	0.9998	0.6701	0.9998	0.9999
No log	1.5678	370	0.8523	0.7059	0.8523	0.9232
No log	1.5763	372	0.9208	0.6593	0.9208	0.9596
No log	1.5847	374	0.9926	0.6593	0.9926	0.9963
No log	1.5932	376	1.0324	0.6593	1.0324	1.0161
No log	1.6017	378	1.0772	0.6593	1.0772	1.0379
No log	1.6102	380	1.1294	0.6593	1.1294	1.0627
No log	1.6186	382	1.0297	0.5942	1.0297	1.0148
No log	1.6271	384	0.9811	0.5942	0.9811	0.9905
No log	1.6356	386	0.8712	0.6964	0.8712	0.9334
No log	1.6441	388	0.7118	0.7687	0.7118	0.8437
No log	1.6525	390	0.7013	0.7687	0.7013	0.8374
No log	1.6610	392	0.7734	0.7459	0.7734	0.8795
No log	1.6695	394	0.9069	0.6713	0.9069	0.9523
No log	1.6780	396	1.0309	0.6593	1.0309	1.0153
No log	1.6864	398	1.1030	0.616	1.1030	1.0503
No log	1.6949	400	0.9496	0.6477	0.9496	0.9745
No log	1.7034	402	0.7919	0.7059	0.7919	0.8899
No log	1.7119	404	0.6238	0.7321	0.6238	0.7898
No log	1.7203	406	0.6515	0.7321	0.6515	0.8072
No log	1.7288	408	0.9033	0.6705	0.9033	0.9504
No log	1.7373	410	1.2648	0.5821	1.2648	1.1246
No log	1.7458	412	1.2890	0.5821	1.2890	1.1353
No log	1.7542	414	1.0548	0.6799	1.0548	1.0270
No log	1.7627	416	0.8060	0.6944	0.8060	0.8978
No log	1.7712	418	0.7315	0.7321	0.7315	0.8553
No log	1.7797	420	0.7747	0.6852	0.7747	0.8802
No log	1.7881	422	0.7932	0.6852	0.7932	0.8906
No log	1.7966	424	0.9072	0.6721	0.9072	0.9525
No log	1.8051	426	1.0766	0.616	1.0766	1.0376
No log	1.8136	428	1.1319	0.616	1.1319	1.0639
No log	1.8220	430	1.0289	0.6591	1.0289	1.0143
No log	1.8305	432	0.9271	0.6705	0.9271	0.9629
No log	1.8390	434	1.0935	0.6692	1.0935	1.0457
No log	1.8475	436	1.4442	0.5809	1.4442	1.2018
No log	1.8559	438	1.5634	0.5435	1.5634	1.2504
No log	1.8644	440	1.4527	0.5435	1.4527	1.2053
No log	1.8729	442	1.2135	0.5827	1.2135	1.1016
No log	1.8814	444	1.1642	0.5827	1.1642	1.0790
No log	1.8898	446	1.1651	0.5169	1.1651	1.0794
No log	1.8983	448	1.0818	0.5827	1.0818	1.0401
No log	1.9068	450	1.0630	0.5827	1.0630	1.0310
No log	1.9153	452	1.1646	0.5827	1.1646	1.0792
No log	1.9237	454	1.3809	0.5827	1.3809	1.1751
No log	1.9322	456	1.4100	0.5245	1.4100	1.1874
No log	1.9407	458	1.1397	0.616	1.1397	1.0676
No log	1.9492	460	0.7708	0.7086	0.7708	0.8779
No log	1.9576	462	0.5121	0.6901	0.5121	0.7156
No log	1.9661	464	0.4558	0.7183	0.4558	0.6751
No log	1.9746	466	0.4619	0.7782	0.4619	0.6797
No log	1.9831	468	0.5353	0.7647	0.5353	0.7317
No log	1.9915	470	0.8426	0.7414	0.8426	0.9180
No log	2.0	472	1.2120	0.6028	1.2120	1.1009
No log	2.0085	474	1.4383	0.5821	1.4383	1.1993
No log	2.0169	476	1.3930	0.5821	1.3930	1.1803
No log	2.0254	478	1.1201	0.6391	1.1201	1.0583
No log	2.0339	480	0.9535	0.6705	0.9535	0.9765
No log	2.0424	482	0.9622	0.6705	0.9622	0.9809
No log	2.0508	484	1.0408	0.6705	1.0408	1.0202
No log	2.0593	486	0.9491	0.7044	0.9491	0.9742
No log	2.0678	488	0.9528	0.7044	0.9528	0.9761
No log	2.0763	490	0.9832	0.6926	0.9832	0.9916
No log	2.0847	492	0.9620	0.6926	0.9620	0.9808
No log	2.0932	494	0.9616	0.6926	0.9616	0.9806
No log	2.1017	496	0.8889	0.7031	0.8889	0.9428
No log	2.1102	498	0.8736	0.7031	0.8736	0.9346
0.3906	2.1186	500	0.9509	0.7019	0.9509	0.9751
0.3906	2.1271	502	0.9542	0.7293	0.9542	0.9768
0.3906	2.1356	504	0.9341	0.7403	0.9341	0.9665
0.3906	2.1441	506	0.8349	0.7863	0.8349	0.9137
0.3906	2.1525	508	0.7716	0.7863	0.7716	0.8784
0.3906	2.1610	510	0.7758	0.7863	0.7758	0.8808
0.3906	2.1695	512	0.8230	0.7863	0.8230	0.9072
0.3906	2.1780	514	0.9470	0.7403	0.9470	0.9731
0.3906	2.1864	516	1.1120	0.6528	1.1120	1.0545
0.3906	2.1949	518	1.1425	0.6226	1.1425	1.0689
0.3906	2.2034	520	1.1284	0.6505	1.1284	1.0622
0.3906	2.2119	522	0.9872	0.6266	0.9872	0.9936
0.3906	2.2203	524	0.9108	0.6364	0.9108	0.9544
0.3906	2.2288	526	0.9833	0.6364	0.9833	0.9916
0.3906	2.2373	528	1.0110	0.6364	1.0110	1.0055
0.3906	2.2458	530	1.1006	0.6364	1.1006	1.0491
0.3906	2.2542	532	1.1941	0.6364	1.1941	1.0928
0.3906	2.2627	534	1.2050	0.6364	1.2050	1.0977
0.3906	2.2712	536	1.1407	0.6364	1.1407	1.0680
0.3906	2.2797	538	1.1073	0.6364	1.1073	1.0523
0.3906	2.2881	540	1.0334	0.6266	1.0334	1.0166
0.3906	2.2966	542	0.9932	0.6266	0.9932	0.9966
0.3906	2.3051	544	1.0629	0.6266	1.0629	1.0310
0.3906	2.3136	546	1.1306	0.6364	1.1306	1.0633
0.3906	2.3220	548	1.3179	0.5245	1.3179	1.1480
0.3906	2.3305	550	1.5473	0.5245	1.5473	1.2439
0.3906	2.3390	552	1.6406	0.5245	1.6406	1.2809
0.3906	2.3475	554	1.5361	0.5245	1.5362	1.2394
0.3906	2.3559	556	1.3824	0.5827	1.3824	1.1757
0.3906	2.3644	558	1.1709	0.5827	1.1709	1.0821
0.3906	2.3729	560	1.0882	0.5928	1.0882	1.0431
0.3906	2.3814	562	1.2060	0.5928	1.2060	1.0982
0.3906	2.3898	564	1.2573	0.6364	1.2573	1.1213
0.3906	2.3983	566	1.2043	0.6291	1.2043	1.0974
0.3906	2.4068	568	0.9742	0.6918	0.9742	0.9870
0.3906	2.4153	570	0.7873	0.7542	0.7873	0.8873
0.3906	2.4237	572	0.6585	0.7185	0.6585	0.8115
0.3906	2.4322	574	0.6215	0.7311	0.6215	0.7884
0.3906	2.4407	576	0.7142	0.7472	0.7142	0.8451
0.3906	2.4492	578	0.8424	0.6918	0.8424	0.9178
0.3906	2.4576	580	0.8866	0.6918	0.8866	0.9416
0.3906	2.4661	582	1.0636	0.6291	1.0636	1.0313
0.3906	2.4746	584	1.2065	0.5710	1.2065	1.0984
0.3906	2.4831	586	1.1656	0.6291	1.1656	1.0796
0.3906	2.4915	588	1.0566	0.6266	1.0566	1.0279
0.3906	2.5	590	0.9325	0.6266	0.9325	0.9657
0.3906	2.5085	592	1.0069	0.6364	1.0069	1.0034
0.3906	2.5169	594	1.1131	0.5827	1.1131	1.0550
0.3906	2.5254	596	1.2786	0.5827	1.2786	1.1307
0.3906	2.5339	598	1.4523	0.5245	1.4523	1.2051
0.3906	2.5424	600	1.4318	0.5245	1.4318	1.1966
0.3906	2.5508	602	1.2610	0.5827	1.2610	1.1229
0.3906	2.5593	604	0.9648	0.6007	0.9648	0.9823
0.3906	2.5678	606	0.8229	0.6595	0.8229	0.9072
0.3906	2.5763	608	0.9096	0.6007	0.9096	0.9537
0.3906	2.5847	610	1.1033	0.6483	1.1033	1.0504
0.3906	2.5932	612	1.1253	0.6483	1.1253	1.0608
0.3906	2.6017	614	1.1752	0.6166	1.1752	1.0840
0.3906	2.6102	616	1.2944	0.5588	1.2944	1.1377
0.3906	2.6186	618	1.2315	0.5588	1.2315	1.1097
0.3906	2.6271	620	1.0600	0.6020	1.0600	1.0295
0.3906	2.6356	622	0.9023	0.6120	0.9023	0.9499
0.3906	2.6441	624	0.9525	0.6477	0.9525	0.9759
0.3906	2.6525	626	1.1266	0.6483	1.1266	1.0614
0.3906	2.6610	628	1.1985	0.6483	1.1985	1.0948
0.3906	2.6695	630	1.0700	0.6589	1.0700	1.0344
0.3906	2.6780	632	0.8958	0.6934	0.8958	0.9465
0.3906	2.6864	634	0.8098	0.6934	0.8098	0.8999
0.3906	2.6949	636	0.8389	0.6934	0.8389	0.9159
0.3906	2.7034	638	0.8774	0.6823	0.8774	0.9367
0.3906	2.7119	640	0.9998	0.6705	0.9998	0.9999
0.3906	2.7203	642	1.1365	0.6266	1.1365	1.0660
0.3906	2.7288	644	1.0836	0.6266	1.0836	1.0410
0.3906	2.7373	646	0.9509	0.6705	0.9509	0.9752
0.3906	2.7458	648	0.7893	0.6823	0.7893	0.8884
0.3906	2.7542	650	0.7928	0.6823	0.7928	0.8904
0.3906	2.7627	652	0.9036	0.6266	0.9036	0.9506
0.3906	2.7712	654	1.0661	0.6266	1.0661	1.0325
0.3906	2.7797	656	1.1819	0.6266	1.1819	1.0871
0.3906	2.7881	658	1.1755	0.6266	1.1755	1.0842
0.3906	2.7966	660	1.0464	0.6266	1.0464	1.0229
0.3906	2.8051	662	0.9025	0.6705	0.9025	0.9500
0.3906	2.8136	664	0.7846	0.7188	0.7846	0.8858
0.3906	2.8220	666	0.7673	0.7188	0.7673	0.8759
0.3906	2.8305	668	0.9177	0.6823	0.9177	0.9580
0.3906	2.8390	670	1.2758	0.5659	1.2758	1.1295
0.3906	2.8475	672	1.5321	0.5435	1.5321	1.2378
0.3906	2.8559	674	1.6001	0.5007	1.6001	1.2649
0.3906	2.8644	676	1.5531	0.5411	1.5531	1.2462
0.3906	2.8729	678	1.5311	0.5169	1.5311	1.2374
0.3906	2.8814	680	1.4950	0.5169	1.4950	1.2227
0.3906	2.8898	682	1.5431	0.5169	1.5431	1.2422
0.3906	2.8983	684	1.7476	0.5153	1.7476	1.3220
0.3906	2.9068	686	2.0156	0.4387	2.0156	1.4197
0.3906	2.9153	688	2.1102	0.4193	2.1102	1.4526
0.3906	2.9237	690	1.9562	0.4599	1.9562	1.3986
0.3906	2.9322	692	1.5984	0.5169	1.5984	1.2643
0.3906	2.9407	694	1.3175	0.5169	1.3175	1.1478
0.3906	2.9492	696	1.2618	0.5827	1.2618	1.1233
0.3906	2.9576	698	1.1551	0.5827	1.1551	1.0748
0.3906	2.9661	700	1.1018	0.6266	1.1018	1.0496
0.3906	2.9746	702	1.1105	0.6266	1.1105	1.0538
0.3906	2.9831	704	1.1661	0.6266	1.1661	1.0799
0.3906	2.9915	706	1.0986	0.6266	1.0986	1.0482
0.3906	3.0	708	1.0167	0.6266	1.0167	1.0083
0.3906	3.0085	710	0.9102	0.6266	0.9102	0.9541
0.3906	3.0169	712	0.9042	0.6266	0.9042	0.9509
0.3906	3.0254	714	0.9442	0.6364	0.9442	0.9717
0.3906	3.0339	716	1.0982	0.6364	1.0982	1.0480
0.3906	3.0424	718	1.0955	0.6364	1.0955	1.0467
0.3906	3.0508	720	1.1162	0.5827	1.1162	1.0565
0.3906	3.0593	722	0.9839	0.6254	0.9839	0.9919
0.3906	3.0678	724	1.0104	0.5827	1.0104	1.0052
0.3906	3.0763	726	0.9957	0.5827	0.9957	0.9978
0.3906	3.0847	728	1.0722	0.5827	1.0722	1.0355
0.3906	3.0932	730	1.0160	0.5827	1.0160	1.0080
0.3906	3.1017	732	0.9260	0.6266	0.9260	0.9623
0.3906	3.1102	734	0.9344	0.6491	0.9344	0.9667
0.3906	3.1186	736	0.9304	0.6491	0.9304	0.9646
0.3906	3.1271	738	0.9874	0.6491	0.9874	0.9937
0.3906	3.1356	740	0.9743	0.6491	0.9743	0.9871
0.3906	3.1441	742	0.9213	0.6491	0.9213	0.9598
0.3906	3.1525	744	0.8449	0.7284	0.8449	0.9192
0.3906	3.1610	746	0.6423	0.7414	0.6423	0.8015
0.3906	3.1695	748	0.4987	0.7749	0.4987	0.7062
0.3906	3.1780	750	0.5094	0.7749	0.5094	0.7137
0.3906	3.1864	752	0.6718	0.7414	0.6718	0.8196
0.3906	3.1949	754	0.8633	0.7414	0.8633	0.9291
0.3906	3.2034	756	1.1126	0.6591	1.1126	1.0548
0.3906	3.2119	758	1.2050	0.6591	1.2050	1.0977
0.3906	3.2203	760	1.1158	0.5928	1.1158	1.0563
0.3906	3.2288	762	0.9997	0.6364	0.9997	0.9998
0.3906	3.2373	764	0.9011	0.6364	0.9011	0.9493
0.3906	3.2458	766	0.7557	0.7405	0.7557	0.8693
0.3906	3.2542	768	0.7043	0.7540	0.7043	0.8392
0.3906	3.2627	770	0.7996	0.7157	0.7996	0.8942
0.3906	3.2712	772	1.0222	0.6364	1.0222	1.0110
0.3906	3.2797	774	1.2330	0.5827	1.2330	1.1104
0.3906	3.2881	776	1.3020	0.5827	1.3020	1.1411
0.3906	3.2966	778	1.2148	0.5827	1.2148	1.1022
0.3906	3.3051	780	1.1251	0.648	1.1251	1.0607
0.3906	3.3136	782	1.0841	0.6591	1.0841	1.0412
0.3906	3.3220	784	1.0490	0.6057	1.0490	1.0242
0.3906	3.3305	786	1.0450	0.6057	1.0450	1.0223
0.3906	3.3390	788	0.9726	0.6934	0.9726	0.9862
0.3906	3.3475	790	0.9371	0.6934	0.9371	0.9680
0.3906	3.3559	792	0.9122	0.6934	0.9122	0.9551
0.3906	3.3644	794	1.0005	0.6591	1.0005	1.0002
0.3906	3.3729	796	1.1210	0.6364	1.1210	1.0588
0.3906	3.3814	798	1.1055	0.6364	1.1055	1.0514
0.3906	3.3898	800	0.9820	0.6364	0.9820	0.9909
0.3906	3.3983	802	0.9170	0.6364	0.9170	0.9576
0.3906	3.4068	804	0.8436	0.6825	0.8436	0.9185
0.3906	3.4153	806	0.8208	0.6701	0.8208	0.9060
0.3906	3.4237	808	0.8906	0.6701	0.8906	0.9437
0.3906	3.4322	810	0.8970	0.6701	0.8970	0.9471
0.3906	3.4407	812	0.9375	0.6701	0.9375	0.9682
0.3906	3.4492	814	1.0241	0.6364	1.0241	1.0120
0.3906	3.4576	816	1.0225	0.6364	1.0225	1.0112
0.3906	3.4661	818	0.9812	0.6364	0.9812	0.9906
0.3906	3.4746	820	0.9203	0.6701	0.9203	0.9593
0.3906	3.4831	822	0.7846	0.7284	0.7846	0.8858
0.3906	3.4915	824	0.7558	0.7284	0.7558	0.8694
0.3906	3.5	826	0.8748	0.7284	0.8748	0.9353
0.3906	3.5085	828	0.9697	0.6364	0.9697	0.9847
0.3906	3.5169	830	1.0195	0.6364	1.0195	1.0097
0.3906	3.5254	832	1.1178	0.6254	1.1178	1.0572
0.3906	3.5339	834	1.0752	0.6364	1.0752	1.0369
0.3906	3.5424	836	0.9753	0.6812	0.9753	0.9876
0.3906	3.5508	838	0.8579	0.7178	0.8579	0.9262
0.3906	3.5593	840	0.7528	0.7284	0.7528	0.8676
0.3906	3.5678	842	0.7712	0.7284	0.7712	0.8782
0.3906	3.5763	844	0.8344	0.7405	0.8344	0.9134
0.3906	3.5847	846	0.8729	0.7284	0.8729	0.9343
0.3906	3.5932	848	0.9158	0.6926	0.9158	0.9570
0.3906	3.6017	850	1.0360	0.6926	1.0360	1.0178
0.3906	3.6102	852	1.0517	0.6591	1.0517	1.0255
0.3906	3.6186	854	1.0831	0.6364	1.0831	1.0407
0.3906	3.6271	856	1.0065	0.6491	1.0065	1.0033
0.3906	3.6356	858	0.9201	0.6926	0.9201	0.9592
0.3906	3.6441	860	0.9125	0.6926	0.9125	0.9552
0.3906	3.6525	862	0.8575	0.7044	0.8575	0.9260
0.3906	3.6610	864	0.7742	0.7423	0.7742	0.8799
0.3906	3.6695	866	0.7785	0.7423	0.7785	0.8823
0.3906	3.6780	868	0.8108	0.7423	0.8108	0.9005
0.3906	3.6864	870	0.8244	0.7423	0.8244	0.9080
0.3906	3.6949	872	0.8429	0.7414	0.8429	0.9181
0.3906	3.7034	874	0.7824	0.7459	0.7824	0.8845
0.3906	3.7119	876	0.7579	0.7459	0.7579	0.8706
0.3906	3.7203	878	0.7251	0.7459	0.7251	0.8515
0.3906	3.7288	880	0.7150	0.7459	0.7150	0.8456
0.3906	3.7373	882	0.7886	0.7044	0.7886	0.8881
0.3906	3.7458	884	0.9357	0.6491	0.9357	0.9673
0.3906	3.7542	886	0.9382	0.6491	0.9382	0.9686
0.3906	3.7627	888	0.8747	0.6602	0.8747	0.9352
0.3906	3.7712	890	0.9449	0.6254	0.9449	0.9720
0.3906	3.7797	892	1.1655	0.5827	1.1655	1.0796
0.3906	3.7881	894	1.3120	0.5827	1.3120	1.1454
0.3906	3.7966	896	1.3552	0.5827	1.3552	1.1641
0.3906	3.8051	898	1.2788	0.5827	1.2788	1.1308
0.3906	3.8136	900	1.1541	0.5827	1.1541	1.0743
0.3906	3.8220	902	0.9605	0.6128	0.9605	0.9801
0.3906	3.8305	904	0.7859	0.6709	0.7859	0.8865
0.3906	3.8390	906	0.7742	0.6709	0.7742	0.8799
0.3906	3.8475	908	0.8884	0.6128	0.8884	0.9425
0.3906	3.8559	910	1.1287	0.5827	1.1287	1.0624
0.3906	3.8644	912	1.2898	0.5827	1.2898	1.1357
0.3906	3.8729	914	1.2838	0.5827	1.2838	1.1331
0.3906	3.8814	916	1.1193	0.5827	1.1193	1.0580
0.3906	3.8898	918	0.9927	0.5827	0.9927	0.9964
0.3906	3.8983	920	0.9119	0.5827	0.9119	0.9549
0.3906	3.9068	922	0.9328	0.5827	0.9328	0.9658
0.3906	3.9153	924	0.9286	0.5827	0.9286	0.9637
0.3906	3.9237	926	1.0363	0.5827	1.0363	1.0180
0.3906	3.9322	928	1.2068	0.5827	1.2068	1.0986
0.3906	3.9407	930	1.2056	0.5827	1.2056	1.0980
0.3906	3.9492	932	1.0389	0.5827	1.0389	1.0193
0.3906	3.9576	934	0.8189	0.6583	0.8189	0.9049
0.3906	3.9661	936	0.7356	0.7212	0.7356	0.8577
0.3906	3.9746	938	0.6935	0.7353	0.6935	0.8328
0.3906	3.9831	940	0.6835	0.7222	0.6835	0.8267
0.3906	3.9915	942	0.6945	0.7459	0.6945	0.8334
0.3906	4.0	944	0.7645	0.7321	0.7645	0.8743
0.3906	4.0085	946	0.7882	0.7284	0.7882	0.8878
0.3906	4.0169	948	0.7051	0.7459	0.7051	0.8397
0.3906	4.0254	950	0.6142	0.7601	0.6142	0.7837
0.3906	4.0339	952	0.5318	0.7601	0.5318	0.7293
0.3906	4.0424	954	0.5467	0.7601	0.5467	0.7394
0.3906	4.0508	956	0.6484	0.7601	0.6484	0.8052
0.3906	4.0593	958	0.7624	0.7321	0.7624	0.8732
0.3906	4.0678	960	0.8083	0.7321	0.8083	0.8991
0.3906	4.0763	962	0.7618	0.7321	0.7618	0.8728
0.3906	4.0847	964	0.7615	0.6595	0.7615	0.8726
0.3906	4.0932	966	0.8272	0.6709	0.8272	0.9095
0.3906	4.1017	968	0.9438	0.6239	0.9438	0.9715
0.3906	4.1102	970	1.0015	0.5827	1.0015	1.0007
0.3906	4.1186	972	1.1122	0.5827	1.1122	1.0546
0.3906	4.1271	974	1.1804	0.5827	1.1804	1.0864
0.3906	4.1356	976	1.3108	0.5411	1.3108	1.1449
0.3906	4.1441	978	1.4945	0.5411	1.4945	1.2225
0.3906	4.1525	980	1.4849	0.5411	1.4849	1.2186
0.3906	4.1610	982	1.3497	0.5411	1.3497	1.1618
0.3906	4.1695	984	1.1904	0.5827	1.1904	1.0911
0.3906	4.1780	986	1.1897	0.5827	1.1897	1.0907
0.3906	4.1864	988	1.2697	0.5827	1.2697	1.1268
0.3906	4.1949	990	1.3590	0.5827	1.3590	1.1658
0.3906	4.2034	992	1.3844	0.5827	1.3844	1.1766
0.3906	4.2119	994	1.3258	0.5827	1.3258	1.1514
0.3906	4.2203	996	1.1880	0.5827	1.1880	1.0900
0.3906	4.2288	998	1.0946	0.5827	1.0946	1.0462
0.1109	4.2373	1000	1.0077	0.5791	1.0077	1.0039
0.1109	4.2458	1002	1.0380	0.5827	1.0380	1.0188
0.1109	4.2542	1004	1.0364	0.5827	1.0364	1.0180
0.1109	4.2627	1006	1.1275	0.5827	1.1275	1.0618
0.1109	4.2712	1008	1.2164	0.5827	1.2164	1.1029
0.1109	4.2797	1010	1.1801	0.5827	1.1801	1.0863
0.1109	4.2881	1012	1.0950	0.5827	1.0950	1.0464
0.1109	4.2966	1014	1.0237	0.6254	1.0237	1.0118
0.1109	4.3051	1016	1.0094	0.6254	1.0094	1.0047
0.1109	4.3136	1018	0.9633	0.6581	0.9633	0.9815
0.1109	4.3220	1020	0.9393	0.6581	0.9393	0.9692
0.1109	4.3305	1022	0.9646	0.6581	0.9646	0.9822
0.1109	4.3390	1024	1.0396	0.6254	1.0396	1.0196
0.1109	4.3475	1026	1.0313	0.6254	1.0313	1.0155
0.1109	4.3559	1028	0.9362	0.6581	0.9362	0.9675
0.1109	4.3644	1030	0.8846	0.6581	0.8846	0.9405
0.1109	4.3729	1032	0.8348	0.6701	0.8348	0.9137
0.1109	4.3814	1034	0.8024	0.7059	0.8024	0.8958
0.1109	4.3898	1036	0.8826	0.6581	0.8826	0.9395
0.1109	4.3983	1038	1.0712	0.5827	1.0712	1.0350
0.1109	4.4068	1040	1.1687	0.5827	1.1687	1.0811
0.1109	4.4153	1042	1.1171	0.5827	1.1171	1.0569
0.1109	4.4237	1044	1.0011	0.6128	1.0011	1.0005
0.1109	4.4322	1046	0.9184	0.6701	0.9184	0.9584
0.1109	4.4407	1048	0.9480	0.6239	0.9480	0.9736
0.1109	4.4492	1050	0.9895	0.6239	0.9895	0.9947
0.1109	4.4576	1052	1.0929	0.5827	1.0929	1.0454
0.1109	4.4661	1054	1.2116	0.5411	1.2116	1.1007
0.1109	4.4746	1056	1.2639	0.5411	1.2639	1.1242
0.1109	4.4831	1058	1.3718	0.5411	1.3718	1.1712
0.1109	4.4915	1060	1.4187	0.5411	1.4187	1.1911
0.1109	4.5	1062	1.3824	0.5411	1.3824	1.1758
0.1109	4.5085	1064	1.3964	0.5169	1.3964	1.1817
0.1109	4.5169	1066	1.3231	0.5246	1.3231	1.1503
0.1109	4.5254	1068	1.2120	0.5169	1.2120	1.1009
0.1109	4.5339	1070	1.1568	0.5688	1.1568	1.0756
0.1109	4.5424	1072	1.2068	0.5827	1.2068	1.0986
0.1109	4.5508	1074	1.2647	0.5827	1.2647	1.1246
0.1109	4.5593	1076	1.2809	0.5827	1.2809	1.1318
0.1109	4.5678	1078	1.2592	0.5827	1.2592	1.1222
0.1109	4.5763	1080	1.1430	0.5827	1.1430	1.0691
0.1109	4.5847	1082	1.1159	0.5827	1.1159	1.0564
0.1109	4.5932	1084	1.0496	0.5741	1.0496	1.0245
0.1109	4.6017	1086	0.9273	0.6823	0.9273	0.9629
0.1109	4.6102	1088	0.8491	0.6823	0.8491	0.9215
0.1109	4.6186	1090	0.8502	0.6823	0.8502	0.9221
0.1109	4.6271	1092	0.8768	0.6823	0.8768	0.9364
0.1109	4.6356	1094	0.7995	0.7414	0.7995	0.8942
0.1109	4.6441	1096	0.7829	0.7414	0.7829	0.8848
0.1109	4.6525	1098	0.7179	0.7414	0.7179	0.8473
0.1109	4.6610	1100	0.6943	0.7414	0.6943	0.8333
0.1109	4.6695	1102	0.7198	0.7414	0.7198	0.8484
0.1109	4.6780	1104	0.7718	0.7188	0.7718	0.8785
0.1109	4.6864	1106	0.8376	0.7188	0.8376	0.9152
0.1109	4.6949	1108	0.8500	0.7188	0.8500	0.9219
0.1109	4.7034	1110	0.8308	0.7188	0.8308	0.9115
0.1109	4.7119	1112	0.8430	0.7059	0.8430	0.9182
0.1109	4.7203	1114	0.8797	0.6701	0.8797	0.9379
0.1109	4.7288	1116	0.8598	0.7059	0.8598	0.9272
0.1109	4.7373	1118	0.8671	0.7188	0.8671	0.9312
0.1109	4.7458	1120	0.9028	0.7188	0.9028	0.9502
0.1109	4.7542	1122	0.9281	0.7188	0.9281	0.9634
0.1109	4.7627	1124	0.8964	0.7188	0.8964	0.9468
0.1109	4.7712	1126	0.9106	0.7188	0.9106	0.9543
0.1109	4.7797	1128	0.9574	0.6713	0.9574	0.9785
0.1109	4.7881	1130	0.9510	0.6713	0.9510	0.9752
0.1109	4.7966	1132	0.9602	0.6713	0.9602	0.9799
0.1109	4.8051	1134	0.9120	0.7188	0.9120	0.9550
0.1109	4.8136	1136	0.8343	0.7188	0.8343	0.9134
0.1109	4.8220	1138	0.7873	0.7188	0.7873	0.8873
0.1109	4.8305	1140	0.8102	0.6852	0.8102	0.9001
0.1109	4.8390	1142	0.8873	0.7312	0.8873	0.9420
0.1109	4.8475	1144	1.0007	0.5928	1.0007	1.0004
0.1109	4.8559	1146	1.0355	0.5928	1.0355	1.0176
0.1109	4.8644	1148	1.0177	0.6364	1.0177	1.0088
0.1109	4.8729	1150	0.9652	0.6812	0.9652	0.9825
0.1109	4.8814	1152	0.8814	0.7188	0.8814	0.9388
0.1109	4.8898	1154	0.8020	0.6852	0.8020	0.8955
0.1109	4.8983	1156	0.7840	0.6852	0.7840	0.8854
0.1109	4.9068	1158	0.7363	0.6852	0.7363	0.8581
0.1109	4.9153	1160	0.7729	0.7188	0.7729	0.8792
0.1109	4.9237	1162	0.8889	0.6823	0.8889	0.9428
0.1109	4.9322	1164	0.9528	0.6823	0.9528	0.9761
0.1109	4.9407	1166	0.8950	0.7188	0.8950	0.9460
0.1109	4.9492	1168	0.7428	0.7414	0.7428	0.8619
0.1109	4.9576	1170	0.6278	0.7126	0.6278	0.7923
0.1109	4.9661	1172	0.6236	0.7126	0.6236	0.7897
0.1109	4.9746	1174	0.6958	0.7459	0.6958	0.8341
0.1109	4.9831	1176	0.7924	0.7188	0.7924	0.8902
0.1109	4.9915	1178	0.8855	0.7188	0.8855	0.9410
0.1109	5.0	1180	0.8842	0.7188	0.8842	0.9403
0.1109	5.0085	1182	0.7991	0.7414	0.7991	0.8939
0.1109	5.0169	1184	0.7891	0.7188	0.7891	0.8883
0.1109	5.0254	1186	0.8103	0.7188	0.8103	0.9001
0.1109	5.0339	1188	0.8081	0.7188	0.8081	0.8989
0.1109	5.0424	1190	0.7683	0.7414	0.7683	0.8765
0.1109	5.0508	1192	0.7012	0.7459	0.7012	0.8374
0.1109	5.0593	1194	0.6724	0.7459	0.6724	0.8200
0.1109	5.0678	1196	0.7055	0.7459	0.7055	0.8399
0.1109	5.0763	1198	0.8239	0.7414	0.8239	0.9077
0.1109	5.0847	1200	0.8671	0.7414	0.8671	0.9312
0.1109	5.0932	1202	0.8350	0.7414	0.8350	0.9138
0.1109	5.1017	1204	0.7448	0.7459	0.7448	0.8630
0.1109	5.1102	1206	0.7298	0.7459	0.7298	0.8543
0.1109	5.1186	1208	0.7943	0.7188	0.7943	0.8912
0.1109	5.1271	1210	0.9302	0.7188	0.9302	0.9645
0.1109	5.1356	1212	1.0839	0.6266	1.0839	1.0411
0.1109	5.1441	1214	1.1200	0.5840	1.1200	1.0583
0.1109	5.1525	1216	1.0530	0.5840	1.0530	1.0261
0.1109	5.1610	1218	0.9130	0.7188	0.9130	0.9555
0.1109	5.1695	1220	0.7987	0.7188	0.7987	0.8937
0.1109	5.1780	1222	0.7563	0.7188	0.7563	0.8697
0.1109	5.1864	1224	0.7683	0.7188	0.7683	0.8765
0.1109	5.1949	1226	0.8665	0.7188	0.8665	0.9308
0.1109	5.2034	1228	0.9836	0.6141	0.9836	0.9918
0.1109	5.2119	1230	1.0683	0.5928	1.0683	1.0336
0.1109	5.2203	1232	1.0558	0.5827	1.0558	1.0275
0.1109	5.2288	1234	0.9774	0.6128	0.9774	0.9886
0.1109	5.2373	1236	0.9152	0.6141	0.9152	0.9566
0.1109	5.2458	1238	0.9069	0.6141	0.9069	0.9523
0.1109	5.2542	1240	0.9392	0.6128	0.9392	0.9691
0.1109	5.2627	1242	0.9848	0.5827	0.9848	0.9924
0.1109	5.2712	1244	0.9972	0.5741	0.9972	0.9986
0.1109	5.2797	1246	1.0272	0.5741	1.0272	1.0135
0.1109	5.2881	1248	1.0545	0.5741	1.0545	1.0269
0.1109	5.2966	1250	1.0407	0.5827	1.0407	1.0201
0.1109	5.3051	1252	0.9618	0.5741	0.9618	0.9807
0.1109	5.3136	1254	0.8065	0.7059	0.8065	0.8980
0.1109	5.3220	1256	0.6600	0.7126	0.6600	0.8124
0.1109	5.3305	1258	0.6193	0.7126	0.6193	0.7870
0.1109	5.3390	1260	0.6540	0.7459	0.6540	0.8087
0.1109	5.3475	1262	0.7602	0.7284	0.7602	0.8719
0.1109	5.3559	1264	0.8423	0.7284	0.8423	0.9178
0.1109	5.3644	1266	0.8603	0.7284	0.8603	0.9275
0.1109	5.3729	1268	0.8377	0.7284	0.8377	0.9153
0.1109	5.3814	1270	0.8284	0.7284	0.8284	0.9102
0.1109	5.3898	1272	0.7735	0.7321	0.7735	0.8795
0.1109	5.3983	1274	0.7172	0.7459	0.7172	0.8469
0.1109	5.4068	1276	0.6673	0.7459	0.6673	0.8169
0.1109	5.4153	1278	0.6892	0.7459	0.6892	0.8302
0.1109	5.4237	1280	0.7743	0.7414	0.7743	0.8799
0.1109	5.4322	1282	0.8766	0.7284	0.8766	0.9363
0.1109	5.4407	1284	0.9496	0.6491	0.9496	0.9745
0.1109	5.4492	1286	0.9593	0.6266	0.9593	0.9794
0.1109	5.4576	1288	0.9601	0.5840	0.9601	0.9799
0.1109	5.4661	1290	0.9285	0.5840	0.9285	0.9636
0.1109	5.4746	1292	1.0049	0.5928	1.0049	1.0024
0.1109	5.4831	1294	1.0194	0.5928	1.0194	1.0096
0.1109	5.4915	1296	0.9628	0.5840	0.9628	0.9812
0.1109	5.5	1298	0.9376	0.6266	0.9376	0.9683
0.1109	5.5085	1300	0.9197	0.6705	0.9197	0.9590
0.1109	5.5169	1302	0.9422	0.6266	0.9422	0.9707
0.1109	5.5254	1304	1.0553	0.5928	1.0553	1.0273
0.1109	5.5339	1306	1.1147	0.5928	1.1147	1.0558
0.1109	5.5424	1308	1.0852	0.5928	1.0852	1.0417
0.1109	5.5508	1310	0.9974	0.5928	0.9974	0.9987
0.1109	5.5593	1312	0.9600	0.5840	0.9600	0.9798
0.1109	5.5678	1314	0.9967	0.5840	0.9967	0.9984
0.1109	5.5763	1316	1.0703	0.6266	1.0703	1.0346
0.1109	5.5847	1318	1.1422	0.616	1.1422	1.0687
0.1109	5.5932	1320	1.2014	0.5741	1.2014	1.0961
0.1109	5.6017	1322	1.2513	0.5827	1.2513	1.1186
0.1109	5.6102	1324	1.1702	0.5827	1.1702	1.0817
0.1109	5.6186	1326	1.0382	0.6266	1.0382	1.0189
0.1109	5.6271	1328	0.9752	0.6266	0.9752	0.9875
0.1109	5.6356	1330	0.9938	0.6266	0.9938	0.9969
0.1109	5.6441	1332	1.0737	0.5928	1.0737	1.0362
0.1109	5.6525	1334	1.1937	0.5827	1.1937	1.0926
0.1109	5.6610	1336	1.2664	0.5827	1.2664	1.1253
0.1109	5.6695	1338	1.3003	0.5827	1.3003	1.1403
0.1109	5.6780	1340	1.3046	0.5411	1.3046	1.1422
0.1109	5.6864	1342	1.2502	0.5411	1.2502	1.1181
0.1109	5.6949	1344	1.2480	0.5411	1.2480	1.1171
0.1109	5.7034	1346	1.3200	0.5411	1.3200	1.1489
0.1109	5.7119	1348	1.3458	0.5411	1.3458	1.1601
0.1109	5.7203	1350	1.3466	0.5411	1.3466	1.1604
0.1109	5.7288	1352	1.3435	0.5411	1.3435	1.1591
0.1109	5.7373	1354	1.2884	0.5411	1.2884	1.1351
0.1109	5.7458	1356	1.3141	0.5411	1.3141	1.1463
0.1109	5.7542	1358	1.3296	0.5827	1.3296	1.1531
0.1109	5.7627	1360	1.2791	0.5827	1.2791	1.1310
0.1109	5.7712	1362	1.1818	0.5827	1.1818	1.0871
0.1109	5.7797	1364	1.0541	0.5840	1.0541	1.0267
0.1109	5.7881	1366	0.9631	0.5840	0.9631	0.9814
0.1109	5.7966	1368	0.9978	0.5840	0.9978	0.9989
0.1109	5.8051	1370	1.1107	0.5741	1.1107	1.0539
0.1109	5.8136	1372	1.2836	0.5827	1.2836	1.1330
0.1109	5.8220	1374	1.3280	0.5827	1.3280	1.1524
0.1109	5.8305	1376	1.3056	0.5827	1.3056	1.1426
0.1109	5.8390	1378	1.3191	0.5827	1.3191	1.1485
0.1109	5.8475	1380	1.2831	0.5827	1.2831	1.1328
0.1109	5.8559	1382	1.2465	0.5741	1.2465	1.1165
0.1109	5.8644	1384	1.1722	0.5741	1.1722	1.0827
0.1109	5.8729	1386	1.1788	0.5741	1.1788	1.0857
0.1109	5.8814	1388	1.1557	0.5741	1.1557	1.0751
0.1109	5.8898	1390	1.1761	0.5741	1.1761	1.0845
0.1109	5.8983	1392	1.1344	0.5741	1.1344	1.0651
0.1109	5.9068	1394	1.0776	0.5741	1.0776	1.0381
0.1109	5.9153	1396	1.0499	0.5840	1.0499	1.0246
0.1109	5.9237	1398	1.0349	0.6266	1.0349	1.0173
0.1109	5.9322	1400	1.0920	0.5741	1.0920	1.0450
0.1109	5.9407	1402	1.1959	0.5741	1.1959	1.0936
0.1109	5.9492	1404	1.2234	0.5741	1.2234	1.1061
0.1109	5.9576	1406	1.1584	0.5741	1.1584	1.0763
0.1109	5.9661	1408	1.0382	0.6266	1.0382	1.0189
0.1109	5.9746	1410	1.0035	0.6266	1.0035	1.0017
0.1109	5.9831	1412	1.0130	0.6266	1.0130	1.0065
0.1109	5.9915	1414	1.0073	0.6266	1.0073	1.0036
0.1109	6.0	1416	0.9879	0.6266	0.9879	0.9939
0.1109	6.0085	1418	1.0189	0.6266	1.0189	1.0094
0.1109	6.0169	1420	1.1262	0.5741	1.1262	1.0612
0.1109	6.0254	1422	1.1916	0.5741	1.1916	1.0916
0.1109	6.0339	1424	1.2367	0.5827	1.2367	1.1121
0.1109	6.0424	1426	1.2455	0.5827	1.2455	1.1160
0.1109	6.0508	1428	1.2473	0.5827	1.2473	1.1168
0.1109	6.0593	1430	1.1838	0.5827	1.1838	1.0880
0.1109	6.0678	1432	1.1886	0.5827	1.1886	1.0902
0.1109	6.0763	1434	1.2253	0.5827	1.2253	1.1069
0.1109	6.0847	1436	1.2968	0.5827	1.2968	1.1388
0.1109	6.0932	1438	1.3262	0.5827	1.3262	1.1516
0.1109	6.1017	1440	1.2582	0.5827	1.2582	1.1217
0.1109	6.1102	1442	1.1561	0.5827	1.1561	1.0752
0.1109	6.1186	1444	1.0811	0.5741	1.0811	1.0398
0.1109	6.1271	1446	1.0001	0.5741	1.0001	1.0001
0.1109	6.1356	1448	0.9941	0.5741	0.9941	0.9971
0.1109	6.1441	1450	1.0552	0.5741	1.0552	1.0272
0.1109	6.1525	1452	1.1765	0.5827	1.1765	1.0847
0.1109	6.1610	1454	1.3216	0.5827	1.3216	1.1496
0.1109	6.1695	1456	1.4459	0.5827	1.4459	1.2025
0.1109	6.1780	1458	1.4544	0.5827	1.4544	1.2060
0.1109	6.1864	1460	1.3454	0.5827	1.3454	1.1599
0.1109	6.1949	1462	1.2054	0.5827	1.2054	1.0979
0.1109	6.2034	1464	1.0789	0.5827	1.0789	1.0387
0.1109	6.2119	1466	1.0227	0.5741	1.0227	1.0113
0.1109	6.2203	1468	0.9882	0.616	0.9882	0.9941
0.1109	6.2288	1470	1.0391	0.616	1.0391	1.0193
0.1109	6.2373	1472	1.1383	0.5741	1.1383	1.0669
0.1109	6.2458	1474	1.2286	0.5827	1.2286	1.1084
0.1109	6.2542	1476	1.2095	0.5827	1.2095	1.0998
0.1109	6.2627	1478	1.1115	0.5741	1.1115	1.0543
0.1109	6.2712	1480	1.0184	0.616	1.0184	1.0092
0.1109	6.2797	1482	0.9617	0.616	0.9617	0.9807
0.1109	6.2881	1484	0.9376	0.616	0.9376	0.9683
0.1109	6.2966	1486	0.9920	0.6254	0.9920	0.9960
0.1109	6.3051	1488	1.0064	0.6254	1.0064	1.0032
0.1109	6.3136	1490	0.9766	0.6266	0.9766	0.9882
0.1109	6.3220	1492	0.9191	0.6376	0.9191	0.9587
0.1109	6.3305	1494	0.8804	0.6376	0.8804	0.9383
0.1109	6.3390	1496	0.8809	0.6376	0.8809	0.9386
0.1109	6.3475	1498	0.8605	0.6376	0.8605	0.9277
0.0709	6.3559	1500	0.8148	0.6713	0.8148	0.9026
0.0709	6.3644	1502	0.8172	0.6713	0.8172	0.9040
0.0709	6.3729	1504	0.8890	0.6266	0.8890	0.9429
0.0709	6.3814	1506	0.9903	0.6266	0.9903	0.9951
0.0709	6.3898	1508	1.0399	0.6364	1.0399	1.0198
0.0709	6.3983	1510	1.0989	0.5827	1.0989	1.0483
0.0709	6.4068	1512	1.1602	0.5827	1.1602	1.0771
0.0709	6.4153	1514	1.1459	0.5827	1.1459	1.0705
0.0709	6.4237	1516	1.0941	0.5827	1.0941	1.0460
0.0709	6.4322	1518	1.0661	0.5827	1.0661	1.0325
0.0709	6.4407	1520	1.0548	0.5827	1.0548	1.0270
0.0709	6.4492	1522	1.1035	0.5827	1.1035	1.0505
0.0709	6.4576	1524	1.1479	0.5827	1.1479	1.0714
0.0709	6.4661	1526	1.1900	0.5827	1.1900	1.0909
0.0709	6.4746	1528	1.1551	0.6266	1.1551	1.0748
0.0709	6.4831	1530	1.0370	0.6266	1.0370	1.0183
0.0709	6.4915	1532	0.9533	0.6266	0.9533	0.9764
0.0709	6.5	1534	0.8927	0.6376	0.8927	0.9448
0.0709	6.5085	1536	0.9157	0.6266	0.9157	0.9569
0.0709	6.5169	1538	0.9674	0.6266	0.9674	0.9836
0.0709	6.5254	1540	0.9778	0.6254	0.9778	0.9889
0.0709	6.5339	1542	0.9520	0.6266	0.9520	0.9757
0.0709	6.5424	1544	0.9292	0.6266	0.9292	0.9640
0.0709	6.5508	1546	0.9658	0.6266	0.9658	0.9828
0.0709	6.5593	1548	1.0557	0.6364	1.0557	1.0275
0.0709	6.5678	1550	1.0750	0.6364	1.0750	1.0368
0.0709	6.5763	1552	1.0650	0.6254	1.0650	1.0320
0.0709	6.5847	1554	1.0374	0.5827	1.0374	1.0185
0.0709	6.5932	1556	0.9765	0.6254	0.9765	0.9882
0.0709	6.6017	1558	0.9650	0.6364	0.9650	0.9823
0.0709	6.6102	1560	0.9718	0.6364	0.9718	0.9858
0.0709	6.6186	1562	0.9542	0.6266	0.9542	0.9769
0.0709	6.6271	1564	0.9385	0.6376	0.9385	0.9687
0.0709	6.6356	1566	0.8833	0.6823	0.8833	0.9398
0.0709	6.6441	1568	0.8892	0.6823	0.8892	0.9430
0.0709	6.6525	1570	0.8985	0.6823	0.8985	0.9479
0.0709	6.6610	1572	0.9523	0.6705	0.9523	0.9759
0.0709	6.6695	1574	1.0489	0.5928	1.0489	1.0242
0.0709	6.6780	1576	1.1107	0.5827	1.1107	1.0539
0.0709	6.6864	1578	1.1115	0.5827	1.1115	1.0543
0.0709	6.6949	1580	1.0787	0.5827	1.0787	1.0386
0.0709	6.7034	1582	1.1045	0.5827	1.1045	1.0509
0.0709	6.7119	1584	1.1027	0.5827	1.1027	1.0501
0.0709	6.7203	1586	1.0609	0.5827	1.0609	1.0300
0.0709	6.7288	1588	1.0350	0.5827	1.0350	1.0173
0.0709	6.7373	1590	1.0298	0.5827	1.0298	1.0148
0.0709	6.7458	1592	1.0087	0.5928	1.0087	1.0043
0.0709	6.7542	1594	1.0360	0.5928	1.0360	1.0178
0.0709	6.7627	1596	1.0851	0.5827	1.0851	1.0417
0.0709	6.7712	1598	1.1323	0.5827	1.1323	1.0641
0.0709	6.7797	1600	1.0984	0.5827	1.0984	1.0481
0.0709	6.7881	1602	1.0378	0.5827	1.0378	1.0187
0.0709	6.7966	1604	0.9916	0.5928	0.9916	0.9958
0.0709	6.8051	1606	0.9671	0.5928	0.9671	0.9834
0.0709	6.8136	1608	0.9152	0.6934	0.9152	0.9567
0.0709	6.8220	1610	0.9170	0.6934	0.9170	0.9576
0.0709	6.8305	1612	0.9757	0.5827	0.9757	0.9878
0.0709	6.8390	1614	1.0602	0.5827	1.0602	1.0296
0.0709	6.8475	1616	1.1491	0.5827	1.1491	1.0720
0.0709	6.8559	1618	1.2313	0.5827	1.2313	1.1096
0.0709	6.8644	1620	1.2411	0.5827	1.2411	1.1141
0.0709	6.8729	1622	1.2212	0.5827	1.2212	1.1051
0.0709	6.8814	1624	1.1439	0.5827	1.1439	1.0695
0.0709	6.8898	1626	1.0516	0.5827	1.0516	1.0255
0.0709	6.8983	1628	1.0101	0.5827	1.0101	1.0050
0.0709	6.9068	1630	1.0135	0.5827	1.0135	1.0067
0.0709	6.9153	1632	0.9705	0.6266	0.9705	0.9851
0.0709	6.9237	1634	0.9165	0.6823	0.9165	0.9574
0.0709	6.9322	1636	0.9066	0.6823	0.9066	0.9522
0.0709	6.9407	1638	0.9241	0.6376	0.9241	0.9613
0.0709	6.9492	1640	0.9383	0.6266	0.9383	0.9687
0.0709	6.9576	1642	0.9835	0.5928	0.9835	0.9917
0.0709	6.9661	1644	1.0496	0.5827	1.0496	1.0245
0.0709	6.9746	1646	1.1087	0.5827	1.1087	1.0530
0.0709	6.9831	1648	1.0980	0.5827	1.0980	1.0478
0.0709	6.9915	1650	1.0667	0.5827	1.0667	1.0328
0.0709	7.0	1652	1.0543	0.5827	1.0543	1.0268
0.0709	7.0085	1654	1.0446	0.5928	1.0446	1.0221
0.0709	7.0169	1656	0.9977	0.5928	0.9977	0.9989
0.0709	7.0254	1658	1.0072	0.5840	1.0072	1.0036
0.0709	7.0339	1660	1.0168	0.5840	1.0168	1.0083
0.0709	7.0424	1662	1.0214	0.5840	1.0214	1.0107
0.0709	7.0508	1664	1.0250	0.6069	1.0250	1.0124
0.0709	7.0593	1666	1.0265	0.6926	1.0265	1.0132
0.0709	7.0678	1668	0.9869	0.7044	0.9869	0.9934
0.0709	7.0763	1670	0.9419	0.7414	0.9419	0.9705
0.0709	7.0847	1672	0.9257	0.7414	0.9257	0.9622
0.0709	7.0932	1674	0.9032	0.7414	0.9032	0.9504
0.0709	7.1017	1676	0.8895	0.7414	0.8895	0.9431
0.0709	7.1102	1678	0.8784	0.7414	0.8784	0.9372
0.0709	7.1186	1680	0.9097	0.6944	0.9097	0.9538
0.0709	7.1271	1682	0.9922	0.5840	0.9922	0.9961
0.0709	7.1356	1684	1.0954	0.5840	1.0954	1.0466
0.0709	7.1441	1686	1.1806	0.5741	1.1806	1.0865
0.0709	7.1525	1688	1.2549	0.5827	1.2549	1.1202
0.0709	7.1610	1690	1.2892	0.5827	1.2892	1.1354
0.0709	7.1695	1692	1.2623	0.5827	1.2623	1.1235
0.0709	7.1780	1694	1.1824	0.5827	1.1824	1.0874
0.0709	7.1864	1696	1.0947	0.5827	1.0947	1.0463
0.0709	7.1949	1698	1.0407	0.5827	1.0407	1.0201
0.0709	7.2034	1700	1.0285	0.5827	1.0285	1.0141
0.0709	7.2119	1702	1.0674	0.5827	1.0674	1.0332
0.0709	7.2203	1704	1.0968	0.5827	1.0968	1.0473
0.0709	7.2288	1706	1.1723	0.5827	1.1723	1.0827
0.0709	7.2373	1708	1.1860	0.5827	1.1860	1.0890
0.0709	7.2458	1710	1.1366	0.5741	1.1366	1.0661
0.0709	7.2542	1712	1.0476	0.5741	1.0476	1.0235
0.0709	7.2627	1714	0.9750	0.6033	0.9750	0.9874
0.0709	7.2712	1716	0.9495	0.6033	0.9495	0.9744
0.0709	7.2797	1718	0.9070	0.6477	0.9070	0.9524
0.0709	7.2881	1720	0.9212	0.6033	0.9212	0.9598
0.0709	7.2966	1722	0.9608	0.6033	0.9608	0.9802
0.0709	7.3051	1724	0.9583	0.6033	0.9583	0.9789
0.0709	7.3136	1726	0.9619	0.6033	0.9619	0.9807
0.0709	7.3220	1728	0.9749	0.6033	0.9749	0.9874
0.0709	7.3305	1730	0.9449	0.6033	0.9449	0.9721
0.0709	7.3390	1732	0.9361	0.6033	0.9361	0.9675
0.0709	7.3475	1734	0.9446	0.6033	0.9446	0.9719
0.0709	7.3559	1736	0.9776	0.6033	0.9776	0.9887
0.0709	7.3644	1738	0.9902	0.6141	0.9902	0.9951
0.0709	7.3729	1740	0.9982	0.6141	0.9982	0.9991
0.0709	7.3814	1742	1.0271	0.5840	1.0271	1.0135
0.0709	7.3898	1744	1.0812	0.5840	1.0812	1.0398
0.0709	7.3983	1746	1.0818	0.5840	1.0818	1.0401
0.0709	7.4068	1748	1.0364	0.5840	1.0364	1.0180
0.0709	7.4153	1750	0.9565	0.6141	0.9565	0.9780
0.0709	7.4237	1752	0.8628	0.7188	0.8628	0.9289
0.0709	7.4322	1754	0.8239	0.7188	0.8239	0.9077
0.0709	7.4407	1756	0.8179	0.7222	0.8179	0.9044
0.0709	7.4492	1758	0.8042	0.7222	0.8042	0.8968
0.0709	7.4576	1760	0.8321	0.6721	0.8321	0.9122
0.0709	7.4661	1762	0.8909	0.6141	0.8909	0.9439
0.0709	7.4746	1764	0.9038	0.6141	0.9038	0.9507
0.0709	7.4831	1766	0.9236	0.6239	0.9236	0.9610
0.0709	7.4915	1768	0.9066	0.6239	0.9066	0.9522
0.0709	7.5	1770	0.9123	0.6128	0.9123	0.9551
0.0709	7.5085	1772	0.9663	0.6128	0.9663	0.9830
0.0709	7.5169	1774	1.0369	0.6128	1.0369	1.0183
0.0709	7.5254	1776	1.0832	0.5827	1.0832	1.0408
0.0709	7.5339	1778	1.0950	0.5827	1.0950	1.0464
0.0709	7.5424	1780	1.0836	0.5827	1.0836	1.0410
0.0709	7.5508	1782	1.0240	0.6128	1.0240	1.0119
0.0709	7.5593	1784	0.9523	0.6128	0.9523	0.9759
0.0709	7.5678	1786	0.8935	0.6239	0.8935	0.9453
0.0709	7.5763	1788	0.8821	0.6239	0.8821	0.9392
0.0709	7.5847	1790	0.8728	0.6239	0.8728	0.9342
0.0709	7.5932	1792	0.8881	0.6239	0.8881	0.9424
0.0709	7.6017	1794	0.9101	0.6239	0.9101	0.9540
0.0709	7.6102	1796	0.9339	0.6239	0.9339	0.9664
0.0709	7.6186	1798	1.0001	0.6128	1.0001	1.0000
0.0709	7.6271	1800	1.0820	0.5827	1.0820	1.0402
0.0709	7.6356	1802	1.1304	0.5827	1.1304	1.0632
0.0709	7.6441	1804	1.1180	0.5827	1.1180	1.0574
0.0709	7.6525	1806	1.0937	0.5827	1.0937	1.0458
0.0709	7.6610	1808	1.0850	0.6128	1.0850	1.0417
0.0709	7.6695	1810	1.0769	0.6128	1.0769	1.0378
0.0709	7.6780	1812	1.0759	0.5827	1.0759	1.0372
0.0709	7.6864	1814	1.0950	0.5827	1.0950	1.0464
0.0709	7.6949	1816	1.1015	0.5827	1.1015	1.0495
0.0709	7.7034	1818	1.0788	0.5827	1.0788	1.0387
0.0709	7.7119	1820	1.0571	0.5827	1.0571	1.0282
0.0709	7.7203	1822	1.0595	0.5827	1.0595	1.0293
0.0709	7.7288	1824	1.0341	0.5827	1.0341	1.0169
0.0709	7.7373	1826	1.0269	0.6128	1.0269	1.0134
0.0709	7.7458	1828	1.0436	0.5827	1.0436	1.0216
0.0709	7.7542	1830	1.0912	0.5827	1.0912	1.0446
0.0709	7.7627	1832	1.1033	0.5827	1.1033	1.0504
0.0709	7.7712	1834	1.0694	0.5827	1.0694	1.0341
0.0709	7.7797	1836	1.0111	0.6239	1.0111	1.0055
0.0709	7.7881	1838	0.9771	0.6239	0.9771	0.9885
0.0709	7.7966	1840	0.9739	0.6239	0.9739	0.9869
0.0709	7.8051	1842	1.0043	0.6239	1.0043	1.0021
0.0709	7.8136	1844	1.0772	0.5827	1.0772	1.0379
0.0709	7.8220	1846	1.1223	0.5827	1.1223	1.0594
0.0709	7.8305	1848	1.1539	0.5827	1.1539	1.0742
0.0709	7.8390	1850	1.1294	0.5827	1.1294	1.0627
0.0709	7.8475	1852	1.0655	0.5827	1.0655	1.0322
0.0709	7.8559	1854	1.0048	0.6239	1.0048	1.0024
0.0709	7.8644	1856	0.9487	0.6701	0.9487	0.9740
0.0709	7.8729	1858	0.9341	0.6701	0.9341	0.9665
0.0709	7.8814	1860	0.9060	0.6701	0.9060	0.9518
0.0709	7.8898	1862	0.8996	0.6701	0.8996	0.9485
0.0709	7.8983	1864	0.9196	0.6701	0.9196	0.9590
0.0709	7.9068	1866	0.9411	0.6239	0.9411	0.9701
0.0709	7.9153	1868	0.9705	0.6239	0.9705	0.9851
0.0709	7.9237	1870	1.0260	0.5928	1.0260	1.0129
0.0709	7.9322	1872	1.0916	0.5827	1.0916	1.0448
0.0709	7.9407	1874	1.1012	0.5827	1.1012	1.0494
0.0709	7.9492	1876	1.0789	0.5827	1.0789	1.0387
0.0709	7.9576	1878	1.0818	0.5827	1.0818	1.0401
0.0709	7.9661	1880	1.0527	0.5827	1.0527	1.0260
0.0709	7.9746	1882	1.0316	0.5827	1.0316	1.0157
0.0709	7.9831	1884	1.0129	0.5827	1.0129	1.0064
0.0709	7.9915	1886	0.9870	0.5928	0.9870	0.9935
0.0709	8.0	1888	0.9354	0.6239	0.9354	0.9672
0.0709	8.0085	1890	0.8847	0.6701	0.8847	0.9406
0.0709	8.0169	1892	0.8806	0.6701	0.8806	0.9384
0.0709	8.0254	1894	0.9163	0.6701	0.9163	0.9572
0.0709	8.0339	1896	0.9708	0.6128	0.9708	0.9853
0.0709	8.0424	1898	1.0466	0.5827	1.0466	1.0230
0.0709	8.0508	1900	1.1092	0.5827	1.1092	1.0532
0.0709	8.0593	1902	1.1655	0.5827	1.1655	1.0796
0.0709	8.0678	1904	1.1716	0.5827	1.1716	1.0824
0.0709	8.0763	1906	1.1325	0.5827	1.1325	1.0642
0.0709	8.0847	1908	1.1177	0.5827	1.1177	1.0572
0.0709	8.0932	1910	1.0803	0.5827	1.0803	1.0394
0.0709	8.1017	1912	1.0151	0.5827	1.0151	1.0075
0.0709	8.1102	1914	0.9285	0.6701	0.9285	0.9636
0.0709	8.1186	1916	0.8519	0.6701	0.8519	0.9230
0.0709	8.1271	1918	0.7995	0.6869	0.7995	0.8942
0.0709	8.1356	1920	0.7866	0.6869	0.7866	0.8869
0.0709	8.1441	1922	0.8006	0.6869	0.8006	0.8948
0.0709	8.1525	1924	0.8451	0.6713	0.8451	0.9193
0.0709	8.1610	1926	0.9014	0.6713	0.9014	0.9494
0.0709	8.1695	1928	0.9461	0.6713	0.9461	0.9727
0.0709	8.1780	1930	0.9620	0.6376	0.9620	0.9808
0.0709	8.1864	1932	0.9834	0.6376	0.9834	0.9917
0.0709	8.1949	1934	0.9599	0.6713	0.9599	0.9797
0.0709	8.2034	1936	0.9424	0.6713	0.9424	0.9708
0.0709	8.2119	1938	0.9136	0.6713	0.9136	0.9558
0.0709	8.2203	1940	0.9039	0.6713	0.9039	0.9507
0.0709	8.2288	1942	0.8987	0.6713	0.8987	0.9480
0.0709	8.2373	1944	0.9134	0.6701	0.9134	0.9557
0.0709	8.2458	1946	0.9113	0.6701	0.9113	0.9546
0.0709	8.2542	1948	0.8941	0.6593	0.8941	0.9456
0.0709	8.2627	1950	0.8868	0.6701	0.8868	0.9417
0.0709	8.2712	1952	0.9016	0.6701	0.9016	0.9495
0.0709	8.2797	1954	0.9308	0.6701	0.9308	0.9648
0.0709	8.2881	1956	0.9557	0.6581	0.9557	0.9776
0.0709	8.2966	1958	0.9884	0.6581	0.9884	0.9942
0.0709	8.3051	1960	1.0201	0.6128	1.0201	1.0100
0.0709	8.3136	1962	1.0246	0.6128	1.0246	1.0122
0.0709	8.3220	1964	1.0105	0.6128	1.0105	1.0052
0.0709	8.3305	1966	0.9861	0.6128	0.9861	0.9930
0.0709	8.3390	1968	0.9453	0.6581	0.9453	0.9723
0.0709	8.3475	1970	0.9044	0.6701	0.9044	0.9510
0.0709	8.3559	1972	0.8657	0.6709	0.8657	0.9305
0.0709	8.3644	1974	0.8486	0.6709	0.8486	0.9212
0.0709	8.3729	1976	0.8621	0.6701	0.8621	0.9285
0.0709	8.3814	1978	0.9025	0.6701	0.9025	0.9500
0.0709	8.3898	1980	0.9475	0.6581	0.9475	0.9734
0.0709	8.3983	1982	1.0013	0.6128	1.0013	1.0007
0.0709	8.4068	1984	1.0204	0.6128	1.0204	1.0102
0.0709	8.4153	1986	1.0370	0.6128	1.0370	1.0184
0.0709	8.4237	1988	1.0427	0.5827	1.0427	1.0211
0.0709	8.4322	1990	1.0174	0.6128	1.0174	1.0086
0.0709	8.4407	1992	0.9821	0.6581	0.9821	0.9910
0.0709	8.4492	1994	0.9700	0.6581	0.9700	0.9849
0.0709	8.4576	1996	0.9861	0.6581	0.9861	0.9930
0.0709	8.4661	1998	1.0139	0.5827	1.0139	1.0069
0.0553	8.4746	2000	1.0431	0.5827	1.0431	1.0213
0.0553	8.4831	2002	1.0555	0.5827	1.0555	1.0274
0.0553	8.4915	2004	1.0595	0.5827	1.0595	1.0293
0.0553	8.5	2006	1.0658	0.5827	1.0658	1.0324
0.0553	8.5085	2008	1.0475	0.5827	1.0475	1.0235
0.0553	8.5169	2010	1.0307	0.6128	1.0307	1.0152
0.0553	8.5254	2012	1.0204	0.6128	1.0204	1.0101
0.0553	8.5339	2014	0.9879	0.6128	0.9879	0.9939
0.0553	8.5424	2016	0.9705	0.6128	0.9705	0.9852
0.0553	8.5508	2018	0.9527	0.6128	0.9527	0.9761
0.0553	8.5593	2020	0.9468	0.6128	0.9468	0.9730
0.0553	8.5678	2022	0.9322	0.6128	0.9322	0.9655
0.0553	8.5763	2024	0.9434	0.6128	0.9434	0.9713
0.0553	8.5847	2026	0.9775	0.6128	0.9775	0.9887
0.0553	8.5932	2028	0.9957	0.6128	0.9957	0.9978
0.0553	8.6017	2030	1.0083	0.6128	1.0083	1.0042
0.0553	8.6102	2032	1.0190	0.6128	1.0190	1.0094
0.0553	8.6186	2034	1.0096	0.6128	1.0096	1.0048
0.0553	8.6271	2036	0.9930	0.6128	0.9930	0.9965
0.0553	8.6356	2038	0.9626	0.6239	0.9626	0.9811
0.0553	8.6441	2040	0.9483	0.6239	0.9483	0.9738
0.0553	8.6525	2042	0.9506	0.6239	0.9506	0.9750
0.0553	8.6610	2044	0.9300	0.6141	0.9300	0.9644
0.0553	8.6695	2046	0.9184	0.6252	0.9184	0.9583
0.0553	8.6780	2048	0.9129	0.6354	0.9129	0.9555
0.0553	8.6864	2050	0.9012	0.6825	0.9012	0.9493
0.0553	8.6949	2052	0.9085	0.6239	0.9085	0.9531
0.0553	8.7034	2054	0.9400	0.6128	0.9400	0.9696
0.0553	8.7119	2056	0.9663	0.5827	0.9663	0.9830
0.0553	8.7203	2058	0.9800	0.5827	0.9800	0.9899
0.0553	8.7288	2060	1.0015	0.5827	1.0015	1.0008
0.0553	8.7373	2062	1.0361	0.5827	1.0361	1.0179
0.0553	8.7458	2064	1.0538	0.5827	1.0538	1.0266
0.0553	8.7542	2066	1.0565	0.5827	1.0565	1.0279
0.0553	8.7627	2068	1.0438	0.5827	1.0438	1.0217
0.0553	8.7712	2070	1.0259	0.5827	1.0259	1.0129
0.0553	8.7797	2072	1.0214	0.5827	1.0214	1.0106
0.0553	8.7881	2074	1.0190	0.5827	1.0190	1.0095
0.0553	8.7966	2076	1.0268	0.5827	1.0268	1.0133
0.0553	8.8051	2078	1.0240	0.5827	1.0240	1.0119
0.0553	8.8136	2080	1.0071	0.5827	1.0071	1.0035
0.0553	8.8220	2082	0.9837	0.5827	0.9837	0.9918
0.0553	8.8305	2084	0.9715	0.5827	0.9715	0.9857
0.0553	8.8390	2086	0.9696	0.5827	0.9696	0.9847
0.0553	8.8475	2088	0.9663	0.5827	0.9663	0.9830
0.0553	8.8559	2090	0.9547	0.6128	0.9547	0.9771
0.0553	8.8644	2092	0.9471	0.6128	0.9471	0.9732
0.0553	8.8729	2094	0.9479	0.6128	0.9479	0.9736
0.0553	8.8814	2096	0.9478	0.6128	0.9478	0.9736
0.0553	8.8898	2098	0.9517	0.6239	0.9517	0.9756
0.0553	8.8983	2100	0.9551	0.6239	0.9551	0.9773
0.0553	8.9068	2102	0.9658	0.5928	0.9658	0.9827
0.0553	8.9153	2104	0.9620	0.5928	0.9620	0.9808
0.0553	8.9237	2106	0.9638	0.5840	0.9638	0.9818
0.0553	8.9322	2108	0.9662	0.5840	0.9662	0.9830
0.0553	8.9407	2110	0.9803	0.5840	0.9803	0.9901
0.0553	8.9492	2112	0.9794	0.5840	0.9794	0.9897
0.0553	8.9576	2114	0.9790	0.5840	0.9790	0.9894
0.0553	8.9661	2116	0.9784	0.5840	0.9784	0.9892
0.0553	8.9746	2118	0.9598	0.5840	0.9598	0.9797
0.0553	8.9831	2120	0.9484	0.5840	0.9484	0.9738
0.0553	8.9915	2122	0.9310	0.6141	0.9310	0.9649
0.0553	9.0	2124	0.9242	0.6141	0.9242	0.9614
0.0553	9.0085	2126	0.9180	0.6141	0.9180	0.9581
0.0553	9.0169	2128	0.9078	0.6141	0.9078	0.9528
0.0553	9.0254	2130	0.9187	0.6141	0.9187	0.9585
0.0553	9.0339	2132	0.9308	0.6141	0.9308	0.9648
0.0553	9.0424	2134	0.9310	0.6141	0.9310	0.9649
0.0553	9.0508	2136	0.9250	0.6141	0.9250	0.9618
0.0553	9.0593	2138	0.9279	0.6141	0.9279	0.9633
0.0553	9.0678	2140	0.9199	0.6141	0.9199	0.9591
0.0553	9.0763	2142	0.9219	0.6141	0.9219	0.9602
0.0553	9.0847	2144	0.9327	0.5840	0.9327	0.9658
0.0553	9.0932	2146	0.9334	0.5840	0.9334	0.9661
0.0553	9.1017	2148	0.9351	0.5840	0.9351	0.9670
0.0553	9.1102	2150	0.9432	0.5840	0.9432	0.9712
0.0553	9.1186	2152	0.9628	0.5840	0.9628	0.9812
0.0553	9.1271	2154	0.9734	0.5840	0.9734	0.9866
0.0553	9.1356	2156	0.9874	0.5840	0.9874	0.9937
0.0553	9.1441	2158	0.9907	0.5840	0.9907	0.9953
0.0553	9.1525	2160	0.9927	0.5840	0.9927	0.9964
0.0553	9.1610	2162	0.9925	0.5840	0.9925	0.9963
0.0553	9.1695	2164	0.9869	0.5840	0.9869	0.9934
0.0553	9.1780	2166	0.9829	0.5840	0.9829	0.9914
0.0553	9.1864	2168	0.9845	0.5840	0.9845	0.9922
0.0553	9.1949	2170	0.9726	0.5840	0.9726	0.9862
0.0553	9.2034	2172	0.9690	0.5840	0.9690	0.9844
0.0553	9.2119	2174	0.9673	0.5840	0.9673	0.9835
0.0553	9.2203	2176	0.9592	0.6141	0.9592	0.9794
0.0553	9.2288	2178	0.9564	0.6141	0.9564	0.9779
0.0553	9.2373	2180	0.9504	0.6141	0.9504	0.9749
0.0553	9.2458	2182	0.9397	0.6141	0.9397	0.9694
0.0553	9.2542	2184	0.9294	0.6141	0.9294	0.9640
0.0553	9.2627	2186	0.9251	0.6141	0.9251	0.9618
0.0553	9.2712	2188	0.9279	0.6141	0.9279	0.9633
0.0553	9.2797	2190	0.9389	0.6141	0.9389	0.9689
0.0553	9.2881	2192	0.9554	0.6141	0.9554	0.9774
0.0553	9.2966	2194	0.9754	0.5840	0.9754	0.9876
0.0553	9.3051	2196	0.9967	0.5840	0.9967	0.9983
0.0553	9.3136	2198	1.0093	0.5840	1.0093	1.0046
0.0553	9.3220	2200	1.0268	0.5840	1.0268	1.0133
0.0553	9.3305	2202	1.0445	0.5840	1.0445	1.0220
0.0553	9.3390	2204	1.0623	0.5840	1.0623	1.0307
0.0553	9.3475	2206	1.0697	0.5840	1.0697	1.0342
0.0553	9.3559	2208	1.0698	0.5840	1.0698	1.0343
0.0553	9.3644	2210	1.0627	0.5840	1.0627	1.0309
0.0553	9.3729	2212	1.0497	0.5840	1.0497	1.0245
0.0553	9.3814	2214	1.0422	0.5928	1.0422	1.0209
0.0553	9.3898	2216	1.0347	0.5928	1.0347	1.0172
0.0553	9.3983	2218	1.0231	0.5928	1.0231	1.0115
0.0553	9.4068	2220	1.0233	0.5928	1.0233	1.0116
0.0553	9.4153	2222	1.0233	0.5928	1.0233	1.0116
0.0553	9.4237	2224	1.0202	0.5928	1.0202	1.0100
0.0553	9.4322	2226	1.0189	0.5928	1.0189	1.0094
0.0553	9.4407	2228	1.0159	0.5928	1.0159	1.0079
0.0553	9.4492	2230	1.0192	0.5928	1.0192	1.0095
0.0553	9.4576	2232	1.0292	0.5928	1.0292	1.0145
0.0553	9.4661	2234	1.0343	0.5928	1.0343	1.0170
0.0553	9.4746	2236	1.0326	0.5928	1.0326	1.0162
0.0553	9.4831	2238	1.0309	0.5827	1.0309	1.0153
0.0553	9.4915	2240	1.0236	0.5827	1.0236	1.0117
0.0553	9.5	2242	1.0180	0.5827	1.0180	1.0090
0.0553	9.5085	2244	1.0087	0.5928	1.0087	1.0044
0.0553	9.5169	2246	0.9989	0.5928	0.9989	0.9995
0.0553	9.5254	2248	0.9987	0.5928	0.9987	0.9993
0.0553	9.5339	2250	1.0001	0.5928	1.0001	1.0000
0.0553	9.5424	2252	1.0037	0.5928	1.0037	1.0018
0.0553	9.5508	2254	1.0085	0.5928	1.0085	1.0042
0.0553	9.5593	2256	1.0124	0.5928	1.0124	1.0062
0.0553	9.5678	2258	1.0124	0.5928	1.0124	1.0062
0.0553	9.5763	2260	1.0215	0.5928	1.0215	1.0107
0.0553	9.5847	2262	1.0317	0.5928	1.0317	1.0157
0.0553	9.5932	2264	1.0348	0.5928	1.0348	1.0173
0.0553	9.6017	2266	1.0333	0.5928	1.0333	1.0165
0.0553	9.6102	2268	1.0334	0.5928	1.0334	1.0166
0.0553	9.6186	2270	1.0381	0.5928	1.0381	1.0189
0.0553	9.6271	2272	1.0475	0.5928	1.0475	1.0235
0.0553	9.6356	2274	1.0514	0.5928	1.0514	1.0254
0.0553	9.6441	2276	1.0555	0.5928	1.0555	1.0274
0.0553	9.6525	2278	1.0590	0.5928	1.0590	1.0291
0.0553	9.6610	2280	1.0626	0.5928	1.0626	1.0308
0.0553	9.6695	2282	1.0695	0.5928	1.0695	1.0342
0.0553	9.6780	2284	1.0738	0.5928	1.0738	1.0363
0.0553	9.6864	2286	1.0740	0.5928	1.0740	1.0363
0.0553	9.6949	2288	1.0700	0.5928	1.0700	1.0344
0.0553	9.7034	2290	1.0623	0.5928	1.0623	1.0307
0.0553	9.7119	2292	1.0537	0.5928	1.0537	1.0265
0.0553	9.7203	2294	1.0482	0.5928	1.0482	1.0238
0.0553	9.7288	2296	1.0419	0.5928	1.0419	1.0208
0.0553	9.7373	2298	1.0356	0.5928	1.0356	1.0177
0.0553	9.7458	2300	1.0278	0.5928	1.0278	1.0138
0.0553	9.7542	2302	1.0218	0.5928	1.0218	1.0108
0.0553	9.7627	2304	1.0145	0.5928	1.0145	1.0072
0.0553	9.7712	2306	1.0087	0.5928	1.0087	1.0043
0.0553	9.7797	2308	1.0027	0.5928	1.0027	1.0013
0.0553	9.7881	2310	0.9972	0.5928	0.9972	0.9986
0.0553	9.7966	2312	0.9928	0.5928	0.9928	0.9964
0.0553	9.8051	2314	0.9868	0.6141	0.9868	0.9934
0.0553	9.8136	2316	0.9800	0.6141	0.9800	0.9900
0.0553	9.8220	2318	0.9754	0.6141	0.9754	0.9876
0.0553	9.8305	2320	0.9702	0.6141	0.9702	0.9850
0.0553	9.8390	2322	0.9695	0.6141	0.9695	0.9846
0.0553	9.8475	2324	0.9682	0.6141	0.9682	0.9840
0.0553	9.8559	2326	0.9680	0.6141	0.9680	0.9839
0.0553	9.8644	2328	0.9686	0.6141	0.9686	0.9842
0.0553	9.8729	2330	0.9702	0.6141	0.9702	0.9850
0.0553	9.8814	2332	0.9724	0.6141	0.9724	0.9861
0.0553	9.8898	2334	0.9752	0.6141	0.9752	0.9875
0.0553	9.8983	2336	0.9778	0.6141	0.9778	0.9888
0.0553	9.9068	2338	0.9790	0.6141	0.9790	0.9894
0.0553	9.9153	2340	0.9806	0.6141	0.9806	0.9902
0.0553	9.9237	2342	0.9824	0.6141	0.9824	0.9912
0.0553	9.9322	2344	0.9841	0.6141	0.9841	0.9920
0.0553	9.9407	2346	0.9859	0.6141	0.9859	0.9929
0.0553	9.9492	2348	0.9866	0.6141	0.9866	0.9933
0.0553	9.9576	2350	0.9861	0.6141	0.9861	0.9930
0.0553	9.9661	2352	0.9855	0.6141	0.9855	0.9927
0.0553	9.9746	2354	0.9853	0.6141	0.9853	0.9926
0.0553	9.9831	2356	0.9851	0.6141	0.9851	0.9925
0.0553	9.9915	2358	0.9850	0.6141	0.9850	0.9925
0.0553	10.0	2360	0.9850	0.6141	0.9850	0.9924

Framework versions

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