arabert_augWithOrig_disEqu_k15_organization_task1_fold1

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

• Loss: 0.8068
• Qwk: 0.6316
• Mse: 0.8068
• Rmse: 0.8982

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	0.0093	2	2.9669	0.0240	2.9669	1.7225
No log	0.0187	4	1.6035	0.0782	1.6035	1.2663
No log	0.0280	6	1.0044	0.2025	1.0044	1.0022
No log	0.0374	8	0.8059	0.1355	0.8059	0.8977
No log	0.0467	10	0.9321	0.0297	0.9321	0.9655
No log	0.0561	12	1.0243	0.1348	1.0243	1.0121
No log	0.0654	14	1.1621	-0.0581	1.1621	1.0780
No log	0.0748	16	1.2247	0.2125	1.2247	1.1066
No log	0.0841	18	1.2308	0.2125	1.2308	1.1094
No log	0.0935	20	1.2271	0.2125	1.2271	1.1077
No log	0.1028	22	1.0564	0.2699	1.0564	1.0278
No log	0.1121	24	0.8581	0.1390	0.8581	0.9264
No log	0.1215	26	0.7796	0.2376	0.7796	0.8829
No log	0.1308	28	0.7355	0.5134	0.7355	0.8576
No log	0.1402	30	0.8530	0.3425	0.8530	0.9236
No log	0.1495	32	0.9297	0.2139	0.9297	0.9642
No log	0.1589	34	0.8996	0.0841	0.8996	0.9484
No log	0.1682	36	0.9155	0.1818	0.9155	0.9568
No log	0.1776	38	0.9115	0.1026	0.9115	0.9547
No log	0.1869	40	0.8960	0.1026	0.8960	0.9466
No log	0.1963	42	0.8219	0.0841	0.8219	0.9066
No log	0.2056	44	0.8111	0.2632	0.8111	0.9006
No log	0.2150	46	0.8233	0.3708	0.8233	0.9073
No log	0.2243	48	0.8382	0.3708	0.8382	0.9156
No log	0.2336	50	1.0084	0.2125	1.0084	1.0042
No log	0.2430	52	1.0779	0.2125	1.0779	1.0382
No log	0.2523	54	0.9367	0.24	0.9367	0.9679
No log	0.2617	56	0.7554	0.3152	0.7554	0.8691
No log	0.2710	58	0.7376	0.4510	0.7376	0.8588
No log	0.2804	60	0.7322	0.4080	0.7322	0.8557
No log	0.2897	62	0.7046	0.4343	0.7046	0.8394
No log	0.2991	64	0.6395	0.4080	0.6395	0.7997
No log	0.3084	66	0.6855	0.4343	0.6855	0.8280
No log	0.3178	68	0.8208	0.4615	0.8208	0.9060
No log	0.3271	70	0.9270	0.4896	0.9270	0.9628
No log	0.3364	72	0.9743	0.3226	0.9743	0.9870
No log	0.3458	74	1.1729	0.4503	1.1729	1.0830
No log	0.3551	76	1.1782	0.3959	1.1782	1.0855
No log	0.3645	78	0.9656	0.4343	0.9656	0.9826
No log	0.3738	80	0.8952	0.5243	0.8952	0.9462
No log	0.3832	82	1.1241	0.4118	1.1241	1.0602
No log	0.3925	84	1.1655	0.4878	1.1655	1.0796
No log	0.4019	86	0.9554	0.6441	0.9554	0.9775
No log	0.4112	88	0.8056	0.5088	0.8056	0.8975
No log	0.4206	90	0.6895	0.4481	0.6895	0.8303
No log	0.4299	92	0.8151	0.2479	0.8151	0.9028
No log	0.4393	94	0.8022	0.1574	0.8022	0.8956
No log	0.4486	96	1.1316	0.3942	1.1316	1.0638
No log	0.4579	98	1.5981	0.4981	1.5981	1.2641
No log	0.4673	100	1.5736	0.4981	1.5736	1.2544
No log	0.4766	102	1.2251	0.3512	1.2251	1.1068
No log	0.4860	104	0.9857	0.3383	0.9857	0.9928
No log	0.4953	106	1.0355	0.1040	1.0355	1.0176
No log	0.5047	108	1.0829	0.0300	1.0829	1.0406
No log	0.5140	110	1.0202	0.2000	1.0202	1.0101
No log	0.5234	112	1.2181	0.2759	1.2181	1.1037
No log	0.5327	114	1.4934	0.2759	1.4934	1.2220
No log	0.5421	116	1.5382	0.3583	1.5382	1.2402
No log	0.5514	118	1.2422	0.3966	1.2422	1.1145
No log	0.5607	120	1.0008	0.4324	1.0008	1.0004
No log	0.5701	122	1.0256	0.5556	1.0256	1.0127
No log	0.5794	124	0.8774	0.6348	0.8774	0.9367
No log	0.5888	126	0.6016	0.6316	0.6016	0.7756
No log	0.5981	128	0.6100	0.6038	0.6100	0.7810
No log	0.6075	130	0.7298	0.6016	0.7298	0.8543
No log	0.6168	132	0.8625	0.552	0.8625	0.9287
No log	0.6262	134	1.1419	0.4836	1.1419	1.0686
No log	0.6355	136	1.6923	0.4981	1.6923	1.3009
No log	0.6449	138	1.7150	0.3209	1.7150	1.3096
No log	0.6542	140	1.6060	0.3209	1.6060	1.2673
No log	0.6636	142	1.3558	0.2158	1.3558	1.1644
No log	0.6729	144	1.4232	0.2602	1.4232	1.1930
No log	0.6822	146	1.5224	0.3951	1.5224	1.2338
No log	0.6916	148	1.3677	0.3740	1.3677	1.1695
No log	0.7009	150	1.2045	0.2018	1.2045	1.0975
No log	0.7103	152	1.1708	0.3797	1.1708	1.0821
No log	0.7196	154	1.0809	0.2798	1.0809	1.0397
No log	0.7290	156	0.9488	0.3581	0.9488	0.9741
No log	0.7383	158	0.8669	0.4510	0.8669	0.9310
No log	0.7477	160	0.8939	0.5044	0.8939	0.9454
No log	0.7570	162	0.9953	0.3030	0.9953	0.9976
No log	0.7664	164	1.1833	0.4368	1.1833	1.0878
No log	0.7757	166	1.4779	0.4280	1.4779	1.2157
No log	0.7850	168	1.5635	0.4280	1.5635	1.2504
No log	0.7944	170	1.3063	0.3304	1.3063	1.1430
No log	0.8037	172	0.9819	0.4909	0.9819	0.9909
No log	0.8131	174	0.8098	0.3982	0.8098	0.8999
No log	0.8224	176	0.7936	0.3982	0.7936	0.8908
No log	0.8318	178	0.9701	0.5455	0.9701	0.9849
No log	0.8411	180	1.3380	0.4825	1.3380	1.1567
No log	0.8505	182	1.2923	0.5299	1.2923	1.1368
No log	0.8598	184	1.0557	0.6202	1.0557	1.0275
No log	0.8692	186	0.7566	0.5333	0.7566	0.8698
No log	0.8785	188	0.6769	0.3684	0.6769	0.8227
No log	0.8879	190	0.6989	0.4411	0.6989	0.8360
No log	0.8972	192	0.7968	0.4976	0.7968	0.8927
No log	0.9065	194	1.1556	0.5607	1.1556	1.0750
No log	0.9159	196	1.2177	0.4522	1.2177	1.1035
No log	0.9252	198	1.1146	0.5607	1.1146	1.0558
No log	0.9346	200	0.8263	0.5545	0.8263	0.9090
No log	0.9439	202	0.6638	0.4343	0.6638	0.8148
No log	0.9533	204	0.6920	0.4976	0.6920	0.8319
No log	0.9626	206	0.8916	0.5372	0.8916	0.9442
No log	0.9720	208	0.9038	0.5607	0.9038	0.9507
No log	0.9813	210	0.8657	0.5372	0.8657	0.9304
No log	0.9907	212	0.7485	0.5259	0.7485	0.8652
No log	1.0	214	0.7377	0.5333	0.7377	0.8589
No log	1.0093	216	0.8207	0.5405	0.8207	0.9059
No log	1.0187	218	1.1356	0.6174	1.1356	1.0657
No log	1.0280	220	1.3056	0.6364	1.3056	1.1426
No log	1.0374	222	1.1414	0.5987	1.1414	1.0684
No log	1.0467	224	0.8078	0.5484	0.8078	0.8988
No log	1.0561	226	0.6888	0.5914	0.6888	0.8300
No log	1.0654	228	0.7029	0.5914	0.7029	0.8384
No log	1.0748	230	0.9247	0.5484	0.9247	0.9616
No log	1.0841	232	1.2887	0.6174	1.2887	1.1352
No log	1.0935	234	1.3450	0.6174	1.3450	1.1598
No log	1.1028	236	1.0438	0.5882	1.0438	1.0216
No log	1.1121	238	0.7287	0.6142	0.7287	0.8536
No log	1.1215	240	0.6136	0.6016	0.6136	0.7833
No log	1.1308	242	0.6145	0.6016	0.6145	0.7839
No log	1.1402	244	0.7679	0.5484	0.7679	0.8763
No log	1.1495	246	1.0821	0.6267	1.0821	1.0402
No log	1.1589	248	1.0820	0.6267	1.0820	1.0402
No log	1.1682	250	0.9755	0.6172	0.9755	0.9877
No log	1.1776	252	0.9604	0.5956	0.9604	0.9800
No log	1.1869	254	1.0171	0.5749	1.0171	1.0085
No log	1.1963	256	0.9132	0.6075	0.9132	0.9556
No log	1.2056	258	0.7546	0.4976	0.7546	0.8687
No log	1.2150	260	0.6828	0.4976	0.6828	0.8263
No log	1.2243	262	0.6868	0.4803	0.6868	0.8288
No log	1.2336	264	0.7628	0.5333	0.7628	0.8734
No log	1.2430	266	1.0267	0.5702	1.0267	1.0133
No log	1.2523	268	1.1746	0.5368	1.1746	1.0838
No log	1.2617	270	1.0006	0.5950	1.0006	1.0003
No log	1.2710	272	0.7793	0.5333	0.7793	0.8828
No log	1.2804	274	0.6799	0.5333	0.6799	0.8245
No log	1.2897	276	0.6604	0.4527	0.6604	0.8127
No log	1.2991	278	0.6523	0.3745	0.6523	0.8077
No log	1.3084	280	0.6681	0.3383	0.6681	0.8173
No log	1.3178	282	0.8294	0.4976	0.8294	0.9107
No log	1.3271	284	1.1006	0.5789	1.1006	1.0491
No log	1.3364	286	1.4722	0.5532	1.4722	1.2134
No log	1.3458	288	1.4073	0.6316	1.4073	1.1863
No log	1.3551	290	0.9856	0.5847	0.9856	0.9928
No log	1.3645	292	0.6338	0.6255	0.6338	0.7961
No log	1.3738	294	0.5853	0.6255	0.5853	0.7651
No log	1.3832	296	0.6747	0.5806	0.6747	0.8214
No log	1.3925	298	0.8595	0.5956	0.8595	0.9271
No log	1.4019	300	1.1564	0.5704	1.1564	1.0754
No log	1.4112	302	1.2789	0.6111	1.2789	1.1309
No log	1.4206	304	1.1808	0.6209	1.1808	1.0866
No log	1.4299	306	0.9025	0.6048	0.9025	0.9500
No log	1.4393	308	0.8317	0.6048	0.8317	0.9120
No log	1.4486	310	1.0266	0.6067	1.0266	1.0132
No log	1.4579	312	1.5799	0.5366	1.5799	1.2569
No log	1.4673	314	2.0132	0.4542	2.0132	1.4189
No log	1.4766	316	1.9671	0.4542	1.9671	1.4025
No log	1.4860	318	1.5123	0.5857	1.5123	1.2298
No log	1.4953	320	1.0834	0.6818	1.0834	1.0409
No log	1.5047	322	0.8160	0.6592	0.8160	0.9033
No log	1.5140	324	0.8039	0.5946	0.8039	0.8966
No log	1.5234	326	0.9191	0.6475	0.9191	0.9587
No log	1.5327	328	1.1879	0.6364	1.1879	1.0899
No log	1.5421	330	1.3403	0.5364	1.3403	1.1577
No log	1.5514	332	1.2247	0.6465	1.2247	1.1067
No log	1.5607	334	0.8722	0.6370	0.8722	0.9339
No log	1.5701	336	0.7403	0.5333	0.7403	0.8604
No log	1.5794	338	0.7199	0.5333	0.7199	0.8484
No log	1.5888	340	0.7165	0.6048	0.7165	0.8465
No log	1.5981	342	0.7408	0.6592	0.7408	0.8607
No log	1.6075	344	0.7319	0.7407	0.7319	0.8555
No log	1.6168	346	0.6092	0.6500	0.6092	0.7805
No log	1.6262	348	0.5864	0.6500	0.5864	0.7658
No log	1.6355	350	0.6617	0.6500	0.6617	0.8134
No log	1.6449	352	0.8271	0.6370	0.8271	0.9094
No log	1.6542	354	0.7844	0.5946	0.7844	0.8856
No log	1.6636	356	0.6668	0.6125	0.6668	0.8166
No log	1.6729	358	0.7450	0.5725	0.7450	0.8631
No log	1.6822	360	0.7944	0.5946	0.7944	0.8913
No log	1.6916	362	0.8325	0.5946	0.8325	0.9124
No log	1.7009	364	0.7577	0.6048	0.7577	0.8704
No log	1.7103	366	0.7396	0.6048	0.7396	0.8600
No log	1.7196	368	0.6943	0.6316	0.6943	0.8333
No log	1.7290	370	0.6496	0.5116	0.6496	0.8060
No log	1.7383	372	0.6607	0.6038	0.6607	0.8128
No log	1.7477	374	0.7136	0.5702	0.7136	0.8448
No log	1.7570	376	0.8367	0.5702	0.8367	0.9147
No log	1.7664	378	0.7998	0.5702	0.7998	0.8943
No log	1.7757	380	0.6868	0.6410	0.6868	0.8287
No log	1.7850	382	0.7435	0.5702	0.7435	0.8623
No log	1.7944	384	0.9780	0.6316	0.9780	0.9889
No log	1.8037	386	0.9893	0.6441	0.9893	0.9946
No log	1.8131	388	0.8988	0.5702	0.8988	0.9480
No log	1.8224	390	0.8177	0.5702	0.8177	0.9042
No log	1.8318	392	0.7225	0.5455	0.7225	0.8500
No log	1.8411	394	0.8311	0.5702	0.8311	0.9116
No log	1.8505	396	0.8599	0.5702	0.8599	0.9273
No log	1.8598	398	0.9235	0.5702	0.9235	0.9610
No log	1.8692	400	0.9208	0.5946	0.9208	0.9596
No log	1.8785	402	1.0041	0.5702	1.0041	1.0021
No log	1.8879	404	1.0058	0.5702	1.0058	1.0029
No log	1.8972	406	0.8991	0.5702	0.8991	0.9482
No log	1.9065	408	0.7984	0.5455	0.7984	0.8935
No log	1.9159	410	0.7441	0.5455	0.7441	0.8626
No log	1.9252	412	0.8494	0.5702	0.8494	0.9216
No log	1.9346	414	1.0077	0.6192	1.0077	1.0038
No log	1.9439	416	1.0488	0.608	1.0488	1.0241
No log	1.9533	418	1.0335	0.608	1.0335	1.0166
No log	1.9626	420	0.8202	0.5725	0.8202	0.9056
No log	1.9720	422	0.7459	0.5725	0.7459	0.8637
No log	1.9813	424	0.8338	0.6154	0.8338	0.9131
No log	1.9907	426	0.9587	0.6370	0.9587	0.9791
No log	2.0	428	1.0699	0.5685	1.0699	1.0343
No log	2.0093	430	1.2782	0.6013	1.2782	1.1306
No log	2.0187	432	1.2672	0.6013	1.2672	1.1257
No log	2.0280	434	1.0081	0.5685	1.0081	1.0040
No log	2.0374	436	0.7825	0.5946	0.7825	0.8846
No log	2.0467	438	0.6884	0.6028	0.6884	0.8297
No log	2.0561	440	0.7482	0.5725	0.7482	0.8650
No log	2.0654	442	0.8668	0.5946	0.8668	0.9310
No log	2.0748	444	1.0550	0.6164	1.0550	1.0271
No log	2.0841	446	1.2510	0.6606	1.2510	1.1185
No log	2.0935	448	1.1490	0.6465	1.1490	1.0719
No log	2.1028	450	0.9038	0.6592	0.9038	0.9507
No log	2.1121	452	0.6761	0.5333	0.6761	0.8222
No log	2.1215	454	0.6818	0.5333	0.6818	0.8257
No log	2.1308	456	0.8252	0.5956	0.8252	0.9084
No log	2.1402	458	0.8246	0.5956	0.8246	0.9081
No log	2.1495	460	0.7055	0.6957	0.7055	0.8399
No log	2.1589	462	0.6758	0.7094	0.6758	0.8221
No log	2.1682	464	0.5992	0.6459	0.5992	0.7741
No log	2.1776	466	0.5504	0.6	0.5504	0.7419
No log	2.1869	468	0.6020	0.6111	0.6020	0.7759
No log	2.1963	470	0.7963	0.6794	0.7963	0.8924
No log	2.2056	472	1.0660	0.5800	1.0660	1.0325
No log	2.2150	474	1.4016	0.5831	1.4016	1.1839
No log	2.2243	476	1.3394	0.5831	1.3394	1.1573
No log	2.2336	478	1.0481	0.5852	1.0481	1.0238
No log	2.2430	480	0.8233	0.5946	0.8233	0.9074
No log	2.2523	482	0.7671	0.5946	0.7671	0.8759
No log	2.2617	484	0.6664	0.6500	0.6664	0.8164
No log	2.2710	486	0.5690	0.5776	0.5690	0.7543
No log	2.2804	488	0.5794	0.5776	0.5794	0.7612
No log	2.2897	490	0.6840	0.5243	0.6840	0.8270
No log	2.2991	492	1.0373	0.6441	1.0373	1.0185
No log	2.3084	494	1.2607	0.6216	1.2607	1.1228
No log	2.3178	496	1.2035	0.6111	1.2035	1.0970
No log	2.3271	498	1.0662	0.6097	1.0662	1.0326
0.6092	2.3364	500	0.8842	0.5971	0.8842	0.9403
0.6092	2.3458	502	0.7824	0.7407	0.7824	0.8846
0.6092	2.3551	504	0.9400	0.6267	0.9400	0.9695
0.6092	2.3645	506	1.1529	0.6522	1.1529	1.0737
0.6092	2.3738	508	1.2461	0.6426	1.2461	1.1163
0.6092	2.3832	510	1.1171	0.6522	1.1171	1.0569
0.6092	2.3925	512	0.9717	0.6624	0.9717	0.9857
0.6092	2.4019	514	0.7258	0.6957	0.7258	0.8519
0.6092	2.4112	516	0.6395	0.6738	0.6395	0.7997
0.6092	2.4206	518	0.7025	0.6794	0.7025	0.8381
0.6092	2.4299	520	0.8357	0.6592	0.8357	0.9142
0.6092	2.4393	522	0.9173	0.6370	0.9173	0.9578
0.6092	2.4486	524	0.9729	0.6370	0.9729	0.9863
0.6092	2.4579	526	1.0157	0.6067	1.0157	1.0078
0.6092	2.4673	528	0.9692	0.5725	0.9692	0.9845
0.6092	2.4766	530	0.8834	0.5259	0.8834	0.9399
0.6092	2.4860	532	0.8193	0.5333	0.8193	0.9052
0.6092	2.4953	534	0.8462	0.5259	0.8462	0.9199
0.6092	2.5047	536	0.8257	0.5259	0.8257	0.9087
0.6092	2.5140	538	0.8323	0.5725	0.8323	0.9123
0.6092	2.5234	540	0.9087	0.5725	0.9087	0.9533
0.6092	2.5327	542	0.9999	0.5267	0.9999	1.0000
0.6092	2.5421	544	1.1974	0.6500	1.1974	1.0943
0.6092	2.5514	546	1.2063	0.6624	1.2063	1.0983
0.6092	2.5607	548	1.0613	0.6624	1.0613	1.0302
0.6092	2.5701	550	0.8776	0.6056	0.8776	0.9368
0.6092	2.5794	552	0.8090	0.6794	0.8090	0.8994
0.6092	2.5888	554	0.8960	0.5267	0.8960	0.9466
0.6092	2.5981	556	1.1497	0.6522	1.1497	1.0722
0.6092	2.6075	558	1.2773	0.6270	1.2773	1.1302
0.6092	2.6168	560	1.2617	0.6270	1.2617	1.1233
0.6092	2.6262	562	1.1856	0.5800	1.1856	1.0889
0.6092	2.6355	564	1.0926	0.5800	1.0926	1.0453
0.6092	2.6449	566	1.0600	0.5882	1.0600	1.0296
0.6092	2.6542	568	1.0833	0.5882	1.0833	1.0408
0.6092	2.6636	570	1.1217	0.5800	1.1217	1.0591
0.6092	2.6729	572	1.0754	0.5882	1.0754	1.0370
0.6092	2.6822	574	0.9662	0.5267	0.9662	0.9829
0.6092	2.6916	576	0.8061	0.6667	0.8061	0.8978
0.6092	2.7009	578	0.7844	0.6693	0.7844	0.8857
0.6092	2.7103	580	0.8610	0.6667	0.8610	0.9279
0.6092	2.7196	582	0.9419	0.6056	0.9419	0.9705
0.6092	2.7290	584	1.0781	0.5468	1.0781	1.0383
0.6092	2.7383	586	1.0161	0.6263	1.0161	1.0080
0.6092	2.7477	588	0.8008	0.6667	0.8008	0.8949
0.6092	2.7570	590	0.6534	0.5912	0.6534	0.8083
0.6092	2.7664	592	0.6241	0.5475	0.6241	0.7900
0.6092	2.7757	594	0.6685	0.6142	0.6685	0.8176
0.6092	2.7850	596	0.8892	0.6889	0.8892	0.9430
0.6092	2.7944	598	1.1176	0.5576	1.1176	1.0571
0.6092	2.8037	600	1.1893	0.5576	1.1893	1.0906
0.6092	2.8131	602	1.0150	0.6397	1.0150	1.0075
0.6092	2.8224	604	0.9023	0.72	0.9023	0.9499
0.6092	2.8318	606	0.8743	0.7260	0.8743	0.9350
0.6092	2.8411	608	0.7896	0.7260	0.7896	0.8886
0.6092	2.8505	610	0.7310	0.6889	0.7310	0.8550
0.6092	2.8598	612	0.6384	0.6829	0.6384	0.7990
0.6092	2.8692	614	0.6622	0.6889	0.6622	0.8137
0.6092	2.8785	616	0.7503	0.7260	0.7503	0.8662
0.6092	2.8879	618	0.8048	0.7260	0.8048	0.8971
0.6092	2.8972	620	0.8557	0.7260	0.8557	0.9250
0.6092	2.9065	622	0.8229	0.7260	0.8229	0.9071
0.6092	2.9159	624	0.7126	0.7260	0.7126	0.8441
0.6092	2.9252	626	0.6237	0.7027	0.6237	0.7897
0.6092	2.9346	628	0.5615	0.6932	0.5615	0.7493
0.6092	2.9439	630	0.5827	0.6932	0.5827	0.7633
0.6092	2.9533	632	0.7040	0.6889	0.7040	0.8390
0.6092	2.9626	634	0.8739	0.72	0.8739	0.9348
0.6092	2.9720	636	0.8962	0.6744	0.8962	0.9467
0.6092	2.9813	638	0.7717	0.6778	0.7717	0.8785
0.6092	2.9907	640	0.6113	0.6667	0.6113	0.7818
0.6092	3.0	642	0.5346	0.5447	0.5346	0.7312
0.6092	3.0093	644	0.5711	0.6020	0.5711	0.7557
0.6092	3.0187	646	0.7116	0.6829	0.7116	0.8436
0.6092	3.0280	648	1.0387	0.6784	1.0387	1.0192
0.6092	3.0374	650	1.3501	0.6392	1.3501	1.1619
0.6092	3.0467	652	1.4689	0.6392	1.4689	1.2120
0.6092	3.0561	654	1.3462	0.6392	1.3462	1.1603
0.6092	3.0654	656	1.0728	0.5594	1.0728	1.0358
0.6092	3.0748	658	0.8667	0.6316	0.8667	0.9310
0.6092	3.0841	660	0.8078	0.5725	0.8078	0.8988
0.6092	3.0935	662	0.8492	0.5725	0.8492	0.9215
0.6092	3.1028	664	0.8790	0.6154	0.8790	0.9375
0.6092	3.1121	666	0.9352	0.5227	0.9352	0.9670
0.6092	3.1215	668	1.0238	0.5659	1.0238	1.0118
0.6092	3.1308	670	1.0753	0.6097	1.0753	1.0370
0.6092	3.1402	672	1.1573	0.6392	1.1573	1.0758
0.6092	3.1495	674	1.1274	0.6097	1.1274	1.0618
0.6092	3.1589	676	1.0229	0.6851	1.0229	1.0114
0.6092	3.1682	678	0.8415	0.5772	0.8415	0.9173
0.6092	3.1776	680	0.7496	0.6478	0.7496	0.8658
0.6092	3.1869	682	0.7026	0.6478	0.7026	0.8382
0.6092	3.1963	684	0.7689	0.6478	0.7689	0.8769
0.6092	3.2056	686	0.9500	0.6513	0.9500	0.9747
0.6092	3.2150	688	1.1328	0.5789	1.1328	1.0643
0.6092	3.2243	690	1.1208	0.6209	1.1208	1.0587
0.6092	3.2336	692	0.9383	0.6513	0.9383	0.9687
0.6092	3.2430	694	0.7248	0.7407	0.7248	0.8514
0.6092	3.2523	696	0.6334	0.6866	0.6334	0.7958
0.6092	3.2617	698	0.6468	0.6866	0.6468	0.8043
0.6092	3.2710	700	0.7892	0.7260	0.7892	0.8884
0.6092	3.2804	702	1.0004	0.6644	1.0004	1.0002
0.6092	3.2897	704	1.3263	0.6522	1.3263	1.1516
0.6092	3.2991	706	1.5184	0.6182	1.5184	1.2322
0.6092	3.3084	708	1.5328	0.5689	1.5328	1.2381
0.6092	3.3178	710	1.3722	0.6426	1.3722	1.1714
0.6092	3.3271	712	1.1325	0.6624	1.1325	1.0642
0.6092	3.3364	714	0.8724	0.6644	0.8724	0.9340
0.6092	3.3458	716	0.8055	0.6667	0.8055	0.8975
0.6092	3.3551	718	0.8498	0.6067	0.8498	0.9219
0.6092	3.3645	720	0.9767	0.5468	0.9767	0.9883
0.6092	3.3738	722	1.0356	0.5659	1.0356	1.0177
0.6092	3.3832	724	1.1043	0.5659	1.1043	1.0508
0.6092	3.3925	726	1.1084	0.5659	1.1084	1.0528
0.6092	3.4019	728	1.0696	0.5659	1.0696	1.0342
0.6092	3.4112	730	1.0748	0.5882	1.0748	1.0367
0.6092	3.4206	732	0.9692	0.5882	0.9692	0.9845
0.6092	3.4299	734	0.8537	0.6067	0.8537	0.9239
0.6092	3.4393	736	0.8322	0.6172	0.8322	0.9123
0.6092	3.4486	738	0.8990	0.6067	0.8990	0.9481
0.6092	3.4579	740	0.9472	0.6067	0.9472	0.9732
0.6092	3.4673	742	0.8701	0.6172	0.8701	0.9328
0.6092	3.4766	744	0.7625	0.7027	0.7625	0.8732
0.6092	3.4860	746	0.7030	0.6866	0.7030	0.8385
0.6092	3.4953	748	0.6795	0.7094	0.6795	0.8243
0.6092	3.5047	750	0.6560	0.6866	0.6560	0.8099
0.6092	3.5140	752	0.6980	0.7097	0.6980	0.8355
0.6092	3.5234	754	0.7865	0.5586	0.7865	0.8869
0.6092	3.5327	756	0.7540	0.7097	0.7540	0.8683
0.6092	3.5421	758	0.6425	0.6818	0.6425	0.8016
0.6092	3.5514	760	0.5778	0.5776	0.5778	0.7601
0.6092	3.5607	762	0.5732	0.5776	0.5732	0.7571
0.6092	3.5701	764	0.6080	0.6693	0.6080	0.7798
0.6092	3.5794	766	0.6893	0.6932	0.6893	0.8302
0.6092	3.5888	768	0.7939	0.6172	0.7939	0.8910
0.6092	3.5981	770	0.8324	0.5956	0.8324	0.9124
0.6092	3.6075	772	0.8608	0.5956	0.8608	0.9278
0.6092	3.6168	774	0.8890	0.6441	0.8890	0.9429
0.6092	3.6262	776	0.9561	0.6316	0.9561	0.9778
0.6092	3.6355	778	0.9556	0.6316	0.9556	0.9775
0.6092	3.6449	780	0.8680	0.6075	0.8680	0.9317
0.6092	3.6542	782	0.7382	0.6075	0.7382	0.8592
0.6092	3.6636	784	0.6939	0.4615	0.6939	0.8330
0.6092	3.6729	786	0.6577	0.4615	0.6577	0.8110
0.6092	3.6822	788	0.6659	0.4615	0.6659	0.8160
0.6092	3.6916	790	0.7796	0.5806	0.7796	0.8829
0.6092	3.7009	792	0.9234	0.5847	0.9234	0.9609
0.6092	3.7103	794	0.9418	0.5847	0.9418	0.9705
0.6092	3.7196	796	0.9088	0.5847	0.9088	0.9533
0.6092	3.7290	798	0.8013	0.6172	0.8013	0.8951
0.6092	3.7383	800	0.7191	0.7027	0.7191	0.8480
0.6092	3.7477	802	0.6959	0.6957	0.6959	0.8342
0.6092	3.7570	804	0.7443	0.6957	0.7443	0.8627
0.6092	3.7664	806	0.8370	0.6829	0.8370	0.9149
0.6092	3.7757	808	0.9622	0.6267	0.9622	0.9809
0.6092	3.7850	810	0.9865	0.6624	0.9865	0.9933
0.6092	3.7944	812	0.9107	0.7181	0.9107	0.9543
0.6092	3.8037	814	0.8430	0.7181	0.8430	0.9181
0.6092	3.8131	816	0.7428	0.6957	0.7428	0.8619
0.6092	3.8224	818	0.6920	0.6693	0.6920	0.8319
0.6092	3.8318	820	0.7282	0.6693	0.7282	0.8533
0.6092	3.8411	822	0.8198	0.6067	0.8198	0.9054
0.6092	3.8505	824	0.8751	0.6475	0.8751	0.9355
0.6092	3.8598	826	0.9618	0.5882	0.9618	0.9807
0.6092	3.8692	828	1.0509	0.6267	1.0509	1.0251
0.6092	3.8785	830	1.0337	0.6073	1.0337	1.0167
0.6092	3.8879	832	0.9440	0.6073	0.9440	0.9716
0.6092	3.8972	834	0.8810	0.5765	0.8810	0.9386
0.6092	3.9065	836	0.8942	0.5685	0.8942	0.9456
0.6092	3.9159	838	0.9848	0.5882	0.9848	0.9924
0.6092	3.9252	840	0.9503	0.5882	0.9503	0.9748
0.6092	3.9346	842	0.8129	0.6370	0.8129	0.9016
0.6092	3.9439	844	0.7328	0.6866	0.7328	0.8560
0.6092	3.9533	846	0.6488	0.6459	0.6488	0.8055
0.6092	3.9626	848	0.6529	0.6283	0.6529	0.8080
0.6092	3.9720	850	0.6787	0.6316	0.6787	0.8239
0.6092	3.9813	852	0.7961	0.6075	0.7961	0.8922
0.6092	3.9907	854	0.8391	0.6316	0.8391	0.9160
0.6092	4.0	856	0.7776	0.5806	0.7776	0.8818
0.6092	4.0093	858	0.7408	0.5806	0.7408	0.8607
0.6092	4.0187	860	0.7310	0.5806	0.7310	0.8550
0.6092	4.0280	862	0.7147	0.6316	0.7147	0.8454
0.6092	4.0374	864	0.7188	0.5243	0.7188	0.8478
0.6092	4.0467	866	0.7091	0.5243	0.7091	0.8421
0.6092	4.0561	868	0.7115	0.4976	0.7115	0.8435
0.6092	4.0654	870	0.7012	0.6038	0.7012	0.8374
0.6092	4.0748	872	0.7688	0.7097	0.7688	0.8768
0.6092	4.0841	874	0.8954	0.6316	0.8954	0.9463
0.6092	4.0935	876	0.9182	0.72	0.9182	0.9582
0.6092	4.1028	878	0.8814	0.72	0.8814	0.9388
0.6092	4.1121	880	0.8518	0.72	0.8518	0.9229
0.6092	4.1215	882	0.8240	0.72	0.8240	0.9077
0.6092	4.1308	884	0.7577	0.7107	0.7577	0.8705
0.6092	4.1402	886	0.7091	0.6566	0.7091	0.8421
0.6092	4.1495	888	0.7050	0.6566	0.7050	0.8396
0.6092	4.1589	890	0.6962	0.6566	0.6962	0.8344
0.6092	4.1682	892	0.7460	0.6957	0.7460	0.8637
0.6092	4.1776	894	0.8603	0.6316	0.8603	0.9275
0.6092	4.1869	896	1.0031	0.5659	1.0031	1.0015
0.6092	4.1963	898	1.0589	0.6097	1.0589	1.0290
0.6092	4.2056	900	1.0379	0.6097	1.0379	1.0188
0.6092	4.2150	902	0.9586	0.5882	0.9586	0.9791
0.6092	4.2243	904	0.8650	0.7260	0.8650	0.9301
0.6092	4.2336	906	0.8107	0.7042	0.8107	0.9004
0.6092	4.2430	908	0.7901	0.6957	0.7901	0.8889
0.6092	4.2523	910	0.7928	0.6957	0.7928	0.8904
0.6092	4.2617	912	0.8472	0.72	0.8472	0.9204
0.6092	4.2710	914	1.0234	0.5576	1.0234	1.0116
0.6092	4.2804	916	1.1133	0.6000	1.1133	1.0551
0.6092	4.2897	918	1.0619	0.6000	1.0619	1.0305
0.6092	4.2991	920	0.9580	0.6316	0.9580	0.9788
0.6092	4.3084	922	0.8087	0.5956	0.8087	0.8993
0.6092	4.3178	924	0.6577	0.5758	0.6577	0.8110
0.6092	4.3271	926	0.5810	0.5783	0.5810	0.7622
0.6092	4.3364	928	0.5746	0.5783	0.5746	0.7580
0.6092	4.3458	930	0.6147	0.6026	0.6147	0.7840
0.6092	4.3551	932	0.7262	0.6818	0.7262	0.8522
0.6092	4.3645	934	0.8497	0.6778	0.8497	0.9218
0.6092	4.3738	936	0.9783	0.5576	0.9783	0.9891
0.6092	4.3832	938	1.0829	0.5576	1.0829	1.0406
0.6092	4.3925	940	1.1079	0.5263	1.1079	1.0526
0.6092	4.4019	942	1.0707	0.5576	1.0707	1.0347
0.6092	4.4112	944	1.0522	0.5576	1.0522	1.0258
0.6092	4.4206	946	1.0426	0.5576	1.0426	1.0211
0.6092	4.4299	948	1.1028	0.6000	1.1028	1.0502
0.6092	4.4393	950	1.1079	0.6000	1.1079	1.0525
0.6092	4.4486	952	1.0369	0.6174	1.0369	1.0183
0.6092	4.4579	954	0.9252	0.5800	0.9252	0.9618
0.6092	4.4673	956	0.8789	0.6263	0.8789	0.9375
0.6092	4.4766	958	0.7561	0.6932	0.7561	0.8696
0.6092	4.4860	960	0.6848	0.6500	0.6848	0.8275
0.6092	4.4953	962	0.6837	0.6500	0.6837	0.8268
0.6092	4.5047	964	0.7534	0.6500	0.7534	0.8680
0.6092	4.5140	966	0.8540	0.5956	0.8540	0.9241
0.6092	4.5234	968	0.8765	0.6316	0.8765	0.9362
0.6092	4.5327	970	0.8642	0.6316	0.8642	0.9296
0.6092	4.5421	972	0.9125	0.5659	0.9125	0.9552
0.6092	4.5514	974	0.9927	0.5576	0.9927	0.9963
0.6092	4.5607	976	1.0346	0.5368	1.0346	1.0172
0.6092	4.5701	978	1.0704	0.5368	1.0704	1.0346
0.6092	4.5794	980	1.0710	0.5368	1.0710	1.0349
0.6092	4.5888	982	1.0645	0.5368	1.0645	1.0318
0.6092	4.5981	984	1.0154	0.5205	1.0154	1.0077
0.6092	4.6075	986	0.9356	0.5205	0.9356	0.9673
0.6092	4.6168	988	0.8889	0.6667	0.8889	0.9428
0.6092	4.6262	990	0.8662	0.6667	0.8662	0.9307
0.6092	4.6355	992	0.8858	0.6667	0.8858	0.9412
0.6092	4.6449	994	0.9344	0.5852	0.9344	0.9666
0.6092	4.6542	996	0.9594	0.5852	0.9594	0.9795
0.6092	4.6636	998	0.9602	0.5852	0.9602	0.9799
0.1	4.6729	1000	1.0004	0.552	1.0004	1.0002
0.1	4.6822	1002	0.9920	0.552	0.9920	0.9960
0.1	4.6916	1004	0.9368	0.5607	0.9368	0.9679
0.1	4.7009	1006	0.8758	0.5607	0.8758	0.9359
0.1	4.7103	1008	0.8327	0.5702	0.8327	0.9125
0.1	4.7196	1010	0.8629	0.5607	0.8629	0.9289
0.1	4.7290	1012	0.9661	0.5607	0.9661	0.9829
0.1	4.7383	1014	1.0902	0.6000	1.0902	1.0441
0.1	4.7477	1016	1.1676	0.6392	1.1676	1.0806
0.1	4.7570	1018	1.0912	0.6000	1.0912	1.0446
0.1	4.7664	1020	0.9703	0.6744	0.9703	0.9851
0.1	4.7757	1022	0.8689	0.72	0.8689	0.9321
0.1	4.7850	1024	0.7562	0.7179	0.7562	0.8696
0.1	4.7944	1026	0.6600	0.6738	0.6600	0.8124
0.1	4.8037	1028	0.6668	0.6738	0.6668	0.8166
0.1	4.8131	1030	0.7402	0.6794	0.7402	0.8603
0.1	4.8224	1032	0.8780	0.608	0.8780	0.9370
0.1	4.8318	1034	0.9893	0.608	0.9893	0.9946
0.1	4.8411	1036	0.9898	0.608	0.9898	0.9949
0.1	4.8505	1038	0.9477	0.608	0.9477	0.9735
0.1	4.8598	1040	0.9254	0.608	0.9254	0.9620
0.1	4.8692	1042	0.8407	0.5702	0.8407	0.9169
0.1	4.8785	1044	0.7396	0.5702	0.7396	0.8600
0.1	4.8879	1046	0.6624	0.6932	0.6624	0.8139
0.1	4.8972	1048	0.6635	0.6343	0.6635	0.8146
0.1	4.9065	1050	0.7210	0.6237	0.7210	0.8491
0.1	4.9159	1052	0.8438	0.6263	0.8438	0.9186
0.1	4.9252	1054	0.9588	0.6263	0.9588	0.9792
0.1	4.9346	1056	1.0913	0.6522	1.0913	1.0446
0.1	4.9439	1058	1.1150	0.6522	1.1150	1.0560
0.1	4.9533	1060	1.0678	0.6174	1.0678	1.0334
0.1	4.9626	1062	0.9998	0.6267	0.9998	0.9999
0.1	4.9720	1064	0.9233	0.6475	0.9233	0.9609
0.1	4.9813	1066	0.8213	0.6263	0.8213	0.9063
0.1	4.9907	1068	0.7339	0.7042	0.7339	0.8567
0.1	5.0	1070	0.6528	0.6932	0.6528	0.8079
0.1	5.0093	1072	0.6298	0.6932	0.6298	0.7936
0.1	5.0187	1074	0.6691	0.7328	0.6691	0.8180
0.1	5.0280	1076	0.7772	0.6957	0.7772	0.8816
0.1	5.0374	1078	0.8756	0.608	0.8756	0.9357
0.1	5.0467	1080	0.9585	0.6316	0.9585	0.9790
0.1	5.0561	1082	0.9892	0.5659	0.9892	0.9946
0.1	5.0654	1084	0.9285	0.608	0.9285	0.9636
0.1	5.0748	1086	0.7889	0.5702	0.7889	0.8882
0.1	5.0841	1088	0.6648	0.6547	0.6648	0.8154
0.1	5.0935	1090	0.6398	0.6693	0.6398	0.7999
0.1	5.1028	1092	0.6595	0.6693	0.6595	0.8121
0.1	5.1121	1094	0.7478	0.6794	0.7478	0.8647
0.1	5.1215	1096	0.8711	0.6263	0.8711	0.9333
0.1	5.1308	1098	0.9880	0.6073	0.9880	0.9940
0.1	5.1402	1100	1.1070	0.6174	1.1070	1.0521
0.1	5.1495	1102	1.1455	0.6392	1.1455	1.0703
0.1	5.1589	1104	1.1364	0.6392	1.1364	1.0660
0.1	5.1682	1106	1.1531	0.6392	1.1531	1.0738
0.1	5.1776	1108	1.1199	0.6522	1.1199	1.0583
0.1	5.1869	1110	1.0603	0.6174	1.0603	1.0297
0.1	5.1963	1112	0.9824	0.5987	0.9824	0.9911
0.1	5.2056	1114	0.9801	0.5987	0.9801	0.9900
0.1	5.2150	1116	1.0040	0.6174	1.0040	1.0020
0.1	5.2243	1118	1.0093	0.6174	1.0093	1.0046
0.1	5.2336	1120	1.0682	0.6174	1.0682	1.0335
0.1	5.2430	1122	1.0863	0.6000	1.0863	1.0423
0.1	5.2523	1124	1.0836	0.6000	1.0836	1.0410
0.1	5.2617	1126	1.0699	0.6000	1.0699	1.0343
0.1	5.2710	1128	1.0203	0.5882	1.0203	1.0101
0.1	5.2804	1130	0.9726	0.5882	0.9726	0.9862
0.1	5.2897	1132	0.9161	0.5882	0.9161	0.9571
0.1	5.2991	1134	0.9148	0.5882	0.9148	0.9564
0.1	5.3084	1136	0.9318	0.5882	0.9318	0.9653
0.1	5.3178	1138	0.8836	0.6475	0.8836	0.9400
0.1	5.3271	1140	0.8618	0.6067	0.8618	0.9283
0.1	5.3364	1142	0.8650	0.6067	0.8650	0.9301
0.1	5.3458	1144	0.8696	0.6067	0.8696	0.9325
0.1	5.3551	1146	0.8922	0.6475	0.8922	0.9446
0.1	5.3645	1148	0.8935	0.6475	0.8935	0.9453
0.1	5.3738	1150	0.8838	0.6475	0.8838	0.9401
0.1	5.3832	1152	0.8598	0.6475	0.8598	0.9273
0.1	5.3925	1154	0.8140	0.5852	0.8140	0.9022
0.1	5.4019	1156	0.8152	0.5852	0.8152	0.9029
0.1	5.4112	1158	0.8114	0.5946	0.8114	0.9008
0.1	5.4206	1160	0.7979	0.5946	0.7979	0.8932
0.1	5.4299	1162	0.8405	0.5702	0.8405	0.9168
0.1	5.4393	1164	0.9157	0.5607	0.9157	0.9569
0.1	5.4486	1166	0.9733	0.5182	0.9733	0.9866
0.1	5.4579	1168	0.9772	0.5182	0.9772	0.9885
0.1	5.4673	1170	0.9226	0.5956	0.9226	0.9605
0.1	5.4766	1172	0.8217	0.5702	0.8217	0.9064
0.1	5.4860	1174	0.7285	0.6667	0.7285	0.8535
0.1	5.4953	1176	0.6950	0.6667	0.6950	0.8336
0.1	5.5047	1178	0.6942	0.6667	0.6942	0.8332
0.1	5.5140	1180	0.7212	0.6667	0.7212	0.8493
0.1	5.5234	1182	0.7800	0.5702	0.7800	0.8832
0.1	5.5327	1184	0.8501	0.5607	0.8501	0.9220
0.1	5.5421	1186	0.8648	0.5607	0.8648	0.9299
0.1	5.5514	1188	0.8186	0.5702	0.8186	0.9047
0.1	5.5607	1190	0.7782	0.5702	0.7782	0.8822
0.1	5.5701	1192	0.7430	0.5806	0.7430	0.8620
0.1	5.5794	1194	0.7638	0.5702	0.7638	0.8740
0.1	5.5888	1196	0.7357	0.5806	0.7357	0.8577
0.1	5.5981	1198	0.7078	0.6818	0.7078	0.8413
0.1	5.6075	1200	0.7063	0.6818	0.7063	0.8404
0.1	5.6168	1202	0.6962	0.6818	0.6962	0.8344
0.1	5.6262	1204	0.7053	0.5806	0.7053	0.8398
0.1	5.6355	1206	0.7167	0.5806	0.7167	0.8466
0.1	5.6449	1208	0.7321	0.5806	0.7321	0.8556
0.1	5.6542	1210	0.7327	0.5806	0.7327	0.8560
0.1	5.6636	1212	0.7275	0.5806	0.7275	0.8529
0.1	5.6729	1214	0.7607	0.5806	0.7607	0.8722
0.1	5.6822	1216	0.7563	0.5806	0.7563	0.8697
0.1	5.6916	1218	0.7763	0.6930	0.7763	0.8811
0.1	5.7009	1220	0.7927	0.6930	0.7927	0.8903
0.1	5.7103	1222	0.8225	0.6778	0.8225	0.9069
0.1	5.7196	1224	0.8801	0.6316	0.8801	0.9381
0.1	5.7290	1226	0.9398	0.6316	0.9398	0.9695
0.1	5.7383	1228	0.9398	0.6316	0.9398	0.9694
0.1	5.7477	1230	0.9300	0.6316	0.9300	0.9643
0.1	5.7570	1232	0.9007	0.6316	0.9007	0.9491
0.1	5.7664	1234	0.9288	0.5659	0.9288	0.9638
0.1	5.7757	1236	0.9830	0.5659	0.9830	0.9915
0.1	5.7850	1238	1.0091	0.5659	1.0091	1.0045
0.1	5.7944	1240	1.0130	0.5659	1.0130	1.0065
0.1	5.8037	1242	1.0281	0.6097	1.0281	1.0140
0.1	5.8131	1244	1.0375	0.6097	1.0375	1.0186
0.1	5.8224	1246	1.0500	0.6097	1.0500	1.0247
0.1	5.8318	1248	1.0664	0.6097	1.0664	1.0327
0.1	5.8411	1250	1.0904	0.6000	1.0904	1.0442
0.1	5.8505	1252	1.0714	0.6097	1.0714	1.0351
0.1	5.8598	1254	1.0229	0.5659	1.0229	1.0114
0.1	5.8692	1256	0.9563	0.5254	0.9563	0.9779
0.1	5.8785	1258	0.9232	0.5956	0.9232	0.9608
0.1	5.8879	1260	0.8743	0.5956	0.8743	0.9350
0.1	5.8972	1262	0.8382	0.5956	0.8382	0.9155
0.1	5.9065	1264	0.8062	0.6075	0.8062	0.8979
0.1	5.9159	1266	0.7545	0.6818	0.7545	0.8686
0.1	5.9252	1268	0.7357	0.6818	0.7357	0.8577
0.1	5.9346	1270	0.6967	0.6818	0.6967	0.8347
0.1	5.9439	1272	0.7281	0.6818	0.7281	0.8533
0.1	5.9533	1274	0.8139	0.6529	0.8139	0.9022
0.1	5.9626	1276	0.9361	0.6744	0.9361	0.9675
0.1	5.9720	1278	1.0428	0.6617	1.0428	1.0212
0.1	5.9813	1280	1.1117	0.5911	1.1117	1.0544
0.1	5.9907	1282	1.1255	0.6291	1.1255	1.0609
0.1	6.0	1284	1.1064	0.6291	1.1064	1.0519
0.1	6.0093	1286	1.1002	0.6291	1.1002	1.0489
0.1	6.0187	1288	1.0356	0.7	1.0356	1.0176
0.1	6.0280	1290	0.9433	0.6316	0.9433	0.9712
0.1	6.0374	1292	0.8979	0.5847	0.8979	0.9476
0.1	6.0467	1294	0.8422	0.5956	0.8422	0.9177
0.1	6.0561	1296	0.7971	0.5956	0.7971	0.8928
0.1	6.0654	1298	0.8142	0.5956	0.8142	0.9023
0.1	6.0748	1300	0.8573	0.5956	0.8573	0.9259
0.1	6.0841	1302	0.8487	0.5956	0.8487	0.9212
0.1	6.0935	1304	0.8648	0.5847	0.8648	0.9299
0.1	6.1028	1306	0.8372	0.5956	0.8372	0.9150
0.1	6.1121	1308	0.7951	0.5806	0.7951	0.8917
0.1	6.1215	1310	0.7740	0.5806	0.7740	0.8798
0.1	6.1308	1312	0.7716	0.5806	0.7716	0.8784
0.1	6.1402	1314	0.7969	0.5702	0.7969	0.8927
0.1	6.1495	1316	0.8784	0.5607	0.8784	0.9372
0.1	6.1589	1318	0.9258	0.5607	0.9258	0.9622
0.1	6.1682	1320	0.9679	0.5847	0.9679	0.9838
0.1	6.1776	1322	1.0115	0.5749	1.0115	1.0057
0.1	6.1869	1324	0.9730	0.5847	0.9730	0.9864
0.1	6.1963	1326	0.9470	0.5847	0.9470	0.9732
0.1	6.2056	1328	0.9466	0.5847	0.9466	0.9729
0.1	6.2150	1330	0.9197	0.5847	0.9197	0.9590
0.1	6.2243	1332	0.9224	0.5847	0.9224	0.9604
0.1	6.2336	1334	0.9511	0.5847	0.9511	0.9753
0.1	6.2430	1336	0.9492	0.5847	0.9492	0.9743
0.1	6.2523	1338	0.9569	0.5847	0.9569	0.9782
0.1	6.2617	1340	0.9131	0.5847	0.9131	0.9556
0.1	6.2710	1342	0.8558	0.5847	0.8558	0.9251
0.1	6.2804	1344	0.8051	0.5956	0.8051	0.8973
0.1	6.2897	1346	0.7720	0.5702	0.7720	0.8786
0.1	6.2991	1348	0.7736	0.5702	0.7736	0.8795
0.1	6.3084	1350	0.7622	0.5806	0.7622	0.8730
0.1	6.3178	1352	0.7415	0.5806	0.7415	0.8611
0.1	6.3271	1354	0.7459	0.5806	0.7459	0.8636
0.1	6.3364	1356	0.7951	0.5702	0.7951	0.8917
0.1	6.3458	1358	0.8663	0.5607	0.8663	0.9307
0.1	6.3551	1360	0.9616	0.5607	0.9616	0.9806
0.1	6.3645	1362	1.0500	0.5576	1.0500	1.0247
0.1	6.3738	1364	1.1083	0.5576	1.1083	1.0528
0.1	6.3832	1366	1.1155	0.5576	1.1155	1.0562
0.1	6.3925	1368	1.0906	0.5576	1.0906	1.0443
0.1	6.4019	1370	1.0522	0.5749	1.0522	1.0258
0.1	6.4112	1372	0.9586	0.5847	0.9586	0.9791
0.1	6.4206	1374	0.8621	0.5702	0.8621	0.9285
0.1	6.4299	1376	0.7981	0.5806	0.7981	0.8934
0.1	6.4393	1378	0.7722	0.5806	0.7722	0.8788
0.1	6.4486	1380	0.7692	0.5806	0.7692	0.8770
0.1	6.4579	1382	0.7988	0.5806	0.7988	0.8937
0.1	6.4673	1384	0.8428	0.5702	0.8428	0.9181
0.1	6.4766	1386	0.8479	0.5702	0.8479	0.9208
0.1	6.4860	1388	0.8435	0.5702	0.8435	0.9184
0.1	6.4953	1390	0.8738	0.5607	0.8738	0.9348
0.1	6.5047	1392	0.9368	0.552	0.9368	0.9679
0.1	6.5140	1394	0.9593	0.5749	0.9593	0.9795
0.1	6.5234	1396	0.9273	0.5749	0.9273	0.9629
0.1	6.5327	1398	0.8819	0.5702	0.8819	0.9391
0.1	6.5421	1400	0.8775	0.5702	0.8775	0.9367
0.1	6.5514	1402	0.8732	0.5607	0.8732	0.9344
0.1	6.5607	1404	0.8277	0.5702	0.8277	0.9098
0.1	6.5701	1406	0.8234	0.5702	0.8234	0.9074
0.1	6.5794	1408	0.8120	0.5702	0.8120	0.9011
0.1	6.5888	1410	0.8308	0.5702	0.8308	0.9115
0.1	6.5981	1412	0.8541	0.5607	0.8541	0.9242
0.1	6.6075	1414	0.8715	0.5607	0.8715	0.9335
0.1	6.6168	1416	0.8740	0.5607	0.8740	0.9349
0.1	6.6262	1418	0.8492	0.5607	0.8492	0.9215
0.1	6.6355	1420	0.8142	0.5852	0.8142	0.9023
0.1	6.6449	1422	0.8061	0.5852	0.8061	0.8978
0.1	6.6542	1424	0.7914	0.5852	0.7914	0.8896
0.1	6.6636	1426	0.7789	0.5702	0.7789	0.8826
0.1	6.6729	1428	0.7816	0.5702	0.7816	0.8841
0.1	6.6822	1430	0.7855	0.5607	0.7855	0.8863
0.1	6.6916	1432	0.8286	0.5607	0.8286	0.9103
0.1	6.7009	1434	0.9044	0.5847	0.9044	0.9510
0.1	6.7103	1436	0.9653	0.5847	0.9653	0.9825
0.1	6.7196	1438	0.9919	0.6202	0.9919	0.9959
0.1	6.7290	1440	0.9770	0.6202	0.9770	0.9884
0.1	6.7383	1442	0.9452	0.6316	0.9452	0.9722
0.1	6.7477	1444	0.8896	0.5847	0.8896	0.9432
0.1	6.7570	1446	0.8316	0.5847	0.8316	0.9119
0.1	6.7664	1448	0.8284	0.5847	0.8284	0.9102
0.1	6.7757	1450	0.8883	0.6316	0.8883	0.9425
0.1	6.7850	1452	0.9475	0.6202	0.9475	0.9734
0.1	6.7944	1454	0.9875	0.5576	0.9875	0.9937
0.1	6.8037	1456	0.9912	0.5576	0.9912	0.9956
0.1	6.8131	1458	1.0043	0.6000	1.0043	1.0022
0.1	6.8224	1460	1.0045	0.6174	1.0045	1.0023
0.1	6.8318	1462	0.9551	0.5800	0.9551	0.9773
0.1	6.8411	1464	0.8875	0.6475	0.8875	0.9421
0.1	6.8505	1466	0.7978	0.6172	0.7978	0.8932
0.1	6.8598	1468	0.7768	0.6172	0.7768	0.8814
0.1	6.8692	1470	0.7987	0.6172	0.7987	0.8937
0.1	6.8785	1472	0.8549	0.6441	0.8549	0.9246
0.1	6.8879	1474	0.8956	0.6316	0.8956	0.9464
0.1	6.8972	1476	0.9286	0.6316	0.9286	0.9637
0.1	6.9065	1478	0.9449	0.6316	0.9449	0.9721
0.1	6.9159	1480	0.9852	0.6316	0.9852	0.9926
0.1	6.9252	1482	1.0183	0.6202	1.0183	1.0091
0.1	6.9346	1484	1.0176	0.6617	1.0176	1.0088
0.1	6.9439	1486	0.9875	0.6316	0.9875	0.9937
0.1	6.9533	1488	0.8983	0.6316	0.8983	0.9478
0.1	6.9626	1490	0.8104	0.5956	0.8104	0.9002
0.1	6.9720	1492	0.7322	0.6172	0.7322	0.8557
0.1	6.9813	1494	0.6902	0.5725	0.6902	0.8308
0.1	6.9907	1496	0.6797	0.6566	0.6797	0.8244
0.1	7.0	1498	0.6989	0.5725	0.6989	0.8360
0.0591	7.0093	1500	0.7524	0.5725	0.7524	0.8674
0.0591	7.0187	1502	0.8307	0.6067	0.8307	0.9114
0.0591	7.0280	1504	0.9046	0.6851	0.9046	0.9511
0.0591	7.0374	1506	0.9452	0.6744	0.9452	0.9722
0.0591	7.0467	1508	0.9515	0.6744	0.9515	0.9754
0.0591	7.0561	1510	0.9133	0.6744	0.9133	0.9556
0.0591	7.0654	1512	0.8253	0.6316	0.8253	0.9085
0.0591	7.0748	1514	0.7236	0.6778	0.7236	0.8506
0.0591	7.0841	1516	0.6406	0.6930	0.6406	0.8004
0.0591	7.0935	1518	0.5957	0.6500	0.5957	0.7718
0.0591	7.1028	1520	0.5880	0.6500	0.5880	0.7668
0.0591	7.1121	1522	0.6168	0.6818	0.6168	0.7854
0.0591	7.1215	1524	0.6471	0.6930	0.6471	0.8044
0.0591	7.1308	1526	0.6764	0.6930	0.6764	0.8224
0.0591	7.1402	1528	0.7103	0.6930	0.7103	0.8428
0.0591	7.1495	1530	0.7583	0.6778	0.7583	0.8708
0.0591	7.1589	1532	0.8038	0.5847	0.8038	0.8966
0.0591	7.1682	1534	0.8104	0.5847	0.8104	0.9002
0.0591	7.1776	1536	0.8293	0.5847	0.8293	0.9107
0.0591	7.1869	1538	0.8468	0.5847	0.8468	0.9202
0.0591	7.1963	1540	0.8473	0.5847	0.8473	0.9205
0.0591	7.2056	1542	0.7999	0.5847	0.7999	0.8944
0.0591	7.2150	1544	0.7433	0.6930	0.7433	0.8621
0.0591	7.2243	1546	0.7275	0.6930	0.7275	0.8529
0.0591	7.2336	1548	0.7348	0.6930	0.7348	0.8572
0.0591	7.2430	1550	0.7275	0.6930	0.7275	0.8530
0.0591	7.2523	1552	0.7256	0.6930	0.7256	0.8518
0.0591	7.2617	1554	0.7113	0.6930	0.7113	0.8434
0.0591	7.2710	1556	0.7146	0.6930	0.7146	0.8453
0.0591	7.2804	1558	0.7409	0.6778	0.7409	0.8607
0.0591	7.2897	1560	0.7848	0.6778	0.7848	0.8859
0.0591	7.2991	1562	0.8449	0.5847	0.8449	0.9192
0.0591	7.3084	1564	0.9250	0.6744	0.9250	0.9618
0.0591	7.3178	1566	0.9317	0.6744	0.9317	0.9652
0.0591	7.3271	1568	0.9355	0.6744	0.9355	0.9672
0.0591	7.3364	1570	0.8907	0.6316	0.8907	0.9438
0.0591	7.3458	1572	0.8559	0.6316	0.8559	0.9252
0.0591	7.3551	1574	0.7867	0.5847	0.7867	0.8870
0.0591	7.3645	1576	0.7340	0.6930	0.7340	0.8567
0.0591	7.3738	1578	0.7198	0.6930	0.7198	0.8484
0.0591	7.3832	1580	0.7350	0.6778	0.7350	0.8573
0.0591	7.3925	1582	0.7755	0.6778	0.7755	0.8806
0.0591	7.4019	1584	0.8083	0.5847	0.8083	0.8990
0.0591	7.4112	1586	0.8631	0.6316	0.8631	0.9290
0.0591	7.4206	1588	0.9189	0.6316	0.9189	0.9586
0.0591	7.4299	1590	0.9973	0.6744	0.9973	0.9987
0.0591	7.4393	1592	1.0593	0.6617	1.0593	1.0292
0.0591	7.4486	1594	1.0531	0.6617	1.0531	1.0262
0.0591	7.4579	1596	1.0034	0.6744	1.0034	1.0017
0.0591	7.4673	1598	0.9169	0.6316	0.9169	0.9576
0.0591	7.4766	1600	0.8259	0.6316	0.8259	0.9088
0.0591	7.4860	1602	0.7710	0.6930	0.7710	0.8781
0.0591	7.4953	1604	0.7495	0.6930	0.7495	0.8657
0.0591	7.5047	1606	0.7469	0.6930	0.7469	0.8642
0.0591	7.5140	1608	0.7635	0.6930	0.7635	0.8738
0.0591	7.5234	1610	0.8010	0.5956	0.8010	0.8950
0.0591	7.5327	1612	0.8468	0.6316	0.8468	0.9202
0.0591	7.5421	1614	0.8836	0.6316	0.8836	0.9400
0.0591	7.5514	1616	0.9064	0.6316	0.9064	0.9520
0.0591	7.5607	1618	0.8959	0.6316	0.8959	0.9465
0.0591	7.5701	1620	0.8486	0.6316	0.8486	0.9212
0.0591	7.5794	1622	0.7940	0.5956	0.7940	0.8911
0.0591	7.5888	1624	0.7610	0.6930	0.7610	0.8724
0.0591	7.5981	1626	0.7512	0.6930	0.7512	0.8667
0.0591	7.6075	1628	0.7500	0.6930	0.7500	0.8660
0.0591	7.6168	1630	0.7719	0.6930	0.7719	0.8786
0.0591	7.6262	1632	0.8024	0.72	0.8024	0.8958
0.0591	7.6355	1634	0.8036	0.72	0.8036	0.8964
0.0591	7.6449	1636	0.7847	0.6930	0.7847	0.8858
0.0591	7.6542	1638	0.7612	0.6930	0.7612	0.8725
0.0591	7.6636	1640	0.7517	0.6930	0.7517	0.8670
0.0591	7.6729	1642	0.7390	0.6667	0.7390	0.8597
0.0591	7.6822	1644	0.7345	0.6667	0.7345	0.8570
0.0591	7.6916	1646	0.7583	0.5702	0.7583	0.8708
0.0591	7.7009	1648	0.7747	0.5956	0.7747	0.8802
0.0591	7.7103	1650	0.8099	0.5956	0.8099	0.8999
0.0591	7.7196	1652	0.8439	0.5956	0.8439	0.9187
0.0591	7.7290	1654	0.8567	0.5847	0.8567	0.9256
0.0591	7.7383	1656	0.8357	0.5956	0.8357	0.9142
0.0591	7.7477	1658	0.8139	0.5956	0.8139	0.9021
0.0591	7.7570	1660	0.7774	0.5956	0.7774	0.8817
0.0591	7.7664	1662	0.7414	0.5956	0.7414	0.8610
0.0591	7.7757	1664	0.7352	0.5956	0.7352	0.8574
0.0591	7.7850	1666	0.7511	0.5956	0.7511	0.8667
0.0591	7.7944	1668	0.7719	0.5956	0.7719	0.8786
0.0591	7.8037	1670	0.7787	0.5956	0.7787	0.8825
0.0591	7.8131	1672	0.7674	0.6172	0.7674	0.8760
0.0591	7.8224	1674	0.7523	0.6794	0.7523	0.8674
0.0591	7.8318	1676	0.7448	0.6794	0.7448	0.8630
0.0591	7.8411	1678	0.7560	0.6667	0.7560	0.8695
0.0591	7.8505	1680	0.7788	0.6067	0.7788	0.8825
0.0591	7.8598	1682	0.8095	0.5847	0.8095	0.8997
0.0591	7.8692	1684	0.8441	0.5847	0.8441	0.9187
0.0591	7.8785	1686	0.8767	0.5847	0.8767	0.9363
0.0591	7.8879	1688	0.9008	0.6316	0.9008	0.9491
0.0591	7.8972	1690	0.9235	0.6744	0.9235	0.9610
0.0591	7.9065	1692	0.9269	0.6744	0.9269	0.9627
0.0591	7.9159	1694	0.9279	0.6744	0.9279	0.9633
0.0591	7.9252	1696	0.9055	0.6316	0.9055	0.9516
0.0591	7.9346	1698	0.8936	0.6316	0.8936	0.9453
0.0591	7.9439	1700	0.8878	0.6316	0.8878	0.9422
0.0591	7.9533	1702	0.8835	0.6316	0.8835	0.9400
0.0591	7.9626	1704	0.8571	0.6316	0.8571	0.9258
0.0591	7.9720	1706	0.8485	0.6316	0.8485	0.9211
0.0591	7.9813	1708	0.8372	0.6316	0.8372	0.9150
0.0591	7.9907	1710	0.8368	0.6316	0.8368	0.9148
0.0591	8.0	1712	0.8316	0.6316	0.8316	0.9119
0.0591	8.0093	1714	0.8414	0.6316	0.8414	0.9173
0.0591	8.0187	1716	0.8452	0.5847	0.8452	0.9194
0.0591	8.0280	1718	0.8463	0.5847	0.8463	0.9199
0.0591	8.0374	1720	0.8620	0.5847	0.8620	0.9284
0.0591	8.0467	1722	0.8605	0.5847	0.8605	0.9276
0.0591	8.0561	1724	0.8472	0.5847	0.8472	0.9204
0.0591	8.0654	1726	0.8306	0.5847	0.8306	0.9114
0.0591	8.0748	1728	0.8130	0.5847	0.8130	0.9017
0.0591	8.0841	1730	0.8288	0.5847	0.8288	0.9104
0.0591	8.0935	1732	0.8449	0.6316	0.8449	0.9192
0.0591	8.1028	1734	0.8640	0.6316	0.8640	0.9295
0.0591	8.1121	1736	0.8798	0.6316	0.8798	0.9380
0.0591	8.1215	1738	0.9020	0.6316	0.9020	0.9497
0.0591	8.1308	1740	0.9315	0.6316	0.9315	0.9652
0.0591	8.1402	1742	0.9296	0.6316	0.9296	0.9641
0.0591	8.1495	1744	0.9295	0.6316	0.9295	0.9641
0.0591	8.1589	1746	0.9556	0.6744	0.9556	0.9775
0.0591	8.1682	1748	0.9638	0.6744	0.9638	0.9817
0.0591	8.1776	1750	0.9615	0.6744	0.9615	0.9806
0.0591	8.1869	1752	0.9355	0.6744	0.9355	0.9672
0.0591	8.1963	1754	0.9226	0.6744	0.9226	0.9605
0.0591	8.2056	1756	0.9107	0.6316	0.9107	0.9543
0.0591	8.2150	1758	0.8992	0.6316	0.8992	0.9483
0.0591	8.2243	1760	0.8742	0.6316	0.8742	0.9350
0.0591	8.2336	1762	0.8358	0.6316	0.8358	0.9142
0.0591	8.2430	1764	0.7995	0.6316	0.7995	0.8942
0.0591	8.2523	1766	0.7913	0.72	0.7913	0.8896
0.0591	8.2617	1768	0.7958	0.72	0.7958	0.8921
0.0591	8.2710	1770	0.8063	0.72	0.8063	0.8980
0.0591	8.2804	1772	0.8305	0.6316	0.8305	0.9113
0.0591	8.2897	1774	0.8570	0.6316	0.8570	0.9257
0.0591	8.2991	1776	0.8754	0.6744	0.8754	0.9356
0.0591	8.3084	1778	0.8892	0.6744	0.8892	0.9430
0.0591	8.3178	1780	0.8693	0.6744	0.8693	0.9324
0.0591	8.3271	1782	0.8354	0.6316	0.8354	0.9140
0.0591	8.3364	1784	0.8163	0.6316	0.8163	0.9035
0.0591	8.3458	1786	0.8151	0.6316	0.8151	0.9029
0.0591	8.3551	1788	0.8255	0.6316	0.8255	0.9086
0.0591	8.3645	1790	0.8488	0.6316	0.8488	0.9213
0.0591	8.3738	1792	0.8550	0.6744	0.8550	0.9247
0.0591	8.3832	1794	0.8490	0.6744	0.8490	0.9214
0.0591	8.3925	1796	0.8590	0.6744	0.8590	0.9268
0.0591	8.4019	1798	0.8557	0.6744	0.8557	0.9250
0.0591	8.4112	1800	0.8388	0.6316	0.8388	0.9159
0.0591	8.4206	1802	0.8231	0.6316	0.8231	0.9072
0.0591	8.4299	1804	0.7962	0.6316	0.7962	0.8923
0.0591	8.4393	1806	0.7886	0.6441	0.7886	0.8880
0.0591	8.4486	1808	0.7774	0.7364	0.7774	0.8817
0.0591	8.4579	1810	0.7669	0.7364	0.7669	0.8757
0.0591	8.4673	1812	0.7430	0.7364	0.7430	0.8620
0.0591	8.4766	1814	0.7346	0.7364	0.7346	0.8571
0.0591	8.4860	1816	0.7360	0.7364	0.7360	0.8579
0.0591	8.4953	1818	0.7332	0.7364	0.7332	0.8563
0.0591	8.5047	1820	0.7386	0.7364	0.7386	0.8594
0.0591	8.5140	1822	0.7563	0.7364	0.7563	0.8696
0.0591	8.5234	1824	0.7680	0.72	0.7680	0.8764
0.0591	8.5327	1826	0.7753	0.72	0.7753	0.8805
0.0591	8.5421	1828	0.7744	0.72	0.7744	0.8800
0.0591	8.5514	1830	0.7802	0.72	0.7802	0.8833
0.0591	8.5607	1832	0.7909	0.72	0.7909	0.8894
0.0591	8.5701	1834	0.8059	0.72	0.8059	0.8977
0.0591	8.5794	1836	0.8116	0.6316	0.8116	0.9009
0.0591	8.5888	1838	0.8110	0.6316	0.8110	0.9006
0.0591	8.5981	1840	0.8060	0.6316	0.8060	0.8978
0.0591	8.6075	1842	0.7993	0.72	0.7993	0.8940
0.0591	8.6168	1844	0.7983	0.72	0.7983	0.8935
0.0591	8.6262	1846	0.7968	0.72	0.7968	0.8926
0.0591	8.6355	1848	0.7966	0.72	0.7966	0.8925
0.0591	8.6449	1850	0.8062	0.72	0.8062	0.8979
0.0591	8.6542	1852	0.8081	0.72	0.8081	0.8989
0.0591	8.6636	1854	0.8017	0.72	0.8017	0.8953
0.0591	8.6729	1856	0.7951	0.72	0.7951	0.8917
0.0591	8.6822	1858	0.7831	0.72	0.7831	0.8849
0.0591	8.6916	1860	0.7846	0.72	0.7846	0.8858
0.0591	8.7009	1862	0.7880	0.72	0.7880	0.8877
0.0591	8.7103	1864	0.8047	0.72	0.8047	0.8970
0.0591	8.7196	1866	0.8336	0.6744	0.8336	0.9130
0.0591	8.7290	1868	0.8601	0.6744	0.8601	0.9274
0.0591	8.7383	1870	0.8653	0.6744	0.8653	0.9302
0.0591	8.7477	1872	0.8549	0.6744	0.8549	0.9246
0.0591	8.7570	1874	0.8337	0.6316	0.8337	0.9131
0.0591	8.7664	1876	0.8091	0.6316	0.8091	0.8995
0.0591	8.7757	1878	0.7978	0.6316	0.7978	0.8932
0.0591	8.7850	1880	0.7863	0.5847	0.7863	0.8868
0.0591	8.7944	1882	0.7643	0.6778	0.7643	0.8742
0.0591	8.8037	1884	0.7450	0.6930	0.7450	0.8632
0.0591	8.8131	1886	0.7377	0.6930	0.7377	0.8589
0.0591	8.8224	1888	0.7167	0.6930	0.7167	0.8466
0.0591	8.8318	1890	0.7053	0.7097	0.7053	0.8398
0.0591	8.8411	1892	0.7004	0.6818	0.7004	0.8369
0.0591	8.8505	1894	0.7075	0.6818	0.7075	0.8411
0.0591	8.8598	1896	0.7143	0.6667	0.7143	0.8452
0.0591	8.8692	1898	0.7182	0.6667	0.7182	0.8474
0.0591	8.8785	1900	0.7300	0.6930	0.7300	0.8544
0.0591	8.8879	1902	0.7371	0.6930	0.7371	0.8585
0.0591	8.8972	1904	0.7462	0.6930	0.7462	0.8638
0.0591	8.9065	1906	0.7576	0.6778	0.7576	0.8704
0.0591	8.9159	1908	0.7550	0.6778	0.7550	0.8689
0.0591	8.9252	1910	0.7524	0.6778	0.7524	0.8674
0.0591	8.9346	1912	0.7443	0.6529	0.7443	0.8628
0.0591	8.9439	1914	0.7475	0.6529	0.7475	0.8646
0.0591	8.9533	1916	0.7516	0.6529	0.7516	0.8669
0.0591	8.9626	1918	0.7592	0.72	0.7592	0.8713
0.0591	8.9720	1920	0.7628	0.72	0.7628	0.8734
0.0591	8.9813	1922	0.7629	0.72	0.7629	0.8735
0.0591	8.9907	1924	0.7717	0.72	0.7717	0.8785
0.0591	9.0	1926	0.7719	0.72	0.7719	0.8786
0.0591	9.0093	1928	0.7790	0.72	0.7790	0.8826
0.0591	9.0187	1930	0.7859	0.72	0.7859	0.8865
0.0591	9.0280	1932	0.7943	0.72	0.7943	0.8912
0.0591	9.0374	1934	0.7999	0.72	0.7999	0.8944
0.0591	9.0467	1936	0.8079	0.72	0.8079	0.8988
0.0591	9.0561	1938	0.8169	0.6316	0.8169	0.9038
0.0591	9.0654	1940	0.8146	0.6316	0.8146	0.9026
0.0591	9.0748	1942	0.7994	0.72	0.7994	0.8941
0.0591	9.0841	1944	0.7811	0.72	0.7811	0.8838
0.0591	9.0935	1946	0.7601	0.6778	0.7601	0.8718
0.0591	9.1028	1948	0.7353	0.6667	0.7353	0.8575
0.0591	9.1121	1950	0.7137	0.6667	0.7137	0.8448
0.0591	9.1215	1952	0.7036	0.6667	0.7036	0.8388
0.0591	9.1308	1954	0.7056	0.6667	0.7056	0.8400
0.0591	9.1402	1956	0.7057	0.6667	0.7057	0.8401
0.0591	9.1495	1958	0.7054	0.6667	0.7054	0.8399
0.0591	9.1589	1960	0.7113	0.6667	0.7113	0.8434
0.0591	9.1682	1962	0.7130	0.6667	0.7130	0.8444
0.0591	9.1776	1964	0.7185	0.6667	0.7185	0.8477
0.0591	9.1869	1966	0.7199	0.6930	0.7199	0.8485
0.0591	9.1963	1968	0.7283	0.7364	0.7283	0.8534
0.0591	9.2056	1970	0.7432	0.72	0.7432	0.8621
0.0591	9.2150	1972	0.7573	0.72	0.7573	0.8702
0.0591	9.2243	1974	0.7628	0.72	0.7628	0.8734
0.0591	9.2336	1976	0.7674	0.72	0.7674	0.8760
0.0591	9.2430	1978	0.7667	0.72	0.7667	0.8756
0.0591	9.2523	1980	0.7590	0.72	0.7590	0.8712
0.0591	9.2617	1982	0.7450	0.72	0.7450	0.8632
0.0591	9.2710	1984	0.7304	0.72	0.7304	0.8547
0.0591	9.2804	1986	0.7208	0.7107	0.7208	0.8490
0.0591	9.2897	1988	0.7165	0.7107	0.7165	0.8465
0.0591	9.2991	1990	0.7045	0.6667	0.7045	0.8394
0.0591	9.3084	1992	0.7011	0.6667	0.7011	0.8373
0.0591	9.3178	1994	0.7067	0.6667	0.7067	0.8407
0.0591	9.3271	1996	0.7146	0.6667	0.7146	0.8453
0.0591	9.3364	1998	0.7258	0.7107	0.7258	0.8519
0.0402	9.3458	2000	0.7371	0.6957	0.7371	0.8585
0.0402	9.3551	2002	0.7522	0.6957	0.7522	0.8673
0.0402	9.3645	2004	0.7745	0.72	0.7745	0.8801
0.0402	9.3738	2006	0.7907	0.6316	0.7907	0.8892
0.0402	9.3832	2008	0.8016	0.6316	0.8016	0.8953
0.0402	9.3925	2010	0.8120	0.6316	0.8120	0.9011
0.0402	9.4019	2012	0.8149	0.6316	0.8149	0.9027
0.0402	9.4112	2014	0.8154	0.6316	0.8154	0.9030
0.0402	9.4206	2016	0.8155	0.6316	0.8155	0.9030
0.0402	9.4299	2018	0.8081	0.6316	0.8081	0.8989
0.0402	9.4393	2020	0.7999	0.6316	0.7999	0.8944
0.0402	9.4486	2022	0.7920	0.6316	0.7920	0.8900
0.0402	9.4579	2024	0.7888	0.6316	0.7888	0.8882
0.0402	9.4673	2026	0.7879	0.5847	0.7879	0.8876
0.0402	9.4766	2028	0.7890	0.5847	0.7890	0.8882
0.0402	9.4860	2030	0.7911	0.5847	0.7911	0.8895
0.0402	9.4953	2032	0.7946	0.5847	0.7946	0.8914
0.0402	9.5047	2034	0.7988	0.6316	0.7988	0.8937
0.0402	9.5140	2036	0.8091	0.6316	0.8091	0.8995
0.0402	9.5234	2038	0.8203	0.6316	0.8203	0.9057
0.0402	9.5327	2040	0.8237	0.6316	0.8237	0.9076
0.0402	9.5421	2042	0.8246	0.6316	0.8246	0.9081
0.0402	9.5514	2044	0.8220	0.6316	0.8220	0.9066
0.0402	9.5607	2046	0.8181	0.6316	0.8181	0.9045
0.0402	9.5701	2048	0.8151	0.6316	0.8151	0.9029
0.0402	9.5794	2050	0.8106	0.6316	0.8106	0.9003
0.0402	9.5888	2052	0.8098	0.6316	0.8098	0.8999
0.0402	9.5981	2054	0.8150	0.6316	0.8150	0.9028
0.0402	9.6075	2056	0.8195	0.6316	0.8195	0.9052
0.0402	9.6168	2058	0.8182	0.6316	0.8182	0.9045
0.0402	9.6262	2060	0.8179	0.6316	0.8179	0.9044
0.0402	9.6355	2062	0.8191	0.6316	0.8191	0.9051
0.0402	9.6449	2064	0.8164	0.6316	0.8164	0.9035
0.0402	9.6542	2066	0.8137	0.6316	0.8137	0.9020
0.0402	9.6636	2068	0.8136	0.6316	0.8136	0.9020
0.0402	9.6729	2070	0.8169	0.6316	0.8169	0.9038
0.0402	9.6822	2072	0.8195	0.6316	0.8195	0.9052
0.0402	9.6916	2074	0.8220	0.6316	0.8220	0.9067
0.0402	9.7009	2076	0.8210	0.6316	0.8210	0.9061
0.0402	9.7103	2078	0.8208	0.6316	0.8208	0.9060
0.0402	9.7196	2080	0.8219	0.6316	0.8219	0.9066
0.0402	9.7290	2082	0.8235	0.6316	0.8235	0.9075
0.0402	9.7383	2084	0.8212	0.6316	0.8212	0.9062
0.0402	9.7477	2086	0.8195	0.6316	0.8195	0.9052
0.0402	9.7570	2088	0.8210	0.6316	0.8210	0.9061
0.0402	9.7664	2090	0.8216	0.6316	0.8216	0.9064
0.0402	9.7757	2092	0.8200	0.6316	0.8200	0.9055
0.0402	9.7850	2094	0.8182	0.6316	0.8182	0.9046
0.0402	9.7944	2096	0.8147	0.6316	0.8147	0.9026
0.0402	9.8037	2098	0.8107	0.6316	0.8107	0.9004
0.0402	9.8131	2100	0.8071	0.6316	0.8071	0.8984
0.0402	9.8224	2102	0.8047	0.6316	0.8047	0.8970
0.0402	9.8318	2104	0.8018	0.6316	0.8018	0.8955
0.0402	9.8411	2106	0.8012	0.6316	0.8012	0.8951
0.0402	9.8505	2108	0.8007	0.6316	0.8007	0.8948
0.0402	9.8598	2110	0.8000	0.6316	0.8000	0.8945
0.0402	9.8692	2112	0.7996	0.6316	0.7996	0.8942
0.0402	9.8785	2114	0.7989	0.6316	0.7989	0.8938
0.0402	9.8879	2116	0.7990	0.6316	0.7990	0.8939
0.0402	9.8972	2118	0.7992	0.6316	0.7992	0.8940
0.0402	9.9065	2120	0.7992	0.6316	0.7992	0.8940
0.0402	9.9159	2122	0.8002	0.6316	0.8002	0.8946
0.0402	9.9252	2124	0.8014	0.6316	0.8014	0.8952
0.0402	9.9346	2126	0.8027	0.6316	0.8027	0.8960
0.0402	9.9439	2128	0.8037	0.6316	0.8037	0.8965
0.0402	9.9533	2130	0.8047	0.6316	0.8047	0.8971
0.0402	9.9626	2132	0.8054	0.6316	0.8054	0.8974
0.0402	9.9720	2134	0.8061	0.6316	0.8061	0.8978
0.0402	9.9813	2136	0.8067	0.6316	0.8067	0.8982
0.0402	9.9907	2138	0.8068	0.6316	0.8068	0.8982
0.0402	10.0	2140	0.8068	0.6316	0.8068	0.8982

Framework versions

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