Arabic_FineTuningAraBERT_AugV5_k35_task2_organization_fold0

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

• Loss: 0.6437
• Qwk: 0.3771
• Mse: 0.6437
• Rmse: 0.8023

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	0.0082	2	3.8449	0.0	3.8449	1.9608
No log	0.0165	4	2.5465	0.0172	2.5465	1.5958
No log	0.0247	6	1.3961	0.0491	1.3961	1.1816
No log	0.0329	8	1.3041	0.0	1.3041	1.1420
No log	0.0412	10	1.1781	0.0	1.1781	1.0854
No log	0.0494	12	1.2873	0.0	1.2873	1.1346
No log	0.0576	14	1.6711	-0.0302	1.6711	1.2927
No log	0.0658	16	1.5391	0.0	1.5391	1.2406
No log	0.0741	18	1.4694	0.0491	1.4694	1.2122
No log	0.0823	20	1.5935	0.0491	1.5935	1.2623
No log	0.0905	22	1.7652	-0.0096	1.7652	1.3286
No log	0.0988	24	1.9005	0.0525	1.9004	1.3786
No log	0.1070	26	1.7812	-0.0328	1.7812	1.3346
No log	0.1152	28	1.6600	0.0173	1.6600	1.2884
No log	0.1235	30	1.5788	0.0491	1.5788	1.2565
No log	0.1317	32	1.4703	0.0	1.4703	1.2126
No log	0.1399	34	1.2667	0.0	1.2667	1.1255
No log	0.1481	36	1.0444	0.0	1.0444	1.0220
No log	0.1564	38	0.8703	0.0	0.8703	0.9329
No log	0.1646	40	0.7873	0.0335	0.7873	0.8873
No log	0.1728	42	0.8284	0.0335	0.8284	0.9102
No log	0.1811	44	0.9977	0.0	0.9977	0.9988
No log	0.1893	46	1.3060	0.0	1.3060	1.1428
No log	0.1975	48	1.4340	0.0	1.4340	1.1975
No log	0.2058	50	1.3664	0.0	1.3664	1.1689
No log	0.2140	52	1.2462	0.0	1.2462	1.1163
No log	0.2222	54	1.1136	0.0	1.1136	1.0553
No log	0.2305	56	1.2068	0.0	1.2068	1.0986
No log	0.2387	58	1.1604	0.0	1.1604	1.0772
No log	0.2469	60	0.9721	0.0	0.9721	0.9860
No log	0.2551	62	0.8585	0.0	0.8585	0.9265
No log	0.2634	64	0.8457	0.0	0.8457	0.9196
No log	0.2716	66	0.8333	0.0	0.8333	0.9129
No log	0.2798	68	0.9003	0.0	0.9003	0.9489
No log	0.2881	70	1.0546	0.0	1.0546	1.0269
No log	0.2963	72	1.1747	0.0	1.1747	1.0838
No log	0.3045	74	1.2196	0.0	1.2196	1.1044
No log	0.3128	76	1.1503	0.0	1.1503	1.0725
No log	0.3210	78	1.0305	0.0	1.0305	1.0151
No log	0.3292	80	0.9394	0.0	0.9394	0.9692
No log	0.3374	82	0.9147	0.0	0.9147	0.9564
No log	0.3457	84	0.9039	0.0	0.9039	0.9507
No log	0.3539	86	0.9438	0.0	0.9438	0.9715
No log	0.3621	88	1.1728	0.0	1.1728	1.0830
No log	0.3704	90	1.5843	0.125	1.5843	1.2587
No log	0.3786	92	1.5654	0.125	1.5654	1.2512
No log	0.3868	94	1.2734	0.0	1.2734	1.1284
No log	0.3951	96	0.9856	0.0	0.9856	0.9928
No log	0.4033	98	0.7949	0.1564	0.7949	0.8916
No log	0.4115	100	0.7168	0.1192	0.7168	0.8466
No log	0.4198	102	0.7223	0.2150	0.7223	0.8499
No log	0.4280	104	0.8128	0.1747	0.8128	0.9015
No log	0.4362	106	0.7921	0.1747	0.7921	0.8900
No log	0.4444	108	0.7928	0.3046	0.7928	0.8904
No log	0.4527	110	0.7358	0.3046	0.7358	0.8578
No log	0.4609	112	0.6887	0.3695	0.6887	0.8299
No log	0.4691	114	0.7364	0.1747	0.7364	0.8581
No log	0.4774	116	0.7567	0.3197	0.7567	0.8699
No log	0.4856	118	0.8435	0.1564	0.8435	0.9184
No log	0.4938	120	0.9194	0.0	0.9194	0.9589
No log	0.5021	122	0.9321	0.0	0.9321	0.9654
No log	0.5103	124	0.8488	0.2821	0.8488	0.9213
No log	0.5185	126	0.7542	0.2150	0.7542	0.8684
No log	0.5267	128	0.7265	0.0339	0.7265	0.8524
No log	0.5350	130	0.7171	0.1141	0.7171	0.8468
No log	0.5432	132	0.7488	0.0503	0.7488	0.8654
No log	0.5514	134	0.7621	0.1141	0.7621	0.8730
No log	0.5597	136	0.8116	-0.0426	0.8116	0.9009
No log	0.5679	138	0.8358	-0.2466	0.8358	0.9142
No log	0.5761	140	0.8469	-0.1099	0.8469	0.9203
No log	0.5844	142	0.8581	-0.0769	0.8581	0.9263
No log	0.5926	144	0.8125	-0.1004	0.8125	0.9014
No log	0.6008	146	0.7305	-0.0048	0.7305	0.8547
No log	0.6091	148	0.6800	0.1340	0.6800	0.8246
No log	0.6173	150	0.6528	0.1558	0.6528	0.8079
No log	0.6255	152	0.6511	0.0339	0.6511	0.8069
No log	0.6337	154	0.6960	-0.0048	0.6960	0.8342
No log	0.6420	156	0.6974	0.0735	0.6974	0.8351
No log	0.6502	158	0.7287	0.0916	0.7287	0.8536
No log	0.6584	160	0.7260	0.0916	0.7260	0.8521
No log	0.6667	162	0.7071	0.0916	0.7071	0.8409
No log	0.6749	164	0.6744	0.0916	0.6744	0.8212
No log	0.6831	166	0.6773	-0.0678	0.6773	0.8230
No log	0.6914	168	0.7038	0.0567	0.7038	0.8389
No log	0.6996	170	0.7098	-0.1053	0.7098	0.8425
No log	0.7078	172	0.7049	0.0099	0.7049	0.8396
No log	0.7160	174	0.7244	0.0916	0.7244	0.8511
No log	0.7243	176	0.6981	0.2759	0.6981	0.8355
No log	0.7325	178	0.6879	0.1962	0.6879	0.8294
No log	0.7407	180	0.6943	0.1560	0.6943	0.8333
No log	0.7490	182	0.6909	0.2373	0.6909	0.8312
No log	0.7572	184	0.6780	0.0916	0.6780	0.8234
No log	0.7654	186	0.6530	0.0503	0.6530	0.8081
No log	0.7737	188	0.6458	0.1560	0.6458	0.8036
No log	0.7819	190	0.7552	0.3046	0.7552	0.8690
No log	0.7901	192	0.8491	0.1026	0.8491	0.9215
No log	0.7984	194	0.7692	0.2150	0.7692	0.8770
No log	0.8066	196	0.7988	0.0503	0.7988	0.8937
No log	0.8148	198	0.9089	0.2186	0.9089	0.9534
No log	0.8230	200	0.9674	0.0909	0.9674	0.9836
No log	0.8313	202	0.8486	0.1600	0.8486	0.9212
No log	0.8395	204	0.7004	0.0735	0.7004	0.8369
No log	0.8477	206	0.7193	0.1755	0.7193	0.8481
No log	0.8560	208	0.7631	0.2889	0.7631	0.8735
No log	0.8642	210	0.7775	0.1563	0.7775	0.8818
No log	0.8724	212	0.6998	0.2553	0.6998	0.8366
No log	0.8807	214	0.6873	0.2373	0.6873	0.8290
No log	0.8889	216	0.7307	0.0916	0.7307	0.8548
No log	0.8971	218	0.7571	0.0503	0.7571	0.8701
No log	0.9053	220	0.7653	0.1356	0.7653	0.8748
No log	0.9136	222	0.8030	0.1356	0.8030	0.8961
No log	0.9218	224	0.8217	0.1765	0.8217	0.9065
No log	0.9300	226	0.8519	0.0099	0.8519	0.9230
No log	0.9383	228	0.8988	0.1793	0.8988	0.9480
No log	0.9465	230	0.8815	0.1793	0.8815	0.9389
No log	0.9547	232	0.9057	0.1793	0.9057	0.9517
No log	0.9630	234	0.9843	0.0557	0.9843	0.9921
No log	0.9712	236	1.0257	0.0833	1.0257	1.0128
No log	0.9794	238	0.9546	0.2186	0.9546	0.9770
No log	0.9877	240	0.8870	0.0503	0.8870	0.9418
No log	0.9959	242	0.8678	0.0916	0.8678	0.9315
No log	1.0041	244	0.8923	0.0916	0.8923	0.9446
No log	1.0123	246	0.8906	0.0916	0.8906	0.9437
No log	1.0206	248	0.8417	0.0916	0.8417	0.9175
No log	1.0288	250	0.8226	0.0099	0.8226	0.9070
No log	1.0370	252	0.8301	0.0099	0.8301	0.9111
No log	1.0453	254	0.8631	0.0916	0.8631	0.9290
No log	1.0535	256	0.9591	0.0258	0.9591	0.9793
No log	1.0617	258	1.0055	0.0	1.0055	1.0028
No log	1.0700	260	0.9585	0.0258	0.9585	0.9790
No log	1.0782	262	0.9307	0.0916	0.9307	0.9647
No log	1.0864	264	0.9216	0.2186	0.9216	0.9600
No log	1.0947	266	0.8643	0.1340	0.8643	0.9297
No log	1.1029	268	0.7913	0.0916	0.7913	0.8895
No log	1.1111	270	0.7503	0.0916	0.7503	0.8662
No log	1.1193	272	0.7356	0.0916	0.7356	0.8577
No log	1.1276	274	0.7775	-0.0294	0.7775	0.8818
No log	1.1358	276	0.8031	0.0099	0.8031	0.8961
No log	1.1440	278	0.8682	0.1793	0.8682	0.9318
No log	1.1523	280	0.9049	0.1793	0.9049	0.9513
No log	1.1605	282	0.9445	0.25	0.9445	0.9718
No log	1.1687	284	1.0603	0.1463	1.0603	1.0297
No log	1.1770	286	1.0686	0.1738	1.0686	1.0337
No log	1.1852	288	0.9538	0.1072	0.9538	0.9766
No log	1.1934	290	0.8921	0.1793	0.8921	0.9445
No log	1.2016	292	0.8276	0.1793	0.8276	0.9097
No log	1.2099	294	0.7594	0.2533	0.7594	0.8715
No log	1.2181	296	0.7813	0.0785	0.7813	0.8839
No log	1.2263	298	0.8477	0.1370	0.8477	0.9207
No log	1.2346	300	0.8624	0.1773	0.8624	0.9286
No log	1.2428	302	0.8222	0.1168	0.8222	0.9067
No log	1.2510	304	0.7986	0.3318	0.7986	0.8937
No log	1.2593	306	0.9415	0.0557	0.9415	0.9703
No log	1.2675	308	1.1720	0.1649	1.1720	1.0826
No log	1.2757	310	1.2318	0.1649	1.2318	1.1099
No log	1.2840	312	1.2591	0.1276	1.2591	1.1221
No log	1.2922	314	1.1760	0.0440	1.1760	1.0844
No log	1.3004	316	1.0025	0.0	1.0025	1.0013
No log	1.3086	318	0.8959	0.1793	0.8959	0.9465
No log	1.3169	320	0.9102	0.0099	0.9102	0.9540
No log	1.3251	322	0.8541	0.0503	0.8541	0.9242
No log	1.3333	324	0.7833	0.0503	0.7833	0.8850
No log	1.3416	326	0.7566	0.0916	0.7566	0.8698
No log	1.3498	328	0.7682	0.0258	0.7682	0.8765
No log	1.3580	330	0.7707	0.0099	0.7707	0.8779
No log	1.3663	332	0.7559	-0.0678	0.7559	0.8694
No log	1.3745	334	0.7305	-0.0048	0.7305	0.8547
No log	1.3827	336	0.6950	-0.0294	0.6950	0.8336
No log	1.3909	338	0.7029	0.0503	0.7029	0.8384
No log	1.3992	340	0.7535	0.2186	0.7535	0.8680
No log	1.4074	342	0.7803	0.2186	0.7803	0.8834
No log	1.4156	344	0.7621	0.1793	0.7621	0.8730
No log	1.4239	346	0.7755	0.1034	0.7755	0.8806
No log	1.4321	348	0.7882	0.2696	0.7882	0.8878
No log	1.4403	350	0.7956	0.2533	0.7956	0.8919
No log	1.4486	352	0.7774	0.2154	0.7774	0.8817
No log	1.4568	354	0.7527	0.2533	0.7527	0.8676
No log	1.4650	356	0.7524	0.1409	0.7524	0.8674
No log	1.4733	358	0.7902	0.2186	0.7902	0.8889
No log	1.4815	360	0.8423	0.1398	0.8423	0.9177
No log	1.4897	362	0.8313	0.1398	0.8313	0.9118
No log	1.4979	364	0.8102	0.2186	0.8102	0.9001
No log	1.5062	366	0.8309	0.1000	0.8309	0.9116
No log	1.5144	368	0.8751	0.1398	0.8751	0.9355
No log	1.5226	370	0.8400	0.2186	0.8400	0.9165
No log	1.5309	372	0.7666	0.1034	0.7666	0.8755
No log	1.5391	374	0.7353	0.2533	0.7353	0.8575
No log	1.5473	376	0.7245	0.2533	0.7245	0.8512
No log	1.5556	378	0.7324	0.1034	0.7324	0.8558
No log	1.5638	380	0.7641	0.1409	0.7641	0.8741
No log	1.5720	382	0.8041	0.1000	0.8041	0.8967
No log	1.5802	384	0.8160	0.1398	0.8160	0.9033
No log	1.5885	386	0.8120	0.1398	0.8120	0.9011
No log	1.5967	388	0.8348	0.1398	0.8348	0.9137
No log	1.6049	390	0.8076	0.1398	0.8076	0.8987
No log	1.6132	392	0.7741	0.1398	0.7741	0.8798
No log	1.6214	394	0.7262	-0.0418	0.7262	0.8522
No log	1.6296	396	0.6940	-0.0153	0.6940	0.8330
No log	1.6379	398	0.6703	0.0099	0.6703	0.8187
No log	1.6461	400	0.6676	0.0099	0.6676	0.8170
No log	1.6543	402	0.6581	0.0099	0.6581	0.8112
No log	1.6626	404	0.6687	-0.0294	0.6687	0.8177
No log	1.6708	406	0.7005	-0.0294	0.7005	0.8369
No log	1.6790	408	0.7436	0.0828	0.7436	0.8623
No log	1.6872	410	0.7897	0.1000	0.7897	0.8886
No log	1.6955	412	0.8040	0.0612	0.8040	0.8967
No log	1.7037	414	0.8163	0.0612	0.8163	0.9035
No log	1.7119	416	0.8136	0.0233	0.8136	0.9020
No log	1.7202	418	0.8150	0.0233	0.8150	0.9028
No log	1.7284	420	0.8136	0.0233	0.8136	0.9020
No log	1.7366	422	0.7821	0.0233	0.7821	0.8844
No log	1.7449	424	0.7412	-0.0553	0.7412	0.8609
No log	1.7531	426	0.7101	-0.0294	0.7101	0.8427
No log	1.7613	428	0.6934	-0.0294	0.6934	0.8327
No log	1.7695	430	0.7020	-0.0294	0.7020	0.8378
No log	1.7778	432	0.7327	0.0828	0.7327	0.8560
No log	1.7860	434	0.7482	0.0828	0.7482	0.8650
No log	1.7942	436	0.7700	0.1209	0.7700	0.8775
No log	1.8025	438	0.7710	0.0828	0.7710	0.8780
No log	1.8107	440	0.7464	-0.0553	0.7464	0.8639
No log	1.8189	442	0.7121	-0.0943	0.7121	0.8438
No log	1.8272	444	0.6957	-0.0294	0.6957	0.8341
No log	1.8354	446	0.6885	0.0339	0.6885	0.8298
No log	1.8436	448	0.7024	-0.0153	0.7024	0.8381
No log	1.8519	450	0.7452	0.1600	0.7452	0.8632
No log	1.8601	452	0.7658	0.1398	0.7658	0.8751
No log	1.8683	454	0.7684	0.1398	0.7684	0.8766
No log	1.8765	456	0.7694	0.1398	0.7694	0.8772
No log	1.8848	458	0.7904	0.1398	0.7904	0.8891
No log	1.8930	460	0.7767	0.1600	0.7767	0.8813
No log	1.9012	462	0.7151	0.2921	0.7151	0.8457
No log	1.9095	464	0.7042	0.1783	0.7042	0.8391
No log	1.9177	466	0.7133	0.1783	0.7133	0.8446
No log	1.9259	468	0.7119	0.1783	0.7119	0.8437
No log	1.9342	470	0.6935	0.2154	0.6935	0.8328
No log	1.9424	472	0.7027	0.2921	0.7027	0.8383
No log	1.9506	474	0.7269	0.3724	0.7269	0.8526
No log	1.9588	476	0.7440	0.2186	0.7440	0.8626
No log	1.9671	478	0.7271	0.2588	0.7271	0.8527
No log	1.9753	480	0.6672	0.2186	0.6672	0.8169
No log	1.9835	482	0.5915	0.3467	0.5915	0.7691
No log	1.9918	484	0.5644	0.1560	0.5644	0.7512
No log	2.0	486	0.5817	0.2329	0.5817	0.7627
No log	2.0082	488	0.6373	0.2500	0.6373	0.7983
No log	2.0165	490	0.6611	0.2500	0.6611	0.8131
No log	2.0247	492	0.6433	0.2500	0.6433	0.8021
No log	2.0329	494	0.6117	0.2889	0.6117	0.7821
No log	2.0412	496	0.5556	0.2725	0.5556	0.7454
No log	2.0494	498	0.5430	0.2794	0.5430	0.7369
0.4608	2.0576	500	0.5797	0.1985	0.5797	0.7614
0.4608	2.0658	502	0.5947	0.1340	0.5947	0.7712
0.4608	2.0741	504	0.5880	0.1558	0.5880	0.7668
0.4608	2.0823	506	0.5929	0.2794	0.5929	0.7700
0.4608	2.0905	508	0.5988	0.2794	0.5988	0.7738
0.4608	2.0988	510	0.6130	0.1962	0.6130	0.7829
0.4608	2.1070	512	0.6189	0.2373	0.6189	0.7867
0.4608	2.1152	514	0.6166	0.2794	0.6166	0.7852
0.4608	2.1235	516	0.6265	0.3318	0.6265	0.7915
0.4608	2.1317	518	0.6417	0.3333	0.6417	0.8011
0.4608	2.1399	520	0.6221	0.3811	0.6221	0.7887
0.4608	2.1481	522	0.6069	0.4740	0.6069	0.7791
0.4608	2.1564	524	0.5840	0.4740	0.5840	0.7642
0.4608	2.1646	526	0.5537	0.4394	0.5537	0.7441
0.4608	2.1728	528	0.5402	0.4394	0.5402	0.7350
0.4608	2.1811	530	0.5344	0.4394	0.5344	0.7311
0.4608	2.1893	532	0.5366	0.4394	0.5366	0.7325
0.4608	2.1975	534	0.5417	0.3467	0.5417	0.7360
0.4608	2.2058	536	0.5570	0.3077	0.5570	0.7463
0.4608	2.2140	538	0.5678	0.3077	0.5678	0.7535
0.4608	2.2222	540	0.5726	0.4394	0.5726	0.7567
0.4608	2.2305	542	0.5863	0.4394	0.5863	0.7657
0.4608	2.2387	544	0.5828	0.4394	0.5828	0.7634
0.4608	2.2469	546	0.5640	0.4394	0.5640	0.7510
0.4608	2.2551	548	0.5501	0.3077	0.5501	0.7417
0.4608	2.2634	550	0.5549	0.3077	0.5549	0.7449
0.4608	2.2716	552	0.5648	0.3077	0.5648	0.7515
0.4608	2.2798	554	0.5753	0.3077	0.5753	0.7585
0.4608	2.2881	556	0.5908	0.3318	0.5908	0.7686
0.4608	2.2963	558	0.6116	0.3724	0.6116	0.7821
0.4608	2.3045	560	0.6260	0.3724	0.6260	0.7912
0.4608	2.3128	562	0.6291	0.3724	0.6291	0.7931
0.4608	2.3210	564	0.6709	0.3724	0.6709	0.8191
0.4608	2.3292	566	0.6848	0.3724	0.6848	0.8275
0.4608	2.3374	568	0.6502	0.3724	0.6502	0.8063
0.4608	2.3457	570	0.6072	0.3724	0.6072	0.7792
0.4608	2.3539	572	0.5894	0.1765	0.5894	0.7678
0.4608	2.3621	574	0.5911	0.1560	0.5911	0.7688
0.4608	2.3704	576	0.5899	0.1962	0.5899	0.7680
0.4608	2.3786	578	0.5935	0.1765	0.5935	0.7704
0.4608	2.3868	580	0.6156	0.2613	0.6156	0.7846
0.4608	2.3951	582	0.6616	0.3724	0.6616	0.8134
0.4608	2.4033	584	0.6960	0.2186	0.6960	0.8343
0.4608	2.4115	586	0.6885	0.2186	0.6885	0.8297
0.4608	2.4198	588	0.6483	0.3724	0.6483	0.8052
0.4608	2.4280	590	0.6295	0.2613	0.6295	0.7934
0.4608	2.4362	592	0.6179	0.2794	0.6179	0.7861
0.4608	2.4444	594	0.6188	0.1962	0.6188	0.7866
0.4608	2.4527	596	0.6167	0.1962	0.6167	0.7853
0.4608	2.4609	598	0.6165	0.2373	0.6165	0.7851
0.4608	2.4691	600	0.6327	0.1558	0.6327	0.7954
0.4608	2.4774	602	0.6478	0.2186	0.6478	0.8049
0.4608	2.4856	604	0.6660	0.2186	0.6660	0.8161
0.4608	2.4938	606	0.6790	0.2186	0.6790	0.8240
0.4608	2.5021	608	0.6569	0.2759	0.6569	0.8105
0.4608	2.5103	610	0.6135	0.3467	0.6135	0.7833
0.4608	2.5185	612	0.6081	0.3467	0.6081	0.7798
0.4608	2.5267	614	0.6175	0.3467	0.6175	0.7858
0.4608	2.5350	616	0.6364	0.3467	0.6364	0.7977
0.4608	2.5432	618	0.6775	0.2364	0.6775	0.8231
0.4608	2.5514	620	0.7083	0.3396	0.7083	0.8416
0.4608	2.5597	622	0.7059	0.2759	0.7059	0.8402
0.4608	2.5679	624	0.7097	0.2186	0.7097	0.8425
0.4608	2.5761	626	0.7355	0.2000	0.7355	0.8576
0.4608	2.5844	628	0.7654	0.2000	0.7654	0.8749
0.4608	2.5926	630	0.7487	0.2000	0.7487	0.8653
0.4608	2.6008	632	0.7130	0.2000	0.7130	0.8444
0.4608	2.6091	634	0.6732	0.1600	0.6732	0.8205
0.4608	2.6173	636	0.6652	0.1600	0.6652	0.8156
0.4608	2.6255	638	0.6602	0.1600	0.6602	0.8125
0.4608	2.6337	640	0.6635	0.2000	0.6635	0.8146
0.4608	2.6420	642	0.6839	0.2000	0.6839	0.8270
0.4608	2.6502	644	0.6558	0.2000	0.6558	0.8098
0.4608	2.6584	646	0.6363	0.1600	0.6363	0.7977
0.4608	2.6667	648	0.6270	0.1600	0.6270	0.7918
0.4608	2.6749	650	0.6337	0.1600	0.6337	0.7960
0.4608	2.6831	652	0.6327	0.1600	0.6327	0.7954
0.4608	2.6914	654	0.6530	0.1600	0.6530	0.8081
0.4608	2.6996	656	0.6802	0.2000	0.6802	0.8248
0.4608	2.7078	658	0.7190	0.2000	0.7190	0.8479
0.4608	2.7160	660	0.7140	0.2000	0.7140	0.8450
0.4608	2.7243	662	0.6844	0.1600	0.6844	0.8273
0.4608	2.7325	664	0.6335	0.3724	0.6335	0.7959
0.4608	2.7407	666	0.6120	0.1962	0.6120	0.7823
0.4608	2.7490	668	0.6157	0.1560	0.6157	0.7846
0.4608	2.7572	670	0.6152	0.1560	0.6152	0.7844
0.4608	2.7654	672	0.6157	0.1560	0.6157	0.7847
0.4608	2.7737	674	0.6330	0.3318	0.6330	0.7956
0.4608	2.7819	676	0.6575	0.3318	0.6575	0.8108
0.4608	2.7901	678	0.6984	0.1600	0.6984	0.8357
0.4608	2.7984	680	0.7294	0.2000	0.7294	0.8541
0.4608	2.8066	682	0.7152	0.2000	0.7152	0.8457
0.4608	2.8148	684	0.7148	0.2000	0.7148	0.8455
0.4608	2.8230	686	0.6888	0.2000	0.6888	0.8299
0.4608	2.8313	688	0.6352	0.2186	0.6352	0.7970
0.4608	2.8395	690	0.6025	0.3077	0.6025	0.7762
0.4608	2.8477	692	0.6244	0.2150	0.6244	0.7902
0.4608	2.8560	694	0.6440	0.1755	0.6440	0.8025
0.4608	2.8642	696	0.6430	0.1755	0.6430	0.8019
0.4608	2.8724	698	0.6276	0.1560	0.6276	0.7922
0.4608	2.8807	700	0.6191	0.2921	0.6191	0.7869
0.4608	2.8889	702	0.6311	0.3724	0.6311	0.7944
0.4608	2.8971	704	0.6476	0.2000	0.6476	0.8047
0.4608	2.9053	706	0.6636	0.2000	0.6636	0.8146
0.4608	2.9136	708	0.6691	0.2000	0.6691	0.8180
0.4608	2.9218	710	0.6595	0.2000	0.6595	0.8121
0.4608	2.9300	712	0.6259	0.1600	0.6259	0.7911
0.4608	2.9383	714	0.6047	0.3163	0.6047	0.7776
0.4608	2.9465	716	0.5931	0.3724	0.5931	0.7701
0.4608	2.9547	718	0.5937	0.3724	0.5937	0.7705
0.4608	2.9630	720	0.5991	0.3724	0.5991	0.7740
0.4608	2.9712	722	0.5993	0.3724	0.5993	0.7742
0.4608	2.9794	724	0.6208	0.3724	0.6208	0.7879
0.4608	2.9877	726	0.6729	0.2000	0.6729	0.8203
0.4608	2.9959	728	0.7148	0.2000	0.7148	0.8455
0.4608	3.0041	730	0.7300	0.2000	0.7300	0.8544
0.4608	3.0123	732	0.7470	0.2000	0.7470	0.8643
0.4608	3.0206	734	0.7594	0.2000	0.7594	0.8714
0.4608	3.0288	736	0.7383	0.2000	0.7383	0.8593
0.4608	3.0370	738	0.7335	0.2000	0.7335	0.8565
0.4608	3.0453	740	0.7054	0.2186	0.7054	0.8399
0.4608	3.0535	742	0.6693	0.2186	0.6693	0.8181
0.4608	3.0617	744	0.6355	0.2921	0.6355	0.7972
0.4608	3.0700	746	0.6327	0.3318	0.6327	0.7954
0.4608	3.0782	748	0.6501	0.1600	0.6501	0.8063
0.4608	3.0864	750	0.6755	0.2000	0.6755	0.8219
0.4608	3.0947	752	0.6930	0.2000	0.6930	0.8325
0.4608	3.1029	754	0.7248	0.2000	0.7248	0.8514
0.4608	3.1111	756	0.7025	0.2000	0.7025	0.8382
0.4608	3.1193	758	0.6839	0.1600	0.6839	0.8270
0.4608	3.1276	760	0.6746	0.1600	0.6746	0.8213
0.4608	3.1358	762	0.6942	0.2000	0.6942	0.8332
0.4608	3.1440	764	0.7235	0.1398	0.7235	0.8506
0.4608	3.1523	766	0.7442	0.1398	0.7442	0.8627
0.4608	3.1605	768	0.7152	0.1398	0.7152	0.8457
0.4608	3.1687	770	0.6785	0.1600	0.6785	0.8237
0.4608	3.1770	772	0.6604	0.1600	0.6604	0.8126
0.4608	3.1852	774	0.6512	0.2533	0.6512	0.8070
0.4608	3.1934	776	0.6512	0.2533	0.6512	0.8070
0.4608	3.2016	778	0.6528	0.0455	0.6528	0.8080
0.4608	3.2099	780	0.6800	0.1600	0.6800	0.8246
0.4608	3.2181	782	0.7145	0.1000	0.7145	0.8453
0.4608	3.2263	784	0.7507	0.1398	0.7507	0.8664
0.4608	3.2346	786	0.7818	0.1398	0.7818	0.8842
0.4608	3.2428	788	0.7708	0.1000	0.7708	0.8780
0.4608	3.2510	790	0.7246	0.1600	0.7246	0.8512
0.4608	3.2593	792	0.6926	0.1600	0.6926	0.8322
0.4608	3.2675	794	0.6878	0.2154	0.6878	0.8293
0.4608	3.2757	796	0.6934	0.2154	0.6934	0.8327
0.4608	3.2840	798	0.6951	0.0957	0.6951	0.8337
0.4608	3.2922	800	0.6838	0.2154	0.6838	0.8269
0.4608	3.3004	802	0.6843	0.2533	0.6843	0.8272
0.4608	3.3086	804	0.7108	0.1600	0.7108	0.8431
0.4608	3.3169	806	0.7749	0.1398	0.7749	0.8803
0.4608	3.3251	808	0.8174	0.1398	0.8174	0.9041
0.4608	3.3333	810	0.8305	0.1398	0.8305	0.9113
0.4608	3.3416	812	0.8008	0.1398	0.8008	0.8949
0.4608	3.3498	814	0.7626	0.1398	0.7626	0.8733
0.4608	3.3580	816	0.7119	0.2000	0.7119	0.8438
0.4608	3.3663	818	0.6969	0.1600	0.6969	0.8348
0.4608	3.3745	820	0.7092	0.1600	0.7092	0.8421
0.4608	3.3827	822	0.7331	0.2000	0.7331	0.8562
0.4608	3.3909	824	0.7654	0.1398	0.7654	0.8749
0.4608	3.3992	826	0.7778	0.1398	0.7778	0.8819
0.4608	3.4074	828	0.7790	0.1398	0.7790	0.8826
0.4608	3.4156	830	0.7525	0.1398	0.7525	0.8675
0.4608	3.4239	832	0.7099	0.2000	0.7099	0.8425
0.4608	3.4321	834	0.6679	0.2186	0.6679	0.8172
0.4608	3.4403	836	0.6515	0.3318	0.6515	0.8071
0.4608	3.4486	838	0.6545	0.3318	0.6545	0.8090
0.4608	3.4568	840	0.6770	0.2000	0.6770	0.8228
0.4608	3.4650	842	0.7027	0.2000	0.7027	0.8383
0.4608	3.4733	844	0.7563	0.2000	0.7563	0.8697
0.4608	3.4815	846	0.7959	0.1398	0.7959	0.8921
0.4608	3.4897	848	0.7839	0.1398	0.7839	0.8854
0.4608	3.4979	850	0.7421	0.2000	0.7421	0.8615
0.4608	3.5062	852	0.7016	0.2000	0.7016	0.8376
0.4608	3.5144	854	0.6734	0.2000	0.6734	0.8206
0.4608	3.5226	856	0.6503	0.2000	0.6503	0.8064
0.4608	3.5309	858	0.6411	0.2000	0.6411	0.8007
0.4608	3.5391	860	0.6339	0.2000	0.6339	0.7962
0.4608	3.5473	862	0.6339	0.2000	0.6339	0.7962
0.4608	3.5556	864	0.6477	0.2000	0.6477	0.8048
0.4608	3.5638	866	0.6577	0.2000	0.6577	0.8110
0.4608	3.5720	868	0.6815	0.2188	0.6815	0.8255
0.4608	3.5802	870	0.7363	0.3198	0.7363	0.8581
0.4608	3.5885	872	0.7513	0.3198	0.7513	0.8668
0.4608	3.5967	874	0.7470	0.3198	0.7470	0.8643
0.4608	3.6049	876	0.7090	0.2188	0.7090	0.8420
0.4608	3.6132	878	0.6699	0.2000	0.6699	0.8185
0.4608	3.6214	880	0.6369	0.2000	0.6369	0.7981
0.4608	3.6296	882	0.6287	0.2000	0.6287	0.7929
0.4608	3.6379	884	0.6310	0.2000	0.6310	0.7944
0.4608	3.6461	886	0.6229	0.1600	0.6229	0.7893
0.4608	3.6543	888	0.6169	0.1600	0.6169	0.7855
0.4608	3.6626	890	0.6151	0.3724	0.6151	0.7843
0.4608	3.6708	892	0.6142	0.3318	0.6142	0.7837
0.4608	3.6790	894	0.6169	0.2921	0.6169	0.7854
0.4608	3.6872	896	0.6177	0.2921	0.6177	0.7859
0.4608	3.6955	898	0.6257	0.3318	0.6257	0.7910
0.4608	3.7037	900	0.6257	0.3318	0.6257	0.7910
0.4608	3.7119	902	0.6227	0.3318	0.6227	0.7891
0.4608	3.7202	904	0.6164	0.3318	0.6164	0.7851
0.4608	3.7284	906	0.6184	0.3318	0.6184	0.7864
0.4608	3.7366	908	0.6787	0.3107	0.6787	0.8238
0.4608	3.7449	910	0.7562	0.3277	0.7562	0.8696
0.4608	3.7531	912	0.8121	0.3277	0.8121	0.9011
0.4608	3.7613	914	0.8140	0.3107	0.8140	0.9022
0.4608	3.7695	916	0.8356	0.2566	0.8356	0.9141
0.4608	3.7778	918	0.7919	0.3107	0.7919	0.8899
0.4608	3.7860	920	0.7292	0.2000	0.7292	0.8540
0.4608	3.7942	922	0.6849	0.2000	0.6849	0.8276
0.4608	3.8025	924	0.6415	0.2588	0.6415	0.8010
0.4608	3.8107	926	0.6140	0.3724	0.6140	0.7836
0.4608	3.8189	928	0.6121	0.3318	0.6121	0.7823
0.4608	3.8272	930	0.6138	0.3318	0.6138	0.7834
0.4608	3.8354	932	0.6229	0.2186	0.6229	0.7892
0.4608	3.8436	934	0.6353	0.2588	0.6353	0.7971
0.4608	3.8519	936	0.6542	0.2000	0.6542	0.8088
0.4608	3.8601	938	0.6833	0.2000	0.6833	0.8266
0.4608	3.8683	940	0.7102	0.2000	0.7102	0.8427
0.4608	3.8765	942	0.6991	0.2000	0.6991	0.8361
0.4608	3.8848	944	0.6823	0.1600	0.6823	0.8260
0.4608	3.8930	946	0.6662	0.2186	0.6662	0.8162
0.4608	3.9012	948	0.6658	0.2186	0.6658	0.8160
0.4608	3.9095	950	0.6742	0.2186	0.6742	0.8211
0.4608	3.9177	952	0.6798	0.2186	0.6798	0.8245
0.4608	3.9259	954	0.7083	0.1600	0.7083	0.8416
0.4608	3.9342	956	0.7263	0.2000	0.7263	0.8523
0.4608	3.9424	958	0.7201	0.2000	0.7201	0.8486
0.4608	3.9506	960	0.7136	0.2000	0.7136	0.8448
0.4608	3.9588	962	0.6800	0.2186	0.6800	0.8246
0.4608	3.9671	964	0.6480	0.1793	0.6480	0.8050
0.4608	3.9753	966	0.6376	0.1793	0.6376	0.7985
0.4608	3.9835	968	0.6514	0.2186	0.6514	0.8071
0.4608	3.9918	970	0.6779	0.2000	0.6779	0.8233
0.4608	4.0	972	0.7279	0.3198	0.7279	0.8532
0.4608	4.0082	974	0.7666	0.3198	0.7666	0.8755
0.4608	4.0165	976	0.7730	0.3198	0.7730	0.8792
0.4608	4.0247	978	0.7249	0.3198	0.7249	0.8514
0.4608	4.0329	980	0.6436	0.3107	0.6436	0.8022
0.4608	4.0412	982	0.5838	0.2364	0.5838	0.7641
0.4608	4.0494	984	0.5645	0.3865	0.5645	0.7514
0.4608	4.0576	986	0.5648	0.2696	0.5648	0.7515
0.4608	4.0658	988	0.5706	0.2696	0.5706	0.7554
0.4608	4.0741	990	0.5778	0.2696	0.5778	0.7601
0.4608	4.0823	992	0.5984	0.3724	0.5984	0.7736
0.4608	4.0905	994	0.6383	0.1600	0.6383	0.7989
0.4608	4.0988	996	0.6917	0.2000	0.6917	0.8317
0.4608	4.1070	998	0.7845	0.3107	0.7845	0.8857
0.1067	4.1152	1000	0.8507	0.3277	0.8507	0.9223
0.1067	4.1235	1002	0.8551	0.3277	0.8551	0.9247
0.1067	4.1317	1004	0.8002	0.3277	0.8002	0.8946
0.1067	4.1399	1006	0.7005	0.3107	0.7005	0.8370
0.1067	4.1481	1008	0.6174	0.3163	0.6174	0.7858
0.1067	4.1564	1010	0.5818	0.3724	0.5818	0.7627
0.1067	4.1646	1012	0.5679	0.3724	0.5679	0.7536
0.1067	4.1728	1014	0.5659	0.3318	0.5659	0.7523
0.1067	4.1811	1016	0.5647	0.3724	0.5647	0.7515
0.1067	4.1893	1018	0.5690	0.3724	0.5690	0.7543
0.1067	4.1975	1020	0.5874	0.3163	0.5874	0.7664
0.1067	4.2058	1022	0.6182	0.2000	0.6182	0.7863
0.1067	4.2140	1024	0.6451	0.2000	0.6451	0.8032
0.1067	4.2222	1026	0.6470	0.2000	0.6470	0.8043
0.1067	4.2305	1028	0.6411	0.3107	0.6411	0.8007
0.1067	4.2387	1030	0.6326	0.3107	0.6326	0.7954
0.1067	4.2469	1032	0.6159	0.3107	0.6159	0.7848
0.1067	4.2551	1034	0.5866	0.4154	0.5866	0.7659
0.1067	4.2634	1036	0.5535	0.3163	0.5535	0.7440
0.1067	4.2716	1038	0.5404	0.3724	0.5404	0.7351
0.1067	4.2798	1040	0.5345	0.3318	0.5345	0.7311
0.1067	4.2881	1042	0.5368	0.3724	0.5368	0.7326
0.1067	4.2963	1044	0.5432	0.3724	0.5432	0.7370
0.1067	4.3045	1046	0.5531	0.3163	0.5531	0.7437
0.1067	4.3128	1048	0.5643	0.3163	0.5643	0.7512
0.1067	4.3210	1050	0.5742	0.3163	0.5742	0.7578
0.1067	4.3292	1052	0.5848	0.3163	0.5848	0.7647
0.1067	4.3374	1054	0.5892	0.3163	0.5892	0.7676
0.1067	4.3457	1056	0.5874	0.3724	0.5874	0.7664
0.1067	4.3539	1058	0.6102	0.4154	0.6102	0.7811
0.1067	4.3621	1060	0.6437	0.2727	0.6437	0.8023
0.1067	4.3704	1062	0.6690	0.2727	0.6690	0.8179
0.1067	4.3786	1064	0.7169	0.2727	0.7169	0.8467
0.1067	4.3868	1066	0.7977	0.3277	0.7977	0.8932
0.1067	4.3951	1068	0.9043	0.1421	0.9043	0.9509
0.1067	4.4033	1070	0.9346	0.1421	0.9346	0.9668
0.1067	4.4115	1072	0.8760	0.1421	0.8760	0.9360
0.1067	4.4198	1074	0.7776	0.3107	0.7776	0.8818
0.1067	4.4280	1076	0.6973	0.2727	0.6973	0.8350
0.1067	4.4362	1078	0.6421	0.2186	0.6421	0.8013
0.1067	4.4444	1080	0.6260	0.3724	0.6260	0.7912
0.1067	4.4527	1082	0.6141	0.3724	0.6141	0.7837
0.1067	4.4609	1084	0.5965	0.3724	0.5965	0.7724
0.1067	4.4691	1086	0.5922	0.3724	0.5922	0.7696
0.1067	4.4774	1088	0.5860	0.3724	0.5860	0.7655
0.1067	4.4856	1090	0.5774	0.3724	0.5774	0.7599
0.1067	4.4938	1092	0.5751	0.3724	0.5751	0.7584
0.1067	4.5021	1094	0.5759	0.3724	0.5759	0.7589
0.1067	4.5103	1096	0.5726	0.3724	0.5726	0.7567
0.1067	4.5185	1098	0.5822	0.3724	0.5822	0.7630
0.1067	4.5267	1100	0.5873	0.3724	0.5873	0.7664
0.1067	4.5350	1102	0.5880	0.3724	0.5880	0.7668
0.1067	4.5432	1104	0.5947	0.3724	0.5947	0.7712
0.1067	4.5514	1106	0.6063	0.3724	0.6063	0.7787
0.1067	4.5597	1108	0.6089	0.3724	0.6089	0.7804
0.1067	4.5679	1110	0.6153	0.3724	0.6153	0.7844
0.1067	4.5761	1112	0.6160	0.3724	0.6160	0.7849
0.1067	4.5844	1114	0.6238	0.3163	0.6238	0.7898
0.1067	4.5926	1116	0.6326	0.3163	0.6326	0.7954
0.1067	4.6008	1118	0.6173	0.3163	0.6173	0.7857
0.1067	4.6091	1120	0.6053	0.3163	0.6053	0.7780
0.1067	4.6173	1122	0.6107	0.3163	0.6107	0.7815
0.1067	4.6255	1124	0.6035	0.3163	0.6035	0.7769
0.1067	4.6337	1126	0.6111	0.3163	0.6111	0.7817
0.1067	4.6420	1128	0.6276	0.3163	0.6276	0.7922
0.1067	4.6502	1130	0.6515	0.3107	0.6515	0.8072
0.1067	4.6584	1132	0.6731	0.3107	0.6731	0.8204
0.1067	4.6667	1134	0.6614	0.3107	0.6614	0.8133
0.1067	4.6749	1136	0.6400	0.3107	0.6400	0.8000
0.1067	4.6831	1138	0.6019	0.3163	0.6019	0.7758
0.1067	4.6914	1140	0.5688	0.3724	0.5688	0.7542
0.1067	4.6996	1142	0.5518	0.3724	0.5518	0.7428
0.1067	4.7078	1144	0.5512	0.3609	0.5512	0.7424
0.1067	4.7160	1146	0.5574	0.3226	0.5574	0.7466
0.1067	4.7243	1148	0.5579	0.3609	0.5579	0.7469
0.1067	4.7325	1150	0.5574	0.3865	0.5574	0.7466
0.1067	4.7407	1152	0.5764	0.3724	0.5764	0.7592
0.1067	4.7490	1154	0.6318	0.4154	0.6318	0.7948
0.1067	4.7572	1156	0.6887	0.3198	0.6887	0.8299
0.1067	4.7654	1158	0.7032	0.3198	0.7032	0.8386
0.1067	4.7737	1160	0.6678	0.4529	0.6678	0.8172
0.1067	4.7819	1162	0.6315	0.4154	0.6315	0.7947
0.1067	4.7901	1164	0.6128	0.4167	0.6128	0.7828
0.1067	4.7984	1166	0.5894	0.4154	0.5894	0.7677
0.1067	4.8066	1168	0.5796	0.3163	0.5796	0.7613
0.1067	4.8148	1170	0.5729	0.3163	0.5729	0.7569
0.1067	4.8230	1172	0.5792	0.3163	0.5792	0.7611
0.1067	4.8313	1174	0.5800	0.3163	0.5800	0.7616
0.1067	4.8395	1176	0.5854	0.3163	0.5854	0.7651
0.1067	4.8477	1178	0.5778	0.3163	0.5778	0.7601
0.1067	4.8560	1180	0.5690	0.3163	0.5690	0.7543
0.1067	4.8642	1182	0.5619	0.3163	0.5619	0.7496
0.1067	4.8724	1184	0.5602	0.3163	0.5602	0.7484
0.1067	4.8807	1186	0.5590	0.3163	0.5591	0.7477
0.1067	4.8889	1188	0.5542	0.3163	0.5542	0.7444
0.1067	4.8971	1190	0.5554	0.3163	0.5554	0.7452
0.1067	4.9053	1192	0.5586	0.3163	0.5586	0.7474
0.1067	4.9136	1194	0.5645	0.3163	0.5645	0.7513
0.1067	4.9218	1196	0.5658	0.3163	0.5658	0.7522
0.1067	4.9300	1198	0.5701	0.3163	0.5701	0.7551
0.1067	4.9383	1200	0.5671	0.3163	0.5671	0.7531
0.1067	4.9465	1202	0.5657	0.3163	0.5657	0.7521
0.1067	4.9547	1204	0.5573	0.3163	0.5573	0.7465
0.1067	4.9630	1206	0.5621	0.3163	0.5621	0.7497
0.1067	4.9712	1208	0.5581	0.3163	0.5581	0.7471
0.1067	4.9794	1210	0.5770	0.3255	0.5770	0.7596
0.1067	4.9877	1212	0.6160	0.4529	0.6160	0.7848
0.1067	4.9959	1214	0.6855	0.3198	0.6855	0.8280
0.1067	5.0041	1216	0.7575	0.3198	0.7575	0.8703
0.1067	5.0123	1218	0.7589	0.3198	0.7589	0.8712
0.1067	5.0206	1220	0.7158	0.3198	0.7158	0.8460
0.1067	5.0288	1222	0.6280	0.4529	0.6280	0.7925
0.1067	5.0370	1224	0.5834	0.4167	0.5834	0.7638
0.1067	5.0453	1226	0.5561	0.4637	0.5561	0.7457
0.1067	5.0535	1228	0.5489	0.3771	0.5489	0.7409
0.1067	5.0617	1230	0.5482	0.3771	0.5482	0.7404
0.1067	5.0700	1232	0.5362	0.3724	0.5362	0.7323
0.1067	5.0782	1234	0.5372	0.3724	0.5372	0.7329
0.1067	5.0864	1236	0.5379	0.3724	0.5379	0.7334
0.1067	5.0947	1238	0.5419	0.3318	0.5419	0.7361
0.1067	5.1029	1240	0.5436	0.3318	0.5436	0.7373
0.1067	5.1111	1242	0.5462	0.3724	0.5462	0.7391
0.1067	5.1193	1244	0.5527	0.3724	0.5527	0.7434
0.1067	5.1276	1246	0.5586	0.3724	0.5586	0.7474
0.1067	5.1358	1248	0.5621	0.3724	0.5621	0.7497
0.1067	5.1440	1250	0.5642	0.2921	0.5642	0.7511
0.1067	5.1523	1252	0.5681	0.2921	0.5681	0.7537
0.1067	5.1605	1254	0.5697	0.2921	0.5697	0.7548
0.1067	5.1687	1256	0.5701	0.2921	0.5701	0.7550
0.1067	5.1770	1258	0.5750	0.3724	0.5750	0.7583
0.1067	5.1852	1260	0.5924	0.3724	0.5924	0.7697
0.1067	5.1934	1262	0.6060	0.4140	0.6060	0.7785
0.1067	5.2016	1264	0.6008	0.3724	0.6008	0.7751
0.1067	5.2099	1266	0.5907	0.3724	0.5907	0.7686
0.1067	5.2181	1268	0.5801	0.3724	0.5801	0.7616
0.1067	5.2263	1270	0.5799	0.2921	0.5799	0.7615
0.1067	5.2346	1272	0.5806	0.3467	0.5806	0.7620
0.1067	5.2428	1274	0.5769	0.3467	0.5769	0.7596
0.1067	5.2510	1276	0.5722	0.3865	0.5722	0.7564
0.1067	5.2593	1278	0.5707	0.3724	0.5707	0.7554
0.1067	5.2675	1280	0.5736	0.3724	0.5736	0.7574
0.1067	5.2757	1282	0.5781	0.3724	0.5781	0.7603
0.1067	5.2840	1284	0.5893	0.3724	0.5893	0.7677
0.1067	5.2922	1286	0.6013	0.3724	0.6013	0.7754
0.1067	5.3004	1288	0.6058	0.3724	0.6058	0.7783
0.1067	5.3086	1290	0.6026	0.3724	0.6026	0.7763
0.1067	5.3169	1292	0.6021	0.3724	0.6021	0.7760
0.1067	5.3251	1294	0.6085	0.3724	0.6085	0.7801
0.1067	5.3333	1296	0.6104	0.3724	0.6104	0.7813
0.1067	5.3416	1298	0.6099	0.3724	0.6099	0.7810
0.1067	5.3498	1300	0.6138	0.4273	0.6138	0.7834
0.1067	5.3580	1302	0.6232	0.3467	0.6232	0.7894
0.1067	5.3663	1304	0.6391	0.2696	0.6391	0.7995
0.1067	5.3745	1306	0.6443	0.3077	0.6443	0.8027
0.1067	5.3827	1308	0.6407	0.2921	0.6407	0.8004
0.1067	5.3909	1310	0.6412	0.3724	0.6412	0.8008
0.1067	5.3992	1312	0.6475	0.3724	0.6475	0.8046
0.1067	5.4074	1314	0.6641	0.3724	0.6641	0.8149
0.1067	5.4156	1316	0.6809	0.1600	0.6809	0.8252
0.1067	5.4239	1318	0.6994	0.1818	0.6994	0.8363
0.1067	5.4321	1320	0.6984	0.2846	0.6984	0.8357
0.1067	5.4403	1322	0.6712	0.1818	0.6712	0.8193
0.1067	5.4486	1324	0.6343	0.2186	0.6343	0.7964
0.1067	5.4568	1326	0.6057	0.3724	0.6057	0.7782
0.1067	5.4650	1328	0.5926	0.3724	0.5926	0.7698
0.1067	5.4733	1330	0.5906	0.4273	0.5906	0.7685
0.1067	5.4815	1332	0.5892	0.3865	0.5892	0.7676
0.1067	5.4897	1334	0.5892	0.3077	0.5892	0.7676
0.1067	5.4979	1336	0.5866	0.3467	0.5866	0.7659
0.1067	5.5062	1338	0.5847	0.4273	0.5847	0.7647
0.1067	5.5144	1340	0.5820	0.4273	0.5820	0.7629
0.1067	5.5226	1342	0.5855	0.4273	0.5855	0.7652
0.1067	5.5309	1344	0.5909	0.4277	0.5909	0.7687
0.1067	5.5391	1346	0.5976	0.3811	0.5976	0.7730
0.1067	5.5473	1348	0.6043	0.3811	0.6043	0.7774
0.1067	5.5556	1350	0.5986	0.3811	0.5986	0.7737
0.1067	5.5638	1352	0.5869	0.2759	0.5869	0.7661
0.1067	5.5720	1354	0.5819	0.3865	0.5819	0.7628
0.1067	5.5802	1356	0.5902	0.2759	0.5902	0.7682
0.1067	5.5885	1358	0.5856	0.3865	0.5856	0.7652
0.1067	5.5967	1360	0.5777	0.3865	0.5777	0.7601
0.1067	5.6049	1362	0.5730	0.3865	0.5730	0.7570
0.1067	5.6132	1364	0.5739	0.3865	0.5739	0.7576
0.1067	5.6214	1366	0.5833	0.3865	0.5833	0.7638
0.1067	5.6296	1368	0.5973	0.4772	0.5973	0.7729
0.1067	5.6379	1370	0.6009	0.4772	0.6009	0.7752
0.1067	5.6461	1372	0.6135	0.3463	0.6135	0.7833
0.1067	5.6543	1374	0.6249	0.3463	0.6249	0.7905
0.1067	5.6626	1376	0.6465	0.3811	0.6465	0.8041
0.1067	5.6708	1378	0.6563	0.3333	0.6563	0.8101
0.1067	5.6790	1380	0.6677	0.2846	0.6677	0.8171
0.1067	5.6872	1382	0.6573	0.2846	0.6573	0.8107
0.1067	5.6955	1384	0.6353	0.3255	0.6353	0.7971
0.1067	5.7037	1386	0.6239	0.3255	0.6239	0.7899
0.1067	5.7119	1388	0.6212	0.2186	0.6212	0.7882
0.1067	5.7202	1390	0.6240	0.2186	0.6240	0.7899
0.1067	5.7284	1392	0.6335	0.2186	0.6335	0.7959
0.1067	5.7366	1394	0.6243	0.3724	0.6243	0.7902
0.1067	5.7449	1396	0.6067	0.3724	0.6067	0.7789
0.1067	5.7531	1398	0.6060	0.3724	0.6060	0.7785
0.1067	5.7613	1400	0.6136	0.3724	0.6136	0.7833
0.1067	5.7695	1402	0.6249	0.3724	0.6249	0.7905
0.1067	5.7778	1404	0.6320	0.3724	0.6320	0.7950
0.1067	5.7860	1406	0.6302	0.3724	0.6302	0.7938
0.1067	5.7942	1408	0.6485	0.3724	0.6485	0.8053
0.1067	5.8025	1410	0.6884	0.4615	0.6884	0.8297
0.1067	5.8107	1412	0.7049	0.4615	0.7049	0.8396
0.1067	5.8189	1414	0.7113	0.2948	0.7113	0.8434
0.1067	5.8272	1416	0.6979	0.2948	0.6979	0.8354
0.1067	5.8354	1418	0.6645	0.3333	0.6645	0.8152
0.1067	5.8436	1420	0.6171	0.2186	0.6171	0.7855
0.1067	5.8519	1422	0.5984	0.2186	0.5984	0.7736
0.1067	5.8601	1424	0.5909	0.3724	0.5909	0.7687
0.1067	5.8683	1426	0.5855	0.3724	0.5855	0.7652
0.1067	5.8765	1428	0.5823	0.3724	0.5823	0.7631
0.1067	5.8848	1430	0.5827	0.3724	0.5827	0.7633
0.1067	5.8930	1432	0.5836	0.3724	0.5836	0.7640
0.1067	5.9012	1434	0.5890	0.2186	0.5890	0.7675
0.1067	5.9095	1436	0.5924	0.2186	0.5924	0.7697
0.1067	5.9177	1438	0.5934	0.2186	0.5934	0.7703
0.1067	5.9259	1440	0.5975	0.2186	0.5975	0.7730
0.1067	5.9342	1442	0.5973	0.2186	0.5973	0.7729
0.1067	5.9424	1444	0.6052	0.2186	0.6052	0.7779
0.1067	5.9506	1446	0.6085	0.2355	0.6085	0.7800
0.1067	5.9588	1448	0.6136	0.2355	0.6136	0.7833
0.1067	5.9671	1450	0.6272	0.3333	0.6272	0.7920
0.1067	5.9753	1452	0.6377	0.3333	0.6377	0.7986
0.1067	5.9835	1454	0.6601	0.3333	0.6601	0.8124
0.1067	5.9918	1456	0.6702	0.3333	0.6702	0.8186
0.1067	6.0	1458	0.6696	0.3333	0.6696	0.8183
0.1067	6.0082	1460	0.7106	0.3401	0.7106	0.8430
0.1067	6.0165	1462	0.7502	0.3277	0.7502	0.8662
0.1067	6.0247	1464	0.7732	0.3277	0.7732	0.8793
0.1067	6.0329	1466	0.7905	0.3277	0.7905	0.8891
0.1067	6.0412	1468	0.7390	0.3277	0.7390	0.8596
0.1067	6.0494	1470	0.6955	0.3401	0.6955	0.8339
0.1067	6.0576	1472	0.6746	0.3401	0.6746	0.8214
0.1067	6.0658	1474	0.6916	0.3401	0.6916	0.8316
0.1067	6.0741	1476	0.7171	0.3401	0.7171	0.8468
0.1067	6.0823	1478	0.7460	0.3401	0.7460	0.8637
0.1067	6.0905	1480	0.7604	0.4187	0.7604	0.8720
0.1067	6.0988	1482	0.7358	0.3401	0.7358	0.8578
0.1067	6.1070	1484	0.6898	0.3401	0.6898	0.8305
0.1067	6.1152	1486	0.6483	0.4740	0.6483	0.8052
0.1067	6.1235	1488	0.6281	0.4389	0.6281	0.7925
0.1067	6.1317	1490	0.6149	0.4389	0.6149	0.7842
0.1067	6.1399	1492	0.6114	0.4389	0.6114	0.7819
0.1067	6.1481	1494	0.6122	0.4389	0.6122	0.7825
0.1067	6.1564	1496	0.6148	0.4389	0.6148	0.7841
0.1067	6.1646	1498	0.6254	0.3463	0.6254	0.7909
0.0692	6.1728	1500	0.6406	0.3333	0.6406	0.8004
0.0692	6.1811	1502	0.6690	0.3333	0.6690	0.8179
0.0692	6.1893	1504	0.6879	0.3333	0.6879	0.8294
0.0692	6.1975	1506	0.6737	0.3333	0.6737	0.8208
0.0692	6.2058	1508	0.6619	0.3333	0.6619	0.8136
0.0692	6.2140	1510	0.6404	0.3333	0.6404	0.8002
0.0692	6.2222	1512	0.6208	0.2186	0.6208	0.7879
0.0692	6.2305	1514	0.6093	0.2364	0.6093	0.7806
0.0692	6.2387	1516	0.6077	0.3865	0.6077	0.7795
0.0692	6.2469	1518	0.6043	0.3865	0.6043	0.7774
0.0692	6.2551	1520	0.6001	0.3865	0.6001	0.7747
0.0692	6.2634	1522	0.5978	0.3865	0.5978	0.7732
0.0692	6.2716	1524	0.5987	0.2759	0.5987	0.7738
0.0692	6.2798	1526	0.6101	0.2355	0.6101	0.7811
0.0692	6.2881	1528	0.6292	0.3333	0.6292	0.7932
0.0692	6.2963	1530	0.6504	0.3333	0.6504	0.8065
0.0692	6.3045	1532	0.6731	0.2846	0.6731	0.8204
0.0692	6.3128	1534	0.6776	0.2846	0.6776	0.8231
0.0692	6.3210	1536	0.6742	0.2846	0.6742	0.8211
0.0692	6.3292	1538	0.6550	0.3811	0.6550	0.8093
0.0692	6.3374	1540	0.6390	0.3811	0.6390	0.7993
0.0692	6.3457	1542	0.6197	0.3811	0.6197	0.7872
0.0692	6.3539	1544	0.6014	0.4740	0.6014	0.7755
0.0692	6.3621	1546	0.5895	0.4740	0.5895	0.7678
0.0692	6.3704	1548	0.5917	0.4740	0.5917	0.7692
0.0692	6.3786	1550	0.5937	0.3463	0.5937	0.7705
0.0692	6.3868	1552	0.5984	0.3811	0.5984	0.7736
0.0692	6.3951	1554	0.6104	0.3333	0.6104	0.7813
0.0692	6.4033	1556	0.6300	0.3333	0.6300	0.7937
0.0692	6.4115	1558	0.6186	0.3333	0.6186	0.7865
0.0692	6.4198	1560	0.6094	0.3811	0.6094	0.7806
0.0692	6.4280	1562	0.6105	0.3811	0.6105	0.7814
0.0692	6.4362	1564	0.6063	0.2881	0.6063	0.7787
0.0692	6.4444	1566	0.6054	0.2881	0.6054	0.7781
0.0692	6.4527	1568	0.6045	0.2881	0.6045	0.7775
0.0692	6.4609	1570	0.6082	0.2759	0.6082	0.7798
0.0692	6.4691	1572	0.6141	0.2186	0.6141	0.7836
0.0692	6.4774	1574	0.6320	0.2355	0.6320	0.7950
0.0692	6.4856	1576	0.6476	0.2355	0.6476	0.8047
0.0692	6.4938	1578	0.6600	0.1818	0.6600	0.8124
0.0692	6.5021	1580	0.6625	0.2188	0.6625	0.8139
0.0692	6.5103	1582	0.6635	0.2188	0.6635	0.8145
0.0692	6.5185	1584	0.6506	0.2188	0.6506	0.8066
0.0692	6.5267	1586	0.6407	0.1818	0.6407	0.8004
0.0692	6.5350	1588	0.6252	0.2355	0.6252	0.7907
0.0692	6.5432	1590	0.6079	0.2186	0.6079	0.7797
0.0692	6.5514	1592	0.5948	0.2186	0.5948	0.7712
0.0692	6.5597	1594	0.5883	0.4273	0.5883	0.7670
0.0692	6.5679	1596	0.5897	0.3077	0.5897	0.7679
0.0692	6.5761	1598	0.5946	0.3226	0.5946	0.7711
0.0692	6.5844	1600	0.5944	0.3226	0.5944	0.7710
0.0692	6.5926	1602	0.5929	0.3467	0.5929	0.7700
0.0692	6.6008	1604	0.5930	0.3724	0.5930	0.7701
0.0692	6.6091	1606	0.5982	0.3724	0.5982	0.7734
0.0692	6.6173	1608	0.6042	0.3724	0.6042	0.7773
0.0692	6.6255	1610	0.6068	0.3724	0.6068	0.7790
0.0692	6.6337	1612	0.6094	0.3724	0.6094	0.7806
0.0692	6.6420	1614	0.6169	0.2186	0.6169	0.7854
0.0692	6.6502	1616	0.6346	0.2186	0.6346	0.7966
0.0692	6.6584	1618	0.6467	0.2186	0.6467	0.8042
0.0692	6.6667	1620	0.6422	0.2186	0.6422	0.8014
0.0692	6.6749	1622	0.6255	0.2186	0.6255	0.7909
0.0692	6.6831	1624	0.6098	0.3724	0.6098	0.7809
0.0692	6.6914	1626	0.5949	0.3724	0.5949	0.7713
0.0692	6.6996	1628	0.5834	0.3724	0.5834	0.7638
0.0692	6.7078	1630	0.5793	0.3724	0.5793	0.7611
0.0692	6.7160	1632	0.5767	0.3318	0.5767	0.7594
0.0692	6.7243	1634	0.5749	0.2921	0.5749	0.7582
0.0692	6.7325	1636	0.5739	0.2921	0.5739	0.7576
0.0692	6.7407	1638	0.5732	0.2921	0.5732	0.7571
0.0692	6.7490	1640	0.5720	0.3318	0.5720	0.7563
0.0692	6.7572	1642	0.5721	0.3724	0.5721	0.7564
0.0692	6.7654	1644	0.5810	0.3724	0.5810	0.7623
0.0692	6.7737	1646	0.5880	0.2186	0.5880	0.7668
0.0692	6.7819	1648	0.5938	0.2186	0.5938	0.7706
0.0692	6.7901	1650	0.5990	0.2186	0.5990	0.7740
0.0692	6.7984	1652	0.5994	0.3724	0.5994	0.7742
0.0692	6.8066	1654	0.6008	0.3724	0.6008	0.7751
0.0692	6.8148	1656	0.6042	0.3724	0.6042	0.7773
0.0692	6.8230	1658	0.6091	0.2186	0.6091	0.7805
0.0692	6.8313	1660	0.6180	0.2186	0.6180	0.7861
0.0692	6.8395	1662	0.6167	0.2186	0.6167	0.7853
0.0692	6.8477	1664	0.6168	0.2186	0.6168	0.7854
0.0692	6.8560	1666	0.6187	0.2186	0.6187	0.7866
0.0692	6.8642	1668	0.6188	0.2186	0.6188	0.7867
0.0692	6.8724	1670	0.6151	0.2186	0.6151	0.7843
0.0692	6.8807	1672	0.6070	0.2186	0.6070	0.7791
0.0692	6.8889	1674	0.6057	0.2186	0.6057	0.7783
0.0692	6.8971	1676	0.6044	0.1793	0.6044	0.7774
0.0692	6.9053	1678	0.6025	0.1793	0.6025	0.7762
0.0692	6.9136	1680	0.5999	0.1793	0.5999	0.7745
0.0692	6.9218	1682	0.5964	0.3318	0.5964	0.7723
0.0692	6.9300	1684	0.5980	0.3318	0.5980	0.7733
0.0692	6.9383	1686	0.6003	0.1793	0.6003	0.7748
0.0692	6.9465	1688	0.6075	0.1992	0.6075	0.7794
0.0692	6.9547	1690	0.6167	0.1992	0.6167	0.7853
0.0692	6.9630	1692	0.6238	0.1992	0.6238	0.7898
0.0692	6.9712	1694	0.6318	0.1992	0.6318	0.7949
0.0692	6.9794	1696	0.6347	0.1793	0.6347	0.7967
0.0692	6.9877	1698	0.6336	0.1793	0.6336	0.7960
0.0692	6.9959	1700	0.6399	0.2186	0.6399	0.7999
0.0692	7.0041	1702	0.6433	0.1600	0.6433	0.8020
0.0692	7.0123	1704	0.6346	0.2186	0.6346	0.7966
0.0692	7.0206	1706	0.6267	0.2186	0.6267	0.7916
0.0692	7.0288	1708	0.6184	0.2186	0.6184	0.7864
0.0692	7.0370	1710	0.6157	0.2186	0.6157	0.7846
0.0692	7.0453	1712	0.6129	0.1793	0.6129	0.7829
0.0692	7.0535	1714	0.6149	0.2186	0.6149	0.7842
0.0692	7.0617	1716	0.6210	0.1600	0.6210	0.7880
0.0692	7.0700	1718	0.6209	0.2186	0.6209	0.7880
0.0692	7.0782	1720	0.6126	0.1793	0.6126	0.7827
0.0692	7.0864	1722	0.6086	0.1793	0.6086	0.7801
0.0692	7.0947	1724	0.6144	0.1793	0.6144	0.7839
0.0692	7.1029	1726	0.6169	0.1992	0.6169	0.7854
0.0692	7.1111	1728	0.6278	0.1992	0.6278	0.7923
0.0692	7.1193	1730	0.6458	0.2355	0.6458	0.8036
0.0692	7.1276	1732	0.6782	0.2355	0.6782	0.8235
0.0692	7.1358	1734	0.6941	0.1818	0.6941	0.8331
0.0692	7.1440	1736	0.6847	0.2355	0.6847	0.8275
0.0692	7.1523	1738	0.6607	0.2355	0.6607	0.8129
0.0692	7.1605	1740	0.6388	0.2355	0.6388	0.7993
0.0692	7.1687	1742	0.6237	0.1992	0.6237	0.7898
0.0692	7.1770	1744	0.6138	0.3396	0.6138	0.7835
0.0692	7.1852	1746	0.6140	0.3396	0.6140	0.7836
0.0692	7.1934	1748	0.6138	0.3771	0.6138	0.7835
0.0692	7.2016	1750	0.6196	0.2355	0.6196	0.7871
0.0692	7.2099	1752	0.6268	0.2355	0.6268	0.7917
0.0692	7.2181	1754	0.6321	0.2355	0.6321	0.7950
0.0692	7.2263	1756	0.6372	0.2355	0.6372	0.7982
0.0692	7.2346	1758	0.6410	0.2355	0.6410	0.8007
0.0692	7.2428	1760	0.6502	0.2355	0.6502	0.8064
0.0692	7.2510	1762	0.6506	0.2355	0.6506	0.8066
0.0692	7.2593	1764	0.6459	0.2355	0.6459	0.8037
0.0692	7.2675	1766	0.6486	0.2355	0.6486	0.8053
0.0692	7.2757	1768	0.6505	0.2355	0.6505	0.8065
0.0692	7.2840	1770	0.6471	0.3396	0.6471	0.8044
0.0692	7.2922	1772	0.6450	0.3396	0.6450	0.8031
0.0692	7.3004	1774	0.6465	0.3396	0.6465	0.8041
0.0692	7.3086	1776	0.6521	0.3396	0.6521	0.8076
0.0692	7.3169	1778	0.6630	0.1992	0.6630	0.8143
0.0692	7.3251	1780	0.6659	0.1992	0.6659	0.8160
0.0692	7.3333	1782	0.6630	0.3396	0.6630	0.8143
0.0692	7.3416	1784	0.6656	0.1992	0.6656	0.8158
0.0692	7.3498	1786	0.6680	0.2355	0.6680	0.8173
0.0692	7.3580	1788	0.6584	0.3396	0.6584	0.8114
0.0692	7.3663	1790	0.6572	0.3396	0.6572	0.8107
0.0692	7.3745	1792	0.6563	0.3771	0.6563	0.8101
0.0692	7.3827	1794	0.6627	0.3771	0.6627	0.8141
0.0692	7.3909	1796	0.6650	0.2355	0.6650	0.8155
0.0692	7.3992	1798	0.6579	0.2355	0.6579	0.8111
0.0692	7.4074	1800	0.6494	0.3771	0.6494	0.8059
0.0692	7.4156	1802	0.6377	0.3724	0.6377	0.7985
0.0692	7.4239	1804	0.6364	0.3724	0.6364	0.7978
0.0692	7.4321	1806	0.6459	0.3724	0.6459	0.8037
0.0692	7.4403	1808	0.6677	0.2355	0.6677	0.8171
0.0692	7.4486	1810	0.6834	0.2355	0.6834	0.8267
0.0692	7.4568	1812	0.7022	0.2355	0.7022	0.8380
0.0692	7.4650	1814	0.7093	0.2355	0.7093	0.8422
0.0692	7.4733	1816	0.7180	0.2355	0.7180	0.8474
0.0692	7.4815	1818	0.7246	0.3333	0.7246	0.8513
0.0692	7.4897	1820	0.7286	0.3333	0.7286	0.8536
0.0692	7.4979	1822	0.7242	0.3333	0.7242	0.8510
0.0692	7.5062	1824	0.7173	0.3333	0.7173	0.8470
0.0692	7.5144	1826	0.7155	0.3333	0.7155	0.8459
0.0692	7.5226	1828	0.6998	0.2355	0.6998	0.8365
0.0692	7.5309	1830	0.6859	0.2355	0.6859	0.8282
0.0692	7.5391	1832	0.6722	0.2355	0.6722	0.8199
0.0692	7.5473	1834	0.6616	0.3771	0.6616	0.8134
0.0692	7.5556	1836	0.6468	0.3771	0.6468	0.8043
0.0692	7.5638	1838	0.6428	0.3771	0.6428	0.8018
0.0692	7.5720	1840	0.6488	0.3771	0.6488	0.8055
0.0692	7.5802	1842	0.6507	0.3771	0.6507	0.8067
0.0692	7.5885	1844	0.6520	0.3771	0.6520	0.8075
0.0692	7.5967	1846	0.6585	0.3771	0.6585	0.8115
0.0692	7.6049	1848	0.6589	0.3771	0.6589	0.8117
0.0692	7.6132	1850	0.6589	0.3771	0.6589	0.8117
0.0692	7.6214	1852	0.6684	0.2355	0.6684	0.8175
0.0692	7.6296	1854	0.6832	0.2355	0.6832	0.8265
0.0692	7.6379	1856	0.7081	0.3333	0.7081	0.8415
0.0692	7.6461	1858	0.7205	0.2846	0.7205	0.8488
0.0692	7.6543	1860	0.7250	0.2846	0.7250	0.8515
0.0692	7.6626	1862	0.7194	0.2846	0.7194	0.8482
0.0692	7.6708	1864	0.7073	0.3333	0.7073	0.8410
0.0692	7.6790	1866	0.6927	0.2355	0.6927	0.8323
0.0692	7.6872	1868	0.6672	0.2355	0.6672	0.8168
0.0692	7.6955	1870	0.6434	0.3724	0.6434	0.8022
0.0692	7.7037	1872	0.6320	0.3724	0.6320	0.7950
0.0692	7.7119	1874	0.6248	0.3318	0.6248	0.7905
0.0692	7.7202	1876	0.6213	0.3318	0.6213	0.7882
0.0692	7.7284	1878	0.6196	0.3318	0.6196	0.7871
0.0692	7.7366	1880	0.6225	0.3318	0.6225	0.7890
0.0692	7.7449	1882	0.6360	0.3724	0.6360	0.7975
0.0692	7.7531	1884	0.6573	0.3724	0.6573	0.8108
0.0692	7.7613	1886	0.6798	0.3724	0.6798	0.8245
0.0692	7.7695	1888	0.6981	0.3771	0.6981	0.8355
0.0692	7.7778	1890	0.7134	0.2355	0.7134	0.8446
0.0692	7.7860	1892	0.7096	0.2355	0.7096	0.8424
0.0692	7.7942	1894	0.6947	0.2355	0.6947	0.8335
0.0692	7.8025	1896	0.6689	0.2186	0.6689	0.8179
0.0692	7.8107	1898	0.6435	0.3724	0.6435	0.8022
0.0692	7.8189	1900	0.6295	0.3724	0.6295	0.7934
0.0692	7.8272	1902	0.6151	0.3724	0.6151	0.7843
0.0692	7.8354	1904	0.6045	0.3724	0.6045	0.7775
0.0692	7.8436	1906	0.5975	0.3724	0.5975	0.7730
0.0692	7.8519	1908	0.5937	0.3724	0.5937	0.7705
0.0692	7.8601	1910	0.5954	0.3724	0.5954	0.7716
0.0692	7.8683	1912	0.5982	0.3724	0.5982	0.7735
0.0692	7.8765	1914	0.6021	0.3724	0.6021	0.7759
0.0692	7.8848	1916	0.6086	0.3724	0.6086	0.7802
0.0692	7.8930	1918	0.6219	0.3724	0.6219	0.7886
0.0692	7.9012	1920	0.6473	0.3771	0.6473	0.8046
0.0692	7.9095	1922	0.6686	0.3771	0.6686	0.8177
0.0692	7.9177	1924	0.6928	0.3811	0.6928	0.8324
0.0692	7.9259	1926	0.7079	0.4615	0.7079	0.8413
0.0692	7.9342	1928	0.7041	0.3811	0.7041	0.8391
0.0692	7.9424	1930	0.6896	0.3811	0.6896	0.8304
0.0692	7.9506	1932	0.6779	0.3771	0.6779	0.8234
0.0692	7.9588	1934	0.6610	0.3771	0.6610	0.8130
0.0692	7.9671	1936	0.6406	0.3724	0.6406	0.8004
0.0692	7.9753	1938	0.6288	0.3318	0.6288	0.7930
0.0692	7.9835	1940	0.6253	0.3318	0.6253	0.7907
0.0692	7.9918	1942	0.6240	0.3318	0.6240	0.7899
0.0692	8.0	1944	0.6227	0.3318	0.6227	0.7891
0.0692	8.0082	1946	0.6165	0.3318	0.6165	0.7852
0.0692	8.0165	1948	0.6127	0.3724	0.6127	0.7827
0.0692	8.0247	1950	0.6124	0.3724	0.6124	0.7826
0.0692	8.0329	1952	0.6120	0.3724	0.6120	0.7823
0.0692	8.0412	1954	0.6186	0.3724	0.6186	0.7865
0.0692	8.0494	1956	0.6321	0.3724	0.6321	0.7950
0.0692	8.0576	1958	0.6434	0.3724	0.6434	0.8021
0.0692	8.0658	1960	0.6600	0.3771	0.6600	0.8124
0.0692	8.0741	1962	0.6698	0.2355	0.6698	0.8184
0.0692	8.0823	1964	0.6623	0.3771	0.6623	0.8138
0.0692	8.0905	1966	0.6544	0.3724	0.6544	0.8089
0.0692	8.0988	1968	0.6476	0.3724	0.6476	0.8047
0.0692	8.1070	1970	0.6421	0.3724	0.6421	0.8013
0.0692	8.1152	1972	0.6377	0.3724	0.6377	0.7985
0.0692	8.1235	1974	0.6314	0.3318	0.6314	0.7946
0.0692	8.1317	1976	0.6277	0.3318	0.6277	0.7923
0.0692	8.1399	1978	0.6263	0.3318	0.6263	0.7914
0.0692	8.1481	1980	0.6240	0.3318	0.6240	0.7900
0.0692	8.1564	1982	0.6229	0.3318	0.6229	0.7892
0.0692	8.1646	1984	0.6233	0.3318	0.6233	0.7895
0.0692	8.1728	1986	0.6248	0.3318	0.6248	0.7905
0.0692	8.1811	1988	0.6294	0.3724	0.6294	0.7934
0.0692	8.1893	1990	0.6369	0.3724	0.6369	0.7981
0.0692	8.1975	1992	0.6457	0.3724	0.6457	0.8035
0.0692	8.2058	1994	0.6554	0.2355	0.6554	0.8096
0.0692	8.2140	1996	0.6601	0.2355	0.6601	0.8125
0.0692	8.2222	1998	0.6605	0.2355	0.6605	0.8127
0.049	8.2305	2000	0.6565	0.2355	0.6565	0.8102
0.049	8.2387	2002	0.6439	0.2355	0.6439	0.8024
0.049	8.2469	2004	0.6288	0.3724	0.6288	0.7930
0.049	8.2551	2006	0.6161	0.3724	0.6161	0.7849
0.049	8.2634	2008	0.6110	0.3724	0.6110	0.7816
0.049	8.2716	2010	0.6071	0.3318	0.6071	0.7792
0.049	8.2798	2012	0.6065	0.3318	0.6065	0.7788
0.049	8.2881	2014	0.6065	0.3318	0.6065	0.7788
0.049	8.2963	2016	0.6070	0.3318	0.6070	0.7791
0.049	8.3045	2018	0.6090	0.3318	0.6090	0.7804
0.049	8.3128	2020	0.6126	0.3724	0.6126	0.7827
0.049	8.3210	2022	0.6177	0.3724	0.6177	0.7859
0.049	8.3292	2024	0.6258	0.3724	0.6258	0.7911
0.049	8.3374	2026	0.6331	0.3724	0.6331	0.7957
0.049	8.3457	2028	0.6384	0.3724	0.6384	0.7990
0.049	8.3539	2030	0.6449	0.3724	0.6449	0.8031
0.049	8.3621	2032	0.6463	0.3724	0.6463	0.8039
0.049	8.3704	2034	0.6405	0.3724	0.6405	0.8003
0.049	8.3786	2036	0.6380	0.3724	0.6380	0.7987
0.049	8.3868	2038	0.6386	0.3724	0.6386	0.7992
0.049	8.3951	2040	0.6387	0.3724	0.6387	0.7992
0.049	8.4033	2042	0.6349	0.3724	0.6349	0.7968
0.049	8.4115	2044	0.6330	0.3724	0.6330	0.7956
0.049	8.4198	2046	0.6300	0.3724	0.6300	0.7937
0.049	8.4280	2048	0.6275	0.3724	0.6275	0.7922
0.049	8.4362	2050	0.6270	0.3724	0.6270	0.7918
0.049	8.4444	2052	0.6259	0.3724	0.6259	0.7911
0.049	8.4527	2054	0.6310	0.3724	0.6310	0.7944
0.049	8.4609	2056	0.6363	0.3771	0.6363	0.7977
0.049	8.4691	2058	0.6430	0.3771	0.6430	0.8019
0.049	8.4774	2060	0.6499	0.3771	0.6499	0.8062
0.049	8.4856	2062	0.6491	0.3771	0.6491	0.8056
0.049	8.4938	2064	0.6505	0.3771	0.6505	0.8065
0.049	8.5021	2066	0.6514	0.3771	0.6514	0.8071
0.049	8.5103	2068	0.6522	0.3771	0.6522	0.8076
0.049	8.5185	2070	0.6528	0.3771	0.6528	0.8079
0.049	8.5267	2072	0.6535	0.3771	0.6535	0.8084
0.049	8.5350	2074	0.6525	0.3771	0.6525	0.8078
0.049	8.5432	2076	0.6489	0.3771	0.6489	0.8056
0.049	8.5514	2078	0.6478	0.3771	0.6478	0.8048
0.049	8.5597	2080	0.6491	0.3771	0.6491	0.8057
0.049	8.5679	2082	0.6485	0.3771	0.6485	0.8053
0.049	8.5761	2084	0.6435	0.3771	0.6435	0.8022
0.049	8.5844	2086	0.6410	0.3771	0.6410	0.8006
0.049	8.5926	2088	0.6415	0.3771	0.6415	0.8009
0.049	8.6008	2090	0.6361	0.3771	0.6361	0.7976
0.049	8.6091	2092	0.6311	0.3724	0.6311	0.7944
0.049	8.6173	2094	0.6297	0.3724	0.6297	0.7935
0.049	8.6255	2096	0.6302	0.3724	0.6302	0.7938
0.049	8.6337	2098	0.6291	0.3724	0.6291	0.7931
0.049	8.6420	2100	0.6286	0.3771	0.6286	0.7928
0.049	8.6502	2102	0.6291	0.3771	0.6291	0.7932
0.049	8.6584	2104	0.6278	0.3771	0.6278	0.7923
0.049	8.6667	2106	0.6239	0.3771	0.6239	0.7899
0.049	8.6749	2108	0.6212	0.3724	0.6212	0.7882
0.049	8.6831	2110	0.6200	0.3724	0.6200	0.7874
0.049	8.6914	2112	0.6194	0.3724	0.6194	0.7870
0.049	8.6996	2114	0.6191	0.3724	0.6191	0.7868
0.049	8.7078	2116	0.6220	0.3724	0.6220	0.7886
0.049	8.7160	2118	0.6242	0.3724	0.6242	0.7901
0.049	8.7243	2120	0.6277	0.3771	0.6277	0.7923
0.049	8.7325	2122	0.6324	0.3771	0.6324	0.7952
0.049	8.7407	2124	0.6402	0.3771	0.6402	0.8001
0.049	8.7490	2126	0.6490	0.3771	0.6490	0.8056
0.049	8.7572	2128	0.6551	0.3771	0.6551	0.8094
0.049	8.7654	2130	0.6629	0.3811	0.6629	0.8142
0.049	8.7737	2132	0.6697	0.25	0.6697	0.8184
0.049	8.7819	2134	0.6754	0.25	0.6754	0.8218
0.049	8.7901	2136	0.6786	0.25	0.6786	0.8237
0.049	8.7984	2138	0.6735	0.25	0.6735	0.8207
0.049	8.8066	2140	0.6687	0.3811	0.6687	0.8178
0.049	8.8148	2142	0.6623	0.3811	0.6623	0.8138
0.049	8.8230	2144	0.6538	0.3771	0.6538	0.8086
0.049	8.8313	2146	0.6508	0.3771	0.6508	0.8067
0.049	8.8395	2148	0.6494	0.3771	0.6494	0.8059
0.049	8.8477	2150	0.6483	0.3771	0.6483	0.8052
0.049	8.8560	2152	0.6490	0.3771	0.6490	0.8056
0.049	8.8642	2154	0.6531	0.3771	0.6531	0.8082
0.049	8.8724	2156	0.6534	0.3771	0.6534	0.8084
0.049	8.8807	2158	0.6536	0.3771	0.6536	0.8085
0.049	8.8889	2160	0.6551	0.3771	0.6551	0.8094
0.049	8.8971	2162	0.6585	0.3771	0.6585	0.8115
0.049	8.9053	2164	0.6636	0.3771	0.6636	0.8146
0.049	8.9136	2166	0.6703	0.3811	0.6703	0.8187
0.049	8.9218	2168	0.6764	0.25	0.6764	0.8224
0.049	8.9300	2170	0.6813	0.25	0.6813	0.8254
0.049	8.9383	2172	0.6770	0.25	0.6770	0.8228
0.049	8.9465	2174	0.6734	0.25	0.6734	0.8206
0.049	8.9547	2176	0.6623	0.3771	0.6623	0.8138
0.049	8.9630	2178	0.6515	0.3771	0.6515	0.8071
0.049	8.9712	2180	0.6446	0.3771	0.6446	0.8029
0.049	8.9794	2182	0.6384	0.3771	0.6384	0.7990
0.049	8.9877	2184	0.6327	0.3771	0.6327	0.7954
0.049	8.9959	2186	0.6299	0.3771	0.6299	0.7937
0.049	9.0041	2188	0.6287	0.3771	0.6287	0.7929
0.049	9.0123	2190	0.6276	0.3771	0.6276	0.7922
0.049	9.0206	2192	0.6292	0.3771	0.6292	0.7932
0.049	9.0288	2194	0.6322	0.3771	0.6322	0.7951
0.049	9.0370	2196	0.6348	0.3771	0.6348	0.7967
0.049	9.0453	2198	0.6341	0.3771	0.6341	0.7963
0.049	9.0535	2200	0.6337	0.3771	0.6337	0.7960
0.049	9.0617	2202	0.6330	0.3771	0.6330	0.7956
0.049	9.0700	2204	0.6337	0.3771	0.6337	0.7960
0.049	9.0782	2206	0.6353	0.3771	0.6353	0.7970
0.049	9.0864	2208	0.6354	0.3771	0.6354	0.7971
0.049	9.0947	2210	0.6340	0.3771	0.6340	0.7962
0.049	9.1029	2212	0.6323	0.3771	0.6323	0.7952
0.049	9.1111	2214	0.6307	0.3771	0.6307	0.7942
0.049	9.1193	2216	0.6310	0.3771	0.6310	0.7944
0.049	9.1276	2218	0.6330	0.3771	0.6330	0.7956
0.049	9.1358	2220	0.6362	0.3771	0.6362	0.7976
0.049	9.1440	2222	0.6371	0.3771	0.6371	0.7982
0.049	9.1523	2224	0.6375	0.2355	0.6375	0.7984
0.049	9.1605	2226	0.6362	0.2355	0.6362	0.7976
0.049	9.1687	2228	0.6317	0.3771	0.6317	0.7948
0.049	9.1770	2230	0.6271	0.3771	0.6271	0.7919
0.049	9.1852	2232	0.6244	0.3771	0.6244	0.7902
0.049	9.1934	2234	0.6226	0.3771	0.6226	0.7891
0.049	9.2016	2236	0.6229	0.3771	0.6229	0.7893
0.049	9.2099	2238	0.6242	0.3771	0.6242	0.7901
0.049	9.2181	2240	0.6268	0.3771	0.6268	0.7917
0.049	9.2263	2242	0.6308	0.2355	0.6308	0.7942
0.049	9.2346	2244	0.6343	0.2355	0.6343	0.7964
0.049	9.2428	2246	0.6362	0.2355	0.6362	0.7977
0.049	9.2510	2248	0.6356	0.3771	0.6356	0.7973
0.049	9.2593	2250	0.6348	0.3771	0.6348	0.7967
0.049	9.2675	2252	0.6353	0.3771	0.6353	0.7971
0.049	9.2757	2254	0.6365	0.3771	0.6365	0.7978
0.049	9.2840	2256	0.6386	0.3771	0.6386	0.7991
0.049	9.2922	2258	0.6411	0.3771	0.6411	0.8007
0.049	9.3004	2260	0.6432	0.3771	0.6432	0.8020
0.049	9.3086	2262	0.6466	0.3771	0.6466	0.8041
0.049	9.3169	2264	0.6496	0.2355	0.6496	0.8060
0.049	9.3251	2266	0.6533	0.2355	0.6533	0.8083
0.049	9.3333	2268	0.6567	0.2355	0.6567	0.8104
0.049	9.3416	2270	0.6590	0.2355	0.6590	0.8118
0.049	9.3498	2272	0.6598	0.2355	0.6598	0.8123
0.049	9.3580	2274	0.6620	0.2355	0.6620	0.8136
0.049	9.3663	2276	0.6626	0.2355	0.6626	0.8140
0.049	9.3745	2278	0.6644	0.2355	0.6644	0.8151
0.049	9.3827	2280	0.6670	0.2355	0.6670	0.8167
0.049	9.3909	2282	0.6688	0.2355	0.6688	0.8178
0.049	9.3992	2284	0.6715	0.2355	0.6715	0.8195
0.049	9.4074	2286	0.6731	0.2355	0.6731	0.8204
0.049	9.4156	2288	0.6725	0.2355	0.6725	0.8200
0.049	9.4239	2290	0.6693	0.2355	0.6693	0.8181
0.049	9.4321	2292	0.6665	0.2355	0.6665	0.8164
0.049	9.4403	2294	0.6625	0.2355	0.6625	0.8140
0.049	9.4486	2296	0.6584	0.2355	0.6584	0.8114
0.049	9.4568	2298	0.6572	0.2355	0.6572	0.8107
0.049	9.4650	2300	0.6573	0.2355	0.6573	0.8108
0.049	9.4733	2302	0.6573	0.2355	0.6573	0.8107
0.049	9.4815	2304	0.6582	0.2355	0.6582	0.8113
0.049	9.4897	2306	0.6596	0.2355	0.6596	0.8122
0.049	9.4979	2308	0.6603	0.2355	0.6603	0.8126
0.049	9.5062	2310	0.6614	0.2355	0.6614	0.8133
0.049	9.5144	2312	0.6614	0.2355	0.6614	0.8133
0.049	9.5226	2314	0.6610	0.2355	0.6610	0.8130
0.049	9.5309	2316	0.6613	0.2355	0.6613	0.8132
0.049	9.5391	2318	0.6608	0.2355	0.6608	0.8129
0.049	9.5473	2320	0.6601	0.2355	0.6601	0.8124
0.049	9.5556	2322	0.6588	0.2355	0.6588	0.8117
0.049	9.5638	2324	0.6564	0.2355	0.6564	0.8102
0.049	9.5720	2326	0.6540	0.2355	0.6540	0.8087
0.049	9.5802	2328	0.6524	0.2355	0.6524	0.8077
0.049	9.5885	2330	0.6524	0.2355	0.6524	0.8077
0.049	9.5967	2332	0.6513	0.3771	0.6513	0.8070
0.049	9.6049	2334	0.6504	0.3771	0.6504	0.8065
0.049	9.6132	2336	0.6489	0.3771	0.6489	0.8055
0.049	9.6214	2338	0.6471	0.3771	0.6471	0.8044
0.049	9.6296	2340	0.6455	0.3771	0.6455	0.8034
0.049	9.6379	2342	0.6439	0.3771	0.6439	0.8024
0.049	9.6461	2344	0.6426	0.3771	0.6426	0.8016
0.049	9.6543	2346	0.6421	0.3771	0.6421	0.8013
0.049	9.6626	2348	0.6419	0.3396	0.6419	0.8012
0.049	9.6708	2350	0.6421	0.3771	0.6421	0.8013
0.049	9.6790	2352	0.6414	0.3771	0.6414	0.8009
0.049	9.6872	2354	0.6410	0.3771	0.6410	0.8006
0.049	9.6955	2356	0.6405	0.3771	0.6405	0.8003
0.049	9.7037	2358	0.6402	0.3771	0.6402	0.8001
0.049	9.7119	2360	0.6400	0.3771	0.6400	0.8000
0.049	9.7202	2362	0.6402	0.3771	0.6402	0.8001
0.049	9.7284	2364	0.6404	0.3771	0.6404	0.8003
0.049	9.7366	2366	0.6406	0.3771	0.6406	0.8004
0.049	9.7449	2368	0.6408	0.3771	0.6408	0.8005
0.049	9.7531	2370	0.6414	0.3771	0.6414	0.8008
0.049	9.7613	2372	0.6420	0.3771	0.6420	0.8013
0.049	9.7695	2374	0.6425	0.3771	0.6425	0.8016
0.049	9.7778	2376	0.6432	0.3771	0.6432	0.8020
0.049	9.7860	2378	0.6438	0.3771	0.6438	0.8024
0.049	9.7942	2380	0.6444	0.3771	0.6444	0.8027
0.049	9.8025	2382	0.6450	0.3771	0.6450	0.8031
0.049	9.8107	2384	0.6448	0.3771	0.6448	0.8030
0.049	9.8189	2386	0.6444	0.3771	0.6444	0.8027
0.049	9.8272	2388	0.6439	0.3771	0.6439	0.8025
0.049	9.8354	2390	0.6433	0.3771	0.6433	0.8021
0.049	9.8436	2392	0.6433	0.3771	0.6433	0.8020
0.049	9.8519	2394	0.6430	0.3771	0.6430	0.8019
0.049	9.8601	2396	0.6428	0.3771	0.6428	0.8018
0.049	9.8683	2398	0.6428	0.3771	0.6428	0.8018
0.049	9.8765	2400	0.6432	0.3771	0.6432	0.8020
0.049	9.8848	2402	0.6432	0.3771	0.6432	0.8020
0.049	9.8930	2404	0.6433	0.3771	0.6433	0.8020
0.049	9.9012	2406	0.6436	0.3771	0.6436	0.8023
0.049	9.9095	2408	0.6437	0.3771	0.6437	0.8023
0.049	9.9177	2410	0.6438	0.3771	0.6438	0.8023
0.049	9.9259	2412	0.6436	0.3771	0.6436	0.8023
0.049	9.9342	2414	0.6437	0.3771	0.6437	0.8023
0.049	9.9424	2416	0.6437	0.3771	0.6437	0.8023
0.049	9.9506	2418	0.6439	0.3771	0.6439	0.8024
0.049	9.9588	2420	0.6439	0.3771	0.6439	0.8024
0.049	9.9671	2422	0.6439	0.3771	0.6439	0.8024
0.049	9.9753	2424	0.6438	0.3771	0.6438	0.8024
0.049	9.9835	2426	0.6438	0.3771	0.6438	0.8023
0.049	9.9918	2428	0.6437	0.3771	0.6437	0.8023
0.049	10.0	2430	0.6437	0.3771	0.6437	0.8023

Framework versions

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