Arabic_FineTuningAraBERT_AugV0_k60_task1_organization_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: 0.4736
• Qwk: 0.6343
• Mse: 0.4736
• Rmse: 0.6882

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	0.0066	2	5.9232	0.0233	5.9232	2.4338
No log	0.0132	4	3.5157	0.0397	3.5157	1.8750
No log	0.0197	6	2.1130	0.1003	2.1130	1.4536
No log	0.0263	8	1.1487	0.0978	1.1487	1.0718
No log	0.0329	10	0.7912	0.2699	0.7912	0.8895
No log	0.0395	12	0.6984	0.2125	0.6984	0.8357
No log	0.0461	14	0.6139	0.4096	0.6139	0.7835
No log	0.0526	16	0.6548	0.4199	0.6548	0.8092
No log	0.0592	18	0.6787	0.1840	0.6787	0.8238
No log	0.0658	20	0.8774	0.0637	0.8774	0.9367
No log	0.0724	22	0.9523	0.0	0.9523	0.9759
No log	0.0789	24	0.9134	0.0637	0.9134	0.9557
No log	0.0855	26	0.8589	0.0637	0.8589	0.9268
No log	0.0921	28	0.8008	0.2125	0.8008	0.8949
No log	0.0987	30	0.7843	0.2125	0.7843	0.8856
No log	0.1053	32	0.7794	0.2125	0.7794	0.8828
No log	0.1118	34	0.7996	0.0637	0.7996	0.8942
No log	0.1184	36	0.9020	0.0	0.9020	0.9497
No log	0.125	38	0.9496	0.2125	0.9496	0.9745
No log	0.1316	40	0.9582	0.0345	0.9582	0.9789
No log	0.1382	42	1.1220	0.2222	1.1220	1.0592
No log	0.1447	44	1.2745	0.0744	1.2745	1.1289
No log	0.1513	46	1.1400	0.1390	1.1400	1.0677
No log	0.1579	48	0.8915	0.25	0.8915	0.9442
No log	0.1645	50	0.7850	0.4199	0.7850	0.8860
No log	0.1711	52	0.8734	0.2143	0.8734	0.9346
No log	0.1776	54	0.8403	0.4105	0.8403	0.9167
No log	0.1842	56	0.7815	0.2652	0.7815	0.8840
No log	0.1908	58	0.8435	0.125	0.8435	0.9184
No log	0.1974	60	0.9514	0.0242	0.9514	0.9754
No log	0.2039	62	0.9875	0.125	0.9875	0.9937
No log	0.2105	64	0.9521	0.2632	0.9521	0.9757
No log	0.2171	66	0.8203	0.2308	0.8203	0.9057
No log	0.2237	68	0.7808	0.2652	0.7808	0.8836
No log	0.2303	70	0.7889	0.4385	0.7889	0.8882
No log	0.2368	72	0.8041	0.4105	0.8041	0.8967
No log	0.2434	74	0.7712	0.3913	0.7712	0.8782
No log	0.25	76	0.7738	0.3298	0.7738	0.8796
No log	0.2566	78	0.8808	0.2632	0.8808	0.9385
No log	0.2632	80	1.0227	0.2152	1.0226	1.0113
No log	0.2697	82	1.0616	0.3438	1.0616	1.0303
No log	0.2763	84	0.9930	0.2152	0.9930	0.9965
No log	0.2829	86	0.9178	0.1294	0.9178	0.9580
No log	0.2895	88	0.9632	0.2152	0.9632	0.9814
No log	0.2961	90	1.0352	0.2152	1.0352	1.0174
No log	0.3026	92	0.9276	0.2152	0.9276	0.9631
No log	0.3092	94	0.7288	0.3298	0.7288	0.8537
No log	0.3158	96	0.6677	0.2486	0.6677	0.8171
No log	0.3224	98	0.6403	0.4503	0.6403	0.8002
No log	0.3289	100	0.6225	0.4948	0.6225	0.7890
No log	0.3355	102	0.7164	0.4569	0.7164	0.8464
No log	0.3421	104	0.8431	0.4656	0.8431	0.9182
No log	0.3487	106	0.7326	0.4878	0.7326	0.8559
No log	0.3553	108	0.6615	0.3099	0.6615	0.8133
No log	0.3618	110	0.6327	0.4566	0.6327	0.7954
No log	0.3684	112	0.6871	0.375	0.6871	0.8289
No log	0.375	114	0.8572	0.3984	0.8572	0.9259
No log	0.3816	116	0.8436	0.3429	0.8436	0.9185
No log	0.3882	118	0.6977	0.3298	0.6977	0.8353
No log	0.3947	120	0.6521	0.3438	0.6521	0.8075
No log	0.4013	122	0.6551	0.2963	0.6551	0.8094
No log	0.4079	124	0.7078	0.2699	0.7078	0.8413
No log	0.4145	126	0.8475	0.2632	0.8475	0.9206
No log	0.4211	128	0.8867	0.3383	0.8867	0.9416
No log	0.4276	130	0.8877	0.3383	0.8877	0.9422
No log	0.4342	132	0.8984	0.3383	0.8984	0.9478
No log	0.4408	134	0.8088	0.25	0.8088	0.8993
No log	0.4474	136	0.7467	0.1529	0.7467	0.8641
No log	0.4539	138	0.7476	0.1529	0.7476	0.8647
No log	0.4605	140	0.7708	0.1529	0.7708	0.8780
No log	0.4671	142	0.7672	0.1529	0.7672	0.8759
No log	0.4737	144	0.8305	0.25	0.8305	0.9113
No log	0.4803	146	0.8898	0.4036	0.8898	0.9433
No log	0.4868	148	0.9258	0.4036	0.9258	0.9622
No log	0.4934	150	0.9809	0.3429	0.9809	0.9904
No log	0.5	152	0.8245	0.3814	0.8245	0.9080
No log	0.5066	154	0.7474	0.3814	0.7474	0.8645
No log	0.5132	156	0.7383	0.3814	0.7383	0.8592
No log	0.5197	158	0.8047	0.4036	0.8047	0.8971
No log	0.5263	160	0.8117	0.4615	0.8117	0.9009
No log	0.5329	162	0.7611	0.3396	0.7611	0.8724
No log	0.5395	164	0.7295	0.3383	0.7295	0.8541
No log	0.5461	166	0.7606	0.3396	0.7606	0.8721
No log	0.5526	168	0.7721	0.4615	0.7721	0.8787
No log	0.5592	170	0.8192	0.4615	0.8192	0.9051
No log	0.5658	172	0.9010	0.3429	0.9010	0.9492
No log	0.5724	174	0.8506	0.3429	0.8506	0.9223
No log	0.5789	176	0.8053	0.4057	0.8053	0.8974
No log	0.5855	178	0.8054	0.4036	0.8054	0.8975
No log	0.5921	180	0.8350	0.4615	0.8350	0.9138
No log	0.5987	182	0.8446	0.4615	0.8446	0.9190
No log	0.6053	184	0.8645	0.4615	0.8645	0.9298
No log	0.6118	186	0.8338	0.3383	0.8338	0.9131
No log	0.6184	188	0.8314	0.2570	0.8314	0.9118
No log	0.625	190	0.8448	0.3368	0.8448	0.9191
No log	0.6316	192	0.8207	0.2570	0.8207	0.9059
No log	0.6382	194	0.8320	0.2570	0.8320	0.9122
No log	0.6447	196	0.9361	0.2967	0.9361	0.9675
No log	0.6513	198	1.1411	0.3083	1.1411	1.0682
No log	0.6579	200	1.1478	0.2657	1.1478	1.0714
No log	0.6645	202	0.9713	0.4615	0.9713	0.9855
No log	0.6711	204	0.7634	0.4036	0.7634	0.8737
No log	0.6776	206	0.7374	0.3383	0.7374	0.8587
No log	0.6842	208	0.7788	0.3383	0.7788	0.8825
No log	0.6908	210	0.7649	0.2570	0.7649	0.8746
No log	0.6974	212	0.7550	0.2632	0.7550	0.8689
No log	0.7039	214	0.7738	0.3383	0.7738	0.8797
No log	0.7105	216	0.8083	0.4057	0.8083	0.8990
No log	0.7171	218	0.7439	0.4057	0.7439	0.8625
No log	0.7237	220	0.6536	0.3383	0.6536	0.8085
No log	0.7303	222	0.6724	0.3383	0.6724	0.8200
No log	0.7368	224	0.8002	0.4615	0.8002	0.8946
No log	0.7434	226	0.8335	0.4615	0.8335	0.9130
No log	0.75	228	0.7121	0.3383	0.7121	0.8439
No log	0.7566	230	0.6212	0.3041	0.6212	0.7881
No log	0.7632	232	0.6134	0.4096	0.6134	0.7832
No log	0.7697	234	0.6652	0.3352	0.6652	0.8156
No log	0.7763	236	0.7670	0.3383	0.7670	0.8758
No log	0.7829	238	0.7718	0.3383	0.7718	0.8785
No log	0.7895	240	0.8370	0.4057	0.8370	0.9149
No log	0.7961	242	0.8136	0.3383	0.8136	0.9020
No log	0.8026	244	0.7089	0.3368	0.7089	0.8420
No log	0.8092	246	0.6677	0.25	0.6677	0.8171
No log	0.8158	248	0.6750	0.25	0.6750	0.8216
No log	0.8224	250	0.7124	0.3368	0.7124	0.8441
No log	0.8289	252	0.7632	0.3368	0.7632	0.8736
No log	0.8355	254	0.7582	0.3368	0.7582	0.8708
No log	0.8421	256	0.7764	0.3368	0.7764	0.8812
No log	0.8487	258	0.7268	0.3368	0.7268	0.8525
No log	0.8553	260	0.7053	0.3368	0.7053	0.8398
No log	0.8618	262	0.6728	0.3368	0.6728	0.8202
No log	0.8684	264	0.6474	0.3368	0.6474	0.8046
No log	0.875	266	0.6172	0.3571	0.6172	0.7856
No log	0.8816	268	0.6849	0.4615	0.6849	0.8276
No log	0.8882	270	0.9844	0.5078	0.9844	0.9922
No log	0.8947	272	1.1592	0.3453	1.1592	1.0766
No log	0.9013	274	1.0368	0.3970	1.0368	1.0183
No log	0.9079	276	0.8737	0.5143	0.8737	0.9347
No log	0.9145	278	0.7190	0.4080	0.7190	0.8480
No log	0.9211	280	0.6791	0.2570	0.6791	0.8241
No log	0.9276	282	0.6577	0.1667	0.6577	0.8110
No log	0.9342	284	0.6725	0.2570	0.6725	0.8201
No log	0.9408	286	0.6936	0.2570	0.6936	0.8328
No log	0.9474	288	0.7130	0.3383	0.7130	0.8444
No log	0.9539	290	0.6777	0.4862	0.6777	0.8233
No log	0.9605	292	0.6351	0.5	0.6351	0.7969
No log	0.9671	294	0.5767	0.5185	0.5767	0.7594
No log	0.9737	296	0.5731	0.4494	0.5731	0.7570
No log	0.9803	298	0.6125	0.3277	0.6125	0.7827
No log	0.9868	300	0.7490	0.4036	0.7490	0.8654
No log	0.9934	302	0.9512	0.5143	0.9512	0.9753
No log	1.0	304	1.0324	0.5143	1.0324	1.0161
No log	1.0066	306	0.9755	0.5143	0.9755	0.9877
No log	1.0132	308	0.8224	0.4036	0.8224	0.9069
No log	1.0197	310	0.7097	0.3368	0.7097	0.8424
No log	1.0263	312	0.6942	0.1529	0.6942	0.8332
No log	1.0329	314	0.6883	0.25	0.6883	0.8296
No log	1.0395	316	0.6626	0.3352	0.6626	0.8140
No log	1.0461	318	0.6911	0.4036	0.6911	0.8313
No log	1.0526	320	0.7561	0.4615	0.7561	0.8695
No log	1.0592	322	0.7680	0.5143	0.7680	0.8763
No log	1.0658	324	0.7186	0.5143	0.7186	0.8477
No log	1.0724	326	0.6547	0.4425	0.6547	0.8091
No log	1.0789	328	0.5946	0.5172	0.5946	0.7711
No log	1.0855	330	0.6376	0.4425	0.6376	0.7985
No log	1.0921	332	0.7502	0.4615	0.7502	0.8662
No log	1.0987	334	0.7948	0.4615	0.7948	0.8915
No log	1.1053	336	0.7539	0.4615	0.7539	0.8683
No log	1.1118	338	0.6731	0.4057	0.6731	0.8204
No log	1.1184	340	0.6065	0.3834	0.6065	0.7788
No log	1.125	342	0.5755	0.2699	0.5755	0.7586
No log	1.1316	344	0.5618	0.2699	0.5618	0.7495
No log	1.1382	346	0.5833	0.4928	0.5833	0.7637
No log	1.1447	348	0.6323	0.4928	0.6323	0.7952
No log	1.1513	350	0.6799	0.4862	0.6799	0.8246
No log	1.1579	352	0.7300	0.4057	0.7300	0.8544
No log	1.1645	354	0.6920	0.4862	0.6920	0.8318
No log	1.1711	356	0.6031	0.4286	0.6031	0.7766
No log	1.1776	358	0.5315	0.4	0.5315	0.7290
No log	1.1842	360	0.5106	0.4494	0.5106	0.7146
No log	1.1908	362	0.5137	0.5845	0.5137	0.7167
No log	1.1974	364	0.6028	0.4803	0.6028	0.7764
No log	1.2039	366	0.7277	0.5817	0.7277	0.8531
No log	1.2105	368	0.8211	0.5484	0.8211	0.9061
No log	1.2171	370	0.7726	0.5484	0.7726	0.8790
No log	1.2237	372	0.6700	0.4465	0.6700	0.8186
No log	1.2303	374	0.6004	0.4928	0.6004	0.7748
No log	1.2368	376	0.5785	0.3563	0.5785	0.7606
No log	1.2434	378	0.5596	0.2959	0.5596	0.7481
No log	1.25	380	0.5614	0.5333	0.5614	0.7493
No log	1.2566	382	0.6336	0.5415	0.6336	0.7960
No log	1.2632	384	0.7416	0.5817	0.7416	0.8612
No log	1.2697	386	0.7238	0.5333	0.7238	0.8508
No log	1.2763	388	0.6051	0.4862	0.6051	0.7779
No log	1.2829	390	0.5895	0.4928	0.5895	0.7678
No log	1.2895	392	0.6438	0.4510	0.6438	0.8024
No log	1.2961	394	0.6818	0.4080	0.6818	0.8257
No log	1.3026	396	0.7854	0.4615	0.7854	0.8862
No log	1.3092	398	0.8038	0.5143	0.8038	0.8966
No log	1.3158	400	0.6583	0.5817	0.6583	0.8114
No log	1.3224	402	0.4849	0.5739	0.4849	0.6964
No log	1.3289	404	0.4302	0.6351	0.4302	0.6559
No log	1.3355	406	0.4399	0.5134	0.4399	0.6633
No log	1.3421	408	0.4322	0.58	0.4322	0.6574
No log	1.3487	410	0.4661	0.6216	0.4661	0.6827
No log	1.3553	412	0.6111	0.6255	0.6111	0.7817
No log	1.3618	414	0.7658	0.5143	0.7658	0.8751
No log	1.3684	416	0.7829	0.5143	0.7829	0.8848
No log	1.375	418	0.6972	0.4615	0.6972	0.8350
No log	1.3816	420	0.5747	0.625	0.5747	0.7581
No log	1.3882	422	0.5170	0.5561	0.5170	0.7190
No log	1.3947	424	0.4779	0.4494	0.4779	0.6913
No log	1.4013	426	0.4717	0.4494	0.4717	0.6868
No log	1.4079	428	0.4621	0.4494	0.4621	0.6798
No log	1.4145	430	0.5147	0.5991	0.5147	0.7174
No log	1.4211	432	0.7288	0.5484	0.7288	0.8537
No log	1.4276	434	0.8761	0.4494	0.8761	0.9360
No log	1.4342	436	0.8374	0.4531	0.8374	0.9151
No log	1.4408	438	0.6957	0.5817	0.6957	0.8341
No log	1.4474	440	0.5366	0.5991	0.5366	0.7326
No log	1.4539	442	0.4802	0.5687	0.4802	0.6930
No log	1.4605	444	0.4843	0.4896	0.4843	0.6959
No log	1.4671	446	0.4898	0.5517	0.4898	0.6999
No log	1.4737	448	0.5079	0.5288	0.5079	0.7127
No log	1.4803	450	0.5322	0.5739	0.5322	0.7295
No log	1.4868	452	0.5746	0.6908	0.5746	0.7580
No log	1.4934	454	0.5631	0.6908	0.5631	0.7504
No log	1.5	456	0.5386	0.6224	0.5386	0.7339
No log	1.5066	458	0.5230	0.6224	0.5230	0.7232
No log	1.5132	460	0.5423	0.6224	0.5423	0.7364
No log	1.5197	462	0.5967	0.6769	0.5967	0.7725
No log	1.5263	464	0.6161	0.6769	0.6161	0.7849
No log	1.5329	466	0.5552	0.6224	0.5552	0.7451
No log	1.5395	468	0.4994	0.6094	0.4994	0.7067
No log	1.5461	470	0.4926	0.5687	0.4926	0.7018
No log	1.5526	472	0.5147	0.5288	0.5147	0.7174
No log	1.5592	474	0.5816	0.5728	0.5816	0.7626
No log	1.5658	476	0.6951	0.5044	0.6951	0.8337
No log	1.5724	478	0.8820	0.5143	0.8820	0.9391
No log	1.5789	480	0.9106	0.5143	0.9106	0.9542
No log	1.5855	482	0.8086	0.5143	0.8086	0.8992
No log	1.5921	484	0.6940	0.4057	0.6940	0.8331
No log	1.5987	486	0.6261	0.4465	0.6261	0.7913
No log	1.6053	488	0.6053	0.5505	0.6053	0.7780
No log	1.6118	490	0.6171	0.5505	0.6171	0.7855
No log	1.6184	492	0.7161	0.5214	0.7161	0.8462
No log	1.625	494	0.8560	0.5143	0.8560	0.9252
No log	1.6316	496	0.8785	0.5143	0.8785	0.9373
No log	1.6382	498	0.7833	0.5143	0.7833	0.8850
0.3245	1.6447	500	0.6305	0.4057	0.6305	0.7941
0.3245	1.6513	502	0.5334	0.5	0.5334	0.7304
0.3245	1.6579	504	0.4919	0.4302	0.4919	0.7014
0.3245	1.6645	506	0.4951	0.48	0.4951	0.7036
0.3245	1.6711	508	0.4992	0.5027	0.4992	0.7065
0.3245	1.6776	510	0.5376	0.5427	0.5376	0.7332
0.3245	1.6842	512	0.6548	0.5570	0.6548	0.8092
0.3245	1.6908	514	0.7261	0.5484	0.7261	0.8521
0.3245	1.6974	516	0.7536	0.5484	0.7536	0.8681
0.3245	1.7039	518	0.7220	0.5484	0.7220	0.8497
0.3245	1.7105	520	0.6249	0.4465	0.6249	0.7905
0.3245	1.7171	522	0.5507	0.4787	0.5507	0.7421
0.3245	1.7237	524	0.5397	0.4859	0.5397	0.7346
0.3245	1.7303	526	0.5459	0.4787	0.5459	0.7389
0.3245	1.7368	528	0.5913	0.4465	0.5913	0.7689
0.3245	1.7434	530	0.6554	0.4465	0.6554	0.8096
0.3245	1.75	532	0.6873	0.4080	0.6873	0.8290
0.3245	1.7566	534	0.6963	0.3368	0.6963	0.8344
0.3245	1.7632	536	0.6665	0.3834	0.6665	0.8164
0.3245	1.7697	538	0.5945	0.4859	0.5945	0.7710
0.3245	1.7763	540	0.5702	0.4096	0.5702	0.7551
0.3245	1.7829	542	0.5790	0.4859	0.5790	0.7609
0.3245	1.7895	544	0.6042	0.3563	0.6042	0.7773
0.3245	1.7961	546	0.6232	0.4286	0.6232	0.7894
0.3245	1.8026	548	0.6687	0.4664	0.6687	0.8178
0.3245	1.8092	550	0.7161	0.5214	0.7161	0.8462
0.3245	1.8158	552	0.7612	0.5214	0.7612	0.8724
0.3245	1.8224	554	0.8265	0.5143	0.8265	0.9091
0.3245	1.8289	556	0.7747	0.5214	0.7747	0.8802
0.3245	1.8355	558	0.6828	0.5570	0.6828	0.8263
0.3245	1.8421	560	0.5809	0.5415	0.5809	0.7622
0.3245	1.8487	562	0.5175	0.3298	0.5175	0.7193
0.3245	1.8553	564	0.5358	0.4	0.5358	0.7320
0.3245	1.8618	566	0.5896	0.3708	0.5896	0.7679
0.3245	1.8684	568	0.6048	0.4199	0.6048	0.7777
0.3245	1.875	570	0.5771	0.3708	0.5771	0.7597
0.3245	1.8816	572	0.5632	0.3488	0.5632	0.7505
0.3245	1.8882	574	0.5986	0.4324	0.5986	0.7737
0.3245	1.8947	576	0.7190	0.5917	0.7190	0.8480
0.3245	1.9013	578	0.8090	0.5143	0.8090	0.8994
0.3245	1.9079	580	0.7774	0.5817	0.7774	0.8817
0.3245	1.9145	582	0.6646	0.5917	0.6646	0.8153
0.3245	1.9211	584	0.5627	0.5415	0.5627	0.7501
0.3245	1.9276	586	0.5177	0.4948	0.5177	0.7195
0.3245	1.9342	588	0.5061	0.4948	0.5061	0.7114
0.3245	1.9408	590	0.5090	0.6379	0.5090	0.7135
0.3245	1.9474	592	0.6457	0.5917	0.6457	0.8036
0.3245	1.9539	594	0.8050	0.4815	0.8050	0.8972
0.3245	1.9605	596	0.7944	0.4815	0.7944	0.8913
0.3245	1.9671	598	0.6929	0.5570	0.6929	0.8324
0.3245	1.9737	600	0.5782	0.6026	0.5782	0.7604
0.3245	1.9803	602	0.5231	0.4286	0.5231	0.7232
0.3245	1.9868	604	0.5089	0.4859	0.5089	0.7134
0.3245	1.9934	606	0.5012	0.4556	0.5012	0.7079
0.3245	2.0	608	0.4974	0.4556	0.4974	0.7052
0.3245	2.0066	610	0.5074	0.625	0.5074	0.7123
0.3245	2.0132	612	0.5661	0.6585	0.5661	0.7524
0.3245	2.0197	614	0.6087	0.5679	0.6087	0.7802
0.3245	2.0263	616	0.5662	0.6585	0.5662	0.7525
0.3245	2.0329	618	0.5114	0.6585	0.5114	0.7151
0.3245	2.0395	620	0.4802	0.5728	0.4802	0.6930
0.3245	2.0461	622	0.4614	0.5381	0.4614	0.6793
0.3245	2.0526	624	0.4619	0.58	0.4619	0.6797
0.3245	2.0592	626	0.4599	0.5381	0.4599	0.6781
0.3245	2.0658	628	0.4793	0.6908	0.4793	0.6923
0.3245	2.0724	630	0.5429	0.6585	0.5429	0.7368
0.3245	2.0789	632	0.6275	0.5191	0.6275	0.7921
0.3245	2.0855	634	0.6394	0.4919	0.6394	0.7997
0.3245	2.0921	636	0.5911	0.6500	0.5911	0.7688
0.3245	2.0987	638	0.5350	0.6983	0.5350	0.7314
0.3245	2.1053	640	0.4966	0.5532	0.4966	0.7047
0.3245	2.1118	642	0.4789	0.5333	0.4789	0.6920
0.3245	2.1184	644	0.4875	0.4859	0.4875	0.6982
0.3245	2.125	646	0.5013	0.6131	0.5013	0.7080
0.3245	2.1316	648	0.4906	0.6516	0.4906	0.7004
0.3245	2.1382	650	0.4616	0.6516	0.4616	0.6794
0.3245	2.1447	652	0.4343	0.6471	0.4343	0.6590
0.3245	2.1513	654	0.4343	0.6908	0.4343	0.6590
0.3245	2.1579	656	0.4688	0.6585	0.4688	0.6847
0.3245	2.1645	658	0.5217	0.6831	0.5217	0.7223
0.3245	2.1711	660	0.6123	0.6566	0.6123	0.7825
0.3245	2.1776	662	0.6827	0.5405	0.6827	0.8262
0.3245	2.1842	664	0.6269	0.6260	0.6269	0.7918
0.3245	2.1908	666	0.5688	0.6831	0.5688	0.7542
0.3245	2.1974	668	0.5718	0.6831	0.5718	0.7562
0.3245	2.2039	670	0.5453	0.5882	0.5453	0.7384
0.3245	2.2105	672	0.5162	0.5236	0.5162	0.7185
0.3245	2.2171	674	0.4994	0.5236	0.4994	0.7067
0.3245	2.2237	676	0.4798	0.5381	0.4798	0.6927
0.3245	2.2303	678	0.4737	0.6128	0.4737	0.6882
0.3245	2.2368	680	0.4824	0.6128	0.4824	0.6945
0.3245	2.2434	682	0.5112	0.6585	0.5112	0.7150
0.3245	2.25	684	0.5429	0.6693	0.5429	0.7368
0.3245	2.2566	686	0.5054	0.6831	0.5054	0.7109
0.3245	2.2632	688	0.4600	0.6585	0.4600	0.6782
0.3245	2.2697	690	0.4429	0.5845	0.4429	0.6655
0.3245	2.2763	692	0.4685	0.4	0.4685	0.6845
0.3245	2.2829	694	0.4998	0.4	0.4998	0.7070
0.3245	2.2895	696	0.4906	0.4	0.4906	0.7004
0.3245	2.2961	698	0.4633	0.4494	0.4633	0.6807
0.3245	2.3026	700	0.4500	0.5381	0.4500	0.6708
0.3245	2.3092	702	0.4942	0.6831	0.4942	0.7030
0.3245	2.3158	704	0.6053	0.6693	0.6053	0.7780
0.3245	2.3224	706	0.6565	0.6375	0.6565	0.8103
0.3245	2.3289	708	0.6814	0.6375	0.6814	0.8255
0.3245	2.3355	710	0.6508	0.6375	0.6508	0.8067
0.3245	2.3421	712	0.5699	0.6500	0.5699	0.7549
0.3245	2.3487	714	0.4852	0.6516	0.4852	0.6966
0.3245	2.3553	716	0.4608	0.6516	0.4608	0.6788
0.3245	2.3618	718	0.4322	0.6516	0.4322	0.6574
0.3245	2.3684	720	0.4316	0.5532	0.4316	0.6570
0.3245	2.375	722	0.4817	0.4262	0.4817	0.6940
0.3245	2.3816	724	0.5117	0.3708	0.5117	0.7153
0.3245	2.3882	726	0.4998	0.4615	0.4998	0.7070
0.3245	2.3947	728	0.4663	0.4444	0.4663	0.6829
0.3245	2.4013	730	0.4538	0.625	0.4538	0.6736
0.3245	2.4079	732	0.5600	0.6693	0.5600	0.7483
0.3245	2.4145	734	0.6511	0.6375	0.6511	0.8069
0.3245	2.4211	736	0.6273	0.6375	0.6273	0.7920
0.3245	2.4276	738	0.5813	0.6500	0.5813	0.7624
0.3245	2.4342	740	0.5386	0.6516	0.5386	0.7339
0.3245	2.4408	742	0.5171	0.6667	0.5171	0.7191
0.3245	2.4474	744	0.4911	0.6131	0.4911	0.7008
0.3245	2.4539	746	0.4639	0.5842	0.4639	0.6811
0.3245	2.4605	748	0.4432	0.7149	0.4432	0.6657
0.3245	2.4671	750	0.4520	0.6831	0.4520	0.6723
0.3245	2.4737	752	0.4753	0.6693	0.4753	0.6894
0.3245	2.4803	754	0.4639	0.6831	0.4639	0.6811
0.3245	2.4868	756	0.4524	0.6831	0.4524	0.6726
0.3245	2.4934	758	0.4479	0.6983	0.4479	0.6693
0.3245	2.5	760	0.4638	0.6983	0.4638	0.6811
0.3245	2.5066	762	0.4726	0.6516	0.4726	0.6874
0.3245	2.5132	764	0.4554	0.5532	0.4554	0.6748
0.3245	2.5197	766	0.4546	0.5532	0.4546	0.6743
0.3245	2.5263	768	0.4582	0.4859	0.4582	0.6769
0.3245	2.5329	770	0.4512	0.4859	0.4512	0.6717
0.3245	2.5395	772	0.4565	0.5532	0.4565	0.6756
0.3245	2.5461	774	0.4691	0.5532	0.4691	0.6849
0.3245	2.5526	776	0.4764	0.5532	0.4764	0.6902
0.3245	2.5592	778	0.4889	0.6131	0.4889	0.6992
0.3245	2.5658	780	0.5342	0.6500	0.5342	0.7309
0.3245	2.5724	782	0.5991	0.6500	0.5991	0.7740
0.3245	2.5789	784	0.6290	0.6500	0.6290	0.7931
0.3245	2.5855	786	0.5585	0.6500	0.5585	0.7473
0.3245	2.5921	788	0.4815	0.6131	0.4815	0.6939
0.3245	2.5987	790	0.4464	0.5532	0.4464	0.6682
0.3245	2.6053	792	0.4414	0.4556	0.4414	0.6644
0.3245	2.6118	794	0.4302	0.4556	0.4302	0.6559
0.3245	2.6184	796	0.4311	0.5532	0.4311	0.6566
0.3245	2.625	798	0.4511	0.6831	0.4511	0.6716
0.3245	2.6316	800	0.4556	0.6831	0.4556	0.6750
0.3245	2.6382	802	0.4584	0.6831	0.4584	0.6770
0.3245	2.6447	804	0.4737	0.6831	0.4737	0.6883
0.3245	2.6513	806	0.4529	0.6516	0.4529	0.6730
0.3245	2.6579	808	0.4336	0.6759	0.4336	0.6585
0.3245	2.6645	810	0.4578	0.4731	0.4578	0.6766
0.3245	2.6711	812	0.4775	0.4731	0.4775	0.6910
0.3245	2.6776	814	0.4805	0.4731	0.4805	0.6932
0.3245	2.6842	816	0.4736	0.4731	0.4736	0.6882
0.3245	2.6908	818	0.4853	0.5381	0.4853	0.6966
0.3245	2.6974	820	0.5213	0.7059	0.5213	0.7220
0.3245	2.7039	822	0.5410	0.6516	0.5410	0.7355
0.3245	2.7105	824	0.5766	0.6983	0.5766	0.7593
0.3245	2.7171	826	0.5871	0.6983	0.5871	0.7662
0.3245	2.7237	828	0.5516	0.6516	0.5516	0.7427
0.3245	2.7303	830	0.5094	0.5532	0.5094	0.7137
0.3245	2.7368	832	0.4637	0.6516	0.4637	0.6809
0.3245	2.7434	834	0.4366	0.6805	0.4366	0.6607
0.3245	2.75	836	0.4241	0.6805	0.4241	0.6512
0.3245	2.7566	838	0.4411	0.7222	0.4411	0.6642
0.3245	2.7632	840	0.4586	0.7072	0.4586	0.6772
0.3245	2.7697	842	0.4731	0.6831	0.4731	0.6878
0.3245	2.7763	844	0.4549	0.6585	0.4549	0.6745
0.3245	2.7829	846	0.4492	0.7222	0.4492	0.6702
0.3245	2.7895	848	0.4596	0.7222	0.4596	0.6779
0.3245	2.7961	850	0.4758	0.6983	0.4758	0.6898
0.3245	2.8026	852	0.4746	0.6983	0.4746	0.6889
0.3245	2.8092	854	0.4527	0.6875	0.4527	0.6728
0.3245	2.8158	856	0.4223	0.7386	0.4223	0.6498
0.3245	2.8224	858	0.3992	0.7296	0.3992	0.6318
0.3245	2.8289	860	0.3769	0.7705	0.3769	0.6139
0.3245	2.8355	862	0.3769	0.7705	0.3769	0.6139
0.3245	2.8421	864	0.4050	0.7529	0.4050	0.6364
0.3245	2.8487	866	0.4426	0.7072	0.4426	0.6653
0.3245	2.8553	868	0.4236	0.7222	0.4236	0.6509
0.3245	2.8618	870	0.3903	0.7222	0.3903	0.6248
0.3245	2.8684	872	0.4016	0.7296	0.4016	0.6337
0.3245	2.875	874	0.4554	0.4556	0.4554	0.6748
0.3245	2.8816	876	0.4994	0.4556	0.4994	0.7067
0.3245	2.8882	878	0.5249	0.4859	0.5249	0.7245
0.3245	2.8947	880	0.5384	0.4859	0.5384	0.7338
0.3245	2.9013	882	0.5475	0.6667	0.5475	0.7399
0.3245	2.9079	884	0.5187	0.6667	0.5187	0.7202
0.3245	2.9145	886	0.4921	0.6131	0.4921	0.7015
0.3245	2.9211	888	0.4660	0.5842	0.4660	0.6826
0.3245	2.9276	890	0.4534	0.5842	0.4534	0.6733
0.3245	2.9342	892	0.4400	0.6385	0.4400	0.6633
0.3245	2.9408	894	0.4360	0.6875	0.4360	0.6603
0.3245	2.9474	896	0.4028	0.7386	0.4028	0.6347
0.3245	2.9539	898	0.3928	0.6957	0.3928	0.6267
0.3245	2.9605	900	0.3944	0.6957	0.3944	0.6280
0.3245	2.9671	902	0.4026	0.6957	0.4026	0.6345
0.3245	2.9737	904	0.4160	0.6484	0.4160	0.6450
0.3245	2.9803	906	0.4337	0.7225	0.4337	0.6585
0.3245	2.9868	908	0.4565	0.7149	0.4565	0.6756
0.3245	2.9934	910	0.4891	0.7149	0.4891	0.6993
0.3245	3.0	912	0.4708	0.7149	0.4708	0.6861
0.3245	3.0066	914	0.4310	0.7647	0.4310	0.6565
0.3245	3.0132	916	0.3929	0.7647	0.3929	0.6268
0.3245	3.0197	918	0.3732	0.7705	0.3732	0.6109
0.3245	3.0263	920	0.3801	0.6075	0.3801	0.6165
0.3245	3.0329	922	0.3958	0.5922	0.3958	0.6291
0.3245	3.0395	924	0.4037	0.5517	0.4037	0.6354
0.3245	3.0461	926	0.4215	0.58	0.4215	0.6492
0.3245	3.0526	928	0.4380	0.5381	0.4380	0.6618
0.3245	3.0592	930	0.4879	0.4859	0.4879	0.6985
0.3245	3.0658	932	0.5191	0.4859	0.5191	0.7205
0.3245	3.0724	934	0.5443	0.6147	0.5443	0.7378
0.3245	3.0789	936	0.5580	0.6147	0.5580	0.7470
0.3245	3.0855	938	0.5600	0.5917	0.5600	0.7483
0.3245	3.0921	940	0.5183	0.5917	0.5183	0.7199
0.3245	3.0987	942	0.4250	0.6983	0.4250	0.6519
0.3245	3.1053	944	0.3706	0.7386	0.3706	0.6088
0.3245	3.1118	946	0.3707	0.6847	0.3707	0.6088
0.3245	3.1184	948	0.4012	0.58	0.4012	0.6334
0.3245	3.125	950	0.3983	0.6351	0.3983	0.6311
0.3245	3.1316	952	0.3976	0.7705	0.3976	0.6306
0.3245	3.1382	954	0.4039	0.7705	0.4039	0.6355
0.3245	3.1447	956	0.4121	0.7705	0.4121	0.6419
0.3245	3.1513	958	0.4254	0.6847	0.4254	0.6523
0.3245	3.1579	960	0.4374	0.58	0.4374	0.6614
0.3245	3.1645	962	0.4242	0.6351	0.4242	0.6513
0.3245	3.1711	964	0.4120	0.6847	0.4120	0.6419
0.3245	3.1776	966	0.4089	0.7705	0.4089	0.6395
0.3245	3.1842	968	0.4449	0.7072	0.4449	0.6670
0.3245	3.1908	970	0.5410	0.6693	0.5410	0.7355
0.3245	3.1974	972	0.5774	0.6693	0.5774	0.7599
0.3245	3.2039	974	0.5906	0.6693	0.5906	0.7685
0.3245	3.2105	976	0.5553	0.6693	0.5553	0.7452
0.3245	3.2171	978	0.5652	0.6831	0.5652	0.7518
0.3245	3.2237	980	0.5505	0.6831	0.5505	0.7420
0.3245	3.2303	982	0.5282	0.6831	0.5282	0.7268
0.3245	3.2368	984	0.4956	0.6667	0.4956	0.7040
0.3245	3.2434	986	0.4847	0.4859	0.4847	0.6962
0.3245	3.25	988	0.4922	0.4556	0.4922	0.7016
0.3245	3.2566	990	0.5091	0.3787	0.5091	0.7135
0.3245	3.2632	992	0.5266	0.3787	0.5266	0.7256
0.3245	3.2697	994	0.5419	0.4859	0.5419	0.7361
0.3245	3.2763	996	0.5610	0.4859	0.5610	0.7490
0.3245	3.2829	998	0.6028	0.5570	0.6028	0.7764
0.1323	3.2895	1000	0.6643	0.5214	0.6643	0.8150
0.1323	3.2961	1002	0.6679	0.5570	0.6679	0.8172
0.1323	3.3026	1004	0.5969	0.5570	0.5969	0.7726
0.1323	3.3092	1006	0.5113	0.6831	0.5113	0.7151
0.1323	3.3158	1008	0.4648	0.6585	0.4648	0.6817
0.1323	3.3224	1010	0.4424	0.5842	0.4424	0.6651
0.1323	3.3289	1012	0.4509	0.4556	0.4509	0.6715
0.1323	3.3355	1014	0.4700	0.4556	0.4700	0.6856
0.1323	3.3421	1016	0.4785	0.4556	0.4785	0.6918
0.1323	3.3487	1018	0.4836	0.4556	0.4836	0.6954
0.1323	3.3553	1020	0.5002	0.4556	0.5002	0.7073
0.1323	3.3618	1022	0.5134	0.4556	0.5134	0.7165
0.1323	3.3684	1024	0.5362	0.6385	0.5362	0.7323
0.1323	3.375	1026	0.5805	0.6831	0.5805	0.7619
0.1323	3.3816	1028	0.5947	0.6831	0.5947	0.7712
0.1323	3.3882	1030	0.5665	0.6585	0.5665	0.7527
0.1323	3.3947	1032	0.5641	0.6934	0.5641	0.7511
0.1323	3.4013	1034	0.5242	0.7072	0.5242	0.7240
0.1323	3.4079	1036	0.4709	0.7072	0.4709	0.6863
0.1323	3.4145	1038	0.4643	0.7072	0.4643	0.6814
0.1323	3.4211	1040	0.4547	0.7072	0.4547	0.6743
0.1323	3.4276	1042	0.4651	0.7072	0.4651	0.6820
0.1323	3.4342	1044	0.4599	0.7072	0.4599	0.6782
0.1323	3.4408	1046	0.4554	0.7308	0.4554	0.6748
0.1323	3.4474	1048	0.4477	0.7308	0.4477	0.6691
0.1323	3.4539	1050	0.4313	0.7059	0.4313	0.6567
0.1323	3.4605	1052	0.4380	0.6908	0.4380	0.6618
0.1323	3.4671	1054	0.4555	0.7308	0.4555	0.6749
0.1323	3.4737	1056	0.4810	0.7308	0.4810	0.6936
0.1323	3.4803	1058	0.5062	0.7159	0.5062	0.7114
0.1323	3.4868	1060	0.5010	0.6934	0.5010	0.7078
0.1323	3.4934	1062	0.4843	0.7072	0.4843	0.6959
0.1323	3.5	1064	0.4613	0.6805	0.4613	0.6792
0.1323	3.5066	1066	0.4478	0.5962	0.4478	0.6692
0.1323	3.5132	1068	0.4492	0.5381	0.4492	0.6702
0.1323	3.5197	1070	0.4592	0.5381	0.4592	0.6776
0.1323	3.5263	1072	0.4735	0.7225	0.4735	0.6881
0.1323	3.5329	1074	0.4910	0.7225	0.4910	0.7007
0.1323	3.5395	1076	0.5284	0.7308	0.5284	0.7269
0.1323	3.5461	1078	0.5155	0.7159	0.5155	0.7180
0.1323	3.5526	1080	0.4639	0.7059	0.4639	0.6811
0.1323	3.5592	1082	0.4378	0.6957	0.4378	0.6617
0.1323	3.5658	1084	0.4375	0.6957	0.4375	0.6614
0.1323	3.5724	1086	0.4656	0.7059	0.4656	0.6823
0.1323	3.5789	1088	0.5147	0.7159	0.5147	0.7174
0.1323	3.5855	1090	0.5336	0.7159	0.5336	0.7305
0.1323	3.5921	1092	0.4967	0.7308	0.4967	0.7047
0.1323	3.5987	1094	0.4513	0.6957	0.4513	0.6718
0.1323	3.6053	1096	0.4416	0.6957	0.4416	0.6645
0.1323	3.6118	1098	0.4513	0.6957	0.4513	0.6718
0.1323	3.6184	1100	0.4673	0.6957	0.4673	0.6836
0.1323	3.625	1102	0.5128	0.6516	0.5128	0.7161
0.1323	3.6316	1104	0.5931	0.5817	0.5931	0.7701
0.1323	3.6382	1106	0.7019	0.5143	0.7019	0.8378
0.1323	3.6447	1108	0.7388	0.4531	0.7388	0.8595
0.1323	3.6513	1110	0.7001	0.5143	0.7001	0.8367
0.1323	3.6579	1112	0.6201	0.5143	0.6201	0.7875
0.1323	3.6645	1114	0.5546	0.5116	0.5546	0.7447
0.1323	3.6711	1116	0.5324	0.5	0.5324	0.7296
0.1323	3.6776	1118	0.5255	0.4324	0.5255	0.7249
0.1323	3.6842	1120	0.5204	0.4324	0.5204	0.7214
0.1323	3.6908	1122	0.5252	0.5505	0.5252	0.7247
0.1323	3.6974	1124	0.5189	0.5505	0.5189	0.7203
0.1323	3.7039	1126	0.5070	0.6516	0.5070	0.7121
0.1323	3.7105	1128	0.5341	0.6983	0.5341	0.7308
0.1323	3.7171	1130	0.5726	0.6983	0.5726	0.7567
0.1323	3.7237	1132	0.5774	0.6831	0.5774	0.7599
0.1323	3.7303	1134	0.5639	0.6983	0.5639	0.7510
0.1323	3.7368	1136	0.5654	0.6983	0.5654	0.7519
0.1323	3.7434	1138	0.6130	0.6693	0.6130	0.7829
0.1323	3.75	1140	0.6472	0.5817	0.6472	0.8045
0.1323	3.7566	1142	0.6270	0.5817	0.6270	0.7918
0.1323	3.7632	1144	0.5459	0.7470	0.5459	0.7388
0.1323	3.7697	1146	0.4774	0.7470	0.4774	0.6909
0.1323	3.7763	1148	0.4403	0.6805	0.4403	0.6636
0.1323	3.7829	1150	0.4279	0.5962	0.4279	0.6541
0.1323	3.7895	1152	0.4350	0.5962	0.4350	0.6595
0.1323	3.7961	1154	0.4527	0.6805	0.4527	0.6728
0.1323	3.8026	1156	0.4803	0.7222	0.4803	0.6930
0.1323	3.8092	1158	0.5103	0.7470	0.5103	0.7144
0.1323	3.8158	1160	0.5693	0.7159	0.5693	0.7546
0.1323	3.8224	1162	0.6298	0.6343	0.6298	0.7936
0.1323	3.8289	1164	0.6853	0.5735	0.6853	0.8278
0.1323	3.8355	1166	0.6577	0.5735	0.6577	0.8110
0.1323	3.8421	1168	0.5770	0.7159	0.5770	0.7596
0.1323	3.8487	1170	0.5358	0.7159	0.5358	0.7320
0.1323	3.8553	1172	0.4755	0.7159	0.4755	0.6895
0.1323	3.8618	1174	0.4347	0.7159	0.4347	0.6593
0.1323	3.8684	1176	0.4081	0.7222	0.4081	0.6388
0.1323	3.875	1178	0.4133	0.7470	0.4133	0.6429
0.1323	3.8816	1180	0.4157	0.7222	0.4157	0.6448
0.1323	3.8882	1182	0.4316	0.7470	0.4316	0.6570
0.1323	3.8947	1184	0.4553	0.7308	0.4553	0.6747
0.1323	3.9013	1186	0.4979	0.7308	0.4979	0.7056
0.1323	3.9079	1188	0.5001	0.7308	0.5001	0.7072
0.1323	3.9145	1190	0.4752	0.7470	0.4752	0.6893
0.1323	3.9211	1192	0.4683	0.7470	0.4683	0.6843
0.1323	3.9276	1194	0.4760	0.7470	0.4760	0.6899
0.1323	3.9342	1196	0.4926	0.7308	0.4926	0.7018
0.1323	3.9408	1198	0.5163	0.7308	0.5163	0.7185
0.1323	3.9474	1200	0.5048	0.7308	0.5048	0.7105
0.1323	3.9539	1202	0.4742	0.7308	0.4742	0.6886
0.1323	3.9605	1204	0.4452	0.7222	0.4452	0.6672
0.1323	3.9671	1206	0.4568	0.7308	0.4568	0.6759
0.1323	3.9737	1208	0.4586	0.7308	0.4586	0.6772
0.1323	3.9803	1210	0.4602	0.7159	0.4602	0.6784
0.1323	3.9868	1212	0.4387	0.7308	0.4387	0.6623
0.1323	3.9934	1214	0.4150	0.7222	0.4150	0.6442
0.1323	4.0	1216	0.3995	0.7222	0.3995	0.6321
0.1323	4.0066	1218	0.3948	0.7222	0.3948	0.6284
0.1323	4.0132	1220	0.4046	0.7222	0.4046	0.6360
0.1323	4.0197	1222	0.4151	0.7222	0.4151	0.6443
0.1323	4.0263	1224	0.4255	0.7222	0.4255	0.6523
0.1323	4.0329	1226	0.4489	0.7470	0.4489	0.6700
0.1323	4.0395	1228	0.5038	0.7021	0.5038	0.7098
0.1323	4.0461	1230	0.5184	0.7021	0.5184	0.7200
0.1323	4.0526	1232	0.4616	0.7308	0.4616	0.6794
0.1323	4.0592	1234	0.4026	0.7059	0.4026	0.6345
0.1323	4.0658	1236	0.4007	0.6957	0.4007	0.6330
0.1323	4.0724	1238	0.4097	0.5962	0.4097	0.6401
0.1323	4.0789	1240	0.4327	0.5381	0.4327	0.6578
0.1323	4.0855	1242	0.4490	0.4731	0.4490	0.6700
0.1323	4.0921	1244	0.4556	0.4731	0.4556	0.6750
0.1323	4.0987	1246	0.4553	0.4731	0.4553	0.6747
0.1323	4.1053	1248	0.4473	0.5962	0.4473	0.6688
0.1323	4.1118	1250	0.4508	0.6385	0.4508	0.6715
0.1323	4.1184	1252	0.4758	0.6983	0.4758	0.6898
0.1323	4.125	1254	0.5075	0.6983	0.5075	0.7124
0.1323	4.1316	1256	0.5115	0.6983	0.5115	0.7152
0.1323	4.1382	1258	0.4930	0.7222	0.4930	0.7022
0.1323	4.1447	1260	0.4686	0.7222	0.4686	0.6845
0.1323	4.1513	1262	0.4431	0.7222	0.4431	0.6657
0.1323	4.1579	1264	0.4253	0.6484	0.4253	0.6522
0.1323	4.1645	1266	0.4216	0.6805	0.4216	0.6493
0.1323	4.1711	1268	0.4305	0.7222	0.4305	0.6561
0.1323	4.1776	1270	0.4290	0.6805	0.4290	0.6550
0.1323	4.1842	1272	0.4300	0.6805	0.4300	0.6558
0.1323	4.1908	1274	0.4323	0.625	0.4323	0.6575
0.1323	4.1974	1276	0.4396	0.5842	0.4396	0.6630
0.1323	4.2039	1278	0.4468	0.5842	0.4468	0.6684
0.1323	4.2105	1280	0.4483	0.5236	0.4483	0.6695
0.1323	4.2171	1282	0.4599	0.4556	0.4599	0.6782
0.1323	4.2237	1284	0.4575	0.4556	0.4575	0.6764
0.1323	4.2303	1286	0.4544	0.4556	0.4544	0.6741
0.1323	4.2368	1288	0.4489	0.4556	0.4489	0.6700
0.1323	4.2434	1290	0.4458	0.5962	0.4458	0.6677
0.1323	4.25	1292	0.4405	0.6484	0.4405	0.6637
0.1323	4.2566	1294	0.4430	0.7059	0.4430	0.6656
0.1323	4.2632	1296	0.4441	0.7470	0.4441	0.6664
0.1323	4.2697	1298	0.4457	0.7470	0.4457	0.6676
0.1323	4.2763	1300	0.4707	0.7308	0.4707	0.6861
0.1323	4.2829	1302	0.4931	0.7159	0.4931	0.7022
0.1323	4.2895	1304	0.4871	0.7159	0.4871	0.6980
0.1323	4.2961	1306	0.4702	0.6934	0.4702	0.6857
0.1323	4.3026	1308	0.4406	0.7072	0.4406	0.6638
0.1323	4.3092	1310	0.4185	0.7072	0.4185	0.6469
0.1323	4.3158	1312	0.4021	0.6805	0.4021	0.6341
0.1323	4.3224	1314	0.3985	0.6805	0.3985	0.6313
0.1323	4.3289	1316	0.4042	0.6805	0.4042	0.6358
0.1323	4.3355	1318	0.4015	0.6348	0.4015	0.6337
0.1323	4.3421	1320	0.4009	0.6348	0.4009	0.6332
0.1323	4.3487	1322	0.4023	0.6805	0.4023	0.6342
0.1323	4.3553	1324	0.4004	0.6348	0.4004	0.6328
0.1323	4.3618	1326	0.4001	0.6805	0.4001	0.6326
0.1323	4.3684	1328	0.4070	0.7222	0.4070	0.6379
0.1323	4.375	1330	0.4269	0.7072	0.4269	0.6534
0.1323	4.3816	1332	0.4477	0.7159	0.4477	0.6691
0.1323	4.3882	1334	0.4681	0.7159	0.4681	0.6842
0.1323	4.3947	1336	0.4785	0.7159	0.4785	0.6917
0.1323	4.4013	1338	0.4603	0.6693	0.4603	0.6785
0.1323	4.4079	1340	0.4362	0.6983	0.4362	0.6605
0.1323	4.4145	1342	0.4075	0.7470	0.4075	0.6383
0.1323	4.4211	1344	0.4057	0.6111	0.4057	0.6370
0.1323	4.4276	1346	0.4120	0.5381	0.4120	0.6419
0.1323	4.4342	1348	0.4126	0.5381	0.4126	0.6423
0.1323	4.4408	1350	0.4123	0.5381	0.4123	0.6421
0.1323	4.4474	1352	0.4079	0.5381	0.4079	0.6387
0.1323	4.4539	1354	0.4061	0.7222	0.4061	0.6372
0.1323	4.4605	1356	0.4200	0.7222	0.4200	0.6481
0.1323	4.4671	1358	0.4497	0.7159	0.4497	0.6706
0.1323	4.4737	1360	0.4577	0.7159	0.4577	0.6765
0.1323	4.4803	1362	0.4453	0.7072	0.4453	0.6673
0.1323	4.4868	1364	0.4348	0.7072	0.4348	0.6594
0.1323	4.4934	1366	0.4362	0.7222	0.4362	0.6604
0.1323	4.5	1368	0.4409	0.7072	0.4409	0.6640
0.1323	4.5066	1370	0.4406	0.7072	0.4406	0.6638
0.1323	4.5132	1372	0.4471	0.7072	0.4471	0.6686
0.1323	4.5197	1374	0.4554	0.7072	0.4554	0.6749
0.1323	4.5263	1376	0.4740	0.7308	0.4740	0.6885
0.1323	4.5329	1378	0.5037	0.6831	0.5037	0.7097
0.1323	4.5395	1380	0.5026	0.6831	0.5026	0.7089
0.1323	4.5461	1382	0.4779	0.6831	0.4779	0.6913
0.1323	4.5526	1384	0.4717	0.6831	0.4717	0.6868
0.1323	4.5592	1386	0.4665	0.6516	0.4665	0.6830
0.1323	4.5658	1388	0.4574	0.7225	0.4574	0.6763
0.1323	4.5724	1390	0.4601	0.5381	0.4601	0.6783
0.1323	4.5789	1392	0.4499	0.5381	0.4499	0.6708
0.1323	4.5855	1394	0.4375	0.5381	0.4375	0.6614
0.1323	4.5921	1396	0.4308	0.5381	0.4308	0.6564
0.1323	4.5987	1398	0.4358	0.5962	0.4358	0.6601
0.1323	4.6053	1400	0.4369	0.6805	0.4369	0.6610
0.1323	4.6118	1402	0.4596	0.6983	0.4596	0.6779
0.1323	4.6184	1404	0.4888	0.6831	0.4888	0.6991
0.1323	4.625	1406	0.5098	0.6693	0.5098	0.7140
0.1323	4.6316	1408	0.5258	0.6693	0.5258	0.7251
0.1323	4.6382	1410	0.5157	0.6693	0.5157	0.7181
0.1323	4.6447	1412	0.5170	0.6693	0.5170	0.7190
0.1323	4.6513	1414	0.4768	0.6693	0.4768	0.6905
0.1323	4.6579	1416	0.4239	0.7222	0.4239	0.6511
0.1323	4.6645	1418	0.4015	0.6805	0.4015	0.6337
0.1323	4.6711	1420	0.3905	0.6805	0.3905	0.6249
0.1323	4.6776	1422	0.3884	0.6805	0.3884	0.6233
0.1323	4.6842	1424	0.3981	0.6805	0.3981	0.6310
0.1323	4.6908	1426	0.4153	0.7222	0.4153	0.6445
0.1323	4.6974	1428	0.4404	0.7308	0.4404	0.6636
0.1323	4.7039	1430	0.4508	0.7308	0.4508	0.6714
0.1323	4.7105	1432	0.4603	0.6831	0.4603	0.6784
0.1323	4.7171	1434	0.4547	0.6831	0.4547	0.6743
0.1323	4.7237	1436	0.4476	0.6831	0.4476	0.6690
0.1323	4.7303	1438	0.4468	0.6831	0.4468	0.6685
0.1323	4.7368	1440	0.4448	0.6831	0.4448	0.6670
0.1323	4.7434	1442	0.4515	0.6831	0.4515	0.6719
0.1323	4.75	1444	0.4430	0.7308	0.4430	0.6656
0.1323	4.7566	1446	0.4580	0.7159	0.4580	0.6767
0.1323	4.7632	1448	0.4670	0.7159	0.4670	0.6834
0.1323	4.7697	1450	0.4662	0.7021	0.4662	0.6828
0.1323	4.7763	1452	0.4247	0.6934	0.4247	0.6517
0.1323	4.7829	1454	0.4067	0.6934	0.4067	0.6377
0.1323	4.7895	1456	0.4062	0.6934	0.4062	0.6374
0.1323	4.7961	1458	0.4004	0.7220	0.4004	0.6328
0.1323	4.8026	1460	0.3991	0.7220	0.3991	0.6317
0.1323	4.8092	1462	0.4313	0.6807	0.4313	0.6567
0.1323	4.8158	1464	0.4949	0.6807	0.4949	0.7035
0.1323	4.8224	1466	0.5275	0.7021	0.5275	0.7263
0.1323	4.8289	1468	0.5110	0.7021	0.5110	0.7149
0.1323	4.8355	1470	0.5022	0.7021	0.5022	0.7087
0.1323	4.8421	1472	0.4982	0.7021	0.4982	0.7058
0.1323	4.8487	1474	0.4691	0.7021	0.4691	0.6849
0.1323	4.8553	1476	0.4274	0.7308	0.4274	0.6538
0.1323	4.8618	1478	0.4255	0.7308	0.4255	0.6523
0.1323	4.8684	1480	0.4262	0.7308	0.4262	0.6528
0.1323	4.875	1482	0.4117	0.7308	0.4117	0.6416
0.1323	4.8816	1484	0.4074	0.7072	0.4074	0.6383
0.1323	4.8882	1486	0.4133	0.7072	0.4133	0.6429
0.1323	4.8947	1488	0.4347	0.7308	0.4347	0.6593
0.1323	4.9013	1490	0.4730	0.7308	0.4730	0.6878
0.1323	4.9079	1492	0.5552	0.7021	0.5552	0.7451
0.1323	4.9145	1494	0.6202	0.5641	0.6202	0.7875
0.1323	4.9211	1496	0.6329	0.5641	0.6329	0.7955
0.1323	4.9276	1498	0.5743	0.6566	0.5743	0.7579
0.086	4.9342	1500	0.5256	0.6693	0.5256	0.7250
0.086	4.9408	1502	0.4919	0.7159	0.4919	0.7014
0.086	4.9474	1504	0.4577	0.7308	0.4577	0.6765
0.086	4.9539	1506	0.4150	0.7308	0.4150	0.6442
0.086	4.9605	1508	0.3779	0.7308	0.3779	0.6148
0.086	4.9671	1510	0.3753	0.6847	0.3753	0.6126
0.086	4.9737	1512	0.3811	0.6484	0.3811	0.6174
0.086	4.9803	1514	0.3846	0.6759	0.3846	0.6202
0.086	4.9868	1516	0.3900	0.7225	0.3900	0.6245
0.086	4.9934	1518	0.4093	0.7308	0.4093	0.6398
0.086	5.0	1520	0.4437	0.6831	0.4437	0.6661
0.086	5.0066	1522	0.4936	0.6831	0.4936	0.7026
0.086	5.0132	1524	0.5229	0.6693	0.5229	0.7231
0.086	5.0197	1526	0.5198	0.6831	0.5198	0.7210
0.086	5.0263	1528	0.5022	0.6831	0.5022	0.7087
0.086	5.0329	1530	0.4661	0.6831	0.4661	0.6827
0.086	5.0395	1532	0.4563	0.6831	0.4563	0.6755
0.086	5.0461	1534	0.4396	0.6831	0.4396	0.6630
0.086	5.0526	1536	0.4308	0.6831	0.4308	0.6563
0.086	5.0592	1538	0.4466	0.6831	0.4466	0.6683
0.086	5.0658	1540	0.4464	0.6831	0.4464	0.6682
0.086	5.0724	1542	0.4437	0.6831	0.4437	0.6661
0.086	5.0789	1544	0.4207	0.6983	0.4207	0.6486
0.086	5.0855	1546	0.4128	0.6983	0.4128	0.6425
0.086	5.0921	1548	0.4053	0.6983	0.4053	0.6367
0.086	5.0987	1550	0.4052	0.6723	0.4052	0.6366
0.086	5.1053	1552	0.4252	0.6831	0.4252	0.6521
0.086	5.1118	1554	0.4472	0.6831	0.4472	0.6687
0.086	5.1184	1556	0.4840	0.6693	0.4840	0.6957
0.086	5.125	1558	0.5037	0.6693	0.5037	0.7097
0.086	5.1316	1560	0.4900	0.6693	0.4900	0.7000
0.086	5.1382	1562	0.4533	0.6831	0.4533	0.6733
0.086	5.1447	1564	0.4100	0.6723	0.4100	0.6403
0.086	5.1513	1566	0.3907	0.625	0.3907	0.6250
0.086	5.1579	1568	0.3835	0.6111	0.3835	0.6193
0.086	5.1645	1570	0.3895	0.5561	0.3895	0.6241
0.086	5.1711	1572	0.4064	0.5728	0.4064	0.6375
0.086	5.1776	1574	0.4243	0.6723	0.4243	0.6514
0.086	5.1842	1576	0.4508	0.6723	0.4508	0.6714
0.086	5.1908	1578	0.4755	0.6585	0.4755	0.6896
0.086	5.1974	1580	0.4919	0.6831	0.4919	0.7013
0.086	5.2039	1582	0.4951	0.6831	0.4951	0.7037
0.086	5.2105	1584	0.4764	0.6831	0.4764	0.6902
0.086	5.2171	1586	0.4472	0.6585	0.4472	0.6687
0.086	5.2237	1588	0.4182	0.6585	0.4182	0.6467
0.086	5.2303	1590	0.4182	0.6585	0.4182	0.6467
0.086	5.2368	1592	0.4160	0.6585	0.4160	0.6450
0.086	5.2434	1594	0.4223	0.6585	0.4223	0.6498
0.086	5.25	1596	0.4398	0.6585	0.4398	0.6632
0.086	5.2566	1598	0.4411	0.6831	0.4411	0.6641
0.086	5.2632	1600	0.4389	0.6831	0.4389	0.6625
0.086	5.2697	1602	0.4342	0.6585	0.4342	0.6590
0.086	5.2763	1604	0.4343	0.6585	0.4343	0.6590
0.086	5.2829	1606	0.4309	0.6128	0.4309	0.6565
0.086	5.2895	1608	0.4335	0.6585	0.4335	0.6584
0.086	5.2961	1610	0.4291	0.6128	0.4291	0.6551
0.086	5.3026	1612	0.4358	0.6585	0.4358	0.6601
0.086	5.3092	1614	0.4392	0.6585	0.4392	0.6627
0.086	5.3158	1616	0.4341	0.6585	0.4341	0.6589
0.086	5.3224	1618	0.4310	0.6585	0.4310	0.6565
0.086	5.3289	1620	0.4283	0.6831	0.4283	0.6545
0.086	5.3355	1622	0.4435	0.6831	0.4435	0.6660
0.086	5.3421	1624	0.4669	0.6693	0.4669	0.6833
0.086	5.3487	1626	0.4673	0.6693	0.4673	0.6836
0.086	5.3553	1628	0.4646	0.6693	0.4646	0.6816
0.086	5.3618	1630	0.4514	0.6831	0.4514	0.6719
0.086	5.3684	1632	0.4417	0.6831	0.4417	0.6646
0.086	5.375	1634	0.4307	0.6831	0.4307	0.6563
0.086	5.3816	1636	0.4321	0.6983	0.4321	0.6573
0.086	5.3882	1638	0.4351	0.6983	0.4351	0.6596
0.086	5.3947	1640	0.4427	0.6983	0.4427	0.6653
0.086	5.4013	1642	0.4762	0.6693	0.4762	0.6901
0.086	5.4079	1644	0.4903	0.6693	0.4903	0.7002
0.086	5.4145	1646	0.4703	0.6831	0.4703	0.6858
0.086	5.4211	1648	0.4429	0.6516	0.4429	0.6655
0.086	5.4276	1650	0.4211	0.6	0.4211	0.6489
0.086	5.4342	1652	0.4105	0.6	0.4105	0.6407
0.086	5.4408	1654	0.4112	0.6516	0.4112	0.6412
0.086	5.4474	1656	0.4319	0.6831	0.4319	0.6572
0.086	5.4539	1658	0.4717	0.6693	0.4717	0.6868
0.086	5.4605	1660	0.4774	0.6693	0.4774	0.6909
0.086	5.4671	1662	0.4669	0.6693	0.4669	0.6833
0.086	5.4737	1664	0.4439	0.6693	0.4439	0.6663
0.086	5.4803	1666	0.4004	0.7308	0.4004	0.6328
0.086	5.4868	1668	0.3771	0.7072	0.3771	0.6141
0.086	5.4934	1670	0.3835	0.7072	0.3835	0.6192
0.086	5.5	1672	0.3924	0.7072	0.3924	0.6265
0.086	5.5066	1674	0.4010	0.7072	0.4010	0.6333
0.086	5.5132	1676	0.4132	0.7072	0.4132	0.6428
0.086	5.5197	1678	0.4480	0.6831	0.4480	0.6694
0.086	5.5263	1680	0.4819	0.6693	0.4819	0.6942
0.086	5.5329	1682	0.4810	0.6831	0.4810	0.6935
0.086	5.5395	1684	0.4966	0.6831	0.4966	0.7047
0.086	5.5461	1686	0.5147	0.6693	0.5147	0.7174
0.086	5.5526	1688	0.5496	0.6566	0.5496	0.7414
0.086	5.5592	1690	0.5402	0.6566	0.5402	0.7350
0.086	5.5658	1692	0.5070	0.6693	0.5070	0.7120
0.086	5.5724	1694	0.4641	0.6831	0.4641	0.6812
0.086	5.5789	1696	0.4348	0.6831	0.4348	0.6594
0.086	5.5855	1698	0.4202	0.6831	0.4202	0.6482
0.086	5.5921	1700	0.4243	0.6831	0.4243	0.6514
0.086	5.5987	1702	0.4314	0.6831	0.4314	0.6568
0.086	5.6053	1704	0.4483	0.6831	0.4483	0.6695
0.086	5.6118	1706	0.4641	0.6831	0.4641	0.6812
0.086	5.6184	1708	0.4681	0.6831	0.4681	0.6842
0.086	5.625	1710	0.4751	0.6831	0.4751	0.6892
0.086	5.6316	1712	0.4878	0.6831	0.4878	0.6984
0.086	5.6382	1714	0.4873	0.6831	0.4873	0.6981
0.086	5.6447	1716	0.4772	0.6831	0.4772	0.6908
0.086	5.6513	1718	0.4492	0.6831	0.4492	0.6702
0.086	5.6579	1720	0.4345	0.6516	0.4345	0.6591
0.086	5.6645	1722	0.4277	0.6516	0.4277	0.6540
0.086	5.6711	1724	0.4310	0.6983	0.4310	0.6565
0.086	5.6776	1726	0.4299	0.6983	0.4299	0.6557
0.086	5.6842	1728	0.4311	0.6	0.4311	0.6566
0.086	5.6908	1730	0.4424	0.6	0.4424	0.6651
0.086	5.6974	1732	0.4627	0.6	0.4627	0.6802
0.086	5.7039	1734	0.4810	0.6983	0.4810	0.6935
0.086	5.7105	1736	0.5012	0.6638	0.5012	0.7079
0.086	5.7171	1738	0.5180	0.6638	0.5180	0.7197
0.086	5.7237	1740	0.5299	0.6638	0.5299	0.7280
0.086	5.7303	1742	0.5239	0.6638	0.5239	0.7238
0.086	5.7368	1744	0.5060	0.6983	0.5060	0.7113
0.086	5.7434	1746	0.4946	0.6983	0.4946	0.7033
0.086	5.75	1748	0.4833	0.6516	0.4833	0.6952
0.086	5.7566	1750	0.4856	0.6983	0.4856	0.6969
0.086	5.7632	1752	0.4991	0.6831	0.4991	0.7065
0.086	5.7697	1754	0.5090	0.6693	0.5090	0.7134
0.086	5.7763	1756	0.4907	0.6693	0.4907	0.7005
0.086	5.7829	1758	0.4781	0.6693	0.4781	0.6915
0.086	5.7895	1760	0.4644	0.7159	0.4644	0.6815
0.086	5.7961	1762	0.4747	0.7159	0.4747	0.6890
0.086	5.8026	1764	0.4819	0.6934	0.4819	0.6942
0.086	5.8092	1766	0.5027	0.6934	0.5027	0.7090
0.086	5.8158	1768	0.4977	0.6934	0.4977	0.7055
0.086	5.8224	1770	0.4820	0.6934	0.4820	0.6943
0.086	5.8289	1772	0.4638	0.6934	0.4638	0.6811
0.086	5.8355	1774	0.4156	0.6934	0.4156	0.6447
0.086	5.8421	1776	0.4084	0.6934	0.4084	0.6391
0.086	5.8487	1778	0.4243	0.6934	0.4243	0.6514
0.086	5.8553	1780	0.4441	0.6934	0.4441	0.6664
0.086	5.8618	1782	0.4566	0.6934	0.4566	0.6757
0.086	5.8684	1784	0.4840	0.6693	0.4840	0.6957
0.086	5.875	1786	0.4802	0.6693	0.4802	0.6929
0.086	5.8816	1788	0.4554	0.6693	0.4554	0.6748
0.086	5.8882	1790	0.4582	0.6693	0.4582	0.6769
0.086	5.8947	1792	0.4596	0.6693	0.4596	0.6779
0.086	5.9013	1794	0.4703	0.6693	0.4703	0.6858
0.086	5.9079	1796	0.4880	0.6693	0.4880	0.6986
0.086	5.9145	1798	0.4916	0.6693	0.4916	0.7012
0.086	5.9211	1800	0.4828	0.6693	0.4828	0.6948
0.086	5.9276	1802	0.4731	0.6693	0.4731	0.6879
0.086	5.9342	1804	0.4575	0.6459	0.4575	0.6764
0.086	5.9408	1806	0.4417	0.625	0.4417	0.6646
0.086	5.9474	1808	0.4276	0.625	0.4276	0.6539
0.086	5.9539	1810	0.4266	0.6805	0.4266	0.6531
0.086	5.9605	1812	0.4195	0.6348	0.4195	0.6477
0.086	5.9671	1814	0.4222	0.6805	0.4222	0.6497
0.086	5.9737	1816	0.4502	0.6459	0.4502	0.6710
0.086	5.9803	1818	0.5020	0.6459	0.5020	0.7085
0.086	5.9868	1820	0.5572	0.6566	0.5572	0.7465
0.086	5.9934	1822	0.5663	0.6566	0.5663	0.7525
0.086	6.0	1824	0.5562	0.6693	0.5562	0.7458
0.086	6.0066	1826	0.5259	0.6693	0.5259	0.7252
0.086	6.0132	1828	0.4876	0.6693	0.4876	0.6983
0.086	6.0197	1830	0.4538	0.625	0.4538	0.6737
0.086	6.0263	1832	0.4316	0.625	0.4316	0.6570
0.086	6.0329	1834	0.4260	0.5842	0.4260	0.6527
0.086	6.0395	1836	0.4290	0.5842	0.4290	0.6550
0.086	6.0461	1838	0.4321	0.5842	0.4321	0.6574
0.086	6.0526	1840	0.4351	0.5842	0.4351	0.6596
0.086	6.0592	1842	0.4355	0.5728	0.4355	0.6599
0.086	6.0658	1844	0.4395	0.625	0.4395	0.6629
0.086	6.0724	1846	0.4534	0.6516	0.4534	0.6733
0.086	6.0789	1848	0.4846	0.6983	0.4846	0.6961
0.086	6.0855	1850	0.5186	0.6375	0.5186	0.7202
0.086	6.0921	1852	0.5641	0.6375	0.5641	0.7511
0.086	6.0987	1854	0.5779	0.6375	0.5779	0.7602
0.086	6.1053	1856	0.5765	0.6375	0.5765	0.7593
0.086	6.1118	1858	0.5560	0.6375	0.5560	0.7456
0.086	6.1184	1860	0.5225	0.6693	0.5225	0.7228
0.086	6.125	1862	0.4858	0.6983	0.4858	0.6970
0.086	6.1316	1864	0.4610	0.6983	0.4610	0.6790
0.086	6.1382	1866	0.4513	0.6983	0.4513	0.6718
0.086	6.1447	1868	0.4605	0.6983	0.4605	0.6786
0.086	6.1513	1870	0.4619	0.6831	0.4619	0.6796
0.086	6.1579	1872	0.4669	0.6831	0.4669	0.6833
0.086	6.1645	1874	0.4662	0.6831	0.4662	0.6828
0.086	6.1711	1876	0.4476	0.6516	0.4476	0.6690
0.086	6.1776	1878	0.4527	0.6516	0.4527	0.6728
0.086	6.1842	1880	0.4705	0.6983	0.4705	0.6860
0.086	6.1908	1882	0.5016	0.6831	0.5016	0.7082
0.086	6.1974	1884	0.5073	0.6831	0.5073	0.7123
0.086	6.2039	1886	0.4802	0.6983	0.4802	0.6929
0.086	6.2105	1888	0.4464	0.6983	0.4464	0.6681
0.086	6.2171	1890	0.4344	0.6723	0.4344	0.6591
0.086	6.2237	1892	0.4309	0.625	0.4309	0.6565
0.086	6.2303	1894	0.4329	0.625	0.4329	0.6579
0.086	6.2368	1896	0.4381	0.625	0.4381	0.6619
0.086	6.2434	1898	0.4515	0.625	0.4515	0.6719
0.086	6.25	1900	0.4701	0.6723	0.4701	0.6856
0.086	6.2566	1902	0.4975	0.6983	0.4975	0.7053
0.086	6.2632	1904	0.5460	0.6693	0.5460	0.7389
0.086	6.2697	1906	0.5615	0.6566	0.5615	0.7493
0.086	6.2763	1908	0.5830	0.6260	0.5830	0.7635
0.086	6.2829	1910	0.5714	0.6566	0.5714	0.7559
0.086	6.2895	1912	0.5431	0.6566	0.5431	0.7369
0.086	6.2961	1914	0.5073	0.6693	0.5073	0.7123
0.086	6.3026	1916	0.4896	0.6693	0.4896	0.6997
0.086	6.3092	1918	0.4736	0.6983	0.4736	0.6882
0.086	6.3158	1920	0.4552	0.6723	0.4552	0.6747
0.086	6.3224	1922	0.4273	0.6723	0.4273	0.6537
0.086	6.3289	1924	0.4030	0.7222	0.4030	0.6348
0.086	6.3355	1926	0.3896	0.6805	0.3896	0.6242
0.086	6.3421	1928	0.3880	0.6805	0.3880	0.6229
0.086	6.3487	1930	0.3988	0.7222	0.3988	0.6315
0.086	6.3553	1932	0.4147	0.6723	0.4147	0.6440
0.086	6.3618	1934	0.4263	0.7222	0.4263	0.6529
0.086	6.3684	1936	0.4480	0.7222	0.4480	0.6694
0.086	6.375	1938	0.4687	0.7072	0.4687	0.6846
0.086	6.3816	1940	0.4824	0.6934	0.4824	0.6945
0.086	6.3882	1942	0.4725	0.7222	0.4725	0.6874
0.086	6.3947	1944	0.4719	0.6723	0.4719	0.6870
0.086	6.4013	1946	0.4591	0.6723	0.4591	0.6776
0.086	6.4079	1948	0.4483	0.6723	0.4483	0.6695
0.086	6.4145	1950	0.4528	0.6723	0.4528	0.6729
0.086	6.4211	1952	0.4708	0.6723	0.4708	0.6862
0.086	6.4276	1954	0.5131	0.6831	0.5131	0.7163
0.086	6.4342	1956	0.5490	0.6566	0.5490	0.7410
0.086	6.4408	1958	0.5608	0.6566	0.5608	0.7489
0.086	6.4474	1960	0.5448	0.6693	0.5448	0.7381
0.086	6.4539	1962	0.5159	0.6831	0.5159	0.7182
0.086	6.4605	1964	0.4905	0.6983	0.4905	0.7004
0.086	6.4671	1966	0.4726	0.6516	0.4726	0.6874
0.086	6.4737	1968	0.4704	0.6516	0.4704	0.6859
0.086	6.4803	1970	0.4699	0.6516	0.4699	0.6855
0.086	6.4868	1972	0.4766	0.6516	0.4766	0.6903
0.086	6.4934	1974	0.4951	0.6638	0.4951	0.7037
0.086	6.5	1976	0.5102	0.6638	0.5102	0.7143
0.086	6.5066	1978	0.5036	0.6638	0.5036	0.7096
0.086	6.5132	1980	0.4946	0.6516	0.4946	0.7033
0.086	6.5197	1982	0.4839	0.6516	0.4839	0.6956
0.086	6.5263	1984	0.4731	0.6516	0.4731	0.6878
0.086	6.5329	1986	0.4569	0.625	0.4569	0.6759
0.086	6.5395	1988	0.4509	0.625	0.4509	0.6715
0.086	6.5461	1990	0.4503	0.625	0.4503	0.6710
0.086	6.5526	1992	0.4576	0.625	0.4576	0.6764
0.086	6.5592	1994	0.4646	0.6516	0.4646	0.6816
0.086	6.5658	1996	0.4692	0.6516	0.4692	0.6850
0.086	6.5724	1998	0.4740	0.6983	0.4740	0.6885
0.0598	6.5789	2000	0.4731	0.6983	0.4731	0.6878
0.0598	6.5855	2002	0.4838	0.6983	0.4838	0.6956
0.0598	6.5921	2004	0.4918	0.6983	0.4918	0.7013
0.0598	6.5987	2006	0.5031	0.6638	0.5031	0.7093
0.0598	6.6053	2008	0.5144	0.6638	0.5144	0.7172
0.0598	6.6118	2010	0.5017	0.6983	0.5017	0.7083
0.0598	6.6184	2012	0.4944	0.6983	0.4944	0.7032
0.0598	6.625	2014	0.4791	0.6983	0.4791	0.6922
0.0598	6.6316	2016	0.4759	0.6983	0.4759	0.6898
0.0598	6.6382	2018	0.4767	0.6983	0.4767	0.6905
0.0598	6.6447	2020	0.4724	0.6723	0.4724	0.6873
0.0598	6.6513	2022	0.4669	0.7222	0.4669	0.6833
0.0598	6.6579	2024	0.4839	0.7072	0.4839	0.6956
0.0598	6.6645	2026	0.5130	0.7072	0.5130	0.7162
0.0598	6.6711	2028	0.5284	0.7072	0.5284	0.7269
0.0598	6.6776	2030	0.5281	0.7072	0.5281	0.7267
0.0598	6.6842	2032	0.5182	0.7072	0.5182	0.7198
0.0598	6.6908	2034	0.4915	0.7072	0.4915	0.7011
0.0598	6.6974	2036	0.4600	0.7072	0.4600	0.6782
0.0598	6.7039	2038	0.4443	0.7072	0.4443	0.6666
0.0598	6.7105	2040	0.4301	0.7222	0.4301	0.6558
0.0598	6.7171	2042	0.4225	0.6805	0.4225	0.6500
0.0598	6.7237	2044	0.4265	0.6805	0.4265	0.6531
0.0598	6.7303	2046	0.4380	0.7222	0.4380	0.6618
0.0598	6.7368	2048	0.4396	0.7222	0.4396	0.6630
0.0598	6.7434	2050	0.4442	0.7222	0.4442	0.6665
0.0598	6.75	2052	0.4503	0.7222	0.4503	0.6710
0.0598	6.7566	2054	0.4547	0.7222	0.4547	0.6743
0.0598	6.7632	2056	0.4596	0.7222	0.4596	0.6779
0.0598	6.7697	2058	0.4536	0.7222	0.4536	0.6735
0.0598	6.7763	2060	0.4462	0.7222	0.4462	0.6679
0.0598	6.7829	2062	0.4481	0.6983	0.4481	0.6694
0.0598	6.7895	2064	0.4526	0.6831	0.4526	0.6728
0.0598	6.7961	2066	0.4482	0.6831	0.4482	0.6695
0.0598	6.8026	2068	0.4444	0.6983	0.4444	0.6666
0.0598	6.8092	2070	0.4509	0.6831	0.4509	0.6715
0.0598	6.8158	2072	0.4553	0.6831	0.4553	0.6748
0.0598	6.8224	2074	0.4494	0.6585	0.4494	0.6704
0.0598	6.8289	2076	0.4318	0.6723	0.4318	0.6571
0.0598	6.8355	2078	0.4214	0.625	0.4214	0.6492
0.0598	6.8421	2080	0.4227	0.5842	0.4227	0.6502
0.0598	6.8487	2082	0.4293	0.5842	0.4293	0.6552
0.0598	6.8553	2084	0.4359	0.5842	0.4359	0.6602
0.0598	6.8618	2086	0.4406	0.6723	0.4406	0.6638
0.0598	6.8684	2088	0.4480	0.6723	0.4480	0.6693
0.0598	6.875	2090	0.4528	0.6723	0.4528	0.6729
0.0598	6.8816	2092	0.4656	0.6723	0.4656	0.6823
0.0598	6.8882	2094	0.4739	0.6723	0.4739	0.6884
0.0598	6.8947	2096	0.4896	0.6585	0.4896	0.6997
0.0598	6.9013	2098	0.4940	0.6585	0.4940	0.7028
0.0598	6.9079	2100	0.4804	0.6585	0.4804	0.6931
0.0598	6.9145	2102	0.4640	0.6585	0.4640	0.6812
0.0598	6.9211	2104	0.4524	0.6585	0.4524	0.6726
0.0598	6.9276	2106	0.4412	0.7222	0.4412	0.6642
0.0598	6.9342	2108	0.4408	0.7072	0.4408	0.6639
0.0598	6.9408	2110	0.4357	0.7222	0.4357	0.6601
0.0598	6.9474	2112	0.4268	0.7222	0.4268	0.6533
0.0598	6.9539	2114	0.4213	0.7222	0.4213	0.6491
0.0598	6.9605	2116	0.4296	0.7222	0.4296	0.6554
0.0598	6.9671	2118	0.4241	0.7222	0.4241	0.6512
0.0598	6.9737	2120	0.4299	0.7222	0.4299	0.6557
0.0598	6.9803	2122	0.4459	0.7222	0.4459	0.6677
0.0598	6.9868	2124	0.4804	0.6585	0.4804	0.6931
0.0598	6.9934	2126	0.5055	0.6693	0.5055	0.7110
0.0598	7.0	2128	0.5293	0.6693	0.5293	0.7275
0.0598	7.0066	2130	0.5453	0.6693	0.5453	0.7384
0.0598	7.0132	2132	0.5307	0.6693	0.5307	0.7285
0.0598	7.0197	2134	0.5016	0.6831	0.5016	0.7082
0.0598	7.0263	2136	0.4730	0.6831	0.4730	0.6877
0.0598	7.0329	2138	0.4450	0.6983	0.4450	0.6671
0.0598	7.0395	2140	0.4318	0.6983	0.4318	0.6571
0.0598	7.0461	2142	0.4268	0.6983	0.4268	0.6533
0.0598	7.0526	2144	0.4253	0.6983	0.4253	0.6522
0.0598	7.0592	2146	0.4218	0.6983	0.4218	0.6495
0.0598	7.0658	2148	0.4199	0.6983	0.4199	0.6480
0.0598	7.0724	2150	0.4254	0.6983	0.4254	0.6522
0.0598	7.0789	2152	0.4298	0.6983	0.4298	0.6556
0.0598	7.0855	2154	0.4385	0.6983	0.4385	0.6622
0.0598	7.0921	2156	0.4540	0.6983	0.4540	0.6738
0.0598	7.0987	2158	0.4613	0.7470	0.4613	0.6792
0.0598	7.1053	2160	0.4589	0.7222	0.4589	0.6774
0.0598	7.1118	2162	0.4513	0.7222	0.4513	0.6718
0.0598	7.1184	2164	0.4348	0.7222	0.4348	0.6594
0.0598	7.125	2166	0.4312	0.7222	0.4312	0.6566
0.0598	7.1316	2168	0.4248	0.7222	0.4248	0.6517
0.0598	7.1382	2170	0.4156	0.7222	0.4156	0.6446
0.0598	7.1447	2172	0.4057	0.7222	0.4057	0.6369
0.0598	7.1513	2174	0.4041	0.7222	0.4041	0.6357
0.0598	7.1579	2176	0.3991	0.7222	0.3991	0.6317
0.0598	7.1645	2178	0.3914	0.6805	0.3914	0.6256
0.0598	7.1711	2180	0.3880	0.6957	0.3880	0.6229
0.0598	7.1776	2182	0.3893	0.6957	0.3893	0.6239
0.0598	7.1842	2184	0.3912	0.6957	0.3912	0.6255
0.0598	7.1908	2186	0.3992	0.6957	0.3992	0.6318
0.0598	7.1974	2188	0.4041	0.6957	0.4041	0.6357
0.0598	7.2039	2190	0.4110	0.6957	0.4110	0.6411
0.0598	7.2105	2192	0.4194	0.625	0.4194	0.6476
0.0598	7.2171	2194	0.4250	0.625	0.4250	0.6519
0.0598	7.2237	2196	0.4269	0.625	0.4269	0.6534
0.0598	7.2303	2198	0.4251	0.6723	0.4251	0.6520
0.0598	7.2368	2200	0.4267	0.6723	0.4267	0.6532
0.0598	7.2434	2202	0.4234	0.6723	0.4234	0.6507
0.0598	7.25	2204	0.4287	0.6723	0.4287	0.6548
0.0598	7.2566	2206	0.4400	0.6723	0.4400	0.6634
0.0598	7.2632	2208	0.4364	0.6723	0.4364	0.6606
0.0598	7.2697	2210	0.4301	0.6723	0.4301	0.6558
0.0598	7.2763	2212	0.4229	0.6723	0.4229	0.6503
0.0598	7.2829	2214	0.4268	0.6723	0.4268	0.6533
0.0598	7.2895	2216	0.4429	0.6723	0.4429	0.6655
0.0598	7.2961	2218	0.4580	0.6566	0.4580	0.6767
0.0598	7.3026	2220	0.4472	0.6693	0.4472	0.6688
0.0598	7.3092	2222	0.4269	0.6983	0.4269	0.6534
0.0598	7.3158	2224	0.4043	0.6723	0.4043	0.6359
0.0598	7.3224	2226	0.3909	0.625	0.3909	0.6252
0.0598	7.3289	2228	0.3848	0.625	0.3848	0.6204
0.0598	7.3355	2230	0.3844	0.6957	0.3844	0.6200
0.0598	7.3421	2232	0.3857	0.6957	0.3857	0.6210
0.0598	7.3487	2234	0.3926	0.625	0.3926	0.6266
0.0598	7.3553	2236	0.4059	0.625	0.4059	0.6371
0.0598	7.3618	2238	0.4327	0.6983	0.4327	0.6578
0.0598	7.3684	2240	0.4672	0.6693	0.4672	0.6835
0.0598	7.375	2242	0.5003	0.6566	0.5003	0.7073
0.0598	7.3816	2244	0.5110	0.6566	0.5110	0.7148
0.0598	7.3882	2246	0.5093	0.6566	0.5093	0.7137
0.0598	7.3947	2248	0.5020	0.6566	0.5020	0.7085
0.0598	7.4013	2250	0.4872	0.6693	0.4872	0.6980
0.0598	7.4079	2252	0.4690	0.6693	0.4690	0.6848
0.0598	7.4145	2254	0.4437	0.6983	0.4437	0.6661
0.0598	7.4211	2256	0.4326	0.6983	0.4326	0.6577
0.0598	7.4276	2258	0.4319	0.6983	0.4319	0.6572
0.0598	7.4342	2260	0.4359	0.6983	0.4359	0.6602
0.0598	7.4408	2262	0.4295	0.6983	0.4295	0.6553
0.0598	7.4474	2264	0.4208	0.6983	0.4208	0.6487
0.0598	7.4539	2266	0.4220	0.6983	0.4220	0.6496
0.0598	7.4605	2268	0.4307	0.6983	0.4307	0.6563
0.0598	7.4671	2270	0.4424	0.6983	0.4424	0.6652
0.0598	7.4737	2272	0.4457	0.6831	0.4457	0.6676
0.0598	7.4803	2274	0.4430	0.6983	0.4430	0.6655
0.0598	7.4868	2276	0.4401	0.6983	0.4401	0.6634
0.0598	7.4934	2278	0.4344	0.6983	0.4344	0.6591
0.0598	7.5	2280	0.4327	0.6723	0.4327	0.6578
0.0598	7.5066	2282	0.4413	0.6723	0.4413	0.6643
0.0598	7.5132	2284	0.4399	0.6723	0.4399	0.6633
0.0598	7.5197	2286	0.4348	0.6723	0.4348	0.6594
0.0598	7.5263	2288	0.4350	0.6723	0.4350	0.6595
0.0598	7.5329	2290	0.4433	0.6723	0.4433	0.6658
0.0598	7.5395	2292	0.4504	0.6585	0.4504	0.6711
0.0598	7.5461	2294	0.4459	0.6723	0.4459	0.6677
0.0598	7.5526	2296	0.4361	0.7222	0.4361	0.6603
0.0598	7.5592	2298	0.4232	0.7222	0.4232	0.6506
0.0598	7.5658	2300	0.4209	0.7222	0.4209	0.6487
0.0598	7.5724	2302	0.4214	0.7222	0.4214	0.6492
0.0598	7.5789	2304	0.4309	0.7222	0.4309	0.6564
0.0598	7.5855	2306	0.4303	0.7222	0.4303	0.6559
0.0598	7.5921	2308	0.4204	0.7222	0.4204	0.6484
0.0598	7.5987	2310	0.4130	0.6805	0.4130	0.6427
0.0598	7.6053	2312	0.4113	0.6805	0.4113	0.6414
0.0598	7.6118	2314	0.4148	0.625	0.4148	0.6440
0.0598	7.6184	2316	0.4202	0.625	0.4202	0.6482
0.0598	7.625	2318	0.4325	0.6723	0.4325	0.6576
0.0598	7.6316	2320	0.4506	0.6723	0.4506	0.6713
0.0598	7.6382	2322	0.4790	0.6459	0.4790	0.6921
0.0598	7.6447	2324	0.5215	0.6566	0.5215	0.7222
0.0598	7.6513	2326	0.5632	0.6566	0.5632	0.7505
0.0598	7.6579	2328	0.5821	0.6566	0.5821	0.7630
0.0598	7.6645	2330	0.5862	0.6566	0.5862	0.7656
0.0598	7.6711	2332	0.5722	0.6566	0.5722	0.7565
0.0598	7.6776	2334	0.5423	0.6566	0.5423	0.7364
0.0598	7.6842	2336	0.5147	0.6693	0.5147	0.7174
0.0598	7.6908	2338	0.4916	0.6585	0.4916	0.7011
0.0598	7.6974	2340	0.4741	0.6585	0.4741	0.6886
0.0598	7.7039	2342	0.4688	0.6585	0.4688	0.6847
0.0598	7.7105	2344	0.4651	0.6585	0.4651	0.6820
0.0598	7.7171	2346	0.4589	0.6585	0.4589	0.6775
0.0598	7.7237	2348	0.4553	0.6585	0.4553	0.6748
0.0598	7.7303	2350	0.4512	0.6585	0.4512	0.6718
0.0598	7.7368	2352	0.4466	0.6723	0.4466	0.6683
0.0598	7.7434	2354	0.4525	0.6585	0.4525	0.6727
0.0598	7.75	2356	0.4637	0.6585	0.4637	0.6810
0.0598	7.7566	2358	0.4725	0.6585	0.4725	0.6874
0.0598	7.7632	2360	0.4756	0.6585	0.4756	0.6896
0.0598	7.7697	2362	0.4785	0.6585	0.4785	0.6917
0.0598	7.7763	2364	0.4758	0.6585	0.4758	0.6898
0.0598	7.7829	2366	0.4770	0.6459	0.4770	0.6907
0.0598	7.7895	2368	0.4830	0.6693	0.4830	0.6950
0.0598	7.7961	2370	0.4838	0.6343	0.4838	0.6955
0.0598	7.8026	2372	0.4826	0.6343	0.4826	0.6947
0.0598	7.8092	2374	0.4793	0.6343	0.4793	0.6923
0.0598	7.8158	2376	0.4811	0.6343	0.4811	0.6936
0.0598	7.8224	2378	0.4756	0.6459	0.4756	0.6897
0.0598	7.8289	2380	0.4614	0.6459	0.4614	0.6792
0.0598	7.8355	2382	0.4484	0.7072	0.4484	0.6696
0.0598	7.8421	2384	0.4437	0.7072	0.4437	0.6661
0.0598	7.8487	2386	0.4474	0.7072	0.4474	0.6689
0.0598	7.8553	2388	0.4536	0.6934	0.4536	0.6735
0.0598	7.8618	2390	0.4600	0.6934	0.4600	0.6782
0.0598	7.8684	2392	0.4786	0.6459	0.4786	0.6918
0.0598	7.875	2394	0.4860	0.6343	0.4860	0.6971
0.0598	7.8816	2396	0.4856	0.6343	0.4856	0.6969
0.0598	7.8882	2398	0.4825	0.6459	0.4825	0.6946
0.0598	7.8947	2400	0.4733	0.6459	0.4733	0.6880
0.0598	7.9013	2402	0.4643	0.6585	0.4643	0.6814
0.0598	7.9079	2404	0.4503	0.6585	0.4503	0.6710
0.0598	7.9145	2406	0.4423	0.6585	0.4423	0.6650
0.0598	7.9211	2408	0.4401	0.6585	0.4401	0.6634
0.0598	7.9276	2410	0.4402	0.6585	0.4402	0.6635
0.0598	7.9342	2412	0.4481	0.6585	0.4481	0.6694
0.0598	7.9408	2414	0.4596	0.6585	0.4596	0.6779
0.0598	7.9474	2416	0.4736	0.6585	0.4736	0.6882
0.0598	7.9539	2418	0.4853	0.6831	0.4853	0.6966
0.0598	7.9605	2420	0.5002	0.6831	0.5002	0.7072
0.0598	7.9671	2422	0.5082	0.6693	0.5082	0.7129
0.0598	7.9737	2424	0.5170	0.6693	0.5170	0.7190
0.0598	7.9803	2426	0.5179	0.6693	0.5179	0.7197
0.0598	7.9868	2428	0.5278	0.6566	0.5278	0.7265
0.0598	7.9934	2430	0.5397	0.6566	0.5397	0.7346
0.0598	8.0	2432	0.5567	0.6566	0.5567	0.7461
0.0598	8.0066	2434	0.5772	0.6260	0.5772	0.7597
0.0598	8.0132	2436	0.5933	0.6260	0.5933	0.7703
0.0598	8.0197	2438	0.5988	0.6260	0.5988	0.7738
0.0598	8.0263	2440	0.5921	0.6260	0.5921	0.7695
0.0598	8.0329	2442	0.5758	0.6260	0.5758	0.7588
0.0598	8.0395	2444	0.5546	0.6260	0.5546	0.7447
0.0598	8.0461	2446	0.5251	0.6500	0.5251	0.7247
0.0598	8.0526	2448	0.4957	0.6831	0.4957	0.7041
0.0598	8.0592	2450	0.4781	0.6831	0.4781	0.6915
0.0598	8.0658	2452	0.4652	0.6831	0.4652	0.6820
0.0598	8.0724	2454	0.4540	0.6128	0.4540	0.6738
0.0598	8.0789	2456	0.4522	0.6128	0.4522	0.6725
0.0598	8.0855	2458	0.4584	0.6585	0.4584	0.6771
0.0598	8.0921	2460	0.4676	0.6831	0.4676	0.6838
0.0598	8.0987	2462	0.4703	0.6585	0.4703	0.6858
0.0598	8.1053	2464	0.4819	0.6585	0.4819	0.6942
0.0598	8.1118	2466	0.4916	0.6585	0.4916	0.7012
0.0598	8.1184	2468	0.5022	0.6459	0.5022	0.7086
0.0598	8.125	2470	0.5119	0.6343	0.5119	0.7155
0.0598	8.1316	2472	0.5167	0.6343	0.5167	0.7188
0.0598	8.1382	2474	0.5112	0.6343	0.5112	0.7150
0.0598	8.1447	2476	0.5167	0.6343	0.5167	0.7188
0.0598	8.1513	2478	0.5190	0.6343	0.5190	0.7204
0.0598	8.1579	2480	0.5184	0.6343	0.5184	0.7200
0.0598	8.1645	2482	0.5125	0.6343	0.5125	0.7159
0.0598	8.1711	2484	0.5048	0.6343	0.5048	0.7105
0.0598	8.1776	2486	0.4888	0.6459	0.4888	0.6991
0.0598	8.1842	2488	0.4752	0.6459	0.4752	0.6894
0.0598	8.1908	2490	0.4691	0.6459	0.4691	0.6849
0.0598	8.1974	2492	0.4681	0.6459	0.4681	0.6842
0.0598	8.2039	2494	0.4675	0.6459	0.4675	0.6837
0.0598	8.2105	2496	0.4718	0.6459	0.4718	0.6869
0.0598	8.2171	2498	0.4829	0.6459	0.4829	0.6949
0.0481	8.2237	2500	0.4921	0.6459	0.4921	0.7015
0.0481	8.2303	2502	0.5046	0.6343	0.5046	0.7104
0.0481	8.2368	2504	0.5229	0.6343	0.5229	0.7231
0.0481	8.2434	2506	0.5397	0.6343	0.5397	0.7347
0.0481	8.25	2508	0.5517	0.6343	0.5517	0.7428
0.0481	8.2566	2510	0.5524	0.6343	0.5524	0.7432
0.0481	8.2632	2512	0.5633	0.6566	0.5633	0.7505
0.0481	8.2697	2514	0.5713	0.6566	0.5713	0.7559
0.0481	8.2763	2516	0.5828	0.6566	0.5828	0.7634
0.0481	8.2829	2518	0.5755	0.6566	0.5755	0.7586
0.0481	8.2895	2520	0.5612	0.6566	0.5612	0.7492
0.0481	8.2961	2522	0.5489	0.6566	0.5489	0.7409
0.0481	8.3026	2524	0.5280	0.6566	0.5280	0.7266
0.0481	8.3092	2526	0.5068	0.6343	0.5068	0.7119
0.0481	8.3158	2528	0.4895	0.6343	0.4895	0.6996
0.0481	8.3224	2530	0.4753	0.6343	0.4753	0.6894
0.0481	8.3289	2532	0.4680	0.6459	0.4680	0.6841
0.0481	8.3355	2534	0.4626	0.6585	0.4626	0.6801
0.0481	8.3421	2536	0.4598	0.6585	0.4598	0.6781
0.0481	8.3487	2538	0.4530	0.6723	0.4530	0.6730
0.0481	8.3553	2540	0.4494	0.6723	0.4494	0.6704
0.0481	8.3618	2542	0.4486	0.6723	0.4486	0.6698
0.0481	8.3684	2544	0.4527	0.6723	0.4527	0.6728
0.0481	8.375	2546	0.4651	0.6585	0.4651	0.6820
0.0481	8.3816	2548	0.4785	0.6459	0.4785	0.6917
0.0481	8.3882	2550	0.4910	0.6343	0.4910	0.7007
0.0481	8.3947	2552	0.4993	0.6343	0.4993	0.7066
0.0481	8.4013	2554	0.5091	0.6566	0.5091	0.7135
0.0481	8.4079	2556	0.5118	0.6566	0.5118	0.7154
0.0481	8.4145	2558	0.5137	0.6566	0.5137	0.7168
0.0481	8.4211	2560	0.5137	0.6566	0.5137	0.7167
0.0481	8.4276	2562	0.5113	0.6566	0.5113	0.7151
0.0481	8.4342	2564	0.5040	0.6566	0.5040	0.7099
0.0481	8.4408	2566	0.4975	0.6566	0.4975	0.7053
0.0481	8.4474	2568	0.4941	0.6566	0.4941	0.7029
0.0481	8.4539	2570	0.4947	0.6566	0.4947	0.7033
0.0481	8.4605	2572	0.5006	0.6566	0.5006	0.7076
0.0481	8.4671	2574	0.5055	0.6566	0.5055	0.7110
0.0481	8.4737	2576	0.5065	0.6566	0.5065	0.7117
0.0481	8.4803	2578	0.5052	0.6566	0.5052	0.7107
0.0481	8.4868	2580	0.5045	0.6566	0.5045	0.7103
0.0481	8.4934	2582	0.5073	0.6566	0.5073	0.7123
0.0481	8.5	2584	0.5143	0.6566	0.5143	0.7172
0.0481	8.5066	2586	0.5190	0.6566	0.5190	0.7204
0.0481	8.5132	2588	0.5195	0.6566	0.5195	0.7208
0.0481	8.5197	2590	0.5199	0.6566	0.5199	0.7211
0.0481	8.5263	2592	0.5205	0.6566	0.5205	0.7214
0.0481	8.5329	2594	0.5198	0.6566	0.5198	0.7210
0.0481	8.5395	2596	0.5075	0.6566	0.5075	0.7124
0.0481	8.5461	2598	0.4913	0.6343	0.4913	0.7009
0.0481	8.5526	2600	0.4789	0.6343	0.4789	0.6920
0.0481	8.5592	2602	0.4763	0.6343	0.4763	0.6902
0.0481	8.5658	2604	0.4811	0.6343	0.4811	0.6936
0.0481	8.5724	2606	0.4832	0.6343	0.4832	0.6951
0.0481	8.5789	2608	0.4800	0.6343	0.4800	0.6928
0.0481	8.5855	2610	0.4701	0.6459	0.4701	0.6857
0.0481	8.5921	2612	0.4632	0.6585	0.4632	0.6806
0.0481	8.5987	2614	0.4576	0.6723	0.4576	0.6765
0.0481	8.6053	2616	0.4600	0.6723	0.4600	0.6783
0.0481	8.6118	2618	0.4609	0.6723	0.4609	0.6789
0.0481	8.6184	2620	0.4610	0.6723	0.4610	0.6790
0.0481	8.625	2622	0.4714	0.6585	0.4714	0.6866
0.0481	8.6316	2624	0.4928	0.6566	0.4928	0.7020
0.0481	8.6382	2626	0.5264	0.6566	0.5264	0.7256
0.0481	8.6447	2628	0.5602	0.6566	0.5602	0.7485
0.0481	8.6513	2630	0.5863	0.6566	0.5863	0.7657
0.0481	8.6579	2632	0.6073	0.6566	0.6073	0.7793
0.0481	8.6645	2634	0.6175	0.6566	0.6175	0.7858
0.0481	8.6711	2636	0.6208	0.5942	0.6208	0.7879
0.0481	8.6776	2638	0.6255	0.5942	0.6255	0.7909
0.0481	8.6842	2640	0.6183	0.5942	0.6183	0.7863
0.0481	8.6908	2642	0.5966	0.6566	0.5966	0.7724
0.0481	8.6974	2644	0.5634	0.6566	0.5634	0.7506
0.0481	8.7039	2646	0.5341	0.6566	0.5341	0.7308
0.0481	8.7105	2648	0.5073	0.6566	0.5073	0.7122
0.0481	8.7171	2650	0.4854	0.6343	0.4854	0.6967
0.0481	8.7237	2652	0.4713	0.6459	0.4713	0.6865
0.0481	8.7303	2654	0.4583	0.6585	0.4583	0.6770
0.0481	8.7368	2656	0.4509	0.6723	0.4509	0.6715
0.0481	8.7434	2658	0.4474	0.6723	0.4474	0.6689
0.0481	8.75	2660	0.4506	0.6585	0.4506	0.6713
0.0481	8.7566	2662	0.4546	0.6585	0.4546	0.6742
0.0481	8.7632	2664	0.4596	0.6585	0.4596	0.6779
0.0481	8.7697	2666	0.4632	0.6459	0.4632	0.6806
0.0481	8.7763	2668	0.4622	0.6459	0.4622	0.6799
0.0481	8.7829	2670	0.4589	0.6585	0.4589	0.6774
0.0481	8.7895	2672	0.4533	0.6723	0.4533	0.6733
0.0481	8.7961	2674	0.4496	0.6723	0.4496	0.6705
0.0481	8.8026	2676	0.4446	0.6723	0.4446	0.6668
0.0481	8.8092	2678	0.4504	0.6723	0.4504	0.6711
0.0481	8.8158	2680	0.4571	0.6585	0.4571	0.6761
0.0481	8.8224	2682	0.4684	0.6459	0.4684	0.6844
0.0481	8.8289	2684	0.4771	0.6459	0.4771	0.6907
0.0481	8.8355	2686	0.4848	0.6459	0.4848	0.6963
0.0481	8.8421	2688	0.4826	0.6459	0.4826	0.6947
0.0481	8.8487	2690	0.4768	0.6459	0.4768	0.6905
0.0481	8.8553	2692	0.4705	0.6459	0.4705	0.6859
0.0481	8.8618	2694	0.4697	0.6459	0.4697	0.6854
0.0481	8.8684	2696	0.4731	0.6459	0.4731	0.6879
0.0481	8.875	2698	0.4857	0.6343	0.4857	0.6970
0.0481	8.8816	2700	0.5045	0.6343	0.5045	0.7103
0.0481	8.8882	2702	0.5155	0.6343	0.5155	0.7180
0.0481	8.8947	2704	0.5115	0.6343	0.5115	0.7152
0.0481	8.9013	2706	0.5046	0.6343	0.5046	0.7104
0.0481	8.9079	2708	0.5062	0.6343	0.5062	0.7115
0.0481	8.9145	2710	0.5154	0.6566	0.5154	0.7179
0.0481	8.9211	2712	0.5200	0.6566	0.5200	0.7211
0.0481	8.9276	2714	0.5180	0.6566	0.5180	0.7197
0.0481	8.9342	2716	0.5143	0.6566	0.5143	0.7172
0.0481	8.9408	2718	0.5080	0.6566	0.5080	0.7128
0.0481	8.9474	2720	0.5056	0.6566	0.5056	0.7110
0.0481	8.9539	2722	0.4972	0.6566	0.4972	0.7052
0.0481	8.9605	2724	0.4837	0.6566	0.4837	0.6955
0.0481	8.9671	2726	0.4674	0.6693	0.4674	0.6836
0.0481	8.9737	2728	0.4539	0.6831	0.4539	0.6737
0.0481	8.9803	2730	0.4450	0.6831	0.4450	0.6670
0.0481	8.9868	2732	0.4415	0.6723	0.4415	0.6645
0.0481	8.9934	2734	0.4433	0.6723	0.4433	0.6658
0.0481	9.0	2736	0.4441	0.6723	0.4441	0.6664
0.0481	9.0066	2738	0.4447	0.6723	0.4447	0.6669
0.0481	9.0132	2740	0.4445	0.6723	0.4445	0.6667
0.0481	9.0197	2742	0.4421	0.6723	0.4421	0.6649
0.0481	9.0263	2744	0.4402	0.6723	0.4402	0.6635
0.0481	9.0329	2746	0.4434	0.6723	0.4434	0.6659
0.0481	9.0395	2748	0.4486	0.6723	0.4486	0.6698
0.0481	9.0461	2750	0.4535	0.6585	0.4535	0.6734
0.0481	9.0526	2752	0.4592	0.6585	0.4592	0.6777
0.0481	9.0592	2754	0.4645	0.6585	0.4645	0.6816
0.0481	9.0658	2756	0.4687	0.6459	0.4687	0.6846
0.0481	9.0724	2758	0.4772	0.6459	0.4772	0.6908
0.0481	9.0789	2760	0.4877	0.6459	0.4877	0.6983
0.0481	9.0855	2762	0.4907	0.6343	0.4907	0.7005
0.0481	9.0921	2764	0.4926	0.6343	0.4926	0.7018
0.0481	9.0987	2766	0.4949	0.6343	0.4949	0.7035
0.0481	9.1053	2768	0.5010	0.6343	0.5010	0.7078
0.0481	9.1118	2770	0.5005	0.6343	0.5005	0.7075
0.0481	9.1184	2772	0.4995	0.6343	0.4995	0.7067
0.0481	9.125	2774	0.4974	0.6343	0.4974	0.7052
0.0481	9.1316	2776	0.4970	0.6343	0.4970	0.7050
0.0481	9.1382	2778	0.4967	0.6343	0.4967	0.7048
0.0481	9.1447	2780	0.4987	0.6343	0.4987	0.7062
0.0481	9.1513	2782	0.5013	0.6343	0.5013	0.7080
0.0481	9.1579	2784	0.4970	0.6343	0.4970	0.7050
0.0481	9.1645	2786	0.4948	0.6343	0.4948	0.7034
0.0481	9.1711	2788	0.4876	0.6459	0.4876	0.6983
0.0481	9.1776	2790	0.4800	0.6459	0.4800	0.6928
0.0481	9.1842	2792	0.4716	0.6459	0.4716	0.6868
0.0481	9.1908	2794	0.4660	0.6585	0.4660	0.6827
0.0481	9.1974	2796	0.4638	0.6585	0.4638	0.6811
0.0481	9.2039	2798	0.4640	0.6585	0.4640	0.6812
0.0481	9.2105	2800	0.4645	0.6585	0.4645	0.6815
0.0481	9.2171	2802	0.4616	0.6585	0.4616	0.6794
0.0481	9.2237	2804	0.4596	0.6585	0.4596	0.6779
0.0481	9.2303	2806	0.4574	0.6585	0.4574	0.6763
0.0481	9.2368	2808	0.4533	0.6585	0.4533	0.6733
0.0481	9.2434	2810	0.4506	0.6585	0.4506	0.6713
0.0481	9.25	2812	0.4492	0.6585	0.4492	0.6702
0.0481	9.2566	2814	0.4482	0.6585	0.4482	0.6694
0.0481	9.2632	2816	0.4449	0.6585	0.4449	0.6670
0.0481	9.2697	2818	0.4421	0.6585	0.4421	0.6649
0.0481	9.2763	2820	0.4420	0.6585	0.4420	0.6649
0.0481	9.2829	2822	0.4421	0.6585	0.4421	0.6649
0.0481	9.2895	2824	0.4436	0.6585	0.4436	0.6660
0.0481	9.2961	2826	0.4477	0.6585	0.4477	0.6691
0.0481	9.3026	2828	0.4516	0.6585	0.4516	0.6720
0.0481	9.3092	2830	0.4544	0.6585	0.4544	0.6741
0.0481	9.3158	2832	0.4570	0.6585	0.4570	0.6760
0.0481	9.3224	2834	0.4587	0.6585	0.4587	0.6772
0.0481	9.3289	2836	0.4600	0.6585	0.4600	0.6783
0.0481	9.3355	2838	0.4613	0.6585	0.4613	0.6792
0.0481	9.3421	2840	0.4607	0.6585	0.4607	0.6787
0.0481	9.3487	2842	0.4603	0.6585	0.4603	0.6784
0.0481	9.3553	2844	0.4608	0.6585	0.4608	0.6789
0.0481	9.3618	2846	0.4622	0.6585	0.4622	0.6799
0.0481	9.3684	2848	0.4636	0.6585	0.4636	0.6809
0.0481	9.375	2850	0.4653	0.6585	0.4653	0.6821
0.0481	9.3816	2852	0.4685	0.6585	0.4685	0.6845
0.0481	9.3882	2854	0.4703	0.6585	0.4703	0.6858
0.0481	9.3947	2856	0.4714	0.6585	0.4714	0.6866
0.0481	9.4013	2858	0.4741	0.6459	0.4741	0.6886
0.0481	9.4079	2860	0.4803	0.6459	0.4803	0.6931
0.0481	9.4145	2862	0.4849	0.6459	0.4849	0.6963
0.0481	9.4211	2864	0.4866	0.6566	0.4866	0.6976
0.0481	9.4276	2866	0.4872	0.6566	0.4872	0.6980
0.0481	9.4342	2868	0.4876	0.6566	0.4876	0.6983
0.0481	9.4408	2870	0.4868	0.6566	0.4868	0.6977
0.0481	9.4474	2872	0.4854	0.6566	0.4854	0.6967
0.0481	9.4539	2874	0.4863	0.6566	0.4863	0.6973
0.0481	9.4605	2876	0.4882	0.6566	0.4882	0.6987
0.0481	9.4671	2878	0.4899	0.6566	0.4899	0.7000
0.0481	9.4737	2880	0.4909	0.6566	0.4909	0.7006
0.0481	9.4803	2882	0.4899	0.6566	0.4899	0.6999
0.0481	9.4868	2884	0.4871	0.6566	0.4871	0.6979
0.0481	9.4934	2886	0.4861	0.6566	0.4861	0.6972
0.0481	9.5	2888	0.4875	0.6566	0.4875	0.6982
0.0481	9.5066	2890	0.4875	0.6566	0.4875	0.6982
0.0481	9.5132	2892	0.4834	0.6693	0.4834	0.6953
0.0481	9.5197	2894	0.4833	0.6693	0.4833	0.6952
0.0481	9.5263	2896	0.4850	0.6566	0.4850	0.6964
0.0481	9.5329	2898	0.4834	0.6693	0.4834	0.6953
0.0481	9.5395	2900	0.4822	0.6693	0.4822	0.6944
0.0481	9.5461	2902	0.4801	0.6459	0.4801	0.6929
0.0481	9.5526	2904	0.4765	0.6459	0.4765	0.6903
0.0481	9.5592	2906	0.4710	0.6459	0.4710	0.6863
0.0481	9.5658	2908	0.4665	0.6585	0.4665	0.6830
0.0481	9.5724	2910	0.4632	0.6585	0.4632	0.6806
0.0481	9.5789	2912	0.4619	0.6585	0.4619	0.6797
0.0481	9.5855	2914	0.4600	0.6585	0.4600	0.6782
0.0481	9.5921	2916	0.4565	0.6585	0.4565	0.6757
0.0481	9.5987	2918	0.4537	0.6585	0.4537	0.6736
0.0481	9.6053	2920	0.4502	0.6585	0.4502	0.6710
0.0481	9.6118	2922	0.4461	0.6585	0.4461	0.6679
0.0481	9.6184	2924	0.4422	0.6585	0.4422	0.6650
0.0481	9.625	2926	0.4388	0.6585	0.4388	0.6624
0.0481	9.6316	2928	0.4368	0.6585	0.4368	0.6609
0.0481	9.6382	2930	0.4365	0.6585	0.4365	0.6607
0.0481	9.6447	2932	0.4377	0.6585	0.4377	0.6616
0.0481	9.6513	2934	0.4381	0.6585	0.4381	0.6619
0.0481	9.6579	2936	0.4371	0.6585	0.4371	0.6611
0.0481	9.6645	2938	0.4368	0.6585	0.4368	0.6609
0.0481	9.6711	2940	0.4366	0.6585	0.4366	0.6607
0.0481	9.6776	2942	0.4373	0.6585	0.4373	0.6613
0.0481	9.6842	2944	0.4382	0.6585	0.4382	0.6620
0.0481	9.6908	2946	0.4409	0.6585	0.4409	0.6640
0.0481	9.6974	2948	0.4454	0.6585	0.4454	0.6674
0.0481	9.7039	2950	0.4494	0.6585	0.4494	0.6704
0.0481	9.7105	2952	0.4539	0.6585	0.4539	0.6737
0.0481	9.7171	2954	0.4576	0.6585	0.4576	0.6765
0.0481	9.7237	2956	0.4608	0.6459	0.4608	0.6788
0.0481	9.7303	2958	0.4653	0.6459	0.4653	0.6821
0.0481	9.7368	2960	0.4688	0.6459	0.4688	0.6847
0.0481	9.7434	2962	0.4721	0.6459	0.4721	0.6871
0.0481	9.75	2964	0.4735	0.6459	0.4735	0.6881
0.0481	9.7566	2966	0.4758	0.6343	0.4758	0.6898
0.0481	9.7632	2968	0.4787	0.6343	0.4787	0.6918
0.0481	9.7697	2970	0.4798	0.6343	0.4798	0.6927
0.0481	9.7763	2972	0.4808	0.6343	0.4808	0.6934
0.0481	9.7829	2974	0.4816	0.6343	0.4816	0.6940
0.0481	9.7895	2976	0.4827	0.6343	0.4827	0.6948
0.0481	9.7961	2978	0.4832	0.6343	0.4832	0.6952
0.0481	9.8026	2980	0.4820	0.6343	0.4820	0.6942
0.0481	9.8092	2982	0.4803	0.6343	0.4803	0.6931
0.0481	9.8158	2984	0.4790	0.6343	0.4790	0.6921
0.0481	9.8224	2986	0.4782	0.6343	0.4782	0.6915
0.0481	9.8289	2988	0.4769	0.6343	0.4769	0.6906
0.0481	9.8355	2990	0.4747	0.6343	0.4747	0.6890
0.0481	9.8421	2992	0.4732	0.6343	0.4732	0.6879
0.0481	9.8487	2994	0.4727	0.6343	0.4727	0.6875
0.0481	9.8553	2996	0.4730	0.6343	0.4730	0.6877
0.0481	9.8618	2998	0.4737	0.6343	0.4737	0.6882
0.0403	9.8684	3000	0.4744	0.6343	0.4744	0.6888
0.0403	9.875	3002	0.4749	0.6343	0.4749	0.6891
0.0403	9.8816	3004	0.4751	0.6343	0.4751	0.6892
0.0403	9.8882	3006	0.4754	0.6343	0.4754	0.6895
0.0403	9.8947	3008	0.4760	0.6343	0.4760	0.6899
0.0403	9.9013	3010	0.4761	0.6343	0.4761	0.6900
0.0403	9.9079	3012	0.4756	0.6343	0.4756	0.6897
0.0403	9.9145	3014	0.4752	0.6343	0.4752	0.6893
0.0403	9.9211	3016	0.4749	0.6343	0.4749	0.6891
0.0403	9.9276	3018	0.4747	0.6343	0.4747	0.6890
0.0403	9.9342	3020	0.4745	0.6343	0.4745	0.6888
0.0403	9.9408	3022	0.4745	0.6343	0.4745	0.6889
0.0403	9.9474	3024	0.4746	0.6343	0.4746	0.6889
0.0403	9.9539	3026	0.4744	0.6343	0.4744	0.6888
0.0403	9.9605	3028	0.4742	0.6343	0.4742	0.6886
0.0403	9.9671	3030	0.4741	0.6343	0.4741	0.6886
0.0403	9.9737	3032	0.4740	0.6343	0.4740	0.6885
0.0403	9.9803	3034	0.4739	0.6343	0.4739	0.6884
0.0403	9.9868	3036	0.4737	0.6343	0.4737	0.6882
0.0403	9.9934	3038	0.4736	0.6343	0.4736	0.6882
0.0403	10.0	3040	0.4736	0.6343	0.4736	0.6882

Framework versions

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