Arabic_FineTuningAraBERT_AugV4_k5_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: 0.5224
• Qwk: 0.7535
• Mse: 0.5224
• Rmse: 0.7227

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	0.0085	2	5.0343	-0.0598	5.0343	2.2437
No log	0.0171	4	2.0903	0.0560	2.0903	1.4458
No log	0.0256	6	1.0407	0.0265	1.0407	1.0202
No log	0.0342	8	0.9256	0.2139	0.9256	0.9621
No log	0.0427	10	1.1158	-0.0355	1.1158	1.0563
No log	0.0513	12	1.2736	0.0	1.2736	1.1286
No log	0.0598	14	1.4333	0.0	1.4333	1.1972
No log	0.0684	16	1.3338	0.0	1.3338	1.1549
No log	0.0769	18	1.2677	0.0	1.2677	1.1259
No log	0.0855	20	1.2695	0.0	1.2695	1.1267
No log	0.0940	22	1.3925	0.0	1.3925	1.1800
No log	0.1026	24	1.3596	0.0	1.3596	1.1660
No log	0.1111	26	1.3484	0.0	1.3484	1.1612
No log	0.1197	28	1.3478	0.0	1.3478	1.1610
No log	0.1282	30	1.2593	-0.0255	1.2593	1.1222
No log	0.1368	32	1.3118	-0.0255	1.3118	1.1453
No log	0.1453	34	1.3970	0.0	1.3970	1.1819
No log	0.1538	36	1.7314	0.0	1.7314	1.3158
No log	0.1624	38	1.8273	0.2222	1.8273	1.3518
No log	0.1709	40	1.5669	0.0	1.5669	1.2518
No log	0.1795	42	1.1512	0.1566	1.1512	1.0729
No log	0.1880	44	0.9879	0.0870	0.9879	0.9940
No log	0.1966	46	0.9633	0.1878	0.9633	0.9815
No log	0.2051	48	1.0836	0.1566	1.0836	1.0409
No log	0.2137	50	1.3586	0.0982	1.3586	1.1656
No log	0.2222	52	1.8011	0.2297	1.8011	1.3421
No log	0.2308	54	1.8837	0.1212	1.8837	1.3725
No log	0.2393	56	1.3558	0.2376	1.3558	1.1644
No log	0.2479	58	1.0781	0.1933	1.0781	1.0383
No log	0.2564	60	1.1603	0.1600	1.1603	1.0772
No log	0.2650	62	1.7378	0.2358	1.7378	1.3183
No log	0.2735	64	1.7946	0.2297	1.7946	1.3396
No log	0.2821	66	1.4846	0.3383	1.4846	1.2184
No log	0.2906	68	1.3231	0.2308	1.3231	1.1503
No log	0.2991	70	1.4606	0.3352	1.4606	1.2086
No log	0.3077	72	1.4347	0.25	1.4347	1.1978
No log	0.3162	74	1.4512	0.25	1.4512	1.2047
No log	0.3248	76	1.3431	0.25	1.3431	1.1589
No log	0.3333	78	1.3488	0.2570	1.3488	1.1614
No log	0.3419	80	1.1755	0.2054	1.1755	1.0842
No log	0.3504	82	0.9860	0.0723	0.9860	0.9930
No log	0.3590	84	0.8653	0.3636	0.8653	0.9302
No log	0.3675	86	0.8861	0.3913	0.8861	0.9413
No log	0.3761	88	1.1532	0.2054	1.1532	1.0739
No log	0.3846	90	1.7226	0.4615	1.7226	1.3125
No log	0.3932	92	1.8472	0.4615	1.8472	1.3591
No log	0.4017	94	1.5112	0.4036	1.5112	1.2293
No log	0.4103	96	1.0786	0.4227	1.0786	1.0385
No log	0.4188	98	0.8781	0.3425	0.8781	0.9371
No log	0.4274	100	0.8074	0.3636	0.8074	0.8986
No log	0.4359	102	0.8070	0.3636	0.8070	0.8983
No log	0.4444	104	0.9845	0.2784	0.9845	0.9922
No log	0.4530	106	1.3197	0.3982	1.3197	1.1488
No log	0.4615	108	1.6086	0.3805	1.6086	1.2683
No log	0.4701	110	1.5620	0.3581	1.5620	1.2498
No log	0.4786	112	1.2485	0.4141	1.2485	1.1174
No log	0.4872	114	1.1539	0.4141	1.1539	1.0742
No log	0.4957	116	1.1410	0.5130	1.1410	1.0682
No log	0.5043	118	1.0732	0.5494	1.0732	1.0360
No log	0.5128	120	1.0777	0.5494	1.0777	1.0381
No log	0.5214	122	1.1159	0.5468	1.1159	1.0564
No log	0.5299	124	1.0760	0.4383	1.0760	1.0373
No log	0.5385	126	1.2155	0.5468	1.2155	1.1025
No log	0.5470	128	1.3181	0.6097	1.3181	1.1481
No log	0.5556	130	1.2534	0.5643	1.2534	1.1196
No log	0.5641	132	1.0686	0.6348	1.0686	1.0337
No log	0.5726	134	0.8232	0.5509	0.8232	0.9073
No log	0.5812	136	0.6697	0.4311	0.6697	0.8184
No log	0.5897	138	0.6864	0.3362	0.6864	0.8285
No log	0.5983	140	0.9058	0.5956	0.9058	0.9518
No log	0.6068	142	1.1227	0.6348	1.1227	1.0596
No log	0.6154	144	1.1378	0.6805	1.1378	1.0667
No log	0.6239	146	0.9933	0.6441	0.9933	0.9966
No log	0.6325	148	0.8344	0.5455	0.8344	0.9135
No log	0.6410	150	0.9133	0.5372	0.9133	0.9556
No log	0.6496	152	1.1340	0.7131	1.1340	1.0649
No log	0.6581	154	1.4228	0.4776	1.4228	1.1928
No log	0.6667	156	1.6873	0.3925	1.6873	1.2989
No log	0.6752	158	1.6575	0.4776	1.6575	1.2874
No log	0.6838	160	1.3172	0.4825	1.3172	1.1477
No log	0.6923	162	0.8942	0.5702	0.8942	0.9456
No log	0.7009	164	0.7720	0.4343	0.7720	0.8786
No log	0.7094	166	0.8416	0.5455	0.8416	0.9174
No log	0.7179	168	1.0450	0.5607	1.0450	1.0222
No log	0.7265	170	1.2148	0.5	1.2148	1.1022
No log	0.7350	172	1.4603	0.4143	1.4603	1.2084
No log	0.7436	174	1.4404	0.4750	1.4404	1.2002
No log	0.7521	176	1.1684	0.3982	1.1684	1.0809
No log	0.7607	178	0.8542	0.5421	0.8542	0.9242
No log	0.7692	180	0.7668	0.5517	0.7668	0.8757
No log	0.7778	182	0.8365	0.6441	0.8365	0.9146
No log	0.7863	184	0.9534	0.6441	0.9534	0.9764
No log	0.7949	186	0.9512	0.6441	0.9512	0.9753
No log	0.8034	188	0.9426	0.6441	0.9426	0.9709
No log	0.8120	190	1.1111	0.5984	1.1111	1.0541
No log	0.8205	192	1.1487	0.5984	1.1487	1.0718
No log	0.8291	194	1.0118	0.6695	1.0118	1.0059
No log	0.8376	196	1.0354	0.6695	1.0354	1.0175
No log	0.8462	198	1.2063	0.4659	1.2063	1.0983
No log	0.8547	200	1.0675	0.5643	1.0675	1.0332
No log	0.8632	202	0.8055	0.6847	0.8055	0.8975
No log	0.8718	204	0.6477	0.4615	0.6477	0.8048
No log	0.8803	206	0.6741	0.4659	0.6741	0.8211
No log	0.8889	208	0.7831	0.6260	0.7831	0.8849
No log	0.8974	210	1.0043	0.5971	1.0043	1.0022
No log	0.9060	212	1.0838	0.5966	1.0838	1.0411
No log	0.9145	214	1.1353	0.5468	1.1353	1.0655
No log	0.9231	216	1.1797	0.5333	1.1797	1.0862
No log	0.9316	218	1.0060	0.6111	1.0060	1.0030
No log	0.9402	220	0.8965	0.6030	0.8965	0.9469
No log	0.9487	222	0.8177	0.6859	0.8177	0.9043
No log	0.9573	224	0.8325	0.664	0.8325	0.9124
No log	0.9658	226	0.7771	0.6403	0.7771	0.8816
No log	0.9744	228	0.6998	0.6529	0.6998	0.8366
No log	0.9829	230	0.6981	0.6237	0.6981	0.8355
No log	0.9915	232	0.8528	0.7260	0.8528	0.9235
No log	1.0	234	1.0592	0.6912	1.0592	1.0292
No log	1.0085	236	0.9828	0.6691	0.9828	0.9914
No log	1.0171	238	0.7290	0.5532	0.7290	0.8538
No log	1.0256	240	0.6958	0.5532	0.6958	0.8342
No log	1.0342	242	0.9393	0.6316	0.9393	0.9692
No log	1.0427	244	1.0641	0.6980	1.0641	1.0316
No log	1.0513	246	0.8833	0.6242	0.8833	0.9399
No log	1.0598	248	0.8702	0.6242	0.8702	0.9329
No log	1.0684	250	1.0798	0.6980	1.0798	1.0392
No log	1.0769	252	1.1920	0.6008	1.1920	1.0918
No log	1.0855	254	1.1676	0.6008	1.1676	1.0805
No log	1.0940	256	0.9361	0.6978	0.9361	0.9675
No log	1.1026	258	0.7379	0.6416	0.7379	0.8590
No log	1.1111	260	0.7055	0.6020	0.7055	0.8400
No log	1.1197	262	0.8335	0.7116	0.8335	0.9130
No log	1.1282	264	1.1106	0.6667	1.1106	1.0539
No log	1.1368	266	1.0917	0.6667	1.0917	1.0448
No log	1.1453	268	0.8867	0.7116	0.8867	0.9417
No log	1.1538	270	0.6727	0.6138	0.6727	0.8202
No log	1.1624	272	0.5950	0.5238	0.5950	0.7713
No log	1.1709	274	0.5988	0.5105	0.5988	0.7738
No log	1.1795	276	0.6872	0.6543	0.6872	0.8290
No log	1.1880	278	0.9812	0.6797	0.9812	0.9906
No log	1.1966	280	1.2244	0.6008	1.2244	1.1065
No log	1.2051	282	1.1622	0.6667	1.1622	1.0780
No log	1.2137	284	0.8921	0.6805	0.8921	0.9445
No log	1.2222	286	0.7131	0.6529	0.7131	0.8445
No log	1.2308	288	0.5806	0.4776	0.5806	0.7620
No log	1.2393	290	0.5752	0.4776	0.5752	0.7584
No log	1.2479	292	0.5742	0.4220	0.5742	0.7578
No log	1.2564	294	0.6441	0.6286	0.6441	0.8025
No log	1.2650	296	0.7860	0.5641	0.7860	0.8866
No log	1.2735	298	0.8798	0.6056	0.8798	0.9380
No log	1.2821	300	0.8374	0.6543	0.8374	0.9151
No log	1.2906	302	0.7317	0.5385	0.7317	0.8554
No log	1.2991	304	0.7207	0.5764	0.7207	0.8490
No log	1.3077	306	0.7520	0.6543	0.7520	0.8672
No log	1.3162	308	0.9130	0.7050	0.9130	0.9555
No log	1.3248	310	1.1207	0.6805	1.1207	1.0586
No log	1.3333	312	1.1080	0.7059	1.1080	1.0526
No log	1.3419	314	0.9359	0.6695	0.9359	0.9674
No log	1.3504	316	0.8363	0.6695	0.8363	0.9145
No log	1.3590	318	0.7522	0.6192	0.7522	0.8673
No log	1.3675	320	0.7503	0.6172	0.7503	0.8662
No log	1.3761	322	0.8232	0.6403	0.8232	0.9073
No log	1.3846	324	0.8067	0.6138	0.8067	0.8982
No log	1.3932	326	0.8474	0.6341	0.8474	0.9206
No log	1.4017	328	0.8846	0.6711	0.8846	0.9405
No log	1.4103	330	0.8531	0.7260	0.8531	0.9236
No log	1.4188	332	0.7144	0.6138	0.7144	0.8452
No log	1.4274	334	0.6866	0.6138	0.6866	0.8286
No log	1.4359	336	0.8178	0.6889	0.8178	0.9043
No log	1.4444	338	1.0309	0.7131	1.0309	1.0153
No log	1.4530	340	0.9803	0.7131	0.9803	0.9901
No log	1.4615	342	0.8132	0.6957	0.8132	0.9018
No log	1.4701	344	0.8042	0.6957	0.8042	0.8968
No log	1.4786	346	0.9035	0.6957	0.9035	0.9505
No log	1.4872	348	1.0286	0.6912	1.0286	1.0142
No log	1.4957	350	0.9679	0.6889	0.9679	0.9838
No log	1.5043	352	0.8378	0.5679	0.8378	0.9153
No log	1.5128	354	0.7887	0.5679	0.7887	0.8881
No log	1.5214	356	0.8092	0.6124	0.8092	0.8996
No log	1.5299	358	0.7278	0.5735	0.7278	0.8531
No log	1.5385	360	0.7364	0.6260	0.7364	0.8581
No log	1.5470	362	0.7769	0.6260	0.7769	0.8814
No log	1.5556	364	0.9016	0.72	0.9016	0.9495
No log	1.5641	366	0.9377	0.72	0.9377	0.9684
No log	1.5726	368	1.0249	0.7050	1.0249	1.0124
No log	1.5812	370	1.1231	0.6617	1.1231	1.0598
No log	1.5897	372	1.0889	0.7138	1.0889	1.0435
No log	1.5983	374	0.9564	0.72	0.9564	0.9780
No log	1.6068	376	0.8963	0.7116	0.8963	0.9468
No log	1.6154	378	0.8550	0.7116	0.8550	0.9247
No log	1.6239	380	0.8670	0.7116	0.8670	0.9311
No log	1.6325	382	0.8175	0.6889	0.8175	0.9042
No log	1.6410	384	0.7057	0.6375	0.7057	0.8401
No log	1.6496	386	0.7328	0.7027	0.7328	0.8560
No log	1.6581	388	0.7951	0.6889	0.7951	0.8917
No log	1.6667	390	0.9238	0.7482	0.9238	0.9611
No log	1.6752	392	0.8797	0.7482	0.8797	0.9379
No log	1.6838	394	0.7480	0.7116	0.7480	0.8649
No log	1.6923	396	0.7044	0.7116	0.7044	0.8393
No log	1.7009	398	0.8018	0.7482	0.8018	0.8954
No log	1.7094	400	0.9199	0.7482	0.9199	0.9591
No log	1.7179	402	0.9390	0.7482	0.9390	0.9690
No log	1.7265	404	0.7859	0.6859	0.7859	0.8865
No log	1.7350	406	0.7439	0.6667	0.7439	0.8625
No log	1.7436	408	0.9024	0.6859	0.9024	0.9499
No log	1.7521	410	1.2527	0.6957	1.2527	1.1192
No log	1.7607	412	1.3511	0.6198	1.3511	1.1624
No log	1.7692	414	1.1516	0.7273	1.1516	1.0731
No log	1.7778	416	0.8320	0.7390	0.8320	0.9121
No log	1.7863	418	0.7210	0.7048	0.7210	0.8491
No log	1.7949	420	0.6508	0.7101	0.6508	0.8067
No log	1.8034	422	0.6417	0.6789	0.6417	0.8011
No log	1.8120	424	0.6742	0.7101	0.6742	0.8211
No log	1.8205	426	0.7439	0.6866	0.7439	0.8625
No log	1.8291	428	0.8398	0.6866	0.8398	0.9164
No log	1.8376	430	0.7862	0.6866	0.7862	0.8867
No log	1.8462	432	0.6753	0.6789	0.6753	0.8217
No log	1.8547	434	0.6435	0.6456	0.6435	0.8022
No log	1.8632	436	0.6316	0.6198	0.6316	0.7947
No log	1.8718	438	0.6420	0.6387	0.6420	0.8012
No log	1.8803	440	0.7272	0.6859	0.7272	0.8528
No log	1.8889	442	0.8126	0.7482	0.8126	0.9015
No log	1.8974	444	0.7994	0.6859	0.7994	0.8941
No log	1.9060	446	0.6861	0.6859	0.6861	0.8283
No log	1.9145	448	0.5245	0.6456	0.5245	0.7242
No log	1.9231	450	0.4813	0.6667	0.4813	0.6938
No log	1.9316	452	0.5385	0.5743	0.5385	0.7339
No log	1.9402	454	0.7175	0.7050	0.7175	0.8471
No log	1.9487	456	0.8397	0.7131	0.8397	0.9163
No log	1.9573	458	0.7645	0.7131	0.7645	0.8744
No log	1.9658	460	0.7064	0.7131	0.7064	0.8405
No log	1.9744	462	0.6140	0.6829	0.6140	0.7836
No log	1.9829	464	0.5700	0.6124	0.5700	0.7550
No log	1.9915	466	0.5434	0.6387	0.5434	0.7371
No log	2.0	468	0.5828	0.6729	0.5828	0.7634
No log	2.0085	470	0.6746	0.6977	0.6746	0.8213
No log	2.0171	472	0.7215	0.7482	0.7215	0.8494
No log	2.0256	474	0.6270	0.7042	0.6270	0.7918
No log	2.0342	476	0.6245	0.7260	0.6245	0.7903
No log	2.0427	478	0.6288	0.7260	0.6288	0.7930
No log	2.0513	480	0.7254	0.7482	0.7254	0.8517
No log	2.0598	482	0.7658	0.6859	0.7658	0.8751
No log	2.0684	484	0.6447	0.6866	0.6447	0.8030
No log	2.0769	486	0.5345	0.7437	0.5345	0.7311
No log	2.0855	488	0.5535	0.7101	0.5535	0.7440
No log	2.0940	490	0.5497	0.7101	0.5497	0.7414
No log	2.1026	492	0.6857	0.7482	0.6857	0.8281
No log	2.1111	494	0.8789	0.7482	0.8789	0.9375
No log	2.1197	496	0.8872	0.7482	0.8872	0.9419
No log	2.1282	498	0.7756	0.7482	0.7756	0.8807
0.472	2.1368	500	0.6198	0.7482	0.6198	0.7873
0.472	2.1453	502	0.5678	0.7042	0.5678	0.7535
0.472	2.1538	504	0.6472	0.7482	0.6472	0.8045
0.472	2.1624	506	0.8443	0.7482	0.8443	0.9189
0.472	2.1709	508	1.0576	0.7529	1.0576	1.0284
0.472	2.1795	510	1.2247	0.6231	1.2247	1.1067
0.472	2.1880	512	1.0881	0.7529	1.0881	1.0431
0.472	2.1966	514	0.7884	0.7482	0.7884	0.8879
0.472	2.2051	516	0.6727	0.7482	0.6727	0.8202
0.472	2.2137	518	0.7258	0.7390	0.7258	0.8519
0.472	2.2222	520	0.8437	0.7390	0.8437	0.9185
0.472	2.2308	522	0.8482	0.7390	0.8482	0.9210
0.472	2.2393	524	0.6935	0.6859	0.6935	0.8328
0.472	2.2479	526	0.5952	0.6512	0.5952	0.7715
0.472	2.2564	528	0.5819	0.6512	0.5819	0.7628
0.472	2.2650	530	0.6706	0.6859	0.6706	0.8189
0.472	2.2735	532	0.8488	0.7390	0.8488	0.9213
0.472	2.2821	534	0.9499	0.7255	0.9499	0.9746
0.472	2.2906	536	1.0644	0.7129	1.0644	1.0317
0.472	2.2991	538	1.0164	0.6647	1.0164	1.0082
0.472	2.3077	540	0.8337	0.6859	0.8337	0.9130
0.472	2.3162	542	0.6747	0.6859	0.6747	0.8214
0.472	2.3248	544	0.5874	0.6138	0.5874	0.7664
0.472	2.3333	546	0.5545	0.5914	0.5545	0.7447
0.472	2.3419	548	0.6123	0.6667	0.6123	0.7825
0.472	2.3504	550	0.7382	0.6512	0.7382	0.8592
0.472	2.3590	552	0.8238	0.7390	0.8238	0.9077
0.472	2.3675	554	0.8091	0.7390	0.8091	0.8995
0.472	2.3761	556	0.7386	0.6667	0.7386	0.8594
0.472	2.3846	558	0.7502	0.6667	0.7502	0.8661
0.472	2.3932	560	0.8010	0.6859	0.8010	0.8950
0.472	2.4017	562	0.9466	0.7255	0.9466	0.9729
0.472	2.4103	564	0.9426	0.7336	0.9426	0.9709
0.472	2.4188	566	0.9345	0.7336	0.9345	0.9667
0.472	2.4274	568	0.7703	0.7482	0.7703	0.8777
0.472	2.4359	570	0.5557	0.6124	0.5557	0.7454
0.472	2.4444	572	0.4681	0.5882	0.4681	0.6842
0.472	2.4530	574	0.4660	0.5882	0.4660	0.6827
0.472	2.4615	576	0.5078	0.6488	0.5078	0.7126
0.472	2.4701	578	0.6593	0.7042	0.6593	0.8120
0.472	2.4786	580	0.7572	0.6512	0.7572	0.8702
0.472	2.4872	582	0.7177	0.6512	0.7177	0.8472
0.472	2.4957	584	0.7639	0.6512	0.7639	0.8740
0.472	2.5043	586	0.7781	0.6512	0.7781	0.8821
0.472	2.5128	588	0.8053	0.6512	0.8053	0.8974
0.472	2.5214	590	0.8033	0.7116	0.8033	0.8963
0.472	2.5299	592	0.7777	0.72	0.7777	0.8819
0.472	2.5385	594	0.6764	0.72	0.6764	0.8224
0.472	2.5470	596	0.5904	0.72	0.5904	0.7684
0.472	2.5556	598	0.5410	0.6889	0.5410	0.7355
0.472	2.5641	600	0.6075	0.7116	0.6075	0.7794
0.472	2.5726	602	0.8149	0.7586	0.8149	0.9027
0.472	2.5812	604	1.0921	0.7279	1.0921	1.0450
0.472	2.5897	606	1.2495	0.7159	1.2495	1.1178
0.472	2.5983	608	1.2336	0.7549	1.2336	1.1107
0.472	2.6068	610	1.0056	0.7059	1.0056	1.0028
0.472	2.6154	612	0.7726	0.6695	0.7726	0.8790
0.472	2.6239	614	0.5942	0.5281	0.5942	0.7709
0.472	2.6325	616	0.5575	0.5281	0.5575	0.7467
0.472	2.6410	618	0.6125	0.6351	0.6125	0.7826
0.472	2.6496	620	0.6926	0.6695	0.6926	0.8322
0.472	2.6581	622	0.8143	0.7131	0.8143	0.9024
0.472	2.6667	624	0.7999	0.7050	0.7999	0.8944
0.472	2.6752	626	0.6310	0.7116	0.6310	0.7943
0.472	2.6838	628	0.5657	0.7116	0.5657	0.7521
0.472	2.6923	630	0.5267	0.6894	0.5267	0.7257
0.472	2.7009	632	0.6006	0.7181	0.6006	0.7750
0.472	2.7094	634	0.7432	0.7482	0.7432	0.8621
0.472	2.7179	636	0.7914	0.7482	0.7914	0.8896
0.472	2.7265	638	0.6854	0.7482	0.6854	0.8279
0.472	2.7350	640	0.5690	0.7260	0.5690	0.7543
0.472	2.7436	642	0.5551	0.6889	0.5551	0.7451
0.472	2.7521	644	0.5595	0.6889	0.5595	0.7480
0.472	2.7607	646	0.5951	0.6889	0.5951	0.7714
0.472	2.7692	648	0.7202	0.7482	0.7202	0.8486
0.472	2.7778	650	0.7808	0.7050	0.7808	0.8836
0.472	2.7863	652	0.6957	0.7482	0.6957	0.8341
0.472	2.7949	654	0.5092	0.6794	0.5092	0.7136
0.472	2.8034	656	0.4492	0.6231	0.4492	0.6702
0.472	2.8120	658	0.4652	0.6255	0.4652	0.6820
0.472	2.8205	660	0.5592	0.6529	0.5592	0.7478
0.472	2.8291	662	0.7110	0.664	0.7110	0.8432
0.472	2.8376	664	0.9130	0.6805	0.9130	0.9555
0.472	2.8462	666	0.9283	0.7059	0.9283	0.9635
0.472	2.8547	668	0.7932	0.7131	0.7932	0.8906
0.472	2.8632	670	0.6044	0.6403	0.6044	0.7774
0.472	2.8718	672	0.4991	0.6286	0.4991	0.7065
0.472	2.8803	674	0.5093	0.6286	0.5093	0.7136
0.472	2.8889	676	0.6006	0.6778	0.6006	0.7750
0.472	2.8974	678	0.7482	0.6695	0.7482	0.8650
0.472	2.9060	680	0.8035	0.6695	0.8035	0.8964
0.472	2.9145	682	0.7552	0.664	0.7552	0.8690
0.472	2.9231	684	0.7275	0.664	0.7275	0.8529
0.472	2.9316	686	0.7590	0.664	0.7590	0.8712
0.472	2.9402	688	0.7051	0.664	0.7051	0.8397
0.472	2.9487	690	0.5746	0.6957	0.5746	0.7580
0.472	2.9573	692	0.5151	0.6216	0.5151	0.7177
0.472	2.9658	694	0.5124	0.6899	0.5124	0.7158
0.472	2.9744	696	0.5491	0.6645	0.5491	0.7410
0.472	2.9829	698	0.5862	0.6543	0.5862	0.7656
0.472	2.9915	700	0.6793	0.6866	0.6793	0.8242
0.472	3.0	702	0.7426	0.6866	0.7426	0.8617
0.472	3.0085	704	0.8272	0.7234	0.8272	0.9095
0.472	3.0171	706	0.8017	0.7390	0.8017	0.8954
0.472	3.0256	708	0.7164	0.7390	0.7164	0.8464
0.472	3.0342	710	0.6303	0.7042	0.6303	0.7939
0.472	3.0427	712	0.5302	0.6738	0.5302	0.7282
0.472	3.0513	714	0.4633	0.5783	0.4633	0.6807
0.472	3.0598	716	0.4524	0.5783	0.4524	0.6726
0.472	3.0684	718	0.4801	0.5783	0.4801	0.6929
0.472	3.0769	720	0.5717	0.7266	0.5717	0.7561
0.472	3.0855	722	0.7361	0.6695	0.7361	0.8579
0.472	3.0940	724	0.9334	0.6805	0.9334	0.9662
0.472	3.1026	726	0.9655	0.6805	0.9655	0.9826
0.472	3.1111	728	0.8182	0.7131	0.8182	0.9046
0.472	3.1197	730	0.6325	0.7482	0.6325	0.7953
0.472	3.1282	732	0.5418	0.7103	0.5418	0.7361
0.472	3.1368	734	0.5049	0.6488	0.5049	0.7106
0.472	3.1453	736	0.5404	0.6387	0.5404	0.7351
0.472	3.1538	738	0.6304	0.7390	0.6304	0.7940
0.472	3.1624	740	0.6946	0.7390	0.6946	0.8334
0.472	3.1709	742	0.7824	0.7482	0.7824	0.8845
0.472	3.1795	744	0.9208	0.72	0.9208	0.9596
0.472	3.1880	746	0.8932	0.72	0.8932	0.9451
0.472	3.1966	748	0.7452	0.7482	0.7452	0.8632
0.472	3.2051	750	0.6404	0.7116	0.6404	0.8002
0.472	3.2137	752	0.6107	0.7179	0.6107	0.7815
0.472	3.2222	754	0.6464	0.7042	0.6464	0.8040
0.472	3.2308	756	0.7549	0.7482	0.7549	0.8688
0.472	3.2393	758	0.8335	0.7482	0.8335	0.9129
0.472	3.2479	760	0.8473	0.7050	0.8473	0.9205
0.472	3.2564	762	0.7888	0.7050	0.7888	0.8881
0.472	3.2650	764	0.7001	0.7050	0.7001	0.8367
0.472	3.2735	766	0.6610	0.7050	0.6610	0.8130
0.472	3.2821	768	0.6888	0.664	0.6888	0.8299
0.472	3.2906	770	0.7449	0.6744	0.7449	0.8631
0.472	3.2991	772	0.7669	0.6744	0.7669	0.8757
0.472	3.3077	774	0.7523	0.72	0.7523	0.8674
0.472	3.3162	776	0.7396	0.6818	0.7396	0.8600
0.472	3.3248	778	0.6767	0.7116	0.6767	0.8226
0.472	3.3333	780	0.6675	0.7042	0.6675	0.8170
0.472	3.3419	782	0.6374	0.7042	0.6374	0.7984
0.472	3.3504	784	0.6340	0.7442	0.6340	0.7962
0.472	3.3590	786	0.5938	0.6894	0.5938	0.7706
0.472	3.3675	788	0.5461	0.6899	0.5461	0.7390
0.472	3.3761	790	0.5541	0.7151	0.5542	0.7444
0.472	3.3846	792	0.6249	0.7237	0.6249	0.7905
0.472	3.3932	794	0.7179	0.7651	0.7179	0.8473
0.472	3.4017	796	0.7902	0.7390	0.7902	0.8890
0.472	3.4103	798	0.7524	0.7390	0.7524	0.8674
0.472	3.4188	800	0.6558	0.7390	0.6558	0.8098
0.472	3.4274	802	0.5767	0.7103	0.5767	0.7594
0.472	3.4359	804	0.5265	0.6894	0.5265	0.7256
0.472	3.4444	806	0.5555	0.7116	0.5555	0.7453
0.472	3.4530	808	0.6585	0.7116	0.6585	0.8115
0.472	3.4615	810	0.6787	0.6818	0.6787	0.8239
0.472	3.4701	812	0.5864	0.7116	0.5864	0.7658
0.472	3.4786	814	0.5034	0.6894	0.5034	0.7095
0.472	3.4872	816	0.5137	0.6894	0.5137	0.7167
0.472	3.4957	818	0.5886	0.6829	0.5886	0.7672
0.472	3.5043	820	0.7191	0.7390	0.7191	0.8480
0.472	3.5128	822	0.7468	0.7390	0.7468	0.8642
0.472	3.5214	824	0.6619	0.7390	0.6619	0.8136
0.472	3.5299	826	0.5318	0.7103	0.5318	0.7293
0.472	3.5385	828	0.4335	0.6557	0.4335	0.6584
0.472	3.5470	830	0.4046	0.6879	0.4046	0.6361
0.472	3.5556	832	0.4153	0.7083	0.4153	0.6444
0.472	3.5641	834	0.4981	0.7179	0.4981	0.7057
0.472	3.5726	836	0.6762	0.7116	0.6762	0.8223
0.472	3.5812	838	0.8573	0.7050	0.8573	0.9259
0.472	3.5897	840	0.8812	0.7050	0.8812	0.9387
0.472	3.5983	842	0.7654	0.7482	0.7654	0.8749
0.472	3.6068	844	0.6219	0.6889	0.6219	0.7886
0.472	3.6154	846	0.4854	0.7021	0.4854	0.6967
0.472	3.6239	848	0.4527	0.7021	0.4527	0.6728
0.472	3.6325	850	0.4726	0.7021	0.4726	0.6875
0.472	3.6410	852	0.5637	0.6829	0.5637	0.7508
0.472	3.6496	854	0.7049	0.7390	0.7049	0.8396
0.472	3.6581	856	0.7809	0.7756	0.7809	0.8837
0.472	3.6667	858	0.7367	0.7756	0.7367	0.8583
0.472	3.6752	860	0.6331	0.7442	0.6331	0.7957
0.472	3.6838	862	0.5364	0.7237	0.5364	0.7324
0.472	3.6923	864	0.4715	0.7021	0.4715	0.6867
0.472	3.7009	866	0.4316	0.6715	0.4316	0.6570
0.472	3.7094	868	0.4236	0.7083	0.4236	0.6508
0.472	3.7179	870	0.4578	0.7162	0.4578	0.6766
0.472	3.7265	872	0.5609	0.7442	0.5609	0.7490
0.472	3.7350	874	0.7176	0.7390	0.7176	0.8471
0.472	3.7436	876	0.8115	0.7255	0.8115	0.9008
0.472	3.7521	878	0.7727	0.7616	0.7727	0.8790
0.472	3.7607	880	0.6534	0.7756	0.6534	0.8084
0.472	3.7692	882	0.5354	0.7601	0.5354	0.7317
0.472	3.7778	884	0.4768	0.7540	0.4768	0.6905
0.472	3.7863	886	0.4880	0.7372	0.4880	0.6985
0.472	3.7949	888	0.5452	0.6829	0.5452	0.7384
0.472	3.8034	890	0.6075	0.7042	0.6075	0.7794
0.472	3.8120	892	0.6178	0.7042	0.6178	0.7860
0.472	3.8205	894	0.6600	0.7756	0.6600	0.8124
0.472	3.8291	896	0.6085	0.7442	0.6085	0.7800
0.472	3.8376	898	0.5384	0.7237	0.5384	0.7338
0.472	3.8462	900	0.4981	0.7162	0.4981	0.7058
0.472	3.8547	902	0.4987	0.7372	0.4987	0.7062
0.472	3.8632	904	0.4741	0.7162	0.4741	0.6885
0.472	3.8718	906	0.4747	0.7162	0.4747	0.6890
0.472	3.8803	908	0.5319	0.7442	0.5319	0.7293
0.472	3.8889	910	0.5714	0.7042	0.5714	0.7559
0.472	3.8974	912	0.5430	0.7042	0.5430	0.7369
0.472	3.9060	914	0.5150	0.7372	0.5150	0.7176
0.472	3.9145	916	0.5025	0.7162	0.5025	0.7089
0.472	3.9231	918	0.5284	0.7162	0.5284	0.7269
0.472	3.9316	920	0.5908	0.7042	0.5908	0.7686
0.472	3.9402	922	0.5930	0.664	0.5930	0.7701
0.472	3.9487	924	0.6441	0.664	0.6441	0.8025
0.472	3.9573	926	0.6981	0.664	0.6981	0.8355
0.472	3.9658	928	0.6679	0.664	0.6679	0.8173
0.472	3.9744	930	0.5596	0.6778	0.5596	0.7481
0.472	3.9829	932	0.4741	0.6957	0.4741	0.6886
0.472	3.9915	934	0.4615	0.7021	0.4615	0.6793
0.472	4.0	936	0.4902	0.6957	0.4902	0.7001
0.472	4.0085	938	0.5674	0.7116	0.5674	0.7533
0.472	4.0171	940	0.6389	0.7116	0.6389	0.7993
0.472	4.0256	942	0.6147	0.7116	0.6147	0.7841
0.472	4.0342	944	0.5323	0.7442	0.5323	0.7296
0.472	4.0427	946	0.4558	0.7425	0.4558	0.6751
0.472	4.0513	948	0.4466	0.7785	0.4466	0.6683
0.472	4.0598	950	0.4912	0.7645	0.4912	0.7009
0.472	4.0684	952	0.5501	0.7442	0.5501	0.7417
0.472	4.0769	954	0.5490	0.7442	0.5490	0.7409
0.472	4.0855	956	0.5418	0.7442	0.5418	0.7361
0.472	4.0940	958	0.4937	0.7586	0.4937	0.7026
0.472	4.1026	960	0.4900	0.7586	0.4900	0.7000
0.472	4.1111	962	0.5382	0.7586	0.5382	0.7336
0.472	4.1197	964	0.5988	0.7181	0.5988	0.7738
0.472	4.1282	966	0.5888	0.7181	0.5888	0.7674
0.472	4.1368	968	0.5243	0.7586	0.5243	0.7241
0.472	4.1453	970	0.4832	0.7586	0.4832	0.6951
0.472	4.1538	972	0.4500	0.7240	0.4500	0.6708
0.472	4.1624	974	0.4422	0.7635	0.4422	0.6650
0.472	4.1709	976	0.4604	0.7586	0.4604	0.6785
0.472	4.1795	978	0.4662	0.7586	0.4662	0.6828
0.472	4.1880	980	0.5036	0.7586	0.5036	0.7097
0.472	4.1966	982	0.6052	0.7116	0.6052	0.7779
0.472	4.2051	984	0.6897	0.7050	0.6897	0.8305
0.472	4.2137	986	0.7365	0.7050	0.7365	0.8582
0.472	4.2222	988	0.6635	0.7050	0.6635	0.8146
0.472	4.2308	990	0.5874	0.664	0.5874	0.7664
0.472	4.2393	992	0.5383	0.7116	0.5383	0.7337
0.472	4.2479	994	0.5925	0.664	0.5925	0.7697
0.472	4.2564	996	0.6628	0.664	0.6628	0.8141
0.472	4.2650	998	0.7015	0.664	0.7015	0.8376
0.1556	4.2735	1000	0.6440	0.7116	0.6440	0.8025
0.1556	4.2821	1002	0.5947	0.7116	0.5947	0.7712
0.1556	4.2906	1004	0.5825	0.7266	0.5825	0.7632
0.1556	4.2991	1006	0.6139	0.7266	0.6139	0.7835
0.1556	4.3077	1008	0.6339	0.7266	0.6339	0.7962
0.1556	4.3162	1010	0.6980	0.6818	0.6980	0.8354
0.1556	4.3248	1012	0.7075	0.6818	0.7075	0.8411
0.1556	4.3333	1014	0.6395	0.7042	0.6395	0.7997
0.1556	4.3419	1016	0.5785	0.7442	0.5785	0.7606
0.1556	4.3504	1018	0.5918	0.7442	0.5918	0.7693
0.1556	4.3590	1020	0.6496	0.7442	0.6496	0.8060
0.1556	4.3675	1022	0.7267	0.7181	0.7267	0.8524
0.1556	4.3761	1024	0.6920	0.7442	0.6920	0.8318
0.1556	4.3846	1026	0.6109	0.7799	0.6109	0.7816
0.1556	4.3932	1028	0.5261	0.7799	0.5261	0.7254
0.1556	4.4017	1030	0.5167	0.7948	0.5167	0.7188
0.1556	4.4103	1032	0.5500	0.7799	0.5500	0.7416
0.1556	4.4188	1034	0.5908	0.7442	0.5908	0.7687
0.1556	4.4274	1036	0.6675	0.7181	0.6675	0.8170
0.1556	4.4359	1038	0.7946	0.6818	0.7946	0.8914
0.1556	4.4444	1040	0.8705	0.7050	0.8705	0.9330
0.1556	4.4530	1042	0.8373	0.7050	0.8373	0.9150
0.1556	4.4615	1044	0.7239	0.6818	0.7239	0.8508
0.1556	4.4701	1046	0.6221	0.6818	0.6221	0.7887
0.1556	4.4786	1048	0.5959	0.7116	0.5959	0.7720
0.1556	4.4872	1050	0.6004	0.7442	0.6004	0.7749
0.1556	4.4957	1052	0.6812	0.7442	0.6812	0.8253
0.1556	4.5043	1054	0.7826	0.7482	0.7826	0.8847
0.1556	4.5128	1056	0.8725	0.6980	0.8725	0.9341
0.1556	4.5214	1058	0.8384	0.7287	0.8384	0.9157
0.1556	4.5299	1060	0.7646	0.7050	0.7646	0.8744
0.1556	4.5385	1062	0.7458	0.7050	0.7458	0.8636
0.1556	4.5470	1064	0.6625	0.664	0.6625	0.8139
0.1556	4.5556	1066	0.6473	0.664	0.6473	0.8045
0.1556	4.5641	1068	0.7240	0.664	0.7240	0.8509
0.1556	4.5726	1070	0.8543	0.6980	0.8543	0.9243
0.1556	4.5812	1072	0.9042	0.7368	0.9042	0.9509
0.1556	4.5897	1074	0.8315	0.7287	0.8315	0.9119
0.1556	4.5983	1076	0.6957	0.7042	0.6957	0.8341
0.1556	4.6068	1078	0.6085	0.7442	0.6085	0.7800
0.1556	4.6154	1080	0.5807	0.7442	0.5807	0.7620
0.1556	4.6239	1082	0.6309	0.7442	0.6309	0.7943
0.1556	4.6325	1084	0.6525	0.7442	0.6525	0.8078
0.1556	4.6410	1086	0.6665	0.7442	0.6665	0.8164
0.1556	4.6496	1088	0.7219	0.7442	0.7219	0.8496
0.1556	4.6581	1090	0.7856	0.6316	0.7856	0.8863
0.1556	4.6667	1092	0.7432	0.6316	0.7432	0.8621
0.1556	4.6752	1094	0.7428	0.6557	0.7428	0.8619
0.1556	4.6838	1096	0.6971	0.6557	0.6971	0.8349
0.1556	4.6923	1098	0.6072	0.6778	0.6072	0.7793
0.1556	4.7009	1100	0.5490	0.7266	0.5490	0.7409
0.1556	4.7094	1102	0.4838	0.7586	0.4838	0.6956
0.1556	4.7179	1104	0.4831	0.7586	0.4831	0.6951
0.1556	4.7265	1106	0.5332	0.7586	0.5332	0.7302
0.1556	4.7350	1108	0.6146	0.7442	0.6146	0.7840
0.1556	4.7436	1110	0.6903	0.7756	0.6903	0.8309
0.1556	4.7521	1112	0.7565	0.7756	0.7565	0.8698
0.1556	4.7607	1114	0.7594	0.7756	0.7594	0.8714
0.1556	4.7692	1116	0.6973	0.7756	0.6973	0.8351
0.1556	4.7778	1118	0.6236	0.7556	0.6236	0.7897
0.1556	4.7863	1120	0.5559	0.7237	0.5559	0.7456
0.1556	4.7949	1122	0.5356	0.7237	0.5356	0.7318
0.1556	4.8034	1124	0.5443	0.7237	0.5443	0.7377
0.1556	4.8120	1126	0.5495	0.7442	0.5495	0.7413
0.1556	4.8205	1128	0.5089	0.7237	0.5089	0.7134
0.1556	4.8291	1130	0.4626	0.7635	0.4626	0.6802
0.1556	4.8376	1132	0.4518	0.7635	0.4518	0.6722
0.1556	4.8462	1134	0.4534	0.7635	0.4534	0.6734
0.1556	4.8547	1136	0.4860	0.6829	0.4860	0.6971
0.1556	4.8632	1138	0.5270	0.7042	0.5270	0.7259
0.1556	4.8718	1140	0.5334	0.7042	0.5334	0.7303
0.1556	4.8803	1142	0.5119	0.7042	0.5119	0.7155
0.1556	4.8889	1144	0.5427	0.7042	0.5427	0.7367
0.1556	4.8974	1146	0.5975	0.7390	0.5975	0.7730
0.1556	4.9060	1148	0.5783	0.7042	0.5783	0.7605
0.1556	4.9145	1150	0.5867	0.7390	0.5867	0.7660
0.1556	4.9231	1152	0.5526	0.7042	0.5526	0.7434
0.1556	4.9316	1154	0.4653	0.7290	0.4653	0.6821
0.1556	4.9402	1156	0.4186	0.7290	0.4186	0.6470
0.1556	4.9487	1158	0.4062	0.7342	0.4062	0.6374
0.1556	4.9573	1160	0.4184	0.7290	0.4184	0.6468
0.1556	4.9658	1162	0.4711	0.7237	0.4711	0.6864
0.1556	4.9744	1164	0.5210	0.7756	0.5210	0.7218
0.1556	4.9829	1166	0.5548	0.7756	0.5548	0.7448
0.1556	4.9915	1168	0.5566	0.7756	0.5566	0.7461
0.1556	5.0	1170	0.5491	0.7442	0.5491	0.7410
0.1556	5.0085	1172	0.5377	0.7442	0.5377	0.7333
0.1556	5.0171	1174	0.5057	0.7442	0.5057	0.7111
0.1556	5.0256	1176	0.4938	0.7442	0.4938	0.7027
0.1556	5.0342	1178	0.4892	0.7442	0.4892	0.6994
0.1556	5.0427	1180	0.4756	0.7442	0.4756	0.6896
0.1556	5.0513	1182	0.5072	0.7442	0.5072	0.7122
0.1556	5.0598	1184	0.5665	0.7442	0.5665	0.7527
0.1556	5.0684	1186	0.5638	0.7442	0.5638	0.7509
0.1556	5.0769	1188	0.5316	0.7237	0.5316	0.7291
0.1556	5.0855	1190	0.4712	0.7237	0.4712	0.6865
0.1556	5.0940	1192	0.4157	0.7425	0.4157	0.6447
0.1556	5.1026	1194	0.4074	0.7425	0.4074	0.6383
0.1556	5.1111	1196	0.4244	0.7425	0.4244	0.6514
0.1556	5.1197	1198	0.4724	0.7237	0.4724	0.6873
0.1556	5.1282	1200	0.5752	0.7116	0.5752	0.7584
0.1556	5.1368	1202	0.6856	0.6957	0.6856	0.8280
0.1556	5.1453	1204	0.7849	0.6957	0.7849	0.8859
0.1556	5.1538	1206	0.8715	0.7386	0.8715	0.9336
0.1556	5.1624	1208	0.8404	0.6957	0.8404	0.9167
0.1556	5.1709	1210	0.7290	0.6957	0.7290	0.8538
0.1556	5.1795	1212	0.6317	0.6578	0.6317	0.7948
0.1556	5.1880	1214	0.5633	0.6578	0.5633	0.7505
0.1556	5.1966	1216	0.5764	0.6578	0.5764	0.7592
0.1556	5.2051	1218	0.6193	0.6441	0.6193	0.7869
0.1556	5.2137	1220	0.6189	0.6403	0.6189	0.7867
0.1556	5.2222	1222	0.5948	0.6818	0.5948	0.7712
0.1556	5.2308	1224	0.5703	0.7260	0.5703	0.7552
0.1556	5.2393	1226	0.5042	0.7103	0.5042	0.7101
0.1556	5.2479	1228	0.4721	0.6894	0.4721	0.6871
0.1556	5.2564	1230	0.4955	0.7103	0.4955	0.7039
0.1556	5.2650	1232	0.5047	0.6829	0.5047	0.7104
0.1556	5.2735	1234	0.5444	0.7042	0.5444	0.7378
0.1556	5.2821	1236	0.5744	0.7042	0.5744	0.7579
0.1556	5.2906	1238	0.5559	0.7442	0.5559	0.7456
0.1556	5.2991	1240	0.5246	0.7442	0.5246	0.7243
0.1556	5.3077	1242	0.5128	0.7290	0.5128	0.7161
0.1556	5.3162	1244	0.4887	0.7425	0.4887	0.6990
0.1556	5.3248	1246	0.4601	0.7267	0.4601	0.6783
0.1556	5.3333	1248	0.4527	0.6899	0.4527	0.6728
0.1556	5.3419	1250	0.4681	0.6899	0.4681	0.6842
0.1556	5.3504	1252	0.5095	0.7425	0.5095	0.7138
0.1556	5.3590	1254	0.5487	0.7036	0.5487	0.7407
0.1556	5.3675	1256	0.5561	0.7237	0.5561	0.7457
0.1556	5.3761	1258	0.5264	0.7162	0.5264	0.7255
0.1556	5.3846	1260	0.4789	0.7162	0.4789	0.6920
0.1556	5.3932	1262	0.4436	0.6715	0.4436	0.6660
0.1556	5.4017	1264	0.4322	0.5783	0.4322	0.6574
0.1556	5.4103	1266	0.4308	0.5783	0.4308	0.6563
0.1556	5.4188	1268	0.4423	0.6715	0.4423	0.6651
0.1556	5.4274	1270	0.4875	0.6738	0.4875	0.6982
0.1556	5.4359	1272	0.5383	0.7179	0.5383	0.7337
0.1556	5.4444	1274	0.5532	0.7407	0.5532	0.7438
0.1556	5.4530	1276	0.5742	0.7651	0.5742	0.7578
0.1556	5.4615	1278	0.5435	0.7442	0.5435	0.7372
0.1556	5.4701	1280	0.4966	0.7162	0.4966	0.7047
0.1556	5.4786	1282	0.4946	0.7162	0.4946	0.7033
0.1556	5.4872	1284	0.4847	0.7162	0.4847	0.6962
0.1556	5.4957	1286	0.4782	0.7162	0.4782	0.6916
0.1556	5.5043	1288	0.5144	0.7162	0.5144	0.7172
0.1556	5.5128	1290	0.5775	0.7260	0.5775	0.7599
0.1556	5.5214	1292	0.5878	0.7260	0.5878	0.7667
0.1556	5.5299	1294	0.5713	0.7348	0.5713	0.7558
0.1556	5.5385	1296	0.5558	0.7510	0.5558	0.7455
0.1556	5.5470	1298	0.5894	0.7510	0.5894	0.7677
0.1556	5.5556	1300	0.5852	0.7510	0.5852	0.7650
0.1556	5.5641	1302	0.5600	0.7266	0.5600	0.7483
0.1556	5.5726	1304	0.5426	0.7266	0.5426	0.7366
0.1556	5.5812	1306	0.5147	0.7027	0.5147	0.7174
0.1556	5.5897	1308	0.5342	0.6957	0.5342	0.7309
0.1556	5.5983	1310	0.5369	0.7372	0.5369	0.7328
0.1556	5.6068	1312	0.5438	0.7442	0.5438	0.7374
0.1556	5.6154	1314	0.5312	0.7586	0.5312	0.7288
0.1556	5.6239	1316	0.5291	0.7586	0.5291	0.7274
0.1556	5.6325	1318	0.5187	0.7372	0.5187	0.7202
0.1556	5.6410	1320	0.4893	0.7162	0.4893	0.6995
0.1556	5.6496	1322	0.4655	0.7162	0.4655	0.6823
0.1556	5.6581	1324	0.4575	0.7162	0.4575	0.6764
0.1556	5.6667	1326	0.4749	0.7162	0.4749	0.6891
0.1556	5.6752	1328	0.5013	0.7162	0.5013	0.7080
0.1556	5.6838	1330	0.5397	0.7036	0.5397	0.7346
0.1556	5.6923	1332	0.5437	0.7036	0.5437	0.7374
0.1556	5.7009	1334	0.5586	0.7036	0.5586	0.7474
0.1556	5.7094	1336	0.5324	0.7036	0.5324	0.7297
0.1556	5.7179	1338	0.5083	0.7036	0.5083	0.7130
0.1556	5.7265	1340	0.4832	0.7290	0.4832	0.6951
0.1556	5.7350	1342	0.4651	0.7290	0.4651	0.6820
0.1556	5.7436	1344	0.4675	0.7290	0.4675	0.6838
0.1556	5.7521	1346	0.4769	0.7290	0.4769	0.6906
0.1556	5.7607	1348	0.5088	0.7036	0.5088	0.7133
0.1556	5.7692	1350	0.5922	0.7442	0.5922	0.7695
0.1556	5.7778	1352	0.6437	0.7756	0.6437	0.8023
0.1556	5.7863	1354	0.6241	0.7442	0.6241	0.7900
0.1556	5.7949	1356	0.5514	0.7237	0.5514	0.7426
0.1556	5.8034	1358	0.4721	0.7036	0.4721	0.6871
0.1556	5.8120	1360	0.4315	0.7425	0.4315	0.6569
0.1556	5.8205	1362	0.4184	0.7425	0.4184	0.6468
0.1556	5.8291	1364	0.4242	0.7425	0.4242	0.6513
0.1556	5.8376	1366	0.4429	0.7290	0.4429	0.6655
0.1556	5.8462	1368	0.4787	0.7237	0.4787	0.6919
0.1556	5.8547	1370	0.5585	0.7442	0.5585	0.7473
0.1556	5.8632	1372	0.6164	0.7535	0.6164	0.7851
0.1556	5.8718	1374	0.6082	0.7535	0.6082	0.7799
0.1556	5.8803	1376	0.5530	0.7535	0.5530	0.7436
0.1556	5.8889	1378	0.4839	0.7586	0.4839	0.6956
0.1556	5.8974	1380	0.4282	0.7220	0.4282	0.6543
0.1556	5.9060	1382	0.4021	0.6842	0.4021	0.6341
0.1556	5.9145	1384	0.3974	0.6842	0.3974	0.6304
0.1556	5.9231	1386	0.4007	0.7934	0.4007	0.6330
0.1556	5.9316	1388	0.4242	0.7785	0.4242	0.6513
0.1556	5.9402	1390	0.4689	0.7645	0.4689	0.6848
0.1556	5.9487	1392	0.5492	0.7237	0.5492	0.7411
0.1556	5.9573	1394	0.6073	0.7442	0.6073	0.7793
0.1556	5.9658	1396	0.6272	0.7756	0.6272	0.7920
0.1556	5.9744	1398	0.6054	0.7442	0.6054	0.7781
0.1556	5.9829	1400	0.5786	0.7442	0.5786	0.7606
0.1556	5.9915	1402	0.5616	0.7442	0.5616	0.7494
0.1556	6.0	1404	0.5017	0.7237	0.5017	0.7083
0.1556	6.0085	1406	0.4828	0.7492	0.4828	0.6948
0.1556	6.0171	1408	0.4720	0.7492	0.4720	0.6870
0.1556	6.0256	1410	0.4647	0.7635	0.4647	0.6817
0.1556	6.0342	1412	0.4834	0.7372	0.4834	0.6953
0.1556	6.0427	1414	0.5328	0.7042	0.5328	0.7299
0.1556	6.0513	1416	0.5615	0.7042	0.5615	0.7494
0.1556	6.0598	1418	0.5430	0.7042	0.5430	0.7369
0.1556	6.0684	1420	0.5141	0.6957	0.5141	0.7170
0.1556	6.0769	1422	0.4981	0.6957	0.4981	0.7057
0.1556	6.0855	1424	0.4845	0.7240	0.4845	0.6961
0.1556	6.0940	1426	0.4990	0.6957	0.4990	0.7064
0.1556	6.1026	1428	0.5271	0.6957	0.5271	0.7260
0.1556	6.1111	1430	0.5597	0.6829	0.5597	0.7481
0.1556	6.1197	1432	0.5982	0.7042	0.5982	0.7734
0.1556	6.1282	1434	0.6261	0.7042	0.6261	0.7913
0.1556	6.1368	1436	0.6721	0.7482	0.6721	0.8198
0.1556	6.1453	1438	0.6805	0.7116	0.6805	0.8249
0.1556	6.1538	1440	0.6409	0.7116	0.6409	0.8005
0.1556	6.1624	1442	0.6254	0.7116	0.6254	0.7908
0.1556	6.1709	1444	0.6104	0.7042	0.6104	0.7813
0.1556	6.1795	1446	0.5921	0.7042	0.5921	0.7695
0.1556	6.1880	1448	0.5816	0.7042	0.5816	0.7627
0.1556	6.1966	1450	0.5702	0.7042	0.5702	0.7551
0.1556	6.2051	1452	0.5425	0.7042	0.5425	0.7366
0.1556	6.2137	1454	0.5290	0.7179	0.5290	0.7273
0.1556	6.2222	1456	0.5498	0.7042	0.5498	0.7415
0.1556	6.2308	1458	0.5892	0.7042	0.5892	0.7676
0.1556	6.2393	1460	0.6330	0.7042	0.6330	0.7956
0.1556	6.2479	1462	0.6865	0.7482	0.6865	0.8285
0.1556	6.2564	1464	0.7152	0.7482	0.7152	0.8457
0.1556	6.2650	1466	0.7134	0.7482	0.7134	0.8446
0.1556	6.2735	1468	0.7126	0.7116	0.7126	0.8442
0.1556	6.2821	1470	0.6786	0.7116	0.6786	0.8238
0.1556	6.2906	1472	0.6107	0.7266	0.6107	0.7815
0.1556	6.2991	1474	0.5593	0.7266	0.5593	0.7479
0.1556	6.3077	1476	0.5239	0.7266	0.5239	0.7238
0.1556	6.3162	1478	0.4968	0.7266	0.4968	0.7049
0.1556	6.3248	1480	0.4959	0.7266	0.4959	0.7042
0.1556	6.3333	1482	0.5294	0.7266	0.5294	0.7276
0.1556	6.3419	1484	0.5424	0.7266	0.5424	0.7365
0.1556	6.3504	1486	0.5624	0.7266	0.5624	0.7500
0.1556	6.3590	1488	0.5699	0.7266	0.5699	0.7549
0.1556	6.3675	1490	0.5359	0.7266	0.5359	0.7321
0.1556	6.3761	1492	0.5155	0.7692	0.5155	0.7180
0.1556	6.3846	1494	0.5240	0.7692	0.5240	0.7239
0.1556	6.3932	1496	0.5679	0.7692	0.5679	0.7536
0.1556	6.4017	1498	0.6311	0.7116	0.6311	0.7944
0.0935	6.4103	1500	0.6597	0.7116	0.6597	0.8122
0.0935	6.4188	1502	0.6661	0.7116	0.6661	0.8161
0.0935	6.4274	1504	0.6520	0.7116	0.6520	0.8075
0.0935	6.4359	1506	0.6226	0.7116	0.6226	0.7891
0.0935	6.4444	1508	0.6301	0.7116	0.6301	0.7938
0.0935	6.4530	1510	0.6337	0.7266	0.6337	0.7960
0.0935	6.4615	1512	0.6202	0.7266	0.6202	0.7875
0.0935	6.4701	1514	0.5849	0.7266	0.5849	0.7648
0.0935	6.4786	1516	0.5639	0.7266	0.5639	0.7509
0.0935	6.4872	1518	0.5877	0.7266	0.5877	0.7666
0.0935	6.4957	1520	0.6383	0.7116	0.6383	0.7989
0.0935	6.5043	1522	0.6465	0.7116	0.6465	0.8041
0.0935	6.5128	1524	0.6074	0.7116	0.6074	0.7794
0.0935	6.5214	1526	0.5476	0.7266	0.5476	0.7400
0.0935	6.5299	1528	0.5108	0.7266	0.5108	0.7147
0.0935	6.5385	1530	0.4899	0.7266	0.4899	0.7000
0.0935	6.5470	1532	0.4879	0.7266	0.4879	0.6985
0.0935	6.5556	1534	0.4959	0.7266	0.4959	0.7042
0.0935	6.5641	1536	0.5093	0.7266	0.5093	0.7137
0.0935	6.5726	1538	0.5089	0.7266	0.5089	0.7134
0.0935	6.5812	1540	0.5259	0.7266	0.5259	0.7252
0.0935	6.5897	1542	0.5332	0.7266	0.5332	0.7302
0.0935	6.5983	1544	0.5245	0.7266	0.5245	0.7242
0.0935	6.6068	1546	0.5242	0.7266	0.5242	0.7241
0.0935	6.6154	1548	0.5170	0.7266	0.5170	0.7190
0.0935	6.6239	1550	0.5112	0.7266	0.5112	0.7150
0.0935	6.6325	1552	0.5324	0.7266	0.5324	0.7297
0.0935	6.6410	1554	0.5402	0.7266	0.5402	0.7350
0.0935	6.6496	1556	0.5542	0.7535	0.5542	0.7444
0.0935	6.6581	1558	0.5426	0.7442	0.5426	0.7366
0.0935	6.6667	1560	0.5339	0.7442	0.5339	0.7307
0.0935	6.6752	1562	0.5119	0.7372	0.5119	0.7155
0.0935	6.6838	1564	0.5229	0.7464	0.5229	0.7231
0.0935	6.6923	1566	0.5528	0.7266	0.5528	0.7435
0.0935	6.7009	1568	0.5767	0.7266	0.5767	0.7594
0.0935	6.7094	1570	0.5788	0.7266	0.5788	0.7608
0.0935	6.7179	1572	0.5796	0.7266	0.5796	0.7613
0.0935	6.7265	1574	0.5998	0.7266	0.5998	0.7745
0.0935	6.7350	1576	0.5989	0.6778	0.5989	0.7739
0.0935	6.7436	1578	0.5902	0.6778	0.5902	0.7682
0.0935	6.7521	1580	0.5893	0.6778	0.5893	0.7676
0.0935	6.7607	1582	0.5979	0.6778	0.5979	0.7733
0.0935	6.7692	1584	0.6224	0.664	0.6224	0.7889
0.0935	6.7778	1586	0.6535	0.7116	0.6535	0.8084
0.0935	6.7863	1588	0.6953	0.7482	0.6953	0.8339
0.0935	6.7949	1590	0.6826	0.7482	0.6826	0.8262
0.0935	6.8034	1592	0.6765	0.7482	0.6765	0.8225
0.0935	6.8120	1594	0.6506	0.7482	0.6506	0.8066
0.0935	6.8205	1596	0.5901	0.7116	0.5901	0.7682
0.0935	6.8291	1598	0.5388	0.7442	0.5388	0.7341
0.0935	6.8376	1600	0.4928	0.7492	0.4928	0.7020
0.0935	6.8462	1602	0.4833	0.7492	0.4833	0.6952
0.0935	6.8547	1604	0.5008	0.7442	0.5008	0.7077
0.0935	6.8632	1606	0.4973	0.7442	0.4973	0.7052
0.0935	6.8718	1608	0.5079	0.7442	0.5079	0.7126
0.0935	6.8803	1610	0.5041	0.7442	0.5041	0.7100
0.0935	6.8889	1612	0.4818	0.7586	0.4818	0.6941
0.0935	6.8974	1614	0.4422	0.7635	0.4422	0.6650
0.0935	6.9060	1616	0.4303	0.7785	0.4303	0.6560
0.0935	6.9145	1618	0.4439	0.7785	0.4439	0.6663
0.0935	6.9231	1620	0.4642	0.7850	0.4642	0.6813
0.0935	6.9316	1622	0.5132	0.7442	0.5132	0.7164
0.0935	6.9402	1624	0.5431	0.7442	0.5431	0.7369
0.0935	6.9487	1626	0.5571	0.7442	0.5571	0.7464
0.0935	6.9573	1628	0.5339	0.7442	0.5339	0.7307
0.0935	6.9658	1630	0.4985	0.7442	0.4985	0.7060
0.0935	6.9744	1632	0.4944	0.7442	0.4944	0.7031
0.0935	6.9829	1634	0.4703	0.8037	0.4703	0.6858
0.0935	6.9915	1636	0.4683	0.8037	0.4683	0.6843
0.0935	7.0	1638	0.4867	0.7442	0.4867	0.6976
0.0935	7.0085	1640	0.5096	0.7442	0.5096	0.7138
0.0935	7.0171	1642	0.5106	0.7442	0.5106	0.7146
0.0935	7.0256	1644	0.5165	0.7442	0.5165	0.7187
0.0935	7.0342	1646	0.5141	0.7442	0.5141	0.7170
0.0935	7.0427	1648	0.5270	0.7116	0.5270	0.7259
0.0935	7.0513	1650	0.5125	0.7266	0.5125	0.7159
0.0935	7.0598	1652	0.5317	0.7266	0.5317	0.7291
0.0935	7.0684	1654	0.5798	0.7116	0.5798	0.7615
0.0935	7.0769	1656	0.5916	0.7116	0.5916	0.7691
0.0935	7.0855	1658	0.5716	0.7266	0.5716	0.7561
0.0935	7.0940	1660	0.5540	0.7266	0.5540	0.7443
0.0935	7.1026	1662	0.5137	0.7266	0.5137	0.7167
0.0935	7.1111	1664	0.4744	0.7266	0.4744	0.6888
0.0935	7.1197	1666	0.4701	0.7266	0.4701	0.6856
0.0935	7.1282	1668	0.4857	0.7266	0.4857	0.6969
0.0935	7.1368	1670	0.5167	0.7266	0.5167	0.7188
0.0935	7.1453	1672	0.5322	0.7116	0.5322	0.7295
0.0935	7.1538	1674	0.5756	0.7116	0.5756	0.7587
0.0935	7.1624	1676	0.6081	0.7482	0.6081	0.7798
0.0935	7.1709	1678	0.5986	0.7482	0.5986	0.7737
0.0935	7.1795	1680	0.5495	0.7535	0.5495	0.7413
0.0935	7.1880	1682	0.4973	0.7442	0.4973	0.7052
0.0935	7.1966	1684	0.4583	0.7586	0.4583	0.6770
0.0935	7.2051	1686	0.4534	0.7586	0.4534	0.6734
0.0935	7.2137	1688	0.4501	0.7586	0.4501	0.6709
0.0935	7.2222	1690	0.4518	0.7692	0.4518	0.6722
0.0935	7.2308	1692	0.4725	0.7266	0.4725	0.6874
0.0935	7.2393	1694	0.5137	0.7266	0.5137	0.7167
0.0935	7.2479	1696	0.5619	0.7116	0.5619	0.7496
0.0935	7.2564	1698	0.6136	0.7116	0.6136	0.7833
0.0935	7.2650	1700	0.6275	0.7116	0.6275	0.7922
0.0935	7.2735	1702	0.6471	0.7482	0.6471	0.8044
0.0935	7.2821	1704	0.6451	0.7482	0.6451	0.8032
0.0935	7.2906	1706	0.6067	0.7482	0.6067	0.7789
0.0935	7.2991	1708	0.5911	0.7116	0.5911	0.7688
0.0935	7.3077	1710	0.5618	0.7116	0.5618	0.7495
0.0935	7.3162	1712	0.5407	0.7116	0.5407	0.7353
0.0935	7.3248	1714	0.5185	0.7116	0.5185	0.7200
0.0935	7.3333	1716	0.5015	0.7266	0.5015	0.7082
0.0935	7.3419	1718	0.5187	0.7116	0.5187	0.7202
0.0935	7.3504	1720	0.5267	0.7116	0.5267	0.7257
0.0935	7.3590	1722	0.5380	0.7116	0.5380	0.7335
0.0935	7.3675	1724	0.5273	0.7116	0.5273	0.7262
0.0935	7.3761	1726	0.5232	0.7535	0.5232	0.7233
0.0935	7.3846	1728	0.5152	0.7442	0.5152	0.7178
0.0935	7.3932	1730	0.5169	0.7535	0.5169	0.7190
0.0935	7.4017	1732	0.5317	0.7116	0.5317	0.7292
0.0935	7.4103	1734	0.5408	0.7116	0.5408	0.7354
0.0935	7.4188	1736	0.5556	0.7116	0.5556	0.7454
0.0935	7.4274	1738	0.5528	0.7116	0.5528	0.7435
0.0935	7.4359	1740	0.5280	0.7266	0.5280	0.7267
0.0935	7.4444	1742	0.4969	0.7266	0.4969	0.7049
0.0935	7.4530	1744	0.4886	0.7266	0.4886	0.6990
0.0935	7.4615	1746	0.4985	0.7266	0.4985	0.7061
0.0935	7.4701	1748	0.5053	0.7116	0.5053	0.7109
0.0935	7.4786	1750	0.5135	0.7116	0.5135	0.7166
0.0935	7.4872	1752	0.5196	0.7116	0.5196	0.7208
0.0935	7.4957	1754	0.5181	0.7116	0.5181	0.7198
0.0935	7.5043	1756	0.5090	0.7179	0.5090	0.7134
0.0935	7.5128	1758	0.5359	0.7535	0.5359	0.7320
0.0935	7.5214	1760	0.5829	0.7864	0.5829	0.7635
0.0935	7.5299	1762	0.5987	0.7756	0.5987	0.7738
0.0935	7.5385	1764	0.5894	0.7756	0.5894	0.7677
0.0935	7.5470	1766	0.5720	0.7864	0.5720	0.7563
0.0935	7.5556	1768	0.5765	0.7864	0.5765	0.7592
0.0935	7.5641	1770	0.5897	0.7482	0.5897	0.7679
0.0935	7.5726	1772	0.6111	0.7482	0.6111	0.7817
0.0935	7.5812	1774	0.6206	0.7482	0.6206	0.7878
0.0935	7.5897	1776	0.6168	0.7116	0.6168	0.7854
0.0935	7.5983	1778	0.5872	0.7116	0.5872	0.7663
0.0935	7.6068	1780	0.5540	0.7116	0.5540	0.7443
0.0935	7.6154	1782	0.5118	0.7266	0.5118	0.7154
0.0935	7.6239	1784	0.4667	0.7266	0.4667	0.6831
0.0935	7.6325	1786	0.4277	0.7971	0.4277	0.6540
0.0935	7.6410	1788	0.4160	0.7623	0.4160	0.6450
0.0935	7.6496	1790	0.4245	0.7971	0.4245	0.6516
0.0935	7.6581	1792	0.4513	0.7692	0.4513	0.6718
0.0935	7.6667	1794	0.4936	0.7266	0.4936	0.7026
0.0935	7.6752	1796	0.5274	0.7266	0.5274	0.7262
0.0935	7.6838	1798	0.5359	0.7266	0.5359	0.7320
0.0935	7.6923	1800	0.5484	0.7116	0.5484	0.7406
0.0935	7.7009	1802	0.5658	0.7116	0.5658	0.7522
0.0935	7.7094	1804	0.5659	0.7116	0.5659	0.7523
0.0935	7.7179	1806	0.5574	0.7116	0.5574	0.7466
0.0935	7.7265	1808	0.5411	0.7535	0.5411	0.7356
0.0935	7.7350	1810	0.5533	0.7535	0.5533	0.7439
0.0935	7.7436	1812	0.5834	0.7535	0.5834	0.7638
0.0935	7.7521	1814	0.6024	0.7535	0.6024	0.7762
0.0935	7.7607	1816	0.5881	0.7535	0.5881	0.7669
0.0935	7.7692	1818	0.5870	0.7535	0.5870	0.7661
0.0935	7.7778	1820	0.5930	0.7535	0.5930	0.7701
0.0935	7.7863	1822	0.6114	0.7535	0.6114	0.7819
0.0935	7.7949	1824	0.6155	0.7535	0.6155	0.7845
0.0935	7.8034	1826	0.6019	0.7535	0.6019	0.7758
0.0935	7.8120	1828	0.5817	0.7535	0.5817	0.7627
0.0935	7.8205	1830	0.5675	0.7535	0.5675	0.7533
0.0935	7.8291	1832	0.5424	0.7535	0.5424	0.7365
0.0935	7.8376	1834	0.5143	0.7692	0.5143	0.7171
0.0935	7.8462	1836	0.4985	0.7692	0.4985	0.7060
0.0935	7.8547	1838	0.4964	0.7692	0.4964	0.7045
0.0935	7.8632	1840	0.4832	0.7586	0.4832	0.6951
0.0935	7.8718	1842	0.4691	0.7586	0.4691	0.6849
0.0935	7.8803	1844	0.4780	0.7586	0.4780	0.6914
0.0935	7.8889	1846	0.5078	0.7535	0.5078	0.7126
0.0935	7.8974	1848	0.5395	0.7535	0.5395	0.7345
0.0935	7.9060	1850	0.5630	0.7535	0.5630	0.7504
0.0935	7.9145	1852	0.5668	0.7535	0.5668	0.7529
0.0935	7.9231	1854	0.5645	0.7535	0.5645	0.7513
0.0935	7.9316	1856	0.5499	0.7442	0.5499	0.7415
0.0935	7.9402	1858	0.5321	0.7442	0.5321	0.7294
0.0935	7.9487	1860	0.5222	0.7442	0.5222	0.7226
0.0935	7.9573	1862	0.5266	0.7535	0.5266	0.7257
0.0935	7.9658	1864	0.5172	0.7535	0.5172	0.7192
0.0935	7.9744	1866	0.5027	0.7442	0.5027	0.7090
0.0935	7.9829	1868	0.4987	0.7442	0.4987	0.7062
0.0935	7.9915	1870	0.4765	0.7442	0.4765	0.6903
0.0935	8.0	1872	0.4580	0.7697	0.4580	0.6768
0.0935	8.0085	1874	0.4508	0.7697	0.4508	0.6714
0.0935	8.0171	1876	0.4578	0.7697	0.4578	0.6766
0.0935	8.0256	1878	0.4891	0.7442	0.4891	0.6994
0.0935	8.0342	1880	0.5380	0.7442	0.5380	0.7335
0.0935	8.0427	1882	0.5864	0.7864	0.5864	0.7658
0.0935	8.0513	1884	0.6326	0.7864	0.6326	0.7953
0.0935	8.0598	1886	0.6412	0.7864	0.6412	0.8008
0.0935	8.0684	1888	0.6156	0.7864	0.6156	0.7846
0.0935	8.0769	1890	0.5724	0.7535	0.5724	0.7566
0.0935	8.0855	1892	0.5487	0.7535	0.5487	0.7407
0.0935	8.0940	1894	0.5226	0.7535	0.5226	0.7229
0.0935	8.1026	1896	0.5186	0.7535	0.5186	0.7201
0.0935	8.1111	1898	0.5194	0.7535	0.5194	0.7207
0.0935	8.1197	1900	0.5094	0.7535	0.5094	0.7137
0.0935	8.1282	1902	0.4912	0.7692	0.4912	0.7009
0.0935	8.1368	1904	0.4729	0.7692	0.4729	0.6877
0.0935	8.1453	1906	0.4620	0.7692	0.4620	0.6797
0.0935	8.1538	1908	0.4518	0.7586	0.4518	0.6721
0.0935	8.1624	1910	0.4523	0.7586	0.4523	0.6726
0.0935	8.1709	1912	0.4709	0.7692	0.4709	0.6862
0.0935	8.1795	1914	0.5010	0.7535	0.5010	0.7078
0.0935	8.1880	1916	0.5151	0.7442	0.5151	0.7177
0.0935	8.1966	1918	0.5178	0.7442	0.5178	0.7196
0.0935	8.2051	1920	0.5072	0.7442	0.5072	0.7121
0.0935	8.2137	1922	0.4904	0.7442	0.4904	0.7003
0.0935	8.2222	1924	0.4768	0.7442	0.4768	0.6905
0.0935	8.2308	1926	0.4717	0.7442	0.4717	0.6868
0.0935	8.2393	1928	0.4842	0.7442	0.4842	0.6958
0.0935	8.2479	1930	0.5132	0.7442	0.5132	0.7164
0.0935	8.2564	1932	0.5406	0.7535	0.5406	0.7353
0.0935	8.2650	1934	0.5835	0.7535	0.5835	0.7639
0.0935	8.2735	1936	0.6170	0.7864	0.6170	0.7855
0.0935	8.2821	1938	0.6547	0.7864	0.6547	0.8091
0.0935	8.2906	1940	0.6770	0.7864	0.6770	0.8228
0.0935	8.2991	1942	0.6719	0.7864	0.6719	0.8197
0.0935	8.3077	1944	0.6376	0.7864	0.6376	0.7985
0.0935	8.3162	1946	0.5870	0.7535	0.5870	0.7662
0.0935	8.3248	1948	0.5315	0.7535	0.5315	0.7290
0.0935	8.3333	1950	0.4892	0.7692	0.4892	0.6994
0.0935	8.3419	1952	0.4629	0.7692	0.4629	0.6804
0.0935	8.3504	1954	0.4605	0.7266	0.4605	0.6786
0.0935	8.3590	1956	0.4661	0.7266	0.4661	0.6828
0.0935	8.3675	1958	0.4636	0.7266	0.4636	0.6809
0.0935	8.3761	1960	0.4774	0.7266	0.4774	0.6909
0.0935	8.3846	1962	0.4884	0.7266	0.4884	0.6989
0.0935	8.3932	1964	0.5140	0.7266	0.5140	0.7169
0.0935	8.4017	1966	0.5495	0.7116	0.5495	0.7413
0.0935	8.4103	1968	0.5668	0.7116	0.5668	0.7529
0.0935	8.4188	1970	0.5672	0.7116	0.5672	0.7531
0.0935	8.4274	1972	0.5530	0.7116	0.5530	0.7437
0.0935	8.4359	1974	0.5355	0.7116	0.5355	0.7318
0.0935	8.4444	1976	0.5411	0.7116	0.5411	0.7356
0.0935	8.4530	1978	0.5357	0.7116	0.5357	0.7319
0.0935	8.4615	1980	0.5098	0.7116	0.5098	0.7140
0.0935	8.4701	1982	0.4901	0.7116	0.4901	0.7001
0.0935	8.4786	1984	0.4726	0.7535	0.4726	0.6875
0.0935	8.4872	1986	0.4651	0.7535	0.4651	0.6820
0.0935	8.4957	1988	0.4673	0.7535	0.4673	0.6836
0.0935	8.5043	1990	0.4857	0.7535	0.4857	0.6969
0.0935	8.5128	1992	0.5043	0.7442	0.5043	0.7101
0.0935	8.5214	1994	0.5287	0.7535	0.5287	0.7271
0.0935	8.5299	1996	0.5382	0.7535	0.5382	0.7337
0.0935	8.5385	1998	0.5309	0.7535	0.5309	0.7286
0.0755	8.5470	2000	0.5207	0.7535	0.5207	0.7216
0.0755	8.5556	2002	0.4956	0.7535	0.4956	0.7040
0.0755	8.5641	2004	0.4630	0.7442	0.4630	0.6804
0.0755	8.5726	2006	0.4481	0.7850	0.4481	0.6694
0.0755	8.5812	2008	0.4369	0.7850	0.4369	0.6609
0.0755	8.5897	2010	0.4423	0.7850	0.4423	0.6651
0.0755	8.5983	2012	0.4557	0.7697	0.4557	0.6751
0.0755	8.6068	2014	0.4714	0.7442	0.4714	0.6866
0.0755	8.6154	2016	0.4847	0.7442	0.4847	0.6962
0.0755	8.6239	2018	0.5103	0.7535	0.5103	0.7144
0.0755	8.6325	2020	0.5329	0.7535	0.5329	0.7300
0.0755	8.6410	2022	0.5328	0.7535	0.5328	0.7299
0.0755	8.6496	2024	0.5282	0.7535	0.5282	0.7268
0.0755	8.6581	2026	0.5195	0.7535	0.5195	0.7208
0.0755	8.6667	2028	0.5130	0.7535	0.5130	0.7162
0.0755	8.6752	2030	0.5024	0.7535	0.5024	0.7088
0.0755	8.6838	2032	0.5016	0.7535	0.5016	0.7083
0.0755	8.6923	2034	0.4974	0.7535	0.4974	0.7053
0.0755	8.7009	2036	0.4924	0.7535	0.4924	0.7017
0.0755	8.7094	2038	0.4872	0.7692	0.4872	0.6980
0.0755	8.7179	2040	0.4927	0.7692	0.4927	0.7020
0.0755	8.7265	2042	0.4866	0.7586	0.4866	0.6976
0.0755	8.7350	2044	0.4843	0.7586	0.4843	0.6960
0.0755	8.7436	2046	0.4875	0.7586	0.4875	0.6982
0.0755	8.7521	2048	0.4887	0.7586	0.4887	0.6990
0.0755	8.7607	2050	0.4903	0.7586	0.4903	0.7002
0.0755	8.7692	2052	0.4958	0.7586	0.4958	0.7041
0.0755	8.7778	2054	0.5016	0.7586	0.5016	0.7082
0.0755	8.7863	2056	0.5121	0.7442	0.5121	0.7156
0.0755	8.7949	2058	0.5330	0.7535	0.5330	0.7301
0.0755	8.8034	2060	0.5414	0.7535	0.5414	0.7358
0.0755	8.8120	2062	0.5349	0.7535	0.5349	0.7313
0.0755	8.8205	2064	0.5279	0.7535	0.5279	0.7266
0.0755	8.8291	2066	0.5189	0.7692	0.5189	0.7204
0.0755	8.8376	2068	0.5125	0.7692	0.5125	0.7159
0.0755	8.8462	2070	0.5120	0.7692	0.5120	0.7155
0.0755	8.8547	2072	0.5218	0.7692	0.5218	0.7223
0.0755	8.8632	2074	0.5235	0.7535	0.5235	0.7235
0.0755	8.8718	2076	0.5184	0.7535	0.5184	0.7200
0.0755	8.8803	2078	0.5165	0.7535	0.5165	0.7187
0.0755	8.8889	2080	0.5156	0.7535	0.5156	0.7180
0.0755	8.8974	2082	0.5282	0.7535	0.5282	0.7267
0.0755	8.9060	2084	0.5521	0.7535	0.5521	0.7431
0.0755	8.9145	2086	0.5639	0.7535	0.5639	0.7509
0.0755	8.9231	2088	0.5627	0.7535	0.5627	0.7502
0.0755	8.9316	2090	0.5452	0.7535	0.5452	0.7384
0.0755	8.9402	2092	0.5179	0.7535	0.5179	0.7196
0.0755	8.9487	2094	0.4977	0.7692	0.4977	0.7055
0.0755	8.9573	2096	0.4940	0.7692	0.4940	0.7028
0.0755	8.9658	2098	0.5003	0.7692	0.5003	0.7073
0.0755	8.9744	2100	0.5073	0.7535	0.5073	0.7123
0.0755	8.9829	2102	0.5069	0.7535	0.5069	0.7120
0.0755	8.9915	2104	0.5087	0.7535	0.5087	0.7133
0.0755	9.0	2106	0.5183	0.7535	0.5183	0.7199
0.0755	9.0085	2108	0.5226	0.7535	0.5226	0.7229
0.0755	9.0171	2110	0.5271	0.7535	0.5271	0.7260
0.0755	9.0256	2112	0.5238	0.7535	0.5238	0.7238
0.0755	9.0342	2114	0.5216	0.7535	0.5216	0.7222
0.0755	9.0427	2116	0.5128	0.7692	0.5128	0.7161
0.0755	9.0513	2118	0.5026	0.7692	0.5026	0.7089
0.0755	9.0598	2120	0.5043	0.7692	0.5043	0.7102
0.0755	9.0684	2122	0.5137	0.7535	0.5137	0.7167
0.0755	9.0769	2124	0.5261	0.7535	0.5261	0.7254
0.0755	9.0855	2126	0.5358	0.7535	0.5358	0.7320
0.0755	9.0940	2128	0.5546	0.7535	0.5546	0.7447
0.0755	9.1026	2130	0.5646	0.7535	0.5646	0.7514
0.0755	9.1111	2132	0.5759	0.7535	0.5759	0.7589
0.0755	9.1197	2134	0.5773	0.7864	0.5773	0.7598
0.0755	9.1282	2136	0.5682	0.7535	0.5682	0.7538
0.0755	9.1368	2138	0.5570	0.7535	0.5570	0.7463
0.0755	9.1453	2140	0.5502	0.7535	0.5502	0.7417
0.0755	9.1538	2142	0.5383	0.7535	0.5383	0.7337
0.0755	9.1624	2144	0.5327	0.7535	0.5327	0.7299
0.0755	9.1709	2146	0.5182	0.7535	0.5182	0.7199
0.0755	9.1795	2148	0.5047	0.7692	0.5047	0.7104
0.0755	9.1880	2150	0.4913	0.7692	0.4913	0.7009
0.0755	9.1966	2152	0.4798	0.7692	0.4798	0.6927
0.0755	9.2051	2154	0.4707	0.7692	0.4707	0.6861
0.0755	9.2137	2156	0.4718	0.7692	0.4718	0.6869
0.0755	9.2222	2158	0.4790	0.7692	0.4790	0.6921
0.0755	9.2308	2160	0.4944	0.7692	0.4944	0.7031
0.0755	9.2393	2162	0.5163	0.7535	0.5163	0.7186
0.0755	9.2479	2164	0.5443	0.7116	0.5443	0.7378
0.0755	9.2564	2166	0.5707	0.7116	0.5707	0.7555
0.0755	9.2650	2168	0.5968	0.7482	0.5968	0.7726
0.0755	9.2735	2170	0.6161	0.7482	0.6161	0.7849
0.0755	9.2821	2172	0.6377	0.7482	0.6377	0.7986
0.0755	9.2906	2174	0.6439	0.7482	0.6439	0.8025
0.0755	9.2991	2176	0.6406	0.7482	0.6406	0.8003
0.0755	9.3077	2178	0.6313	0.7482	0.6313	0.7945
0.0755	9.3162	2180	0.6126	0.7482	0.6126	0.7827
0.0755	9.3248	2182	0.5918	0.7482	0.5918	0.7693
0.0755	9.3333	2184	0.5676	0.7116	0.5676	0.7534
0.0755	9.3419	2186	0.5407	0.7535	0.5407	0.7353
0.0755	9.3504	2188	0.5185	0.7535	0.5185	0.7201
0.0755	9.3590	2190	0.4982	0.7535	0.4982	0.7058
0.0755	9.3675	2192	0.4856	0.7692	0.4856	0.6968
0.0755	9.3761	2194	0.4754	0.7586	0.4754	0.6895
0.0755	9.3846	2196	0.4703	0.7850	0.4703	0.6858
0.0755	9.3932	2198	0.4665	0.7850	0.4665	0.6830
0.0755	9.4017	2200	0.4699	0.7850	0.4699	0.6855
0.0755	9.4103	2202	0.4793	0.7692	0.4793	0.6923
0.0755	9.4188	2204	0.4919	0.7535	0.4919	0.7013
0.0755	9.4274	2206	0.5055	0.7535	0.5055	0.7110
0.0755	9.4359	2208	0.5206	0.7535	0.5206	0.7215
0.0755	9.4444	2210	0.5350	0.7535	0.5350	0.7315
0.0755	9.4530	2212	0.5457	0.7535	0.5457	0.7387
0.0755	9.4615	2214	0.5584	0.7535	0.5584	0.7473
0.0755	9.4701	2216	0.5631	0.7535	0.5631	0.7504
0.0755	9.4786	2218	0.5626	0.7535	0.5626	0.7501
0.0755	9.4872	2220	0.5610	0.7535	0.5610	0.7490
0.0755	9.4957	2222	0.5598	0.7535	0.5598	0.7482
0.0755	9.5043	2224	0.5627	0.7535	0.5627	0.7501
0.0755	9.5128	2226	0.5617	0.7535	0.5617	0.7494
0.0755	9.5214	2228	0.5636	0.7535	0.5636	0.7508
0.0755	9.5299	2230	0.5614	0.7535	0.5614	0.7493
0.0755	9.5385	2232	0.5625	0.7535	0.5625	0.7500
0.0755	9.5470	2234	0.5689	0.7535	0.5689	0.7542
0.0755	9.5556	2236	0.5743	0.7535	0.5743	0.7578
0.0755	9.5641	2238	0.5748	0.7535	0.5748	0.7582
0.0755	9.5726	2240	0.5721	0.7535	0.5721	0.7564
0.0755	9.5812	2242	0.5717	0.7535	0.5717	0.7561
0.0755	9.5897	2244	0.5659	0.7535	0.5659	0.7523
0.0755	9.5983	2246	0.5623	0.7535	0.5623	0.7499
0.0755	9.6068	2248	0.5570	0.7535	0.5570	0.7463
0.0755	9.6154	2250	0.5502	0.7535	0.5502	0.7418
0.0755	9.6239	2252	0.5410	0.7535	0.5410	0.7356
0.0755	9.6325	2254	0.5343	0.7535	0.5343	0.7310
0.0755	9.6410	2256	0.5315	0.7535	0.5315	0.7291
0.0755	9.6496	2258	0.5328	0.7535	0.5328	0.7299
0.0755	9.6581	2260	0.5333	0.7535	0.5333	0.7303
0.0755	9.6667	2262	0.5341	0.7535	0.5341	0.7308
0.0755	9.6752	2264	0.5356	0.7116	0.5356	0.7318
0.0755	9.6838	2266	0.5343	0.7116	0.5343	0.7309
0.0755	9.6923	2268	0.5302	0.7116	0.5302	0.7281
0.0755	9.7009	2270	0.5270	0.7116	0.5270	0.7260
0.0755	9.7094	2272	0.5243	0.7116	0.5243	0.7241
0.0755	9.7179	2274	0.5219	0.7116	0.5219	0.7224
0.0755	9.7265	2276	0.5189	0.7535	0.5189	0.7203
0.0755	9.7350	2278	0.5184	0.7535	0.5184	0.7200
0.0755	9.7436	2280	0.5204	0.7535	0.5204	0.7214
0.0755	9.7521	2282	0.5243	0.7535	0.5243	0.7241
0.0755	9.7607	2284	0.5284	0.7535	0.5284	0.7269
0.0755	9.7692	2286	0.5305	0.7535	0.5305	0.7283
0.0755	9.7778	2288	0.5320	0.7535	0.5320	0.7294
0.0755	9.7863	2290	0.5315	0.7535	0.5315	0.7291
0.0755	9.7949	2292	0.5307	0.7535	0.5307	0.7285
0.0755	9.8034	2294	0.5288	0.7535	0.5288	0.7272
0.0755	9.8120	2296	0.5271	0.7535	0.5271	0.7261
0.0755	9.8205	2298	0.5272	0.7535	0.5272	0.7261
0.0755	9.8291	2300	0.5253	0.7535	0.5253	0.7248
0.0755	9.8376	2302	0.5244	0.7535	0.5244	0.7242
0.0755	9.8462	2304	0.5235	0.7535	0.5235	0.7235
0.0755	9.8547	2306	0.5219	0.7535	0.5219	0.7224
0.0755	9.8632	2308	0.5207	0.7535	0.5207	0.7216
0.0755	9.8718	2310	0.5190	0.7535	0.5190	0.7204
0.0755	9.8803	2312	0.5174	0.7535	0.5174	0.7193
0.0755	9.8889	2314	0.5171	0.7535	0.5171	0.7191
0.0755	9.8974	2316	0.5170	0.7535	0.5170	0.7190
0.0755	9.9060	2318	0.5160	0.7535	0.5160	0.7184
0.0755	9.9145	2320	0.5157	0.7535	0.5157	0.7181
0.0755	9.9231	2322	0.5163	0.7535	0.5163	0.7185
0.0755	9.9316	2324	0.5174	0.7535	0.5174	0.7193
0.0755	9.9402	2326	0.5187	0.7535	0.5187	0.7202
0.0755	9.9487	2328	0.5202	0.7535	0.5202	0.7212
0.0755	9.9573	2330	0.5210	0.7535	0.5210	0.7218
0.0755	9.9658	2332	0.5215	0.7535	0.5215	0.7221
0.0755	9.9744	2334	0.5218	0.7535	0.5218	0.7224
0.0755	9.9829	2336	0.5222	0.7535	0.5222	0.7226
0.0755	9.9915	2338	0.5224	0.7535	0.5224	0.7227
0.0755	10.0	2340	0.5224	0.7535	0.5224	0.7227

Framework versions

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