Arabic_FineTuningAraBERT_AugV0_k40_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: 0.3579
• Qwk: 0.6759
• Mse: 0.3579
• Rmse: 0.5982

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	0.0097	2	4.4812	0.0397	4.4812	2.1169
No log	0.0194	4	3.2422	0.0	3.2422	1.8006
No log	0.0291	6	2.1827	-0.1434	2.1827	1.4774
No log	0.0388	8	1.3613	0.0	1.3613	1.1668
No log	0.0485	10	0.8798	0.1923	0.8798	0.9380
No log	0.0583	12	0.6958	0.4940	0.6958	0.8341
No log	0.0680	14	0.7080	0.1529	0.7080	0.8414
No log	0.0777	16	0.7515	0.1529	0.7515	0.8669
No log	0.0874	18	0.7896	0.1566	0.7896	0.8886
No log	0.0971	20	0.7951	0.0	0.7951	0.8917
No log	0.1068	22	0.9784	0.0	0.9784	0.9891
No log	0.1165	24	1.0596	0.0	1.0596	1.0293
No log	0.1262	26	1.0032	0.0	1.0032	1.0016
No log	0.1359	28	0.9008	0.0	0.9008	0.9491
No log	0.1456	30	0.8362	0.0	0.8362	0.9145
No log	0.1553	32	0.8261	0.0	0.8261	0.9089
No log	0.1650	34	0.8527	0.0	0.8527	0.9234
No log	0.1748	36	0.9151	0.0	0.9151	0.9566
No log	0.1845	38	1.0063	0.0	1.0063	1.0031
No log	0.1942	40	0.9820	0.0	0.9820	0.9910
No log	0.2039	42	0.9391	0.0	0.9391	0.9691
No log	0.2136	44	0.8527	0.0	0.8527	0.9234
No log	0.2233	46	0.9326	-0.1146	0.9326	0.9657
No log	0.2330	48	0.9545	-0.1146	0.9545	0.9770
No log	0.2427	50	1.0067	0.0	1.0067	1.0034
No log	0.2524	52	1.0656	0.0	1.0656	1.0323
No log	0.2621	54	1.0409	0.0	1.0409	1.0203
No log	0.2718	56	0.9170	0.0	0.9170	0.9576
No log	0.2816	58	0.8493	0.0	0.8493	0.9216
No log	0.2913	60	0.8335	0.125	0.8335	0.9130
No log	0.3010	62	0.7533	0.0242	0.7533	0.8680
No log	0.3107	64	0.6681	0.3558	0.6681	0.8174
No log	0.3204	66	0.5660	0.3558	0.5660	0.7523
No log	0.3301	68	0.5115	0.3787	0.5115	0.7152
No log	0.3398	70	0.4930	0.4972	0.4930	0.7021
No log	0.3495	72	0.5213	0.3787	0.5213	0.7220
No log	0.3592	74	0.5479	0.2699	0.5479	0.7402
No log	0.3689	76	0.5639	0.2699	0.5639	0.7509
No log	0.3786	78	0.5625	0.2759	0.5625	0.7500
No log	0.3883	80	0.6812	0.3824	0.6812	0.8253
No log	0.3981	82	0.7758	0.3396	0.7758	0.8808
No log	0.4078	84	0.7491	0.3137	0.7491	0.8655
No log	0.4175	86	0.8356	0.2687	0.8356	0.9141
No log	0.4272	88	0.8171	0.1529	0.8171	0.9039
No log	0.4369	90	0.7724	0.1529	0.7724	0.8788
No log	0.4466	92	0.7818	0.3000	0.7818	0.8842
No log	0.4563	94	0.7360	0.3558	0.7360	0.8579
No log	0.4660	96	0.7918	0.1529	0.7918	0.8898
No log	0.4757	98	0.7722	0.1529	0.7722	0.8788
No log	0.4854	100	0.8028	0.0	0.8028	0.8960
No log	0.4951	102	0.8830	0.1091	0.8830	0.9397
No log	0.5049	104	0.9007	0.1390	0.9007	0.9490
No log	0.5146	106	0.9780	0.3000	0.9780	0.9889
No log	0.5243	108	0.9767	0.4215	0.9767	0.9883
No log	0.5340	110	0.8135	0.2967	0.8135	0.9020
No log	0.5437	112	0.6565	0.3568	0.6565	0.8102
No log	0.5534	114	0.6643	0.4862	0.6643	0.8151
No log	0.5631	116	0.6733	0.4803	0.6733	0.8206
No log	0.5728	118	0.6738	0.4803	0.6738	0.8208
No log	0.5825	120	0.7399	0.4979	0.7399	0.8602
No log	0.5922	122	0.8004	0.3636	0.8004	0.8946
No log	0.6019	124	0.8405	0.3636	0.8405	0.9168
No log	0.6117	126	0.8529	0.4615	0.8529	0.9235
No log	0.6214	128	0.7905	0.4979	0.7905	0.8891
No log	0.6311	130	0.5926	0.4569	0.5926	0.7698
No log	0.6408	132	0.6246	0.4750	0.6246	0.7903
No log	0.6505	134	0.7677	0.5484	0.7677	0.8762
No log	0.6602	136	0.7509	0.5484	0.7509	0.8666
No log	0.6699	138	0.5046	0.5149	0.5046	0.7103
No log	0.6796	140	0.4728	0.4556	0.4728	0.6876
No log	0.6893	142	0.5412	0.4787	0.5412	0.7356
No log	0.6990	144	0.6604	0.4979	0.6604	0.8127
No log	0.7087	146	0.6131	0.5604	0.6131	0.7830
No log	0.7184	148	0.5787	0.5333	0.5787	0.7607
No log	0.7282	150	0.5321	0.5333	0.5321	0.7295
No log	0.7379	152	0.5148	0.5249	0.5148	0.7175
No log	0.7476	154	0.5869	0.5679	0.5869	0.7661
No log	0.7573	156	0.6626	0.5509	0.6626	0.8140
No log	0.7670	158	0.6229	0.5509	0.6229	0.7893
No log	0.7767	160	0.5247	0.6573	0.5247	0.7243
No log	0.7864	162	0.5552	0.5679	0.5552	0.7451
No log	0.7961	164	0.6526	0.5679	0.6526	0.8078
No log	0.8058	166	0.7110	0.4701	0.7110	0.8432
No log	0.8155	168	0.6835	0.4750	0.6835	0.8268
No log	0.8252	170	0.7332	0.4571	0.7332	0.8562
No log	0.8350	172	0.6629	0.4750	0.6629	0.8142
No log	0.8447	174	0.5669	0.4220	0.5669	0.7529
No log	0.8544	176	0.5175	0.5561	0.5175	0.7194
No log	0.8641	178	0.5109	0.5561	0.5109	0.7148
No log	0.8738	180	0.5090	0.5070	0.5090	0.7134
No log	0.8835	182	0.6346	0.4979	0.6346	0.7966
No log	0.8932	184	0.8307	0.4769	0.8307	0.9114
No log	0.9029	186	0.7831	0.4769	0.7831	0.8849
No log	0.9126	188	0.6858	0.5484	0.6858	0.8282
No log	0.9223	190	0.5717	0.4979	0.5717	0.7561
No log	0.9320	192	0.6433	0.4979	0.6433	0.8021
No log	0.9417	194	0.7092	0.4979	0.7092	0.8422
No log	0.9515	196	0.7398	0.4919	0.7398	0.8601
No log	0.9612	198	0.6224	0.5044	0.6224	0.7889
No log	0.9709	200	0.5140	0.6723	0.5140	0.7169
No log	0.9806	202	0.4832	0.625	0.4832	0.6951
No log	0.9903	204	0.5169	0.5776	0.5169	0.7190
No log	1.0	206	0.7013	0.5917	0.7013	0.8374
No log	1.0097	208	0.8847	0.5191	0.8847	0.9406
No log	1.0194	210	0.8234	0.5191	0.8234	0.9074
No log	1.0291	212	0.6418	0.5259	0.6418	0.8011
No log	1.0388	214	0.4672	0.5882	0.4672	0.6835
No log	1.0485	216	0.4636	0.4815	0.4636	0.6809
No log	1.0583	218	0.4929	0.5	0.4929	0.7021
No log	1.0680	220	0.5404	0.5	0.5404	0.7351
No log	1.0777	222	0.5695	0.6147	0.5695	0.7547
No log	1.0874	224	0.6316	0.5917	0.6316	0.7948
No log	1.0971	226	0.7263	0.5259	0.7263	0.8522
No log	1.1068	228	0.6627	0.5259	0.6627	0.8140
No log	1.1165	230	0.5496	0.6723	0.5496	0.7414
No log	1.1262	232	0.6230	0.4979	0.6230	0.7893
No log	1.1359	234	0.8112	0.4324	0.8112	0.9007
No log	1.1456	236	1.0141	0.4494	1.0141	1.0070
No log	1.1553	238	1.0160	0.4494	1.0160	1.0080
No log	1.1650	240	0.7994	0.4	0.7994	0.8941
No log	1.1748	242	0.6562	0.5044	0.6562	0.8100
No log	1.1845	244	0.6019	0.4324	0.6019	0.7758
No log	1.1942	246	0.5989	0.4324	0.5989	0.7739
No log	1.2039	248	0.6646	0.4510	0.6646	0.8152
No log	1.2136	250	0.7589	0.5044	0.7589	0.8712
No log	1.2233	252	0.7164	0.3834	0.7164	0.8464
No log	1.2330	254	0.6831	0.3834	0.6831	0.8265
No log	1.2427	256	0.6358	0.4510	0.6358	0.7974
No log	1.2524	258	0.5417	0.5333	0.5417	0.7360
No log	1.2621	260	0.5284	0.5249	0.5284	0.7269
No log	1.2718	262	0.5493	0.5679	0.5493	0.7411
No log	1.2816	264	0.4810	0.6744	0.4810	0.6935
No log	1.2913	266	0.4996	0.6224	0.4996	0.7068
No log	1.3010	268	0.4845	0.6224	0.4845	0.6960
No log	1.3107	270	0.4792	0.5842	0.4792	0.6922
No log	1.3204	272	0.5528	0.6128	0.5528	0.7435
No log	1.3301	274	0.6748	0.4979	0.6748	0.8215
No log	1.3398	276	0.8679	0.4355	0.8679	0.9316
No log	1.3495	278	0.8913	0.4355	0.8913	0.9441
No log	1.3592	280	0.7452	0.4979	0.7452	0.8633
No log	1.3689	282	0.6176	0.4724	0.6176	0.7858
No log	1.3786	284	0.6248	0.5	0.6248	0.7904
No log	1.3883	286	0.6527	0.3834	0.6527	0.8079
No log	1.3981	288	0.7108	0.3834	0.7108	0.8431
No log	1.4078	290	0.6977	0.3834	0.6977	0.8353
No log	1.4175	292	0.6195	0.4724	0.6195	0.7871
No log	1.4272	294	0.5925	0.5776	0.5925	0.7697
No log	1.4369	296	0.6298	0.5370	0.6298	0.7936
No log	1.4466	298	0.6597	0.5299	0.6597	0.8122
No log	1.4563	300	0.5901	0.6016	0.5901	0.7682
No log	1.4660	302	0.6648	0.4750	0.6648	0.8154
No log	1.4757	304	0.7722	0.4355	0.7722	0.8787
No log	1.4854	306	0.7289	0.4979	0.7289	0.8538
No log	1.4951	308	0.6913	0.4979	0.6913	0.8314
No log	1.5049	310	0.6217	0.4510	0.6217	0.7885
No log	1.5146	312	0.5492	0.4878	0.5492	0.7411
No log	1.5243	314	0.5402	0.5728	0.5402	0.7350
No log	1.5340	316	0.6113	0.4979	0.6113	0.7819
No log	1.5437	318	0.7480	0.4979	0.7480	0.8649
No log	1.5534	320	0.6854	0.4979	0.6854	0.8279
No log	1.5631	322	0.5212	0.5103	0.5212	0.7219
No log	1.5728	324	0.4808	0.7386	0.4808	0.6934
No log	1.5825	326	0.5399	0.4750	0.5399	0.7348
No log	1.5922	328	0.5728	0.4750	0.5728	0.7568
No log	1.6019	330	0.6247	0.4979	0.6247	0.7904
No log	1.6117	332	0.6006	0.4979	0.6006	0.7750
No log	1.6214	334	0.5758	0.4979	0.5758	0.7588
No log	1.6311	336	0.5548	0.4510	0.5548	0.7449
No log	1.6408	338	0.5929	0.4510	0.5929	0.7700
No log	1.6505	340	0.6701	0.4510	0.6701	0.8186
No log	1.6602	342	0.6759	0.5044	0.6759	0.8221
No log	1.6699	344	0.6121	0.5044	0.6121	0.7823
No log	1.6796	346	0.5456	0.6983	0.5456	0.7387
No log	1.6893	348	0.4577	0.7225	0.4577	0.6765
No log	1.6990	350	0.4518	0.7059	0.4518	0.6722
No log	1.7087	352	0.4989	0.7154	0.4989	0.7063
No log	1.7184	354	0.4693	0.7154	0.4693	0.6851
No log	1.7282	356	0.4198	0.6635	0.4198	0.6479
No log	1.7379	358	0.4427	0.6927	0.4427	0.6653
No log	1.7476	360	0.4706	0.6535	0.4706	0.6860
No log	1.7573	362	0.5445	0.6516	0.5445	0.7379
No log	1.7670	364	0.5951	0.5415	0.5951	0.7714
No log	1.7767	366	0.5816	0.5	0.5816	0.7627
No log	1.7864	368	0.5131	0.5532	0.5131	0.7163
No log	1.7961	370	0.4836	0.5116	0.4836	0.6954
No log	1.8058	372	0.4787	0.5116	0.4787	0.6919
No log	1.8155	374	0.4895	0.5670	0.4895	0.6997
No log	1.8252	376	0.5116	0.5670	0.5116	0.7152
No log	1.8350	378	0.5621	0.6147	0.5621	0.7498
No log	1.8447	380	0.5475	0.6147	0.5475	0.7399
No log	1.8544	382	0.5075	0.6244	0.5075	0.7124
No log	1.8641	384	0.4686	0.6578	0.4686	0.6846
No log	1.8738	386	0.4613	0.5646	0.4613	0.6792
No log	1.8835	388	0.4538	0.5646	0.4538	0.6736
No log	1.8932	390	0.4435	0.6452	0.4435	0.6660
No log	1.9029	392	0.4891	0.7529	0.4891	0.6994
No log	1.9126	394	0.6053	0.5917	0.6053	0.7780
No log	1.9223	396	0.6229	0.5259	0.6229	0.7893
No log	1.9320	398	0.5378	0.7220	0.5378	0.7333
No log	1.9417	400	0.4306	0.7586	0.4306	0.6562
No log	1.9515	402	0.4034	0.72	0.4034	0.6351
No log	1.9612	404	0.3977	0.72	0.3977	0.6307
No log	1.9709	406	0.4113	0.72	0.4113	0.6413
No log	1.9806	408	0.4280	0.7586	0.4280	0.6542
No log	1.9903	410	0.4825	0.7279	0.4825	0.6946
No log	2.0	412	0.5796	0.7219	0.5796	0.7613
No log	2.0097	414	0.5765	0.7219	0.5765	0.7593
No log	2.0194	416	0.6068	0.6216	0.6068	0.7790
No log	2.0291	418	0.5820	0.6255	0.5820	0.7629
No log	2.0388	420	0.5185	0.7042	0.5185	0.7200
No log	2.0485	422	0.5034	0.6535	0.5034	0.7095
No log	2.0583	424	0.4957	0.6702	0.4957	0.7041
No log	2.0680	426	0.5078	0.5532	0.5078	0.7126
No log	2.0777	428	0.5699	0.3834	0.5699	0.7549
No log	2.0874	430	0.6465	0.4510	0.6465	0.8041
No log	2.0971	432	0.7546	0.4979	0.7546	0.8687
No log	2.1068	434	0.7880	0.4979	0.7880	0.8877
No log	2.1165	436	0.7137	0.4979	0.7137	0.8448
No log	2.1262	438	0.6201	0.5044	0.6201	0.7875
No log	2.1359	440	0.5022	0.5427	0.5022	0.7086
No log	2.1456	442	0.4857	0.7042	0.4857	0.6969
No log	2.1553	444	0.4774	0.7042	0.4774	0.6910
No log	2.1650	446	0.4662	0.7042	0.4662	0.6828
No log	2.1748	448	0.4179	0.6847	0.4179	0.6465
No log	2.1845	450	0.4017	0.6778	0.4017	0.6338
No log	2.1942	452	0.3885	0.6529	0.3885	0.6233
No log	2.2039	454	0.4039	0.72	0.4039	0.6355
No log	2.2136	456	0.4495	0.7586	0.4495	0.6705
No log	2.2233	458	0.5538	0.7004	0.5538	0.7441
No log	2.2330	460	0.5686	0.6585	0.5686	0.7540
No log	2.2427	462	0.5229	0.625	0.5229	0.7231
No log	2.2524	464	0.4794	0.5687	0.4794	0.6924
No log	2.2621	466	0.4735	0.6452	0.4735	0.6881
No log	2.2718	468	0.4782	0.6452	0.4782	0.6915
No log	2.2816	470	0.4852	0.5421	0.4852	0.6966
No log	2.2913	472	0.5361	0.6224	0.5361	0.7322
No log	2.3010	474	0.6210	0.6540	0.6210	0.7881
No log	2.3107	476	0.6274	0.6423	0.6274	0.7921
No log	2.3204	478	0.5680	0.6224	0.5680	0.7536
No log	2.3301	480	0.4890	0.6216	0.4890	0.6993
No log	2.3398	482	0.4577	0.5421	0.4577	0.6766
No log	2.3495	484	0.4384	0.6452	0.4384	0.6621
No log	2.3592	486	0.4658	0.6695	0.4658	0.6825
No log	2.3689	488	0.4686	0.6695	0.4686	0.6845
No log	2.3786	490	0.4571	0.6695	0.4571	0.6761
No log	2.3883	492	0.4348	0.7627	0.4348	0.6594
No log	2.3981	494	0.4711	0.6111	0.4711	0.6864
No log	2.4078	496	0.5121	0.5882	0.5121	0.7156
No log	2.4175	498	0.4694	0.6111	0.4694	0.6851
0.2966	2.4272	500	0.4293	0.7627	0.4293	0.6552
0.2966	2.4369	502	0.4401	0.6695	0.4401	0.6634
0.2966	2.4466	504	0.5063	0.6695	0.5063	0.7115
0.2966	2.4563	506	0.5778	0.4936	0.5778	0.7601
0.2966	2.4660	508	0.5892	0.5	0.5892	0.7676
0.2966	2.4757	510	0.5714	0.5	0.5714	0.7559
0.2966	2.4854	512	0.5570	0.5	0.5570	0.7463
0.2966	2.4951	514	0.5592	0.5070	0.5592	0.7478
0.2966	2.5049	516	0.6048	0.4803	0.6048	0.7777
0.2966	2.5146	518	0.5962	0.5370	0.5962	0.7721
0.2966	2.5243	520	0.5309	0.5783	0.5309	0.7287
0.2966	2.5340	522	0.4855	0.6316	0.4855	0.6968
0.2966	2.5437	524	0.4982	0.5882	0.4982	0.7059
0.2966	2.5534	526	0.4869	0.6957	0.4869	0.6978
0.2966	2.5631	528	0.4510	0.6847	0.4510	0.6715
0.2966	2.5728	530	0.4413	0.6847	0.4413	0.6643
0.2966	2.5825	532	0.4658	0.6847	0.4658	0.6825
0.2966	2.5922	534	0.5248	0.6111	0.5248	0.7244
0.2966	2.6019	536	0.5743	0.5561	0.5743	0.7578
0.2966	2.6117	538	0.5901	0.6111	0.5901	0.7682
0.2966	2.6214	540	0.5804	0.5728	0.5804	0.7618
0.2966	2.6311	542	0.5342	0.5728	0.5342	0.7309
0.2966	2.6408	544	0.4746	0.7123	0.4746	0.6889
0.2966	2.6505	546	0.4590	0.6957	0.4590	0.6775
0.2966	2.6602	548	0.4813	0.6957	0.4813	0.6938
0.2966	2.6699	550	0.5390	0.7072	0.5390	0.7342
0.2966	2.6796	552	0.6253	0.6028	0.6253	0.7908
0.2966	2.6893	554	0.6536	0.6028	0.6536	0.8085
0.2966	2.6990	556	0.5943	0.6755	0.5943	0.7709
0.2966	2.7087	558	0.4861	0.8042	0.4861	0.6972
0.2966	2.7184	560	0.4570	0.7407	0.4570	0.6760
0.2966	2.7282	562	0.4526	0.7407	0.4526	0.6727
0.2966	2.7379	564	0.4529	0.7429	0.4529	0.6729
0.2966	2.7476	566	0.4574	0.7686	0.4574	0.6763
0.2966	2.7573	568	0.4799	0.7449	0.4799	0.6928
0.2966	2.7670	570	0.5016	0.5991	0.5016	0.7082
0.2966	2.7767	572	0.4714	0.7449	0.4714	0.6866
0.2966	2.7864	574	0.4405	0.7510	0.4405	0.6637
0.2966	2.7961	576	0.4405	0.7027	0.4405	0.6637
0.2966	2.8058	578	0.4480	0.7027	0.4480	0.6693
0.2966	2.8155	580	0.4482	0.6751	0.4482	0.6694
0.2966	2.8252	582	0.4391	0.7266	0.4391	0.6627
0.2966	2.8350	584	0.4554	0.7709	0.4554	0.6749
0.2966	2.8447	586	0.4633	0.7287	0.4633	0.6807
0.2966	2.8544	588	0.4429	0.7034	0.4429	0.6655
0.2966	2.8641	590	0.4543	0.7034	0.4543	0.6740
0.2966	2.8738	592	0.4676	0.6729	0.4676	0.6838
0.2966	2.8835	594	0.4842	0.6729	0.4842	0.6959
0.2966	2.8932	596	0.4853	0.6729	0.4853	0.6966
0.2966	2.9029	598	0.5051	0.7123	0.5051	0.7107
0.2966	2.9126	600	0.5772	0.6769	0.5772	0.7597
0.2966	2.9223	602	0.5762	0.6769	0.5762	0.7591
0.2966	2.9320	604	0.5790	0.6769	0.5790	0.7609
0.2966	2.9417	606	0.5408	0.75	0.5408	0.7354
0.2966	2.9515	608	0.4868	0.7658	0.4868	0.6977
0.2966	2.9612	610	0.4338	0.7034	0.4338	0.6586
0.2966	2.9709	612	0.4240	0.72	0.4240	0.6511
0.2966	2.9806	614	0.4659	0.72	0.4659	0.6826
0.2966	2.9903	616	0.5402	0.5728	0.5402	0.7350
0.2966	3.0	618	0.6071	0.5776	0.6071	0.7792
0.2966	3.0097	620	0.6111	0.5776	0.6111	0.7817
0.2966	3.0194	622	0.5756	0.5776	0.5756	0.7587
0.2966	3.0291	624	0.4965	0.625	0.4965	0.7046
0.2966	3.0388	626	0.4644	0.7225	0.4644	0.6815
0.2966	3.0485	628	0.4341	0.7565	0.4341	0.6589
0.2966	3.0583	630	0.4345	0.7565	0.4345	0.6591
0.2966	3.0680	632	0.4675	0.7647	0.4675	0.6837
0.2966	3.0777	634	0.5535	0.5821	0.5535	0.7440
0.2966	3.0874	636	0.6670	0.5725	0.6670	0.8167
0.2966	3.0971	638	0.7134	0.4865	0.7134	0.8446
0.2966	3.1068	640	0.6891	0.4355	0.6891	0.8301
0.2966	3.1165	642	0.6448	0.4355	0.6448	0.8030
0.2966	3.1262	644	0.5832	0.4388	0.5832	0.7637
0.2966	3.1359	646	0.5393	0.5604	0.5393	0.7344
0.2966	3.1456	648	0.5039	0.6667	0.5039	0.7099
0.2966	3.1553	650	0.5038	0.6255	0.5038	0.7098
0.2966	3.1650	652	0.4778	0.6459	0.4778	0.6912
0.2966	3.1748	654	0.4825	0.6934	0.4825	0.6947
0.2966	3.1845	656	0.5701	0.6642	0.5701	0.7550
0.2966	3.1942	658	0.6292	0.6894	0.6292	0.7932
0.2966	3.2039	660	0.5931	0.6525	0.5931	0.7701
0.2966	3.2136	662	0.5018	0.6642	0.5018	0.7084
0.2966	3.2233	664	0.3967	0.7565	0.3967	0.6299
0.2966	3.2330	666	0.3706	0.72	0.3706	0.6088
0.2966	3.2427	668	0.3830	0.72	0.3830	0.6189
0.2966	3.2524	670	0.4162	0.7308	0.4162	0.6452
0.2966	3.2621	672	0.4555	0.7225	0.4555	0.6749
0.2966	3.2718	674	0.4767	0.6927	0.4767	0.6904
0.2966	3.2816	676	0.4986	0.5842	0.4986	0.7061
0.2966	3.2913	678	0.5323	0.625	0.5323	0.7296
0.2966	3.3010	680	0.5419	0.5249	0.5419	0.7361
0.2966	3.3107	682	0.5305	0.5249	0.5305	0.7284
0.2966	3.3204	684	0.5615	0.5249	0.5615	0.7493
0.2966	3.3301	686	0.5621	0.5249	0.5621	0.7497
0.2966	3.3398	688	0.5739	0.5172	0.5739	0.7575
0.2966	3.3495	690	0.5336	0.625	0.5336	0.7305
0.2966	3.3592	692	0.4717	0.7225	0.4717	0.6868
0.2966	3.3689	694	0.4622	0.7225	0.4622	0.6799
0.2966	3.3786	696	0.5046	0.6642	0.5046	0.7103
0.2966	3.3883	698	0.4829	0.6642	0.4829	0.6949
0.2966	3.3981	700	0.4238	0.6597	0.4238	0.6510
0.2966	3.4078	702	0.3404	0.7449	0.3404	0.5834
0.2966	3.4175	704	0.3263	0.8063	0.3263	0.5712
0.2966	3.4272	706	0.3432	0.7177	0.3432	0.5858
0.2966	3.4369	708	0.3426	0.7686	0.3426	0.5853
0.2966	3.4466	710	0.3533	0.7627	0.3533	0.5944
0.2966	3.4563	712	0.3900	0.7296	0.3900	0.6245
0.2966	3.4660	714	0.4355	0.7296	0.4355	0.6599
0.2966	3.4757	716	0.4974	0.6385	0.4974	0.7052
0.2966	3.4854	718	0.5247	0.5714	0.5247	0.7244
0.2966	3.4951	720	0.4888	0.5714	0.4888	0.6991
0.2966	3.5049	722	0.4408	0.6702	0.4408	0.6639
0.2966	3.5146	724	0.4043	0.7763	0.4043	0.6358
0.2966	3.5243	726	0.3827	0.7449	0.3827	0.6186
0.2966	3.5340	728	0.3800	0.7658	0.3800	0.6164
0.2966	3.5437	730	0.4055	0.75	0.4055	0.6368
0.2966	3.5534	732	0.4155	0.75	0.4155	0.6446
0.2966	3.5631	734	0.3823	0.7658	0.3823	0.6183
0.2966	3.5728	736	0.3583	0.7449	0.3583	0.5985
0.2966	3.5825	738	0.3586	0.7627	0.3586	0.5989
0.2966	3.5922	740	0.3855	0.7449	0.3855	0.6209
0.2966	3.6019	742	0.3822	0.7627	0.3822	0.6182
0.2966	3.6117	744	0.3628	0.7627	0.3628	0.6023
0.2966	3.6214	746	0.3646	0.7812	0.3646	0.6038
0.2966	3.6311	748	0.3683	0.7812	0.3683	0.6068
0.2966	3.6408	750	0.3679	0.7812	0.3679	0.6066
0.2966	3.6505	752	0.3789	0.7627	0.3789	0.6155
0.2966	3.6602	754	0.4056	0.7627	0.4056	0.6368
0.2966	3.6699	756	0.4301	0.7123	0.4301	0.6558
0.2966	3.6796	758	0.4358	0.7228	0.4358	0.6602
0.2966	3.6893	760	0.4265	0.7228	0.4265	0.6530
0.2966	3.6990	762	0.4337	0.7228	0.4337	0.6585
0.2966	3.7087	764	0.4964	0.6280	0.4964	0.7045
0.2966	3.7184	766	0.5567	0.5116	0.5567	0.7461
0.2966	3.7282	768	0.5867	0.5116	0.5867	0.7659
0.2966	3.7379	770	0.6326	0.5044	0.6326	0.7954
0.2966	3.7476	772	0.6152	0.5044	0.6152	0.7844
0.2966	3.7573	774	0.5469	0.5116	0.5469	0.7395
0.2966	3.7670	776	0.4814	0.7228	0.4814	0.6938
0.2966	3.7767	778	0.4678	0.7228	0.4678	0.6840
0.2966	3.7864	780	0.4651	0.7228	0.4651	0.6820
0.2966	3.7961	782	0.4677	0.7228	0.4677	0.6839
0.2966	3.8058	784	0.4898	0.6131	0.4898	0.6998
0.2966	3.8155	786	0.5293	0.5714	0.5293	0.7275
0.2966	3.8252	788	0.6169	0.4979	0.6169	0.7854
0.2966	3.8350	790	0.6342	0.4979	0.6342	0.7963
0.2966	3.8447	792	0.5808	0.6147	0.5808	0.7621
0.2966	3.8544	794	0.5615	0.6667	0.5615	0.7493
0.2966	3.8641	796	0.5431	0.6131	0.5431	0.7370
0.2966	3.8738	798	0.5325	0.6131	0.5325	0.7297
0.2966	3.8835	800	0.5547	0.6131	0.5547	0.7448
0.2966	3.8932	802	0.5881	0.5	0.5881	0.7669
0.2966	3.9029	804	0.6293	0.4560	0.6293	0.7933
0.2966	3.9126	806	0.6389	0.4560	0.6389	0.7993
0.2966	3.9223	808	0.6085	0.4560	0.6085	0.7801
0.2966	3.9320	810	0.5866	0.4560	0.5866	0.7659
0.2966	3.9417	812	0.5529	0.5	0.5529	0.7436
0.2966	3.9515	814	0.5077	0.5532	0.5077	0.7125
0.2966	3.9612	816	0.4980	0.5532	0.4980	0.7057
0.2966	3.9709	818	0.4981	0.5532	0.4981	0.7058
0.2966	3.9806	820	0.4842	0.5532	0.4842	0.6959
0.2966	3.9903	822	0.4795	0.6131	0.4795	0.6925
0.2966	4.0	824	0.5046	0.6131	0.5046	0.7103
0.2966	4.0097	826	0.5216	0.6667	0.5216	0.7222
0.2966	4.0194	828	0.5450	0.6026	0.5450	0.7382
0.2966	4.0291	830	0.5101	0.6131	0.5101	0.7142
0.2966	4.0388	832	0.4665	0.6131	0.4665	0.6830
0.2966	4.0485	834	0.4566	0.6131	0.4566	0.6758
0.2966	4.0583	836	0.4541	0.5532	0.4541	0.6739
0.2966	4.0680	838	0.4612	0.5532	0.4612	0.6791
0.2966	4.0777	840	0.4540	0.5532	0.4540	0.6738
0.2966	4.0874	842	0.4765	0.6131	0.4765	0.6903
0.2966	4.0971	844	0.4824	0.5714	0.4824	0.6946
0.2966	4.1068	846	0.5063	0.6789	0.5063	0.7115
0.2966	4.1165	848	0.5131	0.6789	0.5131	0.7163
0.2966	4.1262	850	0.4731	0.6789	0.4731	0.6878
0.2966	4.1359	852	0.4318	0.6280	0.4318	0.6571
0.2966	4.1456	854	0.4395	0.6280	0.4395	0.6629
0.2966	4.1553	856	0.4548	0.6280	0.4548	0.6744
0.2966	4.1650	858	0.5031	0.6638	0.5031	0.7093
0.2966	4.1748	860	0.5125	0.6147	0.5125	0.7159
0.2966	4.1845	862	0.5132	0.6147	0.5132	0.7164
0.2966	4.1942	864	0.5122	0.6280	0.5122	0.7157
0.2966	4.2039	866	0.5512	0.6147	0.5512	0.7424
0.2966	4.2136	868	0.5510	0.6280	0.5510	0.7423
0.2966	4.2233	870	0.5548	0.6280	0.5548	0.7449
0.2966	4.2330	872	0.5570	0.5714	0.5570	0.7463
0.2966	4.2427	874	0.5364	0.5714	0.5364	0.7324
0.2966	4.2524	876	0.5349	0.6280	0.5349	0.7314
0.2966	4.2621	878	0.5700	0.6789	0.5700	0.7550
0.2966	4.2718	880	0.5445	0.6638	0.5445	0.7379
0.2966	4.2816	882	0.4691	0.6280	0.4691	0.6849
0.2966	4.2913	884	0.4309	0.6608	0.4309	0.6564
0.2966	4.3010	886	0.4153	0.6608	0.4153	0.6444
0.2966	4.3107	888	0.4076	0.6608	0.4076	0.6384
0.2966	4.3204	890	0.4525	0.6585	0.4525	0.6726
0.2966	4.3301	892	0.5410	0.6500	0.5410	0.7355
0.2966	4.3398	894	0.6148	0.5405	0.6148	0.7841
0.2966	4.3495	896	0.5987	0.5570	0.5987	0.7738
0.2966	4.3592	898	0.5072	0.6638	0.5072	0.7122
0.2966	4.3689	900	0.4581	0.6516	0.4581	0.6769
0.2966	4.3786	902	0.4785	0.6516	0.4785	0.6917
0.2966	4.3883	904	0.4984	0.6147	0.4984	0.7060
0.2966	4.3981	906	0.4864	0.6667	0.4864	0.6975
0.2966	4.4078	908	0.5158	0.6147	0.5158	0.7182
0.2966	4.4175	910	0.5334	0.6280	0.5334	0.7304
0.2966	4.4272	912	0.5264	0.6280	0.5264	0.7255
0.2966	4.4369	914	0.5320	0.5196	0.5320	0.7294
0.2966	4.4466	916	0.5136	0.6147	0.5136	0.7166
0.2966	4.4563	918	0.4794	0.7333	0.4794	0.6924
0.2966	4.4660	920	0.4299	0.6759	0.4299	0.6557
0.2966	4.4757	922	0.4050	0.6729	0.4050	0.6364
0.2966	4.4854	924	0.3999	0.6452	0.3999	0.6324
0.2966	4.4951	926	0.3867	0.6930	0.3867	0.6219
0.2966	4.5049	928	0.3862	0.7364	0.3862	0.6214
0.2966	4.5146	930	0.3999	0.8016	0.3999	0.6324
0.2966	4.5243	932	0.4211	0.7829	0.4211	0.6489
0.2966	4.5340	934	0.4536	0.7658	0.4536	0.6735
0.2966	4.5437	936	0.4690	0.7529	0.4690	0.6848
0.2966	4.5534	938	0.4583	0.7529	0.4583	0.6770
0.2966	4.5631	940	0.4583	0.7705	0.4583	0.6770
0.2966	4.5728	942	0.4324	0.7705	0.4324	0.6576
0.2966	4.5825	944	0.3854	0.7627	0.3854	0.6208
0.2966	4.5922	946	0.3540	0.7627	0.3540	0.5950
0.2966	4.6019	948	0.3394	0.7627	0.3394	0.5826
0.2966	4.6117	950	0.3397	0.7627	0.3397	0.5829
0.2966	4.6214	952	0.3815	0.7705	0.3815	0.6176
0.2966	4.6311	954	0.4260	0.7529	0.4260	0.6527
0.2966	4.6408	956	0.4637	0.7220	0.4637	0.6810
0.2966	4.6505	958	0.4720	0.7220	0.4720	0.6871
0.2966	4.6602	960	0.4379	0.7220	0.4379	0.6617
0.2966	4.6699	962	0.3973	0.8016	0.3973	0.6303
0.2966	4.6796	964	0.3974	0.7705	0.3974	0.6304
0.2966	4.6893	966	0.3931	0.7705	0.3931	0.6270
0.2966	4.6990	968	0.3673	0.7627	0.3673	0.6060
0.2966	4.7087	970	0.3571	0.7627	0.3571	0.5976
0.2966	4.7184	972	0.3493	0.7627	0.3493	0.5910
0.2966	4.7282	974	0.3530	0.7627	0.3530	0.5942
0.2966	4.7379	976	0.3945	0.7658	0.3945	0.6281
0.2966	4.7476	978	0.4924	0.7159	0.4924	0.7017
0.2966	4.7573	980	0.5221	0.7159	0.5221	0.7226
0.2966	4.7670	982	0.4428	0.7072	0.4428	0.6654
0.2966	4.7767	984	0.3805	0.7829	0.3805	0.6168
0.2966	4.7864	986	0.3576	0.8016	0.3576	0.5980
0.2966	4.7961	988	0.3602	0.8016	0.3602	0.6002
0.2966	4.8058	990	0.3560	0.8016	0.3560	0.5967
0.2966	4.8155	992	0.3669	0.8016	0.3669	0.6058
0.2966	4.8252	994	0.4124	0.7829	0.4124	0.6421
0.2966	4.8350	996	0.4470	0.7368	0.4470	0.6686
0.2966	4.8447	998	0.4606	0.7368	0.4606	0.6787
0.1097	4.8544	1000	0.4927	0.7159	0.4927	0.7020
0.1097	4.8641	1002	0.5339	0.6566	0.5339	0.7307
0.1097	4.8738	1004	0.4870	0.6908	0.4870	0.6979
0.1097	4.8835	1006	0.4122	0.7296	0.4122	0.6420
0.1097	4.8932	1008	0.3791	0.7627	0.3791	0.6157
0.1097	4.9029	1010	0.3829	0.72	0.3829	0.6188
0.1097	4.9126	1012	0.3848	0.72	0.3848	0.6203
0.1097	4.9223	1014	0.3812	0.7627	0.3812	0.6174
0.1097	4.9320	1016	0.4149	0.7627	0.4149	0.6441
0.1097	4.9417	1018	0.4850	0.7368	0.4850	0.6964
0.1097	4.9515	1020	0.5126	0.6540	0.5126	0.7160
0.1097	4.9612	1022	0.5016	0.6540	0.5016	0.7082
0.1097	4.9709	1024	0.4804	0.7658	0.4804	0.6931
0.1097	4.9806	1026	0.4289	0.7449	0.4289	0.6549
0.1097	4.9903	1028	0.4160	0.7123	0.4160	0.6450
0.1097	5.0	1030	0.4129	0.7228	0.4129	0.6426
0.1097	5.0097	1032	0.4221	0.7228	0.4221	0.6497
0.1097	5.0194	1034	0.4389	0.7228	0.4389	0.6625
0.1097	5.0291	1036	0.4595	0.7042	0.4595	0.6779
0.1097	5.0388	1038	0.4736	0.6	0.4736	0.6882
0.1097	5.0485	1040	0.4805	0.6	0.4805	0.6932
0.1097	5.0583	1042	0.4796	0.6	0.4796	0.6926
0.1097	5.0680	1044	0.4867	0.6	0.4867	0.6977
0.1097	5.0777	1046	0.4721	0.6	0.4721	0.6871
0.1097	5.0874	1048	0.4494	0.6	0.4494	0.6704
0.1097	5.0971	1050	0.4344	0.6	0.4344	0.6591
0.1097	5.1068	1052	0.4099	0.7042	0.4099	0.6403
0.1097	5.1165	1054	0.3937	0.7228	0.3937	0.6275
0.1097	5.1262	1056	0.3968	0.7042	0.3968	0.6299
0.1097	5.1359	1058	0.4490	0.75	0.4490	0.6701
0.1097	5.1456	1060	0.5082	0.6500	0.5082	0.7129
0.1097	5.1553	1062	0.5170	0.6375	0.5170	0.7190
0.1097	5.1650	1064	0.4938	0.6026	0.4938	0.7027
0.1097	5.1748	1066	0.4458	0.7225	0.4458	0.6677
0.1097	5.1845	1068	0.4222	0.7296	0.4222	0.6498
0.1097	5.1942	1070	0.4144	0.7627	0.4144	0.6437
0.1097	5.2039	1072	0.3998	0.7627	0.3998	0.6323
0.1097	5.2136	1074	0.3935	0.7627	0.3935	0.6273
0.1097	5.2233	1076	0.4153	0.7131	0.4153	0.6445
0.1097	5.2330	1078	0.4135	0.7131	0.4135	0.6431
0.1097	5.2427	1080	0.4290	0.7131	0.4290	0.6550
0.1097	5.2524	1082	0.4218	0.7407	0.4218	0.6495
0.1097	5.2621	1084	0.4140	0.7407	0.4140	0.6434
0.1097	5.2718	1086	0.4089	0.7407	0.4089	0.6395
0.1097	5.2816	1088	0.4045	0.7763	0.4045	0.6360
0.1097	5.2913	1090	0.4096	0.7763	0.4096	0.6400
0.1097	5.3010	1092	0.4439	0.6834	0.4439	0.6663
0.1097	5.3107	1094	0.4778	0.7149	0.4778	0.6913
0.1097	5.3204	1096	0.5115	0.7586	0.5115	0.7152
0.1097	5.3301	1098	0.5261	0.6638	0.5261	0.7253
0.1097	5.3398	1100	0.4905	0.5604	0.4905	0.7004
0.1097	5.3495	1102	0.4544	0.6834	0.4544	0.6741
0.1097	5.3592	1104	0.4214	0.6834	0.4214	0.6492
0.1097	5.3689	1106	0.4061	0.7228	0.4061	0.6373
0.1097	5.3786	1108	0.4105	0.6834	0.4105	0.6407
0.1097	5.3883	1110	0.4415	0.6147	0.4415	0.6645
0.1097	5.3981	1112	0.4843	0.6638	0.4843	0.6959
0.1097	5.4078	1114	0.4717	0.6638	0.4717	0.6868
0.1097	5.4175	1116	0.4443	0.6147	0.4443	0.6666
0.1097	5.4272	1118	0.4344	0.6638	0.4344	0.6591
0.1097	5.4369	1120	0.4498	0.6638	0.4498	0.6707
0.1097	5.4466	1122	0.4440	0.6638	0.4440	0.6663
0.1097	5.4563	1124	0.4134	0.6280	0.4134	0.6430
0.1097	5.4660	1126	0.4027	0.7228	0.4027	0.6346
0.1097	5.4757	1128	0.3945	0.7228	0.3945	0.6281
0.1097	5.4854	1130	0.3852	0.7228	0.3852	0.6206
0.1097	5.4951	1132	0.3948	0.7333	0.3948	0.6283
0.1097	5.5049	1134	0.4160	0.7149	0.4160	0.6450
0.1097	5.5146	1136	0.4792	0.7407	0.4792	0.6923
0.1097	5.5243	1138	0.4629	0.7407	0.4629	0.6804
0.1097	5.5340	1140	0.4660	0.7407	0.4660	0.6827
0.1097	5.5437	1142	0.4358	0.7586	0.4358	0.6601
0.1097	5.5534	1144	0.3795	0.7333	0.3795	0.6160
0.1097	5.5631	1146	0.3529	0.7228	0.3529	0.5941
0.1097	5.5728	1148	0.3379	0.7228	0.3379	0.5813
0.1097	5.5825	1150	0.3274	0.7228	0.3274	0.5722
0.1097	5.5922	1152	0.3249	0.7228	0.3249	0.5700
0.1097	5.6019	1154	0.3500	0.7915	0.3500	0.5916
0.1097	5.6117	1156	0.4500	0.7094	0.4500	0.6708
0.1097	5.6214	1158	0.5180	0.7094	0.5180	0.7197
0.1097	5.6311	1160	0.5006	0.7094	0.5006	0.7075
0.1097	5.6408	1162	0.4660	0.7094	0.4660	0.6827
0.1097	5.6505	1164	0.4084	0.7675	0.4084	0.6391
0.1097	5.6602	1166	0.3274	0.8016	0.3274	0.5722
0.1097	5.6699	1168	0.3296	0.7627	0.3296	0.5741
0.1097	5.6796	1170	0.3570	0.7364	0.3570	0.5975
0.1097	5.6893	1172	0.3687	0.6930	0.3687	0.6072
0.1097	5.6990	1174	0.3776	0.72	0.3776	0.6145
0.1097	5.7087	1176	0.3704	0.7627	0.3704	0.6086
0.1097	5.7184	1178	0.3831	0.7763	0.3831	0.6189
0.1097	5.7282	1180	0.4032	0.6834	0.4032	0.6350
0.1097	5.7379	1182	0.4101	0.6834	0.4101	0.6404
0.1097	5.7476	1184	0.4189	0.7333	0.4189	0.6472
0.1097	5.7573	1186	0.3975	0.7783	0.3975	0.6304
0.1097	5.7670	1188	0.3387	0.7700	0.3387	0.5820
0.1097	5.7767	1190	0.3120	0.8016	0.3120	0.5586
0.1097	5.7864	1192	0.2968	0.7627	0.2968	0.5448
0.1097	5.7961	1194	0.2949	0.7627	0.2949	0.5430
0.1097	5.8058	1196	0.2999	0.7627	0.2999	0.5477
0.1097	5.8155	1198	0.3097	0.7627	0.3097	0.5565
0.1097	5.8252	1200	0.3269	0.7627	0.3269	0.5717
0.1097	5.8350	1202	0.3436	0.7627	0.3436	0.5862
0.1097	5.8447	1204	0.3589	0.7627	0.3589	0.5991
0.1097	5.8544	1206	0.3736	0.7627	0.3736	0.6112
0.1097	5.8641	1208	0.4041	0.7915	0.4041	0.6357
0.1097	5.8738	1210	0.4396	0.7586	0.4396	0.6630
0.1097	5.8835	1212	0.4730	0.7244	0.4730	0.6878
0.1097	5.8932	1214	0.4598	0.7586	0.4598	0.6781
0.1097	5.9029	1216	0.4420	0.7333	0.4420	0.6648
0.1097	5.9126	1218	0.4367	0.7333	0.4367	0.6608
0.1097	5.9223	1220	0.4309	0.7333	0.4309	0.6564
0.1097	5.9320	1222	0.4070	0.7333	0.4070	0.6380
0.1097	5.9417	1224	0.3979	0.6834	0.3979	0.6308
0.1097	5.9515	1226	0.3979	0.7333	0.3979	0.6308
0.1097	5.9612	1228	0.4024	0.7333	0.4024	0.6343
0.1097	5.9709	1230	0.3930	0.6834	0.3930	0.6269
0.1097	5.9806	1232	0.3857	0.6834	0.3857	0.6211
0.1097	5.9903	1234	0.3832	0.7228	0.3832	0.6191
0.1097	6.0	1236	0.3889	0.7228	0.3889	0.6236
0.1097	6.0097	1238	0.3925	0.6834	0.3925	0.6265
0.1097	6.0194	1240	0.3993	0.6834	0.3993	0.6319
0.1097	6.0291	1242	0.4151	0.6834	0.4151	0.6443
0.1097	6.0388	1244	0.4673	0.7407	0.4673	0.6836
0.1097	6.0485	1246	0.5427	0.6260	0.5427	0.7367
0.1097	6.0583	1248	0.5636	0.5641	0.5636	0.7507
0.1097	6.0680	1250	0.5425	0.7094	0.5425	0.7365
0.1097	6.0777	1252	0.5286	0.7094	0.5286	0.7271
0.1097	6.0874	1254	0.5006	0.7244	0.5006	0.7075
0.1097	6.0971	1256	0.4377	0.7783	0.4377	0.6616
0.1097	6.1068	1258	0.3966	0.7700	0.3966	0.6297
0.1097	6.1165	1260	0.3975	0.7228	0.3975	0.6305
0.1097	6.1262	1262	0.4053	0.7228	0.4053	0.6366
0.1097	6.1359	1264	0.4226	0.6834	0.4226	0.6501
0.1097	6.1456	1266	0.4273	0.6834	0.4273	0.6537
0.1097	6.1553	1268	0.4285	0.6834	0.4285	0.6546
0.1097	6.1650	1270	0.4249	0.6834	0.4249	0.6518
0.1097	6.1748	1272	0.4196	0.6834	0.4196	0.6477
0.1097	6.1845	1274	0.4174	0.6834	0.4174	0.6461
0.1097	6.1942	1276	0.4228	0.6834	0.4228	0.6502
0.1097	6.2039	1278	0.4348	0.6834	0.4348	0.6594
0.1097	6.2136	1280	0.4327	0.6834	0.4327	0.6578
0.1097	6.2233	1282	0.4501	0.6280	0.4501	0.6709
0.1097	6.2330	1284	0.4680	0.6280	0.4680	0.6841
0.1097	6.2427	1286	0.5087	0.6789	0.5087	0.7133
0.1097	6.2524	1288	0.5252	0.6375	0.5252	0.7247
0.1097	6.2621	1290	0.4904	0.6789	0.4904	0.7003
0.1097	6.2718	1292	0.4405	0.7783	0.4405	0.6637
0.1097	6.2816	1294	0.4090	0.7783	0.4090	0.6395
0.1097	6.2913	1296	0.3903	0.7783	0.3903	0.6247
0.1097	6.3010	1298	0.3772	0.7225	0.3772	0.6141
0.1097	6.3107	1300	0.4042	0.7647	0.4042	0.6357
0.1097	6.3204	1302	0.4497	0.7308	0.4497	0.6706
0.1097	6.3301	1304	0.4531	0.7308	0.4531	0.6731
0.1097	6.3398	1306	0.4241	0.7470	0.4241	0.6512
0.1097	6.3495	1308	0.4001	0.7647	0.4001	0.6325
0.1097	6.3592	1310	0.3620	0.6759	0.3620	0.6017
0.1097	6.3689	1312	0.3466	0.7627	0.3466	0.5888
0.1097	6.3786	1314	0.3377	0.7627	0.3377	0.5811
0.1097	6.3883	1316	0.3456	0.7627	0.3456	0.5879
0.1097	6.3981	1318	0.3651	0.6759	0.3651	0.6042
0.1097	6.4078	1320	0.3826	0.6759	0.3826	0.6185
0.1097	6.4175	1322	0.4025	0.6759	0.4025	0.6345
0.1097	6.4272	1324	0.4225	0.7783	0.4225	0.6500
0.1097	6.4369	1326	0.4341	0.7586	0.4341	0.6589
0.1097	6.4466	1328	0.4313	0.7586	0.4313	0.6567
0.1097	6.4563	1330	0.4257	0.7783	0.4257	0.6525
0.1097	6.4660	1332	0.4249	0.7586	0.4249	0.6518
0.1097	6.4757	1334	0.3682	0.7647	0.3682	0.6068
0.1097	6.4854	1336	0.3498	0.7705	0.3498	0.5914
0.1097	6.4951	1338	0.3477	0.8372	0.3477	0.5897
0.1097	6.5049	1340	0.3611	0.8078	0.3611	0.6009
0.1097	6.5146	1342	0.3369	0.8372	0.3369	0.5804
0.1097	6.5243	1344	0.3270	0.8016	0.3270	0.5719
0.1097	6.5340	1346	0.3297	0.8016	0.3297	0.5742
0.1097	6.5437	1348	0.3477	0.8016	0.3477	0.5897
0.1097	6.5534	1350	0.3778	0.7895	0.3778	0.6147
0.1097	6.5631	1352	0.3778	0.7529	0.3778	0.6146
0.1097	6.5728	1354	0.3628	0.7296	0.3628	0.6023
0.1097	6.5825	1356	0.3622	0.7627	0.3622	0.6018
0.1097	6.5922	1358	0.3584	0.7627	0.3584	0.5987
0.1097	6.6019	1360	0.3586	0.7627	0.3586	0.5988
0.1097	6.6117	1362	0.3599	0.7627	0.3599	0.5999
0.1097	6.6214	1364	0.3611	0.72	0.3611	0.6009
0.1097	6.6311	1366	0.3564	0.72	0.3564	0.5970
0.1097	6.6408	1368	0.3504	0.7627	0.3504	0.5920
0.1097	6.6505	1370	0.3510	0.7627	0.3510	0.5924
0.1097	6.6602	1372	0.3631	0.7296	0.3631	0.6026
0.1097	6.6699	1374	0.3855	0.7296	0.3855	0.6209
0.1097	6.6796	1376	0.3786	0.7296	0.3786	0.6153
0.1097	6.6893	1378	0.3832	0.7131	0.3832	0.6190
0.1097	6.6990	1380	0.3804	0.7131	0.3804	0.6168
0.1097	6.7087	1382	0.3751	0.7131	0.3751	0.6124
0.1097	6.7184	1384	0.3719	0.7131	0.3719	0.6099
0.1097	6.7282	1386	0.3582	0.7627	0.3582	0.5985
0.1097	6.7379	1388	0.3548	0.7627	0.3548	0.5957
0.1097	6.7476	1390	0.3522	0.7627	0.3522	0.5935
0.1097	6.7573	1392	0.3566	0.7627	0.3566	0.5972
0.1097	6.7670	1394	0.3617	0.7627	0.3617	0.6014
0.1097	6.7767	1396	0.3612	0.7627	0.3612	0.6010
0.1097	6.7864	1398	0.3571	0.7627	0.3571	0.5976
0.1097	6.7961	1400	0.3495	0.7627	0.3495	0.5912
0.1097	6.8058	1402	0.3436	0.7627	0.3436	0.5862
0.1097	6.8155	1404	0.3420	0.7627	0.3420	0.5848
0.1097	6.8252	1406	0.3403	0.7627	0.3403	0.5834
0.1097	6.8350	1408	0.3457	0.7627	0.3457	0.5879
0.1097	6.8447	1410	0.3510	0.7627	0.3510	0.5924
0.1097	6.8544	1412	0.3528	0.7449	0.3528	0.5939
0.1097	6.8641	1414	0.3619	0.7529	0.3619	0.6015
0.1097	6.8738	1416	0.3683	0.7368	0.3683	0.6069
0.1097	6.8835	1418	0.3575	0.7529	0.3575	0.5979
0.1097	6.8932	1420	0.3516	0.7705	0.3516	0.5930
0.1097	6.9029	1422	0.3616	0.7705	0.3616	0.6013
0.1097	6.9126	1424	0.3692	0.7296	0.3692	0.6076
0.1097	6.9223	1426	0.3659	0.7296	0.3659	0.6049
0.1097	6.9320	1428	0.3644	0.7296	0.3644	0.6036
0.1097	6.9417	1430	0.3526	0.7296	0.3526	0.5938
0.1097	6.9515	1432	0.3427	0.7296	0.3427	0.5854
0.1097	6.9612	1434	0.3339	0.7296	0.3339	0.5779
0.1097	6.9709	1436	0.3361	0.7296	0.3361	0.5798
0.1097	6.9806	1438	0.3470	0.7705	0.3470	0.5891
0.1097	6.9903	1440	0.3726	0.7705	0.3726	0.6104
0.1097	7.0	1442	0.4010	0.7149	0.4010	0.6333
0.1097	7.0097	1444	0.4049	0.7407	0.4049	0.6363
0.1097	7.0194	1446	0.3995	0.7586	0.3995	0.6321
0.1097	7.0291	1448	0.3837	0.7333	0.3837	0.6195
0.1097	7.0388	1450	0.3669	0.7296	0.3669	0.6057
0.1097	7.0485	1452	0.3621	0.7627	0.3621	0.6017
0.1097	7.0583	1454	0.3722	0.72	0.3722	0.6101
0.1097	7.0680	1456	0.3839	0.72	0.3839	0.6196
0.1097	7.0777	1458	0.3936	0.72	0.3936	0.6274
0.1097	7.0874	1460	0.3960	0.72	0.3960	0.6293
0.1097	7.0971	1462	0.3944	0.7308	0.3944	0.6280
0.1097	7.1068	1464	0.4038	0.6834	0.4038	0.6355
0.1097	7.1165	1466	0.4377	0.6834	0.4377	0.6616
0.1097	7.1262	1468	0.4719	0.6834	0.4719	0.6870
0.1097	7.1359	1470	0.4890	0.6667	0.4890	0.6993
0.1097	7.1456	1472	0.4789	0.6667	0.4789	0.6920
0.1097	7.1553	1474	0.4510	0.6834	0.4510	0.6716
0.1097	7.1650	1476	0.4242	0.6834	0.4242	0.6513
0.1097	7.1748	1478	0.3886	0.6834	0.3886	0.6234
0.1097	7.1845	1480	0.3489	0.7228	0.3489	0.5906
0.1097	7.1942	1482	0.3307	0.7228	0.3307	0.5750
0.1097	7.2039	1484	0.3244	0.7123	0.3244	0.5695
0.1097	7.2136	1486	0.3237	0.7123	0.3237	0.5690
0.1097	7.2233	1488	0.3171	0.7123	0.3171	0.5632
0.1097	7.2330	1490	0.3199	0.7123	0.3199	0.5656
0.1097	7.2427	1492	0.3325	0.7123	0.3325	0.5767
0.1097	7.2524	1494	0.3501	0.7605	0.3501	0.5917
0.1097	7.2621	1496	0.3590	0.7605	0.3590	0.5991
0.1097	7.2718	1498	0.3692	0.7308	0.3692	0.6076
0.0645	7.2816	1500	0.3841	0.7308	0.3841	0.6198
0.0645	7.2913	1502	0.3888	0.7726	0.3888	0.6235
0.0645	7.3010	1504	0.3896	0.7726	0.3896	0.6242
0.0645	7.3107	1506	0.3882	0.7726	0.3882	0.6230
0.0645	7.3204	1508	0.3839	0.7726	0.3839	0.6196
0.0645	7.3301	1510	0.3826	0.7726	0.3826	0.6185
0.0645	7.3398	1512	0.3894	0.7726	0.3894	0.6240
0.0645	7.3495	1514	0.3934	0.7726	0.3934	0.6272
0.0645	7.3592	1516	0.3943	0.7726	0.3943	0.6279
0.0645	7.3689	1518	0.3866	0.7726	0.3866	0.6218
0.0645	7.3786	1520	0.3652	0.7296	0.3652	0.6043
0.0645	7.3883	1522	0.3482	0.7296	0.3482	0.5901
0.0645	7.3981	1524	0.3355	0.7627	0.3355	0.5792
0.0645	7.4078	1526	0.3363	0.7627	0.3363	0.5799
0.0645	7.4175	1528	0.3377	0.6759	0.3377	0.5811
0.0645	7.4272	1530	0.3413	0.6834	0.3413	0.5842
0.0645	7.4369	1532	0.3449	0.6834	0.3449	0.5873
0.0645	7.4466	1534	0.3450	0.7228	0.3450	0.5874
0.0645	7.4563	1536	0.3527	0.7228	0.3527	0.5938
0.0645	7.4660	1538	0.3596	0.7228	0.3596	0.5997
0.0645	7.4757	1540	0.3723	0.6834	0.3723	0.6102
0.0645	7.4854	1542	0.3958	0.6834	0.3958	0.6291
0.0645	7.4951	1544	0.4248	0.6834	0.4248	0.6518
0.0645	7.5049	1546	0.4465	0.7407	0.4465	0.6682
0.0645	7.5146	1548	0.4519	0.7407	0.4519	0.6723
0.0645	7.5243	1550	0.4384	0.7407	0.4384	0.6621
0.0645	7.5340	1552	0.4207	0.7407	0.4207	0.6486
0.0645	7.5437	1554	0.4053	0.7407	0.4053	0.6367
0.0645	7.5534	1556	0.3768	0.7586	0.3768	0.6138
0.0645	7.5631	1558	0.3438	0.6759	0.3438	0.5864
0.0645	7.5728	1560	0.3246	0.7296	0.3246	0.5697
0.0645	7.5825	1562	0.3240	0.7296	0.3240	0.5692
0.0645	7.5922	1564	0.3283	0.7296	0.3283	0.5729
0.0645	7.6019	1566	0.3366	0.7296	0.3366	0.5802
0.0645	7.6117	1568	0.3509	0.7296	0.3509	0.5924
0.0645	7.6214	1570	0.3625	0.6834	0.3625	0.6021
0.0645	7.6311	1572	0.3677	0.6834	0.3677	0.6064
0.0645	7.6408	1574	0.3566	0.7296	0.3566	0.5972
0.0645	7.6505	1576	0.3369	0.7296	0.3369	0.5805
0.0645	7.6602	1578	0.3167	0.7296	0.3167	0.5628
0.0645	7.6699	1580	0.3086	0.7627	0.3086	0.5555
0.0645	7.6796	1582	0.3050	0.7627	0.3050	0.5523
0.0645	7.6893	1584	0.3130	0.8016	0.3130	0.5595
0.0645	7.6990	1586	0.3231	0.8178	0.3231	0.5684
0.0645	7.7087	1588	0.3331	0.8	0.3331	0.5772
0.0645	7.7184	1590	0.3284	0.8178	0.3284	0.5730
0.0645	7.7282	1592	0.3131	0.8372	0.3131	0.5596
0.0645	7.7379	1594	0.3042	0.8016	0.3042	0.5515
0.0645	7.7476	1596	0.2983	0.7627	0.2983	0.5462
0.0645	7.7573	1598	0.2964	0.7627	0.2964	0.5445
0.0645	7.7670	1600	0.3003	0.7627	0.3003	0.5480
0.0645	7.7767	1602	0.3072	0.7627	0.3072	0.5543
0.0645	7.7864	1604	0.3188	0.8016	0.3188	0.5646
0.0645	7.7961	1606	0.3275	0.8016	0.3275	0.5723
0.0645	7.8058	1608	0.3378	0.8178	0.3378	0.5812
0.0645	7.8155	1610	0.3374	0.8372	0.3374	0.5809
0.0645	7.8252	1612	0.3312	0.8016	0.3312	0.5755
0.0645	7.8350	1614	0.3194	0.7627	0.3194	0.5652
0.0645	7.8447	1616	0.3151	0.7627	0.3151	0.5614
0.0645	7.8544	1618	0.3160	0.7627	0.3160	0.5621
0.0645	7.8641	1620	0.3189	0.7627	0.3189	0.5647
0.0645	7.8738	1622	0.3212	0.7123	0.3212	0.5668
0.0645	7.8835	1624	0.3258	0.7123	0.3258	0.5708
0.0645	7.8932	1626	0.3301	0.7123	0.3301	0.5746
0.0645	7.9029	1628	0.3373	0.7123	0.3373	0.5808
0.0645	7.9126	1630	0.3407	0.7228	0.3407	0.5837
0.0645	7.9223	1632	0.3431	0.7228	0.3431	0.5858
0.0645	7.9320	1634	0.3526	0.6834	0.3526	0.5938
0.0645	7.9417	1636	0.3789	0.7783	0.3789	0.6155
0.0645	7.9515	1638	0.4122	0.7407	0.4122	0.6420
0.0645	7.9612	1640	0.4365	0.7244	0.4365	0.6607
0.0645	7.9709	1642	0.4439	0.7244	0.4439	0.6663
0.0645	7.9806	1644	0.4312	0.7244	0.4312	0.6566
0.0645	7.9903	1646	0.4054	0.7407	0.4054	0.6367
0.0645	8.0	1648	0.3866	0.7586	0.3866	0.6218
0.0645	8.0097	1650	0.3620	0.7783	0.3620	0.6016
0.0645	8.0194	1652	0.3429	0.6834	0.3429	0.5856
0.0645	8.0291	1654	0.3292	0.6759	0.3292	0.5737
0.0645	8.0388	1656	0.3201	0.7123	0.3201	0.5658
0.0645	8.0485	1658	0.3185	0.7123	0.3185	0.5644
0.0645	8.0583	1660	0.3169	0.7123	0.3169	0.5629
0.0645	8.0680	1662	0.3181	0.7123	0.3181	0.5640
0.0645	8.0777	1664	0.3224	0.7123	0.3224	0.5678
0.0645	8.0874	1666	0.3245	0.7123	0.3245	0.5696
0.0645	8.0971	1668	0.3238	0.7123	0.3238	0.5691
0.0645	8.1068	1670	0.3243	0.7123	0.3243	0.5695
0.0645	8.1165	1672	0.3296	0.6759	0.3296	0.5741
0.0645	8.1262	1674	0.3433	0.7225	0.3433	0.5859
0.0645	8.1359	1676	0.3582	0.7647	0.3582	0.5985
0.0645	8.1456	1678	0.3693	0.7470	0.3693	0.6077
0.0645	8.1553	1680	0.3899	0.7470	0.3899	0.6244
0.0645	8.1650	1682	0.4239	0.7159	0.4239	0.6510
0.0645	8.1748	1684	0.4428	0.7159	0.4428	0.6654
0.0645	8.1845	1686	0.4449	0.7159	0.4449	0.6670
0.0645	8.1942	1688	0.4428	0.7159	0.4428	0.6654
0.0645	8.2039	1690	0.4321	0.7159	0.4321	0.6573
0.0645	8.2136	1692	0.4062	0.7470	0.4062	0.6374
0.0645	8.2233	1694	0.3748	0.7225	0.3748	0.6122
0.0645	8.2330	1696	0.3665	0.7225	0.3665	0.6054
0.0645	8.2427	1698	0.3563	0.6759	0.3563	0.5969
0.0645	8.2524	1700	0.3455	0.6759	0.3455	0.5878
0.0645	8.2621	1702	0.3453	0.7296	0.3453	0.5876
0.0645	8.2718	1704	0.3482	0.7627	0.3482	0.5901
0.0645	8.2816	1706	0.3524	0.7627	0.3524	0.5937
0.0645	8.2913	1708	0.3568	0.7627	0.3568	0.5973
0.0645	8.3010	1710	0.3562	0.7627	0.3562	0.5968
0.0645	8.3107	1712	0.3571	0.7627	0.3571	0.5976
0.0645	8.3204	1714	0.3513	0.7627	0.3513	0.5927
0.0645	8.3301	1716	0.3428	0.7627	0.3428	0.5855
0.0645	8.3398	1718	0.3362	0.7627	0.3362	0.5799
0.0645	8.3495	1720	0.3319	0.7627	0.3319	0.5761
0.0645	8.3592	1722	0.3327	0.7627	0.3327	0.5768
0.0645	8.3689	1724	0.3358	0.7123	0.3358	0.5795
0.0645	8.3786	1726	0.3459	0.7565	0.3459	0.5882
0.0645	8.3883	1728	0.3655	0.7308	0.3655	0.6045
0.0645	8.3981	1730	0.3920	0.7308	0.3920	0.6261
0.0645	8.4078	1732	0.4218	0.7159	0.4218	0.6495
0.0645	8.4175	1734	0.4485	0.7244	0.4485	0.6697
0.0645	8.4272	1736	0.4762	0.7094	0.4762	0.6901
0.0645	8.4369	1738	0.5143	0.7094	0.5143	0.7171
0.0645	8.4466	1740	0.5395	0.6449	0.5395	0.7345
0.0645	8.4563	1742	0.5320	0.7094	0.5320	0.7294
0.0645	8.4660	1744	0.4948	0.7244	0.4948	0.7034
0.0645	8.4757	1746	0.4568	0.7244	0.4568	0.6758
0.0645	8.4854	1748	0.4224	0.7407	0.4224	0.6499
0.0645	8.4951	1750	0.3957	0.7407	0.3957	0.6291
0.0645	8.5049	1752	0.3726	0.7149	0.3726	0.6104
0.0645	8.5146	1754	0.3547	0.6759	0.3547	0.5956
0.0645	8.5243	1756	0.3487	0.6759	0.3487	0.5905
0.0645	8.5340	1758	0.3487	0.6759	0.3487	0.5905
0.0645	8.5437	1760	0.3500	0.6759	0.3500	0.5916
0.0645	8.5534	1762	0.3503	0.6759	0.3503	0.5918
0.0645	8.5631	1764	0.3596	0.6834	0.3596	0.5997
0.0645	8.5728	1766	0.3745	0.6667	0.3745	0.6120
0.0645	8.5825	1768	0.3817	0.7149	0.3817	0.6179
0.0645	8.5922	1770	0.3893	0.7149	0.3893	0.6239
0.0645	8.6019	1772	0.3938	0.7586	0.3938	0.6276
0.0645	8.6117	1774	0.3929	0.7586	0.3929	0.6268
0.0645	8.6214	1776	0.3826	0.7059	0.3826	0.6185
0.0645	8.6311	1778	0.3706	0.6608	0.3706	0.6088
0.0645	8.6408	1780	0.3630	0.6759	0.3630	0.6025
0.0645	8.6505	1782	0.3589	0.6759	0.3589	0.5991
0.0645	8.6602	1784	0.3571	0.6759	0.3571	0.5976
0.0645	8.6699	1786	0.3598	0.6759	0.3598	0.5998
0.0645	8.6796	1788	0.3599	0.6759	0.3599	0.6000
0.0645	8.6893	1790	0.3598	0.7123	0.3598	0.5998
0.0645	8.6990	1792	0.3654	0.6759	0.3654	0.6045
0.0645	8.7087	1794	0.3739	0.6759	0.3739	0.6115
0.0645	8.7184	1796	0.3803	0.6759	0.3803	0.6167
0.0645	8.7282	1798	0.3839	0.6759	0.3839	0.6196
0.0645	8.7379	1800	0.3869	0.7059	0.3869	0.6220
0.0645	8.7476	1802	0.3853	0.7059	0.3853	0.6207
0.0645	8.7573	1804	0.3828	0.6608	0.3828	0.6187
0.0645	8.7670	1806	0.3796	0.6608	0.3796	0.6161
0.0645	8.7767	1808	0.3770	0.6608	0.3770	0.6140
0.0645	8.7864	1810	0.3747	0.6608	0.3747	0.6121
0.0645	8.7961	1812	0.3698	0.6759	0.3698	0.6081
0.0645	8.8058	1814	0.3716	0.6608	0.3716	0.6096
0.0645	8.8155	1816	0.3774	0.6908	0.3774	0.6143
0.0645	8.8252	1818	0.3806	0.6908	0.3806	0.6169
0.0645	8.8350	1820	0.3823	0.6908	0.3823	0.6183
0.0645	8.8447	1822	0.3854	0.6908	0.3854	0.6208
0.0645	8.8544	1824	0.3919	0.7308	0.3919	0.6260
0.0645	8.8641	1826	0.4008	0.7308	0.4008	0.6331
0.0645	8.8738	1828	0.4030	0.7308	0.4030	0.6348
0.0645	8.8835	1830	0.3951	0.7308	0.3951	0.6286
0.0645	8.8932	1832	0.3910	0.6983	0.3910	0.6253
0.0645	8.9029	1834	0.3792	0.6983	0.3792	0.6158
0.0645	8.9126	1836	0.3700	0.7333	0.3700	0.6083
0.0645	8.9223	1838	0.3610	0.6759	0.3610	0.6008
0.0645	8.9320	1840	0.3533	0.6759	0.3533	0.5944
0.0645	8.9417	1842	0.3475	0.6759	0.3475	0.5895
0.0645	8.9515	1844	0.3452	0.6759	0.3452	0.5875
0.0645	8.9612	1846	0.3441	0.6759	0.3441	0.5866
0.0645	8.9709	1848	0.3436	0.6759	0.3436	0.5862
0.0645	8.9806	1850	0.3434	0.6759	0.3434	0.5860
0.0645	8.9903	1852	0.3438	0.6759	0.3438	0.5863
0.0645	9.0	1854	0.3449	0.6759	0.3449	0.5872
0.0645	9.0097	1856	0.3445	0.6759	0.3445	0.5869
0.0645	9.0194	1858	0.3435	0.6759	0.3435	0.5861
0.0645	9.0291	1860	0.3432	0.6759	0.3432	0.5859
0.0645	9.0388	1862	0.3398	0.6759	0.3398	0.5830
0.0645	9.0485	1864	0.3382	0.6759	0.3382	0.5816
0.0645	9.0583	1866	0.3365	0.6759	0.3365	0.5801
0.0645	9.0680	1868	0.3331	0.7296	0.3331	0.5772
0.0645	9.0777	1870	0.3305	0.7296	0.3305	0.5749
0.0645	9.0874	1872	0.3279	0.7627	0.3279	0.5727
0.0645	9.0971	1874	0.3262	0.7627	0.3262	0.5711
0.0645	9.1068	1876	0.3268	0.7627	0.3268	0.5716
0.0645	9.1165	1878	0.3287	0.7627	0.3287	0.5733
0.0645	9.1262	1880	0.3313	0.7627	0.3313	0.5756
0.0645	9.1359	1882	0.3330	0.7296	0.3330	0.5771
0.0645	9.1456	1884	0.3348	0.7705	0.3348	0.5786
0.0645	9.1553	1886	0.3399	0.7705	0.3399	0.5830
0.0645	9.1650	1888	0.3476	0.7368	0.3476	0.5896
0.0645	9.1748	1890	0.3572	0.7726	0.3572	0.5976
0.0645	9.1845	1892	0.3629	0.7308	0.3629	0.6024
0.0645	9.1942	1894	0.3648	0.7308	0.3648	0.6040
0.0645	9.2039	1896	0.3692	0.7308	0.3692	0.6076
0.0645	9.2136	1898	0.3724	0.7308	0.3724	0.6102
0.0645	9.2233	1900	0.3744	0.7308	0.3744	0.6119
0.0645	9.2330	1902	0.3743	0.7308	0.3743	0.6118
0.0645	9.2427	1904	0.3702	0.7308	0.3702	0.6085
0.0645	9.2524	1906	0.3667	0.7308	0.3667	0.6056
0.0645	9.2621	1908	0.3607	0.6908	0.3607	0.6006
0.0645	9.2718	1910	0.3598	0.7308	0.3598	0.5998
0.0645	9.2816	1912	0.3598	0.7308	0.3598	0.5998
0.0645	9.2913	1914	0.3564	0.6908	0.3564	0.5970
0.0645	9.3010	1916	0.3546	0.6908	0.3546	0.5955
0.0645	9.3107	1918	0.3476	0.7059	0.3476	0.5895
0.0645	9.3204	1920	0.3432	0.7829	0.3432	0.5858
0.0645	9.3301	1922	0.3403	0.8016	0.3403	0.5833
0.0645	9.3398	1924	0.3377	0.7627	0.3377	0.5811
0.0645	9.3495	1926	0.3389	0.7627	0.3389	0.5822
0.0645	9.3592	1928	0.3407	0.7627	0.3407	0.5837
0.0645	9.3689	1930	0.3432	0.7627	0.3432	0.5859
0.0645	9.3786	1932	0.3454	0.7627	0.3454	0.5877
0.0645	9.3883	1934	0.3472	0.7627	0.3472	0.5892
0.0645	9.3981	1936	0.3494	0.7529	0.3494	0.5911
0.0645	9.4078	1938	0.3521	0.7529	0.3521	0.5934
0.0645	9.4175	1940	0.3551	0.7529	0.3551	0.5959
0.0645	9.4272	1942	0.3540	0.7529	0.3540	0.5950
0.0645	9.4369	1944	0.3526	0.7529	0.3526	0.5938
0.0645	9.4466	1946	0.3506	0.7529	0.3506	0.5921
0.0645	9.4563	1948	0.3481	0.7131	0.3481	0.5900
0.0645	9.4660	1950	0.3434	0.7627	0.3434	0.5860
0.0645	9.4757	1952	0.3400	0.7627	0.3400	0.5831
0.0645	9.4854	1954	0.3363	0.7627	0.3363	0.5799
0.0645	9.4951	1956	0.3339	0.7627	0.3339	0.5778
0.0645	9.5049	1958	0.3322	0.7627	0.3322	0.5763
0.0645	9.5146	1960	0.3318	0.7627	0.3318	0.5760
0.0645	9.5243	1962	0.3327	0.7627	0.3327	0.5768
0.0645	9.5340	1964	0.3339	0.7627	0.3339	0.5778
0.0645	9.5437	1966	0.3345	0.7627	0.3345	0.5784
0.0645	9.5534	1968	0.3358	0.7627	0.3358	0.5795
0.0645	9.5631	1970	0.3368	0.7627	0.3368	0.5803
0.0645	9.5728	1972	0.3381	0.7627	0.3381	0.5814
0.0645	9.5825	1974	0.3393	0.7627	0.3393	0.5825
0.0645	9.5922	1976	0.3414	0.7296	0.3414	0.5843
0.0645	9.6019	1978	0.3433	0.7296	0.3433	0.5860
0.0645	9.6117	1980	0.3464	0.6759	0.3464	0.5885
0.0645	9.6214	1982	0.3498	0.6759	0.3498	0.5914
0.0645	9.6311	1984	0.3524	0.6759	0.3524	0.5937
0.0645	9.6408	1986	0.3544	0.6759	0.3544	0.5953
0.0645	9.6505	1988	0.3565	0.7225	0.3565	0.5971
0.0645	9.6602	1990	0.3591	0.7225	0.3591	0.5992
0.0645	9.6699	1992	0.3614	0.7225	0.3614	0.6012
0.0645	9.6796	1994	0.3640	0.7059	0.3640	0.6033
0.0645	9.6893	1996	0.3662	0.7059	0.3662	0.6051
0.0645	9.6990	1998	0.3694	0.7059	0.3694	0.6078
0.05	9.7087	2000	0.3728	0.6908	0.3728	0.6106
0.05	9.7184	2002	0.3769	0.6908	0.3769	0.6140
0.05	9.7282	2004	0.3798	0.7308	0.3798	0.6163
0.05	9.7379	2006	0.3819	0.7308	0.3819	0.6180
0.05	9.7476	2008	0.3829	0.7308	0.3829	0.6188
0.05	9.7573	2010	0.3825	0.7308	0.3825	0.6185
0.05	9.7670	2012	0.3823	0.7308	0.3823	0.6183
0.05	9.7767	2014	0.3803	0.6908	0.3803	0.6167
0.05	9.7864	2016	0.3771	0.6908	0.3771	0.6141
0.05	9.7961	2018	0.3738	0.6908	0.3738	0.6114
0.05	9.8058	2020	0.3703	0.7059	0.3703	0.6085
0.05	9.8155	2022	0.3665	0.7059	0.3665	0.6054
0.05	9.8252	2024	0.3648	0.7225	0.3648	0.6040
0.05	9.8350	2026	0.3637	0.7225	0.3637	0.6031
0.05	9.8447	2028	0.3623	0.7225	0.3623	0.6019
0.05	9.8544	2030	0.3618	0.7225	0.3618	0.6015
0.05	9.8641	2032	0.3619	0.7225	0.3619	0.6015
0.05	9.8738	2034	0.3623	0.7225	0.3623	0.6019
0.05	9.8835	2036	0.3627	0.7225	0.3627	0.6023
0.05	9.8932	2038	0.3626	0.7225	0.3626	0.6021
0.05	9.9029	2040	0.3620	0.7225	0.3620	0.6016
0.05	9.9126	2042	0.3615	0.7225	0.3615	0.6012
0.05	9.9223	2044	0.3609	0.7225	0.3609	0.6007
0.05	9.9320	2046	0.3601	0.6759	0.3601	0.6001
0.05	9.9417	2048	0.3592	0.6759	0.3592	0.5994
0.05	9.9515	2050	0.3587	0.6759	0.3587	0.5989
0.05	9.9612	2052	0.3585	0.6759	0.3585	0.5987
0.05	9.9709	2054	0.3582	0.6759	0.3582	0.5985
0.05	9.9806	2056	0.3579	0.6759	0.3579	0.5983
0.05	9.9903	2058	0.3579	0.6759	0.3579	0.5982
0.05	10.0	2060	0.3579	0.6759	0.3579	0.5982

Framework versions

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