README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: arabert_augmented_with_original_k20_organization_task1_fold1
    results: []

arabert_augmented_with_original_k20_organization_task1_fold1

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

• Loss: 0.4953
• Qwk: 0.4936
• Mse: 0.4953
• Rmse: 0.7038

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	0.0096	2	3.5860	-0.0658	3.5860	1.8937
No log	0.0191	4	2.3340	-0.0431	2.3340	1.5277
No log	0.0287	6	1.6154	-0.0228	1.6154	1.2710
No log	0.0383	8	1.3488	0.0125	1.3488	1.1614
No log	0.0478	10	1.0530	0.0	1.0530	1.0262
No log	0.0574	12	1.0278	0.0	1.0278	1.0138
No log	0.0670	14	1.2736	0.0564	1.2736	1.1286
No log	0.0766	16	1.1163	0.1026	1.1163	1.0566
No log	0.0861	18	0.9498	0.1026	0.9498	0.9746
No log	0.0957	20	0.8759	0.0	0.8759	0.9359
No log	0.1053	22	0.8957	0.0	0.8957	0.9464
No log	0.1148	24	0.9374	0.0	0.9374	0.9682
No log	0.1244	26	0.9611	0.0	0.9611	0.9803
No log	0.1340	28	1.0312	0.0	1.0312	1.0155
No log	0.1435	30	1.0824	0.0	1.0824	1.0404
No log	0.1531	32	1.0879	0.0	1.0879	1.0430
No log	0.1627	34	1.1590	0.1026	1.1590	1.0766
No log	0.1722	36	1.3018	0.1355	1.3018	1.1410
No log	0.1818	38	1.3369	0.0680	1.3369	1.1562
No log	0.1914	40	1.2540	0.1473	1.2540	1.1198
No log	0.2010	42	1.1570	0.2164	1.1570	1.0756
No log	0.2105	44	1.0960	0.2164	1.0960	1.0469
No log	0.2201	46	1.0474	0.2164	1.0474	1.0234
No log	0.2297	48	1.0127	0.1355	1.0127	1.0063
No log	0.2392	50	1.0028	0.1355	1.0028	1.0014
No log	0.2488	52	0.8971	0.1355	0.8971	0.9472
No log	0.2584	54	0.7758	0.1355	0.7758	0.8808
No log	0.2679	56	0.7364	0.1355	0.7364	0.8582
No log	0.2775	58	0.7085	0.1355	0.7085	0.8417
No log	0.2871	60	0.7075	0.1355	0.7075	0.8411
No log	0.2967	62	0.7094	0.1355	0.7094	0.8422
No log	0.3062	64	0.8210	0.1404	0.8210	0.9061
No log	0.3158	66	1.0339	0.1192	1.0339	1.0168
No log	0.3254	68	1.1892	0.1473	1.1892	1.0905
No log	0.3349	70	1.5920	0.1102	1.5920	1.2618
No log	0.3445	72	2.0732	0.0229	2.0732	1.4399
No log	0.3541	74	2.0843	0.0229	2.0843	1.4437
No log	0.3636	76	1.6939	0.0593	1.6939	1.3015
No log	0.3732	78	1.2800	0.0919	1.2800	1.1314
No log	0.3828	80	0.9774	0.1026	0.9774	0.9887
No log	0.3923	82	0.8939	0.0	0.8939	0.9455
No log	0.4019	84	0.8669	0.0	0.8669	0.9311
No log	0.4115	86	0.8771	0.0	0.8771	0.9366
No log	0.4211	88	0.8649	0.1355	0.8649	0.9300
No log	0.4306	90	0.8069	0.1355	0.8069	0.8983
No log	0.4402	92	0.7330	0.1026	0.7330	0.8561
No log	0.4498	94	0.7306	0.1026	0.7306	0.8548
No log	0.4593	96	0.7696	0.1355	0.7696	0.8772
No log	0.4689	98	0.8901	0.2119	0.8901	0.9435
No log	0.4785	100	0.9822	0.1881	0.9822	0.9911
No log	0.4880	102	1.2073	0.1676	1.2073	1.0988
No log	0.4976	104	1.3548	0.1676	1.3548	1.1640
No log	0.5072	106	1.3272	0.1676	1.3272	1.1520
No log	0.5167	108	1.2584	0.1676	1.2584	1.1218
No log	0.5263	110	1.2226	0.1870	1.2226	1.1057
No log	0.5359	112	1.1008	0.1192	1.1008	1.0492
No log	0.5455	114	0.9926	0.1192	0.9926	0.9963
No log	0.5550	116	0.9235	0.1355	0.9235	0.9610
No log	0.5646	118	0.9169	0.1119	0.9169	0.9575
No log	0.5742	120	1.0137	0.0912	1.0137	1.0068
No log	0.5837	122	1.0219	0.0597	1.0219	1.0109
No log	0.5933	124	0.9669	0.0	0.9669	0.9833
No log	0.6029	126	0.9231	0.0	0.9231	0.9608
No log	0.6124	128	0.9344	0.0797	0.9344	0.9666
No log	0.6220	130	0.9125	0.1404	0.9125	0.9553
No log	0.6316	132	0.8604	0.1404	0.8604	0.9276
No log	0.6411	134	0.7398	0.0797	0.7398	0.8601
No log	0.6507	136	0.7170	0.1818	0.7170	0.8467
No log	0.6603	138	0.7305	0.0841	0.7305	0.8547
No log	0.6699	140	0.8202	0.1404	0.8202	0.9056
No log	0.6794	142	0.9077	0.1404	0.9077	0.9527
No log	0.6890	144	0.8476	0.1404	0.8476	0.9206
No log	0.6986	146	0.8142	0.1404	0.8142	0.9023
No log	0.7081	148	0.7690	0.0597	0.7690	0.8769
No log	0.7177	150	0.7521	0.0797	0.7521	0.8672
No log	0.7273	152	0.7390	0.1212	0.7390	0.8597
No log	0.7368	154	0.7342	0.1212	0.7342	0.8568
No log	0.7464	156	0.7497	0.0597	0.7497	0.8659
No log	0.7560	158	0.8281	0.1404	0.8281	0.9100
No log	0.7656	160	0.9143	0.1404	0.9143	0.9562
No log	0.7751	162	0.8891	0.1404	0.8891	0.9429
No log	0.7847	164	0.7735	0.1404	0.7735	0.8795
No log	0.7943	166	0.7097	0.2222	0.7097	0.8424
No log	0.8038	168	0.6550	0.4167	0.6550	0.8093
No log	0.8134	170	0.6694	0.3115	0.6694	0.8182
No log	0.8230	172	0.7075	0.3482	0.7075	0.8411
No log	0.8325	174	0.7639	0.3849	0.7639	0.8740
No log	0.8421	176	0.8376	0.2018	0.8376	0.9152
No log	0.8517	178	0.8581	0.2018	0.8581	0.9263
No log	0.8612	180	0.8358	0.2286	0.8358	0.9142
No log	0.8708	182	0.7834	0.1404	0.7834	0.8851
No log	0.8804	184	0.7688	0.1404	0.7688	0.8768
No log	0.8900	186	0.8101	0.1404	0.8101	0.9001
No log	0.8995	188	0.8750	0.2320	0.8750	0.9354
No log	0.9091	190	0.8825	0.2320	0.8825	0.9394
No log	0.9187	192	0.7923	0.2320	0.7923	0.8901
No log	0.9282	194	0.7134	0.1560	0.7134	0.8447
No log	0.9378	196	0.6789	0.2222	0.6789	0.8239
No log	0.9474	198	0.6513	0.2391	0.6513	0.8070
No log	0.9569	200	0.6324	0.3072	0.6324	0.7952
No log	0.9665	202	0.6145	0.3241	0.6145	0.7839
No log	0.9761	204	0.6354	0.2432	0.6354	0.7971
No log	0.9856	206	0.6664	0.2911	0.6664	0.8163
No log	0.9952	208	0.6902	0.2759	0.6902	0.8308
No log	1.0048	210	0.6770	0.2759	0.6770	0.8228
No log	1.0144	212	0.6966	0.2759	0.6966	0.8346
No log	1.0239	214	0.7147	0.2759	0.7147	0.8454
No log	1.0335	216	0.7114	0.2620	0.7114	0.8434
No log	1.0431	218	0.6569	0.3592	0.6569	0.8105
No log	1.0526	220	0.6522	0.4031	0.6522	0.8076
No log	1.0622	222	0.6620	0.4481	0.6620	0.8137
No log	1.0718	224	0.6723	0.4031	0.6723	0.8199
No log	1.0813	226	0.7104	0.3893	0.7104	0.8429
No log	1.0909	228	0.8012	0.2674	0.8012	0.8951
No log	1.1005	230	1.0442	0.2266	1.0442	1.0218
No log	1.1100	232	1.3046	0.2054	1.3046	1.1422
No log	1.1196	234	1.3261	0.1499	1.3261	1.1516
No log	1.1292	236	1.1230	0.2054	1.1230	1.0597
No log	1.1388	238	0.8571	0.28	0.8571	0.9258
No log	1.1483	240	0.7176	0.3721	0.7176	0.8471
No log	1.1579	242	0.6852	0.3099	0.6852	0.8278
No log	1.1675	244	0.6634	0.3750	0.6634	0.8145
No log	1.1770	246	0.6697	0.5196	0.6697	0.8184
No log	1.1866	248	0.7116	0.5333	0.7116	0.8435
No log	1.1962	250	0.7171	0.4494	0.7171	0.8468
No log	1.2057	252	0.6736	0.5473	0.6736	0.8208
No log	1.2153	254	0.6534	0.5249	0.6534	0.8083
No log	1.2249	256	0.6776	0.3304	0.6776	0.8232
No log	1.2344	258	0.7173	0.2097	0.7173	0.8469
No log	1.2440	260	0.7911	0.1642	0.7911	0.8894
No log	1.2536	262	0.8621	0.1404	0.8621	0.9285
No log	1.2632	264	0.9359	0.1003	0.9359	0.9674
No log	1.2727	266	0.9760	0.1667	0.9760	0.9879
No log	1.2823	268	0.9052	0.1667	0.9052	0.9514
No log	1.2919	270	0.8170	0.1192	0.8170	0.9039
No log	1.3014	272	0.7336	0.2340	0.7336	0.8565
No log	1.3110	274	0.6997	0.3691	0.6997	0.8365
No log	1.3206	276	0.6916	0.5000	0.6916	0.8316
No log	1.3301	278	0.7202	0.5249	0.7202	0.8486
No log	1.3397	280	0.7536	0.4510	0.7536	0.8681
No log	1.3493	282	0.7715	0.3575	0.7715	0.8784
No log	1.3589	284	0.7736	0.4758	0.7736	0.8796
No log	1.3684	286	0.7870	0.3475	0.7870	0.8871
No log	1.3780	288	0.8339	0.1714	0.8339	0.9132
No log	1.3876	290	0.8718	0.1355	0.8718	0.9337
No log	1.3971	292	0.8693	0.1355	0.8693	0.9323
No log	1.4067	294	0.8528	0.1714	0.8528	0.9234
No log	1.4163	296	0.8758	0.2097	0.8758	0.9359
No log	1.4258	298	0.9977	0.1003	0.9977	0.9989
No log	1.4354	300	1.0840	0.1003	1.0840	1.0412
No log	1.4450	302	1.0245	0.1003	1.0245	1.0122
No log	1.4545	304	0.8691	0.1642	0.8691	0.9323
No log	1.4641	306	0.7494	0.2678	0.7494	0.8657
No log	1.4737	308	0.7178	0.4522	0.7178	0.8473
No log	1.4833	310	0.7082	0.4758	0.7082	0.8416
No log	1.4928	312	0.6920	0.4758	0.6920	0.8319
No log	1.5024	314	0.6635	0.4522	0.6635	0.8146
No log	1.5120	316	0.6737	0.3636	0.6737	0.8208
No log	1.5215	318	0.7170	0.2057	0.7170	0.8467
No log	1.5311	320	0.7201	0.2057	0.7201	0.8486
No log	1.5407	322	0.7365	0.1806	0.7365	0.8582
No log	1.5502	324	0.7738	0.1192	0.7738	0.8797
No log	1.5598	326	0.7127	0.3072	0.7127	0.8442
No log	1.5694	328	0.6635	0.3849	0.6635	0.8146
No log	1.5789	330	0.6415	0.4522	0.6415	0.8009
No log	1.5885	332	0.6584	0.5505	0.6584	0.8114
No log	1.5981	334	0.6936	0.4465	0.6936	0.8328
No log	1.6077	336	0.6825	0.4220	0.6825	0.8261
No log	1.6172	338	0.6756	0.4375	0.6756	0.8219
No log	1.6268	340	0.6966	0.3099	0.6966	0.8346
No log	1.6364	342	0.8274	0.3364	0.8274	0.9096
No log	1.6459	344	1.0031	0.24	1.0031	1.0015
No log	1.6555	346	1.0984	0.1676	1.0984	1.0481
No log	1.6651	348	1.0282	0.24	1.0282	1.0140
No log	1.6746	350	0.8476	0.2936	0.8476	0.9207
No log	1.6842	352	0.7593	0.3844	0.7593	0.8714
No log	1.6938	354	0.7008	0.2950	0.7008	0.8371
No log	1.7033	356	0.7190	0.2941	0.7190	0.8479
No log	1.7129	358	0.7395	0.3348	0.7395	0.8599
No log	1.7225	360	0.7256	0.3348	0.7256	0.8518
No log	1.7321	362	0.7022	0.4375	0.7022	0.8380
No log	1.7416	364	0.6603	0.3524	0.6603	0.8126
No log	1.7512	366	0.6101	0.4400	0.6101	0.7811
No log	1.7608	368	0.6246	0.3778	0.6246	0.7903
No log	1.7703	370	0.6482	0.4013	0.6482	0.8051
No log	1.7799	372	0.7102	0.3226	0.7102	0.8428
No log	1.7895	374	0.7247	0.3226	0.7247	0.8513
No log	1.7990	376	0.7071	0.3388	0.7071	0.8409
No log	1.8086	378	0.6250	0.3778	0.6250	0.7906
No log	1.8182	380	0.5924	0.4400	0.5924	0.7696
No log	1.8278	382	0.6004	0.4893	0.6004	0.7749
No log	1.8373	384	0.6219	0.4167	0.6219	0.7886
No log	1.8469	386	0.6454	0.4167	0.6454	0.8034
No log	1.8565	388	0.6723	0.3778	0.6723	0.8200
No log	1.8660	390	0.7381	0.2724	0.7381	0.8591
No log	1.8756	392	0.7892	0.1404	0.7892	0.8884
No log	1.8852	394	0.7869	0.1404	0.7869	0.8871
No log	1.8947	396	0.7639	0.2724	0.7639	0.8740
No log	1.9043	398	0.7029	0.3077	0.7029	0.8384
No log	1.9139	400	0.6683	0.3083	0.6683	0.8175
No log	1.9234	402	0.6450	0.4167	0.6450	0.8031
No log	1.9330	404	0.6228	0.3756	0.6228	0.7892
No log	1.9426	406	0.6163	0.4251	0.6163	0.7850
No log	1.9522	408	0.6099	0.4510	0.6099	0.7810
No log	1.9617	410	0.5960	0.4510	0.5960	0.7720
No log	1.9713	412	0.5812	0.4251	0.5812	0.7624
No log	1.9809	414	0.5741	0.5000	0.5741	0.7577
No log	1.9904	416	0.5623	0.4615	0.5623	0.7499
No log	2.0	418	0.5736	0.3778	0.5736	0.7574
No log	2.0096	420	0.6267	0.3778	0.6267	0.7916
No log	2.0191	422	0.7013	0.3226	0.7013	0.8374
No log	2.0287	424	0.7999	0.2939	0.7999	0.8944
No log	2.0383	426	0.9404	0.2344	0.9404	0.9698
No log	2.0478	428	1.0539	0.2030	1.0539	1.0266
No log	2.0574	430	1.2431	0.1853	1.2431	1.1150
No log	2.0670	432	1.2916	0.1853	1.2916	1.1365
No log	2.0766	434	1.1961	0.1853	1.1961	1.0937
No log	2.0861	436	1.0506	0.1860	1.0506	1.0250
No log	2.0957	438	0.9294	0.2054	0.9294	0.9640
No log	2.1053	440	0.8088	0.1404	0.8088	0.8993
No log	2.1148	442	0.7176	0.2097	0.7176	0.8471
No log	2.1244	444	0.6635	0.3849	0.6635	0.8145
No log	2.1340	446	0.6319	0.3849	0.6319	0.7949
No log	2.1435	448	0.5943	0.4068	0.5943	0.7709
No log	2.1531	450	0.5851	0.4068	0.5851	0.7649
No log	2.1627	452	0.5890	0.3849	0.5890	0.7675
No log	2.1722	454	0.6044	0.3849	0.6044	0.7774
No log	2.1818	456	0.6356	0.3590	0.6356	0.7972
No log	2.1914	458	0.6642	0.3844	0.6642	0.8150
No log	2.2010	460	0.7030	0.3677	0.7030	0.8385
No log	2.2105	462	0.7043	0.3844	0.7043	0.8392
No log	2.2201	464	0.6570	0.3844	0.6570	0.8105
No log	2.2297	466	0.6580	0.4013	0.6580	0.8112
No log	2.2392	468	0.6444	0.3592	0.6444	0.8027
No log	2.2488	470	0.6272	0.3957	0.6272	0.7919
No log	2.2584	472	0.6269	0.5882	0.6269	0.7918
No log	2.2679	474	0.6383	0.5505	0.6383	0.7990
No log	2.2775	476	0.6546	0.5532	0.6546	0.8091
No log	2.2871	478	0.6590	0.5532	0.6590	0.8118
No log	2.2967	480	0.6584	0.4784	0.6584	0.8114
No log	2.3062	482	0.6634	0.4270	0.6634	0.8145
No log	2.3158	484	0.6967	0.4270	0.6967	0.8347
No log	2.3254	486	0.7936	0.3676	0.7936	0.8908
No log	2.3349	488	0.8427	0.3226	0.8427	0.9180
No log	2.3445	490	0.7974	0.3787	0.7974	0.8930
No log	2.3541	492	0.6965	0.4832	0.6965	0.8346
No log	2.3636	494	0.6589	0.4542	0.6589	0.8117
No log	2.3732	496	0.6649	0.5532	0.6649	0.8154
No log	2.3828	498	0.6981	0.4717	0.6981	0.8355
0.8216	2.3923	500	0.7164	0.4717	0.7164	0.8464
0.8216	2.4019	502	0.6875	0.4465	0.6875	0.8292
0.8216	2.4115	504	0.6659	0.5249	0.6659	0.8160
0.8216	2.4211	506	0.6567	0.3524	0.6567	0.8104
0.8216	2.4306	508	0.6788	0.2915	0.6788	0.8239
0.8216	2.4402	510	0.6969	0.3280	0.6969	0.8348
0.8216	2.4498	512	0.6910	0.3280	0.6910	0.8313
0.8216	2.4593	514	0.6769	0.3304	0.6769	0.8228
0.8216	2.4689	516	0.6846	0.3304	0.6846	0.8274
0.8216	2.4785	518	0.7014	0.3304	0.7014	0.8375
0.8216	2.4880	520	0.7063	0.3691	0.7063	0.8404
0.8216	2.4976	522	0.7078	0.3446	0.7078	0.8413
0.8216	2.5072	524	0.6942	0.3415	0.6942	0.8332
0.8216	2.5167	526	0.6686	0.3099	0.6686	0.8177
0.8216	2.5263	528	0.6373	0.3099	0.6373	0.7983
0.8216	2.5359	530	0.6123	0.2950	0.6123	0.7825
0.8216	2.5455	532	0.5962	0.4913	0.5962	0.7722
0.8216	2.5550	534	0.6100	0.5	0.6100	0.7810
0.8216	2.5646	536	0.6266	0.5221	0.6266	0.7916
0.8216	2.5742	538	0.6386	0.5221	0.6386	0.7991
0.8216	2.5837	540	0.6627	0.5172	0.6627	0.8140
0.8216	2.5933	542	0.6523	0.5172	0.6523	0.8076
0.8216	2.6029	544	0.6415	0.5172	0.6415	0.8009
0.8216	2.6124	546	0.6344	0.5172	0.6344	0.7965
0.8216	2.6220	548	0.6223	0.5172	0.6223	0.7889
0.8216	2.6316	550	0.6007	0.5221	0.6007	0.7750
0.8216	2.6411	552	0.5789	0.4235	0.5789	0.7609
0.8216	2.6507	554	0.5844	0.4574	0.5844	0.7644
0.8216	2.6603	556	0.5892	0.4145	0.5892	0.7676
0.8216	2.6699	558	0.5888	0.4145	0.5888	0.7674
0.8216	2.6794	560	0.5911	0.4235	0.5911	0.7688
0.8216	2.6890	562	0.6229	0.5172	0.6229	0.7892
0.8216	2.6986	564	0.6384	0.5767	0.6384	0.7990
0.8216	2.7081	566	0.6157	0.4758	0.6157	0.7847
0.8216	2.7177	568	0.6197	0.3482	0.6197	0.7872
0.8216	2.7273	570	0.6498	0.3083	0.6498	0.8061
0.8216	2.7368	572	0.7047	0.3241	0.7047	0.8394
0.8216	2.7464	574	0.7598	0.2594	0.7598	0.8717
0.8216	2.7560	576	0.8084	0.1959	0.8084	0.8991
0.8216	2.7656	578	0.8175	0.1959	0.8175	0.9041
0.8216	2.7751	580	0.7789	0.1959	0.7789	0.8826
0.8216	2.7847	582	0.7528	0.2594	0.7528	0.8677
0.8216	2.7943	584	0.7901	0.1959	0.7901	0.8888
0.8216	2.8038	586	0.7703	0.2594	0.7703	0.8777
0.8216	2.8134	588	0.7201	0.2927	0.7201	0.8486
0.8216	2.8230	590	0.6720	0.4167	0.6720	0.8197
0.8216	2.8325	592	0.6719	0.4368	0.6719	0.8197
0.8216	2.8421	594	0.6869	0.5294	0.6869	0.8288
0.8216	2.8517	596	0.6905	0.5294	0.6905	0.8309
0.8216	2.8612	598	0.6746	0.5294	0.6746	0.8214
0.8216	2.8708	600	0.6526	0.4574	0.6526	0.8078
0.8216	2.8804	602	0.6494	0.4167	0.6494	0.8058
0.8216	2.8900	604	0.6647	0.3241	0.6647	0.8153
0.8216	2.8995	606	0.7281	0.1959	0.7281	0.8533
0.8216	2.9091	608	0.7579	0.1959	0.7579	0.8706
0.8216	2.9187	610	0.7170	0.1959	0.7170	0.8467
0.8216	2.9282	612	0.6839	0.3241	0.6839	0.8270
0.8216	2.9378	614	0.6512	0.4049	0.6512	0.8070
0.8216	2.9474	616	0.6295	0.4262	0.6295	0.7934
0.8216	2.9569	618	0.6247	0.4262	0.6247	0.7904
0.8216	2.9665	620	0.6215	0.5116	0.6215	0.7883
0.8216	2.9761	622	0.6234	0.4655	0.6234	0.7896
0.8216	2.9856	624	0.6266	0.4655	0.6266	0.7916
0.8216	2.9952	626	0.6371	0.4655	0.6371	0.7982
0.8216	3.0048	628	0.6475	0.3593	0.6475	0.8047
0.8216	3.0144	630	0.6428	0.3593	0.6428	0.8017
0.8216	3.0239	632	0.6445	0.4460	0.6445	0.8028
0.8216	3.0335	634	0.6360	0.4460	0.6360	0.7975
0.8216	3.0431	636	0.6202	0.4655	0.6202	0.7875
0.8216	3.0526	638	0.6054	0.4655	0.6054	0.7781
0.8216	3.0622	640	0.5972	0.5333	0.5972	0.7728
0.8216	3.0718	642	0.6019	0.5333	0.6019	0.7758
0.8216	3.0813	644	0.5963	0.5333	0.5963	0.7722
0.8216	3.0909	646	0.5796	0.5116	0.5796	0.7613
0.8216	3.1005	648	0.5924	0.5205	0.5924	0.7697
0.8216	3.1100	650	0.6151	0.4651	0.6151	0.7843
0.8216	3.1196	652	0.6419	0.4013	0.6419	0.8012
0.8216	3.1292	654	0.6298	0.3844	0.6298	0.7936
0.8216	3.1388	656	0.5875	0.4964	0.5875	0.7665
0.8216	3.1483	658	0.5720	0.4655	0.5720	0.7563
0.8216	3.1579	660	0.5650	0.5116	0.5650	0.7517
0.8216	3.1675	662	0.5784	0.4706	0.5784	0.7605
0.8216	3.1770	664	0.6053	0.5172	0.6053	0.7780
0.8216	3.1866	666	0.6128	0.4936	0.6128	0.7828
0.8216	3.1962	668	0.6022	0.5294	0.6022	0.7760
0.8216	3.2057	670	0.5980	0.5062	0.5980	0.7733
0.8216	3.2153	672	0.5980	0.5062	0.5980	0.7733
0.8216	3.2249	674	0.6053	0.4655	0.6053	0.7780
0.8216	3.2344	676	0.5999	0.4655	0.5999	0.7745
0.8216	3.2440	678	0.5939	0.3957	0.5939	0.7707
0.8216	3.2536	680	0.5896	0.3957	0.5896	0.7678
0.8216	3.2632	682	0.5754	0.4655	0.5754	0.7585
0.8216	3.2727	684	0.5667	0.4655	0.5667	0.7528
0.8216	3.2823	686	0.5664	0.4542	0.5664	0.7526
0.8216	3.2919	688	0.5780	0.4542	0.5780	0.7603
0.8216	3.3014	690	0.5821	0.4542	0.5821	0.7630
0.8216	3.3110	692	0.5965	0.4542	0.5965	0.7723
0.8216	3.3206	694	0.6018	0.4542	0.6018	0.7757
0.8216	3.3301	696	0.6039	0.4542	0.6039	0.7771
0.8216	3.3397	698	0.6027	0.4542	0.6027	0.7763
0.8216	3.3493	700	0.6101	0.4542	0.6101	0.7811
0.8216	3.3589	702	0.6164	0.4362	0.6164	0.7851
0.8216	3.3684	704	0.6139	0.4362	0.6139	0.7835
0.8216	3.3780	706	0.6039	0.4362	0.6039	0.7771
0.8216	3.3876	708	0.5894	0.4697	0.5894	0.7677
0.8216	3.3971	710	0.5955	0.4706	0.5955	0.7717
0.8216	3.4067	712	0.6056	0.4706	0.6056	0.7782
0.8216	3.4163	714	0.6105	0.4706	0.6105	0.7814
0.8216	3.4258	716	0.6161	0.4706	0.6161	0.7849
0.8216	3.4354	718	0.6216	0.4936	0.6216	0.7884
0.8216	3.4450	720	0.6209	0.4936	0.6209	0.7880
0.8216	3.4545	722	0.6189	0.4706	0.6189	0.7867
0.8216	3.4641	724	0.6170	0.4338	0.6170	0.7855
0.8216	3.4737	726	0.6139	0.4338	0.6139	0.7835
0.8216	3.4833	728	0.6103	0.4338	0.6103	0.7812
0.8216	3.4928	730	0.6055	0.4706	0.6055	0.7782
0.8216	3.5024	732	0.6011	0.4338	0.6011	0.7753
0.8216	3.5120	734	0.6116	0.4338	0.6116	0.7821
0.8216	3.5215	736	0.6296	0.3772	0.6296	0.7935
0.8216	3.5311	738	0.6443	0.3415	0.6443	0.8027
0.8216	3.5407	740	0.6399	0.3415	0.6399	0.8000
0.8216	3.5502	742	0.6217	0.4655	0.6217	0.7885
0.8216	3.5598	744	0.6146	0.4655	0.6146	0.7840
0.8216	3.5694	746	0.6041	0.4338	0.6041	0.7772
0.8216	3.5789	748	0.6048	0.4936	0.6048	0.7777
0.8216	3.5885	750	0.6071	0.4936	0.6071	0.7792
0.8216	3.5981	752	0.6058	0.4936	0.6058	0.7783
0.8216	3.6077	754	0.5932	0.4936	0.5932	0.7702
0.8216	3.6172	756	0.5852	0.4936	0.5852	0.7650
0.8216	3.6268	758	0.5966	0.3970	0.5966	0.7724
0.8216	3.6364	760	0.6374	0.3415	0.6374	0.7984
0.8216	3.6459	762	0.7034	0.2620	0.7034	0.8387
0.8216	3.6555	764	0.7718	0.2468	0.7718	0.8785
0.8216	3.6651	766	0.7455	0.2468	0.7455	0.8634
0.8216	3.6746	768	0.6771	0.2759	0.6771	0.8228
0.8216	3.6842	770	0.6242	0.4085	0.6242	0.7900
0.8216	3.6938	772	0.6124	0.4235	0.6124	0.7825
0.8216	3.7033	774	0.6557	0.4936	0.6557	0.8098
0.8216	3.7129	776	0.6817	0.4936	0.6817	0.8256
0.8216	3.7225	778	0.6612	0.4936	0.6612	0.8131
0.8216	3.7321	780	0.6310	0.4936	0.6310	0.7943
0.8216	3.7416	782	0.6119	0.4235	0.6119	0.7823
0.8216	3.7512	784	0.6176	0.4655	0.6176	0.7859
0.8216	3.7608	786	0.6553	0.3415	0.6553	0.8095
0.8216	3.7703	788	0.6734	0.3415	0.6734	0.8206
0.8216	3.7799	790	0.6553	0.4085	0.6553	0.8095
0.8216	3.7895	792	0.6380	0.4655	0.6380	0.7988
0.8216	3.7990	794	0.6359	0.4655	0.6359	0.7974
0.8216	3.8086	796	0.6328	0.4655	0.6328	0.7955
0.8216	3.8182	798	0.6400	0.4444	0.6400	0.8000
0.8216	3.8278	800	0.6420	0.4936	0.6420	0.8012
0.8216	3.8373	802	0.6309	0.4444	0.6309	0.7943
0.8216	3.8469	804	0.6198	0.4655	0.6198	0.7873
0.8216	3.8565	806	0.6263	0.4270	0.6263	0.7914
0.8216	3.8660	808	0.6360	0.4085	0.6360	0.7975
0.8216	3.8756	810	0.6561	0.3415	0.6561	0.8100
0.8216	3.8852	812	0.6758	0.3415	0.6758	0.8221
0.8216	3.8947	814	0.6951	0.3415	0.6951	0.8337
0.8216	3.9043	816	0.6878	0.2759	0.6878	0.8294
0.8216	3.9139	818	0.6625	0.3415	0.6625	0.8140
0.8216	3.9234	820	0.6327	0.3415	0.6327	0.7954
0.8216	3.9330	822	0.6126	0.3415	0.6126	0.7827
0.8216	3.9426	824	0.6091	0.4085	0.6091	0.7805
0.8216	3.9522	826	0.6166	0.3415	0.6166	0.7853
0.8216	3.9617	828	0.6252	0.3415	0.6252	0.7907
0.8216	3.9713	830	0.6253	0.3415	0.6253	0.7907
0.8216	3.9809	832	0.6102	0.3415	0.6102	0.7811
0.8216	3.9904	834	0.5966	0.4964	0.5966	0.7724
0.8216	4.0	836	0.6027	0.4535	0.6027	0.7764
0.8216	4.0096	838	0.6247	0.4535	0.6247	0.7903
0.8216	4.0191	840	0.6518	0.4659	0.6518	0.8074
0.8216	4.0287	842	0.6446	0.4659	0.6446	0.8029
0.8216	4.0383	844	0.6099	0.4535	0.6099	0.7810
0.8216	4.0478	846	0.5985	0.4769	0.5985	0.7736
0.8216	4.0574	848	0.6272	0.3415	0.6272	0.7919
0.8216	4.0670	850	0.6469	0.4013	0.6469	0.8043
0.8216	4.0766	852	0.6431	0.3415	0.6431	0.8019
0.8216	4.0861	854	0.6285	0.4085	0.6285	0.7928
0.8216	4.0957	856	0.6024	0.4769	0.6024	0.7762
0.8216	4.1053	858	0.5968	0.4769	0.5968	0.7725
0.8216	4.1148	860	0.5996	0.5116	0.5996	0.7744
0.8216	4.1244	862	0.6139	0.4706	0.6139	0.7835
0.8216	4.1340	864	0.6335	0.5172	0.6335	0.7959
0.8216	4.1435	866	0.6337	0.5172	0.6337	0.7960
0.8216	4.1531	868	0.6211	0.5172	0.6211	0.7881
0.8216	4.1627	870	0.6052	0.5116	0.6052	0.7780
0.8216	4.1722	872	0.6181	0.4769	0.6181	0.7862
0.8216	4.1818	874	0.6952	0.3241	0.6952	0.8338
0.8216	4.1914	876	0.7834	0.25	0.7834	0.8851
0.8216	4.2010	878	0.8233	0.2266	0.8233	0.9074
0.8216	4.2105	880	0.8188	0.2266	0.8188	0.9049
0.8216	4.2201	882	0.7607	0.3343	0.7607	0.8722
0.8216	4.2297	884	0.6848	0.3388	0.6848	0.8275
0.8216	4.2392	886	0.6181	0.4085	0.6181	0.7862
0.8216	4.2488	888	0.5906	0.4769	0.5906	0.7685
0.8216	4.2584	890	0.5906	0.4784	0.5906	0.7685
0.8216	4.2679	892	0.6166	0.5172	0.6166	0.7852
0.8216	4.2775	894	0.6308	0.5172	0.6308	0.7942
0.8216	4.2871	896	0.6101	0.5221	0.6101	0.7811
0.8216	4.2967	898	0.5926	0.5	0.5926	0.7698
0.8216	4.3062	900	0.5915	0.4784	0.5915	0.7691
0.8216	4.3158	902	0.5938	0.4655	0.5938	0.7706
0.8216	4.3254	904	0.5990	0.4655	0.5990	0.7740
0.8216	4.3349	906	0.6021	0.5441	0.6021	0.7760
0.8216	4.3445	908	0.6085	0.5441	0.6085	0.7801
0.8216	4.3541	910	0.6133	0.3970	0.6133	0.7831
0.8216	4.3636	912	0.6103	0.4697	0.6103	0.7812
0.8216	4.3732	914	0.6042	0.5116	0.6042	0.7773
0.8216	4.3828	916	0.6043	0.4706	0.6043	0.7774
0.8216	4.3923	918	0.6076	0.4936	0.6076	0.7795
0.8216	4.4019	920	0.6083	0.4936	0.6083	0.7800
0.8216	4.4115	922	0.6141	0.4936	0.6141	0.7836
0.8216	4.4211	924	0.6249	0.4936	0.6249	0.7905
0.8216	4.4306	926	0.6297	0.5116	0.6297	0.7935
0.8216	4.4402	928	0.6358	0.5116	0.6358	0.7974
0.8216	4.4498	930	0.6431	0.5116	0.6431	0.8020
0.8216	4.4593	932	0.6497	0.5116	0.6497	0.8060
0.8216	4.4689	934	0.6425	0.5116	0.6425	0.8016
0.8216	4.4785	936	0.6350	0.5116	0.6350	0.7969
0.8216	4.4880	938	0.6212	0.5116	0.6212	0.7881
0.8216	4.4976	940	0.6117	0.5116	0.6117	0.7821
0.8216	4.5072	942	0.6054	0.5116	0.6054	0.7781
0.8216	4.5167	944	0.6027	0.5116	0.6027	0.7764
0.8216	4.5263	946	0.6001	0.4904	0.6001	0.7747
0.8216	4.5359	948	0.5961	0.4494	0.5961	0.7721
0.8216	4.5455	950	0.5902	0.4494	0.5902	0.7682
0.8216	4.5550	952	0.5815	0.5227	0.5815	0.7626
0.8216	4.5646	954	0.5751	0.5116	0.5751	0.7584
0.8216	4.5742	956	0.5744	0.5441	0.5744	0.7579
0.8216	4.5837	958	0.5757	0.5227	0.5757	0.7587
0.8216	4.5933	960	0.5790	0.4494	0.5790	0.7609
0.8216	4.6029	962	0.5870	0.3778	0.5870	0.7662
0.8216	4.6124	964	0.5836	0.4494	0.5836	0.7639
0.8216	4.6220	966	0.5695	0.5182	0.5695	0.7547
0.8216	4.6316	968	0.5677	0.5182	0.5677	0.7535
0.8216	4.6411	970	0.5700	0.5182	0.5700	0.7550
0.8216	4.6507	972	0.5678	0.5739	0.5678	0.7535
0.8216	4.6603	974	0.5663	0.5991	0.5663	0.7526
0.8216	4.6699	976	0.5666	0.5991	0.5666	0.7528
0.8216	4.6794	978	0.5671	0.5991	0.5671	0.7530
0.8216	4.6890	980	0.5694	0.5991	0.5694	0.7546
0.8216	4.6986	982	0.5744	0.4292	0.5744	0.7579
0.8216	4.7081	984	0.5812	0.384	0.5812	0.7624
0.8216	4.7177	986	0.5829	0.3970	0.5829	0.7635
0.8216	4.7273	988	0.5856	0.3970	0.5856	0.7652
0.8216	4.7368	990	0.5879	0.3970	0.5879	0.7668
0.8216	4.7464	992	0.5838	0.3970	0.5838	0.7641
0.8216	4.7560	994	0.5816	0.4697	0.5816	0.7627
0.8216	4.7656	996	0.5790	0.4697	0.5790	0.7609
0.8216	4.7751	998	0.5794	0.4784	0.5794	0.7612
0.5521	4.7847	1000	0.5933	0.5	0.5933	0.7703
0.5521	4.7943	1002	0.6332	0.4936	0.6332	0.7957
0.5521	4.8038	1004	0.6603	0.5172	0.6603	0.8126
0.5521	4.8134	1006	0.6621	0.5172	0.6621	0.8137
0.5521	4.8230	1008	0.6460	0.5172	0.6460	0.8037
0.5521	4.8325	1010	0.6112	0.5	0.6112	0.7818
0.5521	4.8421	1012	0.5942	0.4031	0.5942	0.7709
0.5521	4.8517	1014	0.5822	0.4031	0.5822	0.7630
0.5521	4.8612	1016	0.5745	0.4832	0.5745	0.7579
0.5521	4.8708	1018	0.5759	0.4832	0.5759	0.7589
0.5521	4.8804	1020	0.5692	0.4832	0.5692	0.7545
0.5521	4.8900	1022	0.5570	0.4542	0.5570	0.7463
0.5521	4.8995	1024	0.5686	0.5	0.5686	0.7541
0.5521	4.9091	1026	0.5768	0.5	0.5768	0.7595
0.5521	4.9187	1028	0.5742	0.5	0.5742	0.7577
0.5521	4.9282	1030	0.5775	0.5	0.5775	0.7599
0.5521	4.9378	1032	0.5719	0.5	0.5719	0.7563
0.5521	4.9474	1034	0.5487	0.5	0.5487	0.7407
0.5521	4.9569	1036	0.5420	0.4784	0.5420	0.7362
0.5521	4.9665	1038	0.5478	0.5	0.5478	0.7401
0.5521	4.9761	1040	0.5544	0.5	0.5544	0.7446
0.5521	4.9856	1042	0.5523	0.5	0.5523	0.7432
0.5521	4.9952	1044	0.5367	0.4368	0.5367	0.7326
0.5521	5.0048	1046	0.5278	0.4368	0.5278	0.7265
0.5521	5.0144	1048	0.5245	0.4368	0.5245	0.7242
0.5521	5.0239	1050	0.5207	0.4368	0.5207	0.7216
0.5521	5.0335	1052	0.5169	0.4697	0.5169	0.7190
0.5521	5.0431	1054	0.5158	0.4697	0.5158	0.7182
0.5521	5.0526	1056	0.5162	0.5267	0.5162	0.7184
0.5521	5.0622	1058	0.5221	0.4651	0.5221	0.7226
0.5521	5.0718	1060	0.5492	0.4984	0.5492	0.7411
0.5521	5.0813	1062	0.5610	0.4984	0.5610	0.7490
0.5521	5.0909	1064	0.5539	0.5157	0.5539	0.7443
0.5521	5.1005	1066	0.5436	0.5157	0.5436	0.7373
0.5521	5.1100	1068	0.5223	0.5157	0.5223	0.7227
0.5521	5.1196	1070	0.5099	0.4270	0.5099	0.7141
0.5521	5.1292	1072	0.5110	0.4145	0.5110	0.7149
0.5521	5.1388	1074	0.5171	0.4853	0.5171	0.7191
0.5521	5.1483	1076	0.5264	0.4853	0.5264	0.7255
0.5521	5.1579	1078	0.5274	0.5398	0.5274	0.7262
0.5521	5.1675	1080	0.5233	0.5398	0.5233	0.7234
0.5521	5.1770	1082	0.5187	0.4853	0.5187	0.7202
0.5521	5.1866	1084	0.5215	0.4853	0.5215	0.7221
0.5521	5.1962	1086	0.5179	0.4853	0.5179	0.7197
0.5521	5.2057	1088	0.5073	0.5333	0.5073	0.7123
0.5521	5.2153	1090	0.4899	0.4853	0.4899	0.6999
0.5521	5.2249	1092	0.4811	0.5685	0.4811	0.6936
0.5521	5.2344	1094	0.4948	0.4651	0.4948	0.7034
0.5521	5.2440	1096	0.5219	0.4651	0.5219	0.7224
0.5521	5.2536	1098	0.5235	0.4984	0.5235	0.7236
0.5521	5.2632	1100	0.5043	0.4651	0.5043	0.7101
0.5521	5.2727	1102	0.4828	0.4494	0.4828	0.6948
0.5521	5.2823	1104	0.4747	0.4615	0.4747	0.6890
0.5521	5.2919	1106	0.4753	0.4836	0.4753	0.6894
0.5521	5.3014	1108	0.4891	0.5294	0.4891	0.6994
0.5521	5.3110	1110	0.5044	0.4936	0.5044	0.7102
0.5521	5.3206	1112	0.5064	0.5294	0.5064	0.7116
0.5521	5.3301	1114	0.5031	0.4836	0.5031	0.7093
0.5521	5.3397	1116	0.5106	0.4400	0.5106	0.7146
0.5521	5.3493	1118	0.5372	0.3902	0.5372	0.7329
0.5521	5.3589	1120	0.5588	0.3902	0.5588	0.7475
0.5521	5.3684	1122	0.5905	0.4474	0.5905	0.7684
0.5521	5.3780	1124	0.6001	0.4474	0.6001	0.7747
0.5521	5.3876	1126	0.5922	0.4474	0.5922	0.7695
0.5521	5.3971	1128	0.5739	0.3902	0.5739	0.7576
0.5521	5.4067	1130	0.5565	0.4085	0.5565	0.7460
0.5521	5.4163	1132	0.5565	0.4270	0.5565	0.7460
0.5521	5.4258	1134	0.5618	0.4270	0.5618	0.7495
0.5521	5.4354	1136	0.5678	0.4085	0.5678	0.7535
0.5521	5.4450	1138	0.5730	0.4085	0.5730	0.7570
0.5521	5.4545	1140	0.5733	0.4085	0.5733	0.7572
0.5521	5.4641	1142	0.5797	0.4085	0.5797	0.7614
0.5521	5.4737	1144	0.5785	0.3772	0.5785	0.7606
0.5521	5.4833	1146	0.5727	0.4655	0.5727	0.7568
0.5521	5.4928	1148	0.5786	0.4655	0.5786	0.7607
0.5521	5.5024	1150	0.5908	0.5556	0.5908	0.7686
0.5521	5.5120	1152	0.6004	0.5556	0.6004	0.7749
0.5521	5.5215	1154	0.6110	0.5556	0.6110	0.7817
0.5521	5.5311	1156	0.6171	0.5556	0.6171	0.7855
0.5521	5.5407	1158	0.6181	0.5116	0.6181	0.7862
0.5521	5.5502	1160	0.6165	0.5116	0.6165	0.7852
0.5521	5.5598	1162	0.6027	0.5116	0.6027	0.7763
0.5521	5.5694	1164	0.5811	0.5116	0.5811	0.7623
0.5521	5.5789	1166	0.5630	0.5062	0.5630	0.7503
0.5521	5.5885	1168	0.5858	0.5532	0.5858	0.7654
0.5521	5.5981	1170	0.6190	0.6147	0.6190	0.7867
0.5521	5.6077	1172	0.6203	0.6147	0.6203	0.7876
0.5521	5.6172	1174	0.5834	0.5532	0.5834	0.7638
0.5521	5.6268	1176	0.5517	0.5532	0.5517	0.7428
0.5521	5.6364	1178	0.5349	0.5116	0.5349	0.7313
0.5521	5.6459	1180	0.5351	0.5116	0.5351	0.7315
0.5521	5.6555	1182	0.5374	0.5333	0.5374	0.7331
0.5521	5.6651	1184	0.5442	0.5333	0.5442	0.7377
0.5521	5.6746	1186	0.5423	0.5333	0.5423	0.7364
0.5521	5.6842	1188	0.5361	0.5116	0.5361	0.7322
0.5521	5.6938	1190	0.5350	0.5116	0.5350	0.7315
0.5521	5.7033	1192	0.5368	0.5116	0.5368	0.7326
0.5521	5.7129	1194	0.5406	0.4904	0.5406	0.7353
0.5521	5.7225	1196	0.5454	0.4904	0.5454	0.7385
0.5521	5.7321	1198	0.5440	0.4904	0.5440	0.7376
0.5521	5.7416	1200	0.5417	0.4904	0.5417	0.7360
0.5521	5.7512	1202	0.5527	0.5333	0.5527	0.7435
0.5521	5.7608	1204	0.5772	0.5556	0.5772	0.7597
0.5521	5.7703	1206	0.5883	0.5556	0.5883	0.7670
0.5521	5.7799	1208	0.5895	0.5556	0.5895	0.7678
0.5521	5.7895	1210	0.5739	0.5556	0.5739	0.7576
0.5521	5.7990	1212	0.5548	0.5333	0.5548	0.7448
0.5521	5.8086	1214	0.5512	0.5116	0.5512	0.7424
0.5521	5.8182	1216	0.5517	0.5116	0.5517	0.7427
0.5521	5.8278	1218	0.5556	0.5116	0.5556	0.7454
0.5521	5.8373	1220	0.5643	0.5294	0.5643	0.7512
0.5521	5.8469	1222	0.5704	0.5294	0.5704	0.7553
0.5521	5.8565	1224	0.5707	0.5294	0.5707	0.7555
0.5521	5.8660	1226	0.5666	0.5333	0.5666	0.7528
0.5521	5.8756	1228	0.5652	0.5116	0.5652	0.7518
0.5521	5.8852	1230	0.5636	0.5116	0.5636	0.7508
0.5521	5.8947	1232	0.5621	0.5116	0.5621	0.7497
0.5521	5.9043	1234	0.5630	0.5333	0.5630	0.7503
0.5521	5.9139	1236	0.5654	0.5294	0.5654	0.7519
0.5521	5.9234	1238	0.5696	0.5294	0.5696	0.7547
0.5521	5.9330	1240	0.5747	0.5294	0.5747	0.7581
0.5521	5.9426	1242	0.5726	0.5294	0.5726	0.7567
0.5521	5.9522	1244	0.5667	0.5294	0.5667	0.7528
0.5521	5.9617	1246	0.5611	0.4262	0.5611	0.7491
0.5521	5.9713	1248	0.5580	0.4262	0.5580	0.7470
0.5521	5.9809	1250	0.5547	0.4262	0.5547	0.7448
0.5521	5.9904	1252	0.5493	0.5070	0.5493	0.7412
0.5521	6.0	1254	0.5495	0.5070	0.5495	0.7413
0.5521	6.0096	1256	0.5474	0.4651	0.5474	0.7398
0.5521	6.0191	1258	0.5381	0.5070	0.5381	0.7336
0.5521	6.0287	1260	0.5293	0.5070	0.5293	0.7275
0.5521	6.0383	1262	0.5192	0.5765	0.5192	0.7206
0.5521	6.0478	1264	0.5166	0.5765	0.5166	0.7187
0.5521	6.0574	1266	0.5137	0.5765	0.5137	0.7167
0.5521	6.0670	1268	0.5115	0.5673	0.5115	0.7152
0.5521	6.0766	1270	0.5106	0.5673	0.5106	0.7146
0.5521	6.0861	1272	0.5110	0.5468	0.5110	0.7149
0.5521	6.0957	1274	0.5166	0.5070	0.5166	0.7187
0.5521	6.1053	1276	0.5183	0.5070	0.5183	0.7199
0.5521	6.1148	1278	0.5144	0.5673	0.5144	0.7172
0.5521	6.1244	1280	0.5170	0.5673	0.5170	0.7190
0.5521	6.1340	1282	0.5256	0.5556	0.5256	0.7250
0.5521	6.1435	1284	0.5318	0.5172	0.5318	0.7293
0.5521	6.1531	1286	0.5441	0.5172	0.5441	0.7377
0.5521	6.1627	1288	0.5574	0.5172	0.5574	0.7466
0.5521	6.1722	1290	0.5580	0.5172	0.5580	0.7470
0.5521	6.1818	1292	0.5415	0.5172	0.5415	0.7359
0.5521	6.1914	1294	0.5198	0.5556	0.5198	0.7210
0.5521	6.2010	1296	0.5061	0.5116	0.5061	0.7114
0.5521	6.2105	1298	0.5038	0.5070	0.5038	0.7098
0.5521	6.2201	1300	0.5138	0.5070	0.5138	0.7168
0.5521	6.2297	1302	0.5229	0.5395	0.5229	0.7231
0.5521	6.2392	1304	0.5253	0.5395	0.5253	0.7248
0.5521	6.2488	1306	0.5196	0.5395	0.5196	0.7209
0.5521	6.2584	1308	0.5161	0.5395	0.5161	0.7184
0.5521	6.2679	1310	0.5112	0.5395	0.5112	0.7150
0.5521	6.2775	1312	0.4997	0.5772	0.4997	0.7069
0.5521	6.2871	1314	0.4954	0.5368	0.4954	0.7038
0.5521	6.2967	1316	0.5049	0.5556	0.5049	0.7106
0.5521	6.3062	1318	0.5153	0.5221	0.5153	0.7178
0.5521	6.3158	1320	0.5199	0.5221	0.5199	0.7210
0.5521	6.3254	1322	0.5137	0.5221	0.5137	0.7167
0.5521	6.3349	1324	0.5033	0.5368	0.5033	0.7094
0.5521	6.3445	1326	0.4943	0.5368	0.4943	0.7031
0.5521	6.3541	1328	0.4894	0.4964	0.4894	0.6995
0.5521	6.3636	1330	0.4921	0.5772	0.4921	0.7015
0.5521	6.3732	1332	0.4939	0.5772	0.4939	0.7028
0.5521	6.3828	1334	0.4946	0.5772	0.4946	0.7033
0.5521	6.3923	1336	0.4965	0.4964	0.4965	0.7046
0.5521	6.4019	1338	0.5047	0.5164	0.5047	0.7104
0.5521	6.4115	1340	0.5112	0.4784	0.5112	0.7150
0.5521	6.4211	1342	0.5133	0.4784	0.5133	0.7165
0.5521	6.4306	1344	0.5102	0.4574	0.5102	0.7143
0.5521	6.4402	1346	0.5120	0.5333	0.5120	0.7156
0.5521	6.4498	1348	0.5128	0.5333	0.5128	0.7161
0.5521	6.4593	1350	0.5027	0.5333	0.5027	0.7090
0.5521	6.4689	1352	0.4919	0.5673	0.4919	0.7013
0.5521	6.4785	1354	0.4867	0.5673	0.4867	0.6976
0.5521	6.4880	1356	0.4819	0.5673	0.4819	0.6942
0.5521	6.4976	1358	0.4781	0.5673	0.4781	0.6915
0.5521	6.5072	1360	0.4758	0.5673	0.4758	0.6898
0.5521	6.5167	1362	0.4729	0.5673	0.4729	0.6877
0.5521	6.5263	1364	0.4704	0.5673	0.4704	0.6859
0.5521	6.5359	1366	0.4688	0.5116	0.4688	0.6847
0.5521	6.5455	1368	0.4672	0.5116	0.4672	0.6835
0.5521	6.5550	1370	0.4653	0.5116	0.4653	0.6821
0.5521	6.5646	1372	0.4636	0.5116	0.4636	0.6809
0.5521	6.5742	1374	0.4677	0.5556	0.4677	0.6839
0.5521	6.5837	1376	0.4796	0.5172	0.4796	0.6925
0.5521	6.5933	1378	0.4837	0.5172	0.4837	0.6955
0.5521	6.6029	1380	0.4751	0.5172	0.4751	0.6893
0.5521	6.6124	1382	0.4606	0.5556	0.4606	0.6787
0.5521	6.6220	1384	0.4506	0.5116	0.4506	0.6713
0.5521	6.6316	1386	0.4496	0.6441	0.4496	0.6705
0.5521	6.6411	1388	0.4513	0.6441	0.4513	0.6718
0.5521	6.6507	1390	0.4524	0.5772	0.4524	0.6726
0.5521	6.6603	1392	0.4506	0.6441	0.4506	0.6712
0.5521	6.6699	1394	0.4522	0.5441	0.4522	0.6725
0.5521	6.6794	1396	0.4574	0.5116	0.4574	0.6763
0.5521	6.6890	1398	0.4607	0.4706	0.4607	0.6787
0.5521	6.6986	1400	0.4658	0.4706	0.4658	0.6825
0.5521	6.7081	1402	0.4699	0.4784	0.4699	0.6855
0.5521	6.7177	1404	0.4734	0.4784	0.4734	0.6880
0.5521	6.7273	1406	0.4732	0.4784	0.4732	0.6879
0.5521	6.7368	1408	0.4738	0.5116	0.4738	0.6883
0.5521	6.7464	1410	0.4749	0.5772	0.4749	0.6891
0.5521	6.7560	1412	0.4759	0.5772	0.4759	0.6899
0.5521	6.7656	1414	0.4784	0.5116	0.4784	0.6917
0.5521	6.7751	1416	0.4829	0.4784	0.4829	0.6949
0.5521	6.7847	1418	0.4919	0.4784	0.4919	0.7013
0.5521	6.7943	1420	0.5020	0.5	0.5020	0.7085
0.5521	6.8038	1422	0.5031	0.4784	0.5031	0.7093
0.5521	6.8134	1424	0.5003	0.4784	0.5003	0.7073
0.5521	6.8230	1426	0.5021	0.4697	0.5021	0.7086
0.5521	6.8325	1428	0.5073	0.4270	0.5073	0.7122
0.5521	6.8421	1430	0.5107	0.4697	0.5107	0.7146
0.5521	6.8517	1432	0.5083	0.4697	0.5083	0.7129
0.5521	6.8612	1434	0.5092	0.4368	0.5092	0.7136
0.5521	6.8708	1436	0.5133	0.5062	0.5133	0.7165
0.5521	6.8804	1438	0.5185	0.4706	0.5185	0.7201
0.5521	6.8900	1440	0.5212	0.4706	0.5212	0.7219
0.5521	6.8995	1442	0.5162	0.5062	0.5162	0.7185
0.5521	6.9091	1444	0.5125	0.5062	0.5125	0.7159
0.5521	6.9187	1446	0.5078	0.5062	0.5078	0.7126
0.5521	6.9282	1448	0.5080	0.5062	0.5080	0.7127
0.5521	6.9378	1450	0.5100	0.5062	0.5100	0.7141
0.5521	6.9474	1452	0.5163	0.5062	0.5163	0.7185
0.5521	6.9569	1454	0.5198	0.5062	0.5198	0.7210
0.5521	6.9665	1456	0.5199	0.5062	0.5199	0.7210
0.5521	6.9761	1458	0.5199	0.5062	0.5199	0.7210
0.5521	6.9856	1460	0.5235	0.5062	0.5235	0.7235
0.5521	6.9952	1462	0.5222	0.5062	0.5222	0.7226
0.5521	7.0048	1464	0.5182	0.5062	0.5182	0.7199
0.5521	7.0144	1466	0.5135	0.5062	0.5135	0.7166
0.5521	7.0239	1468	0.5107	0.5062	0.5107	0.7146
0.5521	7.0335	1470	0.5079	0.5062	0.5079	0.7127
0.5521	7.0431	1472	0.5052	0.5062	0.5052	0.7108
0.5521	7.0526	1474	0.5022	0.5062	0.5022	0.7087
0.5521	7.0622	1476	0.5012	0.5062	0.5012	0.7079
0.5521	7.0718	1478	0.4993	0.5062	0.4993	0.7066
0.5521	7.0813	1480	0.4963	0.5062	0.4963	0.7045
0.5521	7.0909	1482	0.4923	0.5062	0.4923	0.7017
0.5521	7.1005	1484	0.4902	0.5062	0.4902	0.7002
0.5521	7.1100	1486	0.4921	0.5062	0.4921	0.7015
0.5521	7.1196	1488	0.4972	0.5062	0.4972	0.7051
0.5521	7.1292	1490	0.5031	0.5062	0.5031	0.7093
0.5521	7.1388	1492	0.5072	0.5062	0.5072	0.7122
0.5521	7.1483	1494	0.5092	0.5062	0.5092	0.7136
0.5521	7.1579	1496	0.5109	0.5062	0.5109	0.7148
0.5521	7.1675	1498	0.5107	0.5062	0.5107	0.7146
0.4031	7.1770	1500	0.5102	0.5062	0.5102	0.7143
0.4031	7.1866	1502	0.5116	0.5062	0.5116	0.7153
0.4031	7.1962	1504	0.5186	0.4936	0.5186	0.7202
0.4031	7.2057	1506	0.5300	0.5172	0.5300	0.7280
0.4031	7.2153	1508	0.5348	0.5172	0.5348	0.7313
0.4031	7.2249	1510	0.5407	0.5172	0.5407	0.7353
0.4031	7.2344	1512	0.5402	0.5172	0.5402	0.7350
0.4031	7.2440	1514	0.5293	0.5172	0.5293	0.7275
0.4031	7.2536	1516	0.5099	0.5172	0.5099	0.7141
0.4031	7.2632	1518	0.4933	0.5116	0.4933	0.7023
0.4031	7.2727	1520	0.4907	0.5971	0.4907	0.7005
0.4031	7.2823	1522	0.4907	0.5267	0.4907	0.7005
0.4031	7.2919	1524	0.4943	0.5772	0.4943	0.7031
0.4031	7.3014	1526	0.4975	0.5772	0.4975	0.7054
0.4031	7.3110	1528	0.4942	0.5772	0.4942	0.7030
0.4031	7.3206	1530	0.4870	0.5772	0.4870	0.6979
0.4031	7.3301	1532	0.4814	0.5673	0.4814	0.6938
0.4031	7.3397	1534	0.4803	0.5116	0.4803	0.6930
0.4031	7.3493	1536	0.4828	0.5172	0.4828	0.6948
0.4031	7.3589	1538	0.4887	0.5172	0.4887	0.6990
0.4031	7.3684	1540	0.5056	0.5172	0.5056	0.7110
0.4031	7.3780	1542	0.5138	0.5172	0.5138	0.7168
0.4031	7.3876	1544	0.5083	0.5172	0.5083	0.7130
0.4031	7.3971	1546	0.4934	0.5172	0.4934	0.7024
0.4031	7.4067	1548	0.4800	0.5789	0.4800	0.6928
0.4031	7.4163	1550	0.4718	0.6097	0.4718	0.6869
0.4031	7.4258	1552	0.4695	0.6097	0.4695	0.6852
0.4031	7.4354	1554	0.4713	0.6441	0.4713	0.6865
0.4031	7.4450	1556	0.4757	0.5772	0.4757	0.6897
0.4031	7.4545	1558	0.4797	0.5772	0.4797	0.6926
0.4031	7.4641	1560	0.4829	0.5772	0.4829	0.6949
0.4031	7.4737	1562	0.4812	0.5772	0.4812	0.6937
0.4031	7.4833	1564	0.4799	0.5267	0.4799	0.6927
0.4031	7.4928	1566	0.4812	0.5267	0.4812	0.6937
0.4031	7.5024	1568	0.4817	0.5971	0.4817	0.6940
0.4031	7.5120	1570	0.4817	0.5267	0.4817	0.6940
0.4031	7.5215	1572	0.4831	0.5772	0.4831	0.6951
0.4031	7.5311	1574	0.4899	0.5772	0.4899	0.7000
0.4031	7.5407	1576	0.4958	0.5581	0.4958	0.7041
0.4031	7.5502	1578	0.5018	0.5581	0.5018	0.7084
0.4031	7.5598	1580	0.5019	0.5581	0.5019	0.7084
0.4031	7.5694	1582	0.4999	0.5581	0.4999	0.7071
0.4031	7.5789	1584	0.4962	0.5581	0.4962	0.7044
0.4031	7.5885	1586	0.4912	0.5581	0.4912	0.7008
0.4031	7.5981	1588	0.4870	0.5772	0.4870	0.6978
0.4031	7.6077	1590	0.4831	0.4697	0.4831	0.6951
0.4031	7.6172	1592	0.4834	0.4697	0.4834	0.6952
0.4031	7.6268	1594	0.4849	0.4615	0.4849	0.6964
0.4031	7.6364	1596	0.4854	0.4836	0.4854	0.6967
0.4031	7.6459	1598	0.4859	0.4481	0.4859	0.6971
0.4031	7.6555	1600	0.4856	0.4836	0.4856	0.6969
0.4031	7.6651	1602	0.4843	0.4615	0.4843	0.6959
0.4031	7.6746	1604	0.4837	0.4697	0.4837	0.6955
0.4031	7.6842	1606	0.4859	0.4697	0.4859	0.6970
0.4031	7.6938	1608	0.4844	0.4697	0.4844	0.6960
0.4031	7.7033	1610	0.4836	0.4904	0.4836	0.6954
0.4031	7.7129	1612	0.4818	0.4904	0.4818	0.6941
0.4031	7.7225	1614	0.4788	0.4697	0.4788	0.6920
0.4031	7.7321	1616	0.4776	0.4697	0.4776	0.6911
0.4031	7.7416	1618	0.4761	0.4697	0.4761	0.6900
0.4031	7.7512	1620	0.4753	0.5441	0.4753	0.6894
0.4031	7.7608	1622	0.4736	0.5441	0.4736	0.6882
0.4031	7.7703	1624	0.4736	0.5441	0.4736	0.6882
0.4031	7.7799	1626	0.4737	0.6182	0.4737	0.6883
0.4031	7.7895	1628	0.4736	0.6182	0.4736	0.6882
0.4031	7.7990	1630	0.4754	0.6182	0.4754	0.6895
0.4031	7.8086	1632	0.4790	0.5556	0.4790	0.6921
0.4031	7.8182	1634	0.4842	0.5556	0.4842	0.6958
0.4031	7.8278	1636	0.4859	0.5556	0.4859	0.6971
0.4031	7.8373	1638	0.4830	0.5556	0.4830	0.6950
0.4031	7.8469	1640	0.4777	0.5556	0.4777	0.6912
0.4031	7.8565	1642	0.4726	0.5659	0.4726	0.6875
0.4031	7.8660	1644	0.4686	0.6182	0.4686	0.6846
0.4031	7.8756	1646	0.4664	0.6441	0.4664	0.6829
0.4031	7.8852	1648	0.4671	0.6441	0.4671	0.6835
0.4031	7.8947	1650	0.4688	0.5971	0.4688	0.6847
0.4031	7.9043	1652	0.4704	0.5441	0.4704	0.6858
0.4031	7.9139	1654	0.4742	0.5659	0.4742	0.6887
0.4031	7.9234	1656	0.4771	0.5659	0.4771	0.6907
0.4031	7.9330	1658	0.4797	0.5659	0.4797	0.6926
0.4031	7.9426	1660	0.4798	0.5659	0.4798	0.6927
0.4031	7.9522	1662	0.4769	0.5659	0.4769	0.6906
0.4031	7.9617	1664	0.4743	0.5659	0.4743	0.6887
0.4031	7.9713	1666	0.4741	0.5659	0.4741	0.6886
0.4031	7.9809	1668	0.4751	0.5659	0.4751	0.6893
0.4031	7.9904	1670	0.4783	0.5659	0.4783	0.6916
0.4031	8.0	1672	0.4858	0.5221	0.4858	0.6970
0.4031	8.0096	1674	0.5020	0.5172	0.5020	0.7085
0.4031	8.0191	1676	0.5187	0.5172	0.5187	0.7202
0.4031	8.0287	1678	0.5275	0.5172	0.5275	0.7263
0.4031	8.0383	1680	0.5269	0.5172	0.5269	0.7259
0.4031	8.0478	1682	0.5150	0.5172	0.5150	0.7176
0.4031	8.0574	1684	0.5043	0.5172	0.5043	0.7101
0.4031	8.0670	1686	0.4988	0.5172	0.4988	0.7063
0.4031	8.0766	1688	0.4957	0.4936	0.4957	0.7041
0.4031	8.0861	1690	0.4940	0.5294	0.4940	0.7029
0.4031	8.0957	1692	0.4951	0.4936	0.4951	0.7037
0.4031	8.1053	1694	0.4983	0.5172	0.4983	0.7059
0.4031	8.1148	1696	0.4993	0.5172	0.4993	0.7066
0.4031	8.1244	1698	0.4997	0.5172	0.4997	0.7069
0.4031	8.1340	1700	0.4983	0.5116	0.4983	0.7059
0.4031	8.1435	1702	0.4960	0.5468	0.4960	0.7043
0.4031	8.1531	1704	0.4956	0.5267	0.4956	0.7040
0.4031	8.1627	1706	0.4963	0.5227	0.4963	0.7045
0.4031	8.1722	1708	0.4953	0.5267	0.4953	0.7038
0.4031	8.1818	1710	0.4946	0.5267	0.4946	0.7033
0.4031	8.1914	1712	0.4932	0.5267	0.4932	0.7023
0.4031	8.2010	1714	0.4934	0.5267	0.4934	0.7024
0.4031	8.2105	1716	0.4949	0.5267	0.4949	0.7035
0.4031	8.2201	1718	0.4960	0.5227	0.4960	0.7043
0.4031	8.2297	1720	0.4997	0.4904	0.4997	0.7069
0.4031	8.2392	1722	0.5015	0.4574	0.5015	0.7082
0.4031	8.2488	1724	0.5033	0.4574	0.5033	0.7094
0.4031	8.2584	1726	0.5045	0.5227	0.5045	0.7103
0.4031	8.2679	1728	0.5058	0.5227	0.5058	0.7112
0.4031	8.2775	1730	0.5069	0.5227	0.5069	0.7119
0.4031	8.2871	1732	0.5078	0.5227	0.5078	0.7126
0.4031	8.2967	1734	0.5103	0.5227	0.5103	0.7144
0.4031	8.3062	1736	0.5128	0.5227	0.5128	0.7161
0.4031	8.3158	1738	0.5134	0.4615	0.5134	0.7165
0.4031	8.3254	1740	0.5138	0.4615	0.5138	0.7168
0.4031	8.3349	1742	0.5135	0.4615	0.5135	0.7166
0.4031	8.3445	1744	0.5127	0.4615	0.5127	0.7160
0.4031	8.3541	1746	0.5123	0.4615	0.5123	0.7157
0.4031	8.3636	1748	0.5130	0.4615	0.5130	0.7162
0.4031	8.3732	1750	0.5141	0.5227	0.5141	0.7170
0.4031	8.3828	1752	0.5139	0.5227	0.5139	0.7169
0.4031	8.3923	1754	0.5134	0.5227	0.5134	0.7165
0.4031	8.4019	1756	0.5106	0.5227	0.5106	0.7146
0.4031	8.4115	1758	0.5084	0.5227	0.5084	0.7130
0.4031	8.4211	1760	0.5082	0.5227	0.5082	0.7129
0.4031	8.4306	1762	0.5073	0.5227	0.5073	0.7123
0.4031	8.4402	1764	0.5061	0.4904	0.5061	0.7114
0.4031	8.4498	1766	0.5065	0.4574	0.5065	0.7117
0.4031	8.4593	1768	0.5081	0.4574	0.5081	0.7128
0.4031	8.4689	1770	0.5113	0.4118	0.5113	0.7150
0.4031	8.4785	1772	0.5132	0.4118	0.5132	0.7164
0.4031	8.4880	1774	0.5154	0.4340	0.5154	0.7179
0.4031	8.4976	1776	0.5150	0.5172	0.5150	0.7176
0.4031	8.5072	1778	0.5138	0.5172	0.5138	0.7168
0.4031	8.5167	1780	0.5094	0.5172	0.5094	0.7137
0.4031	8.5263	1782	0.5032	0.5172	0.5032	0.7093
0.4031	8.5359	1784	0.4994	0.5172	0.4994	0.7067
0.4031	8.5455	1786	0.4964	0.5556	0.4964	0.7046
0.4031	8.5550	1788	0.4959	0.5556	0.4959	0.7042
0.4031	8.5646	1790	0.4944	0.4784	0.4944	0.7031
0.4031	8.5742	1792	0.4944	0.4574	0.4944	0.7032
0.4031	8.5837	1794	0.4955	0.4574	0.4955	0.7039
0.4031	8.5933	1796	0.4958	0.4904	0.4958	0.7041
0.4031	8.6029	1798	0.4961	0.4904	0.4961	0.7043
0.4031	8.6124	1800	0.4967	0.4904	0.4967	0.7048
0.4031	8.6220	1802	0.4982	0.3900	0.4982	0.7059
0.4031	8.6316	1804	0.5004	0.3900	0.5004	0.7074
0.4031	8.6411	1806	0.5040	0.4118	0.5040	0.7100
0.4031	8.6507	1808	0.5064	0.4118	0.5064	0.7116
0.4031	8.6603	1810	0.5092	0.4936	0.5092	0.7136
0.4031	8.6699	1812	0.5119	0.5172	0.5119	0.7155
0.4031	8.6794	1814	0.5135	0.5172	0.5135	0.7166
0.4031	8.6890	1816	0.5149	0.5172	0.5149	0.7176
0.4031	8.6986	1818	0.5151	0.5172	0.5151	0.7177
0.4031	8.7081	1820	0.5132	0.5172	0.5132	0.7164
0.4031	8.7177	1822	0.5114	0.5172	0.5114	0.7151
0.4031	8.7273	1824	0.5090	0.5172	0.5090	0.7134
0.4031	8.7368	1826	0.5052	0.5172	0.5052	0.7108
0.4031	8.7464	1828	0.5007	0.5172	0.5007	0.7076
0.4031	8.7560	1830	0.4953	0.5172	0.4953	0.7038
0.4031	8.7656	1832	0.4917	0.5172	0.4917	0.7012
0.4031	8.7751	1834	0.4900	0.5172	0.4900	0.7000
0.4031	8.7847	1836	0.4899	0.5172	0.4899	0.6999
0.4031	8.7943	1838	0.4894	0.5172	0.4894	0.6996
0.4031	8.8038	1840	0.4897	0.5172	0.4897	0.6998
0.4031	8.8134	1842	0.4884	0.4936	0.4884	0.6989
0.4031	8.8230	1844	0.4884	0.4936	0.4884	0.6988
0.4031	8.8325	1846	0.4897	0.4936	0.4897	0.6998
0.4031	8.8421	1848	0.4925	0.5172	0.4925	0.7018
0.4031	8.8517	1850	0.4967	0.5172	0.4967	0.7048
0.4031	8.8612	1852	0.5013	0.5172	0.5013	0.7080
0.4031	8.8708	1854	0.5034	0.5172	0.5034	0.7095
0.4031	8.8804	1856	0.5036	0.5172	0.5036	0.7096
0.4031	8.8900	1858	0.5030	0.5172	0.5030	0.7092
0.4031	8.8995	1860	0.5052	0.5172	0.5052	0.7108
0.4031	8.9091	1862	0.5093	0.5172	0.5093	0.7137
0.4031	8.9187	1864	0.5133	0.5172	0.5133	0.7165
0.4031	8.9282	1866	0.5168	0.5172	0.5168	0.7189
0.4031	8.9378	1868	0.5182	0.5172	0.5182	0.7199
0.4031	8.9474	1870	0.5195	0.5172	0.5195	0.7207
0.4031	8.9569	1872	0.5182	0.5172	0.5182	0.7199
0.4031	8.9665	1874	0.5153	0.5172	0.5153	0.7178
0.4031	8.9761	1876	0.5130	0.5172	0.5130	0.7162
0.4031	8.9856	1878	0.5116	0.5172	0.5116	0.7152
0.4031	8.9952	1880	0.5121	0.5172	0.5121	0.7156
0.4031	9.0048	1882	0.5105	0.5172	0.5105	0.7145
0.4031	9.0144	1884	0.5067	0.5172	0.5067	0.7118
0.4031	9.0239	1886	0.5051	0.5172	0.5051	0.7107
0.4031	9.0335	1888	0.5040	0.5172	0.5040	0.7099
0.4031	9.0431	1890	0.5047	0.5172	0.5047	0.7104
0.4031	9.0526	1892	0.5060	0.5172	0.5060	0.7113
0.4031	9.0622	1894	0.5079	0.5172	0.5079	0.7127
0.4031	9.0718	1896	0.5104	0.5172	0.5104	0.7144
0.4031	9.0813	1898	0.5124	0.5172	0.5124	0.7158
0.4031	9.0909	1900	0.5127	0.5172	0.5127	0.7161
0.4031	9.1005	1902	0.5113	0.5172	0.5113	0.7151
0.4031	9.1100	1904	0.5102	0.5172	0.5102	0.7143
0.4031	9.1196	1906	0.5089	0.5172	0.5089	0.7133
0.4031	9.1292	1908	0.5068	0.5172	0.5068	0.7119
0.4031	9.1388	1910	0.5054	0.5172	0.5054	0.7109
0.4031	9.1483	1912	0.5039	0.5172	0.5039	0.7099
0.4031	9.1579	1914	0.5016	0.5172	0.5016	0.7083
0.4031	9.1675	1916	0.5005	0.5172	0.5005	0.7074
0.4031	9.1770	1918	0.5000	0.4936	0.5000	0.7071
0.4031	9.1866	1920	0.4992	0.4936	0.4992	0.7065
0.4031	9.1962	1922	0.4983	0.4936	0.4983	0.7059
0.4031	9.2057	1924	0.4969	0.4706	0.4969	0.7049
0.4031	9.2153	1926	0.4954	0.4706	0.4954	0.7038
0.4031	9.2249	1928	0.4949	0.4706	0.4949	0.7035
0.4031	9.2344	1930	0.4953	0.4706	0.4953	0.7038
0.4031	9.2440	1932	0.4961	0.4706	0.4961	0.7044
0.4031	9.2536	1934	0.4969	0.4706	0.4969	0.7049
0.4031	9.2632	1936	0.4987	0.4706	0.4987	0.7062
0.4031	9.2727	1938	0.5011	0.4936	0.5011	0.7079
0.4031	9.2823	1940	0.5020	0.4936	0.5020	0.7085
0.4031	9.2919	1942	0.5028	0.4936	0.5028	0.7091
0.4031	9.3014	1944	0.5029	0.4706	0.5029	0.7091
0.4031	9.3110	1946	0.5029	0.4706	0.5029	0.7091
0.4031	9.3206	1948	0.5038	0.4936	0.5038	0.7098
0.4031	9.3301	1950	0.5038	0.4936	0.5038	0.7098
0.4031	9.3397	1952	0.5045	0.4936	0.5045	0.7103
0.4031	9.3493	1954	0.5058	0.4936	0.5058	0.7112
0.4031	9.3589	1956	0.5052	0.4936	0.5052	0.7108
0.4031	9.3684	1958	0.5033	0.4936	0.5033	0.7094
0.4031	9.3780	1960	0.5010	0.4706	0.5010	0.7078
0.4031	9.3876	1962	0.4984	0.4706	0.4984	0.7060
0.4031	9.3971	1964	0.4965	0.4706	0.4965	0.7047
0.4031	9.4067	1966	0.4941	0.4706	0.4941	0.7029
0.4031	9.4163	1968	0.4921	0.4706	0.4921	0.7015
0.4031	9.4258	1970	0.4913	0.4706	0.4913	0.7009
0.4031	9.4354	1972	0.4902	0.4706	0.4902	0.7001
0.4031	9.4450	1974	0.4893	0.4706	0.4893	0.6995
0.4031	9.4545	1976	0.4887	0.4706	0.4887	0.6991
0.4031	9.4641	1978	0.4879	0.4706	0.4879	0.6985
0.4031	9.4737	1980	0.4873	0.4706	0.4873	0.6981
0.4031	9.4833	1982	0.4874	0.4706	0.4874	0.6982
0.4031	9.4928	1984	0.4878	0.4706	0.4878	0.6984
0.4031	9.5024	1986	0.4884	0.4706	0.4884	0.6989
0.4031	9.5120	1988	0.4887	0.4706	0.4887	0.6991
0.4031	9.5215	1990	0.4891	0.4706	0.4891	0.6994
0.4031	9.5311	1992	0.4894	0.4706	0.4894	0.6996
0.4031	9.5407	1994	0.4894	0.4706	0.4894	0.6996
0.4031	9.5502	1996	0.4901	0.4706	0.4901	0.7001
0.4031	9.5598	1998	0.4911	0.4706	0.4911	0.7008
0.313	9.5694	2000	0.4925	0.4706	0.4925	0.7018
0.313	9.5789	2002	0.4933	0.4706	0.4933	0.7024
0.313	9.5885	2004	0.4945	0.4706	0.4945	0.7032
0.313	9.5981	2006	0.4953	0.4706	0.4953	0.7038
0.313	9.6077	2008	0.4955	0.4706	0.4955	0.7039
0.313	9.6172	2010	0.4955	0.4706	0.4955	0.7039
0.313	9.6268	2012	0.4959	0.4706	0.4959	0.7042
0.313	9.6364	2014	0.4963	0.4706	0.4963	0.7045
0.313	9.6459	2016	0.4962	0.4706	0.4962	0.7044
0.313	9.6555	2018	0.4957	0.4706	0.4957	0.7041
0.313	9.6651	2020	0.4951	0.4706	0.4951	0.7037
0.313	9.6746	2022	0.4939	0.4706	0.4939	0.7028
0.313	9.6842	2024	0.4933	0.4706	0.4933	0.7024
0.313	9.6938	2026	0.4928	0.4706	0.4928	0.7020
0.313	9.7033	2028	0.4924	0.4936	0.4924	0.7017
0.313	9.7129	2030	0.4923	0.4936	0.4923	0.7017
0.313	9.7225	2032	0.4925	0.4936	0.4925	0.7018
0.313	9.7321	2034	0.4922	0.4936	0.4922	0.7016
0.313	9.7416	2036	0.4918	0.4936	0.4918	0.7013
0.313	9.7512	2038	0.4912	0.4936	0.4912	0.7009
0.313	9.7608	2040	0.4911	0.4706	0.4911	0.7008
0.313	9.7703	2042	0.4916	0.4706	0.4916	0.7011
0.313	9.7799	2044	0.4922	0.4936	0.4922	0.7016
0.313	9.7895	2046	0.4926	0.4936	0.4926	0.7019
0.313	9.7990	2048	0.4929	0.4936	0.4929	0.7021
0.313	9.8086	2050	0.4931	0.4706	0.4931	0.7022
0.313	9.8182	2052	0.4930	0.4706	0.4930	0.7021
0.313	9.8278	2054	0.4927	0.4706	0.4927	0.7019
0.313	9.8373	2056	0.4928	0.4706	0.4928	0.7020
0.313	9.8469	2058	0.4932	0.4706	0.4932	0.7023
0.313	9.8565	2060	0.4936	0.4936	0.4936	0.7026
0.313	9.8660	2062	0.4938	0.4936	0.4938	0.7027
0.313	9.8756	2064	0.4942	0.4936	0.4942	0.7030
0.313	9.8852	2066	0.4946	0.4936	0.4946	0.7033
0.313	9.8947	2068	0.4952	0.4936	0.4952	0.7037
0.313	9.9043	2070	0.4956	0.4936	0.4956	0.7040
0.313	9.9139	2072	0.4958	0.4936	0.4958	0.7041
0.313	9.9234	2074	0.4958	0.4936	0.4958	0.7041
0.313	9.9330	2076	0.4957	0.4936	0.4957	0.7040
0.313	9.9426	2078	0.4955	0.4936	0.4955	0.7039
0.313	9.9522	2080	0.4955	0.4936	0.4955	0.7039
0.313	9.9617	2082	0.4955	0.4936	0.4955	0.7039
0.313	9.9713	2084	0.4954	0.4936	0.4954	0.7039
0.313	9.9809	2086	0.4954	0.4936	0.4954	0.7038
0.313	9.9904	2088	0.4954	0.4936	0.4954	0.7038
0.313	10.0	2090	0.4953	0.4936	0.4953	0.7038

Framework versions

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