Arabic_FineTuningAraBERT_AugV0_k60_task2_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV0_k60_task2_organization_fold0

Arabic_FineTuningAraBERT_AugV0_k60_task2_organization_fold0 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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2.7 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 19, 2024
Updated: Nov 19, 2024
SHA: 75a810bc

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV0_k60_task2_organization_fold0

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

Loss: 0.6645
Qwk: 0.1141
Mse: 0.6645
Rmse: 0.8152

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	0.0088	2	3.3918	-0.0103	3.3918	1.8417
No log	0.0175	4	2.0870	-0.0500	2.0870	1.4447
No log	0.0263	6	0.9876	0.0	0.9876	0.9938
No log	0.0351	8	0.7444	0.0735	0.7444	0.8628
No log	0.0439	10	0.8635	-0.0418	0.8635	0.9292
No log	0.0526	12	0.8323	0.0	0.8323	0.9123
No log	0.0614	14	0.7106	-0.0153	0.7106	0.8430
No log	0.0702	16	0.6815	0.3131	0.6815	0.8255
No log	0.0789	18	0.6743	0.2725	0.6743	0.8212
No log	0.0877	20	0.6898	0.0679	0.6898	0.8306
No log	0.0965	22	0.7015	0.0679	0.7015	0.8375
No log	0.1053	24	0.6985	0.0679	0.6985	0.8357
No log	0.1140	26	0.8178	-0.0418	0.8178	0.9043
No log	0.1228	28	0.8483	-0.0418	0.8483	0.9210
No log	0.1316	30	0.8505	-0.0418	0.8505	0.9222
No log	0.1404	32	0.9215	0.0	0.9215	0.9599
No log	0.1491	34	0.8615	0.0	0.8615	0.9282
No log	0.1579	36	0.7623	0.0099	0.7623	0.8731
No log	0.1667	38	0.7788	0.0099	0.7788	0.8825
No log	0.1754	40	0.7790	0.0099	0.7790	0.8826
No log	0.1842	42	0.7493	-0.0153	0.7493	0.8656
No log	0.1930	44	0.7276	-0.0553	0.7276	0.8530
No log	0.2018	46	0.7406	0.0	0.7406	0.8606
No log	0.2105	48	0.7975	0.0	0.7975	0.8930
No log	0.2193	50	0.8198	0.0	0.8198	0.9054
No log	0.2281	52	0.8235	0.0	0.8235	0.9075
No log	0.2368	54	0.7835	0.0	0.7835	0.8851
No log	0.2456	56	0.7198	0.0258	0.7198	0.8484
No log	0.2544	58	0.6871	0.0916	0.6871	0.8289
No log	0.2632	60	0.7014	0.0679	0.7014	0.8375
No log	0.2719	62	0.7049	0.0679	0.7049	0.8396
No log	0.2807	64	0.7107	0.0679	0.7107	0.8430
No log	0.2895	66	0.7590	0.0	0.7590	0.8712
No log	0.2982	68	0.8637	0.0	0.8637	0.9294
No log	0.3070	70	0.8428	0.0	0.8428	0.9181
No log	0.3158	72	0.7829	0.0	0.7829	0.8848
No log	0.3246	74	0.7741	0.1398	0.7741	0.8798
No log	0.3333	76	0.7342	0.1985	0.7342	0.8569
No log	0.3421	78	0.6950	0.1765	0.6950	0.8336
No log	0.3509	80	0.7296	0.0916	0.7296	0.8542
No log	0.3596	82	0.9013	0.1398	0.9013	0.9494
No log	0.3684	84	0.9572	0.1398	0.9572	0.9784
No log	0.3772	86	0.8275	0.0	0.8275	0.9097
No log	0.3860	88	0.7127	0.0258	0.7127	0.8442
No log	0.3947	90	0.6687	0.2373	0.6687	0.8177
No log	0.4035	92	0.6586	0.1765	0.6586	0.8115
No log	0.4123	94	0.6922	0.0	0.6922	0.8320
No log	0.4211	96	0.7458	0.0	0.7458	0.8636
No log	0.4298	98	0.7547	0.0	0.7547	0.8688
No log	0.4386	100	0.7292	0.0	0.7292	0.8539
No log	0.4474	102	0.6785	0.0	0.6785	0.8237
No log	0.4561	104	0.6335	0.0258	0.6335	0.7959
No log	0.4649	106	0.6344	0.0503	0.6344	0.7965
No log	0.4737	108	0.6604	0.0503	0.6604	0.8127
No log	0.4825	110	0.6922	0.1340	0.6922	0.8320
No log	0.4912	112	0.7712	0.0	0.7712	0.8782
No log	0.5	114	0.8882	0.0	0.8882	0.9424
No log	0.5088	116	0.9129	0.0	0.9129	0.9555
No log	0.5175	118	0.9506	0.0	0.9506	0.9750
No log	0.5263	120	0.8238	0.0	0.8238	0.9076
No log	0.5351	122	0.7619	0.0	0.7619	0.8729
No log	0.5439	124	0.7779	0.0	0.7779	0.8820
No log	0.5526	126	0.7605	0.0	0.7605	0.8721
No log	0.5614	128	0.7540	0.0	0.7540	0.8684
No log	0.5702	130	0.7655	0.0	0.7655	0.8749
No log	0.5789	132	0.7644	0.0	0.7644	0.8743
No log	0.5877	134	0.7444	-0.2663	0.7444	0.8628
No log	0.5965	136	0.7516	0.1560	0.7516	0.8670
No log	0.6053	138	0.7345	-0.0048	0.7345	0.8571
No log	0.6140	140	0.7066	0.1985	0.7066	0.8406
No log	0.6228	142	0.6901	0.1340	0.6901	0.8307
No log	0.6316	144	0.6700	0.1340	0.6700	0.8186
No log	0.6404	146	0.6513	0.1340	0.6513	0.8070
No log	0.6491	148	0.6282	0.1340	0.6282	0.7926
No log	0.6579	150	0.6041	0.1985	0.6041	0.7772
No log	0.6667	152	0.5721	0.2613	0.5721	0.7563
No log	0.6754	154	0.5876	0.1985	0.5876	0.7665
No log	0.6842	156	0.7051	0.0	0.7051	0.8397
No log	0.6930	158	0.7546	0.1398	0.7546	0.8687
No log	0.7018	160	0.7832	0.1398	0.7832	0.8850
No log	0.7105	162	0.7796	0.1398	0.7796	0.8830
No log	0.7193	164	0.6295	0.0679	0.6295	0.7934
No log	0.7281	166	0.5881	0.1340	0.5881	0.7669
No log	0.7368	168	0.5465	0.2184	0.5465	0.7393
No log	0.7456	170	0.5465	0.2553	0.5465	0.7392
No log	0.7544	172	0.5569	0.2553	0.5569	0.7462
No log	0.7632	174	0.5373	0.2373	0.5373	0.7330
No log	0.7719	176	0.5959	0.1340	0.5959	0.7719
No log	0.7807	178	0.6089	0.1340	0.6089	0.7803
No log	0.7895	180	0.5616	0.1558	0.5616	0.7494
No log	0.7982	182	0.5849	0.0916	0.5849	0.7648
No log	0.8070	184	0.5457	0.0916	0.5457	0.7387
No log	0.8158	186	0.5117	0.1141	0.5117	0.7153
No log	0.8246	188	0.5210	0.1558	0.5210	0.7218
No log	0.8333	190	0.5644	0.1340	0.5644	0.7513
No log	0.8421	192	0.6286	0.2588	0.6286	0.7928
No log	0.8509	194	0.7456	0.3687	0.7456	0.8635
No log	0.8596	196	0.8030	0.3731	0.8030	0.8961
No log	0.8684	198	0.8087	0.0	0.8087	0.8993
No log	0.8772	200	0.7018	0.0679	0.7018	0.8377
No log	0.8860	202	0.6187	0.1765	0.6187	0.7865
No log	0.8947	204	0.6440	0.1370	0.6440	0.8025
No log	0.9035	206	0.6807	0.1923	0.6807	0.8251
No log	0.9123	208	0.6638	0.1923	0.6638	0.8147
No log	0.9211	210	0.6240	0.2664	0.6240	0.7900
No log	0.9298	212	0.5742	0.5093	0.5742	0.7578
No log	0.9386	214	0.5384	0.5424	0.5384	0.7338
No log	0.9474	216	0.5601	0.0679	0.5601	0.7484
No log	0.9561	218	0.5758	0.1340	0.5758	0.7588
No log	0.9649	220	0.5350	0.2588	0.5350	0.7314
No log	0.9737	222	0.4765	0.3163	0.4765	0.6903
No log	0.9825	224	0.4734	0.2759	0.4734	0.6880
No log	0.9912	226	0.5306	0.3163	0.5306	0.7284
No log	1.0	228	0.6721	0.3687	0.6721	0.8198
No log	1.0088	230	0.7259	0.3687	0.7259	0.8520
No log	1.0175	232	0.6369	0.2588	0.6369	0.7980
No log	1.0263	234	0.5140	0.2794	0.5140	0.7169
No log	1.0351	236	0.4906	0.3546	0.4906	0.7004
No log	1.0439	238	0.4739	0.2967	0.4739	0.6884
No log	1.0526	240	0.5350	0.2364	0.5350	0.7314
No log	1.0614	242	0.5733	0.2364	0.5733	0.7572
No log	1.0702	244	0.5380	0.2364	0.5380	0.7335
No log	1.0789	246	0.4991	0.1765	0.4991	0.7065
No log	1.0877	248	0.5204	0.1141	0.5204	0.7214
No log	1.0965	250	0.5614	0.2759	0.5614	0.7493
No log	1.1053	252	0.5984	0.2588	0.5984	0.7736
No log	1.1140	254	0.5306	0.1141	0.5306	0.7284
No log	1.1228	256	0.4584	0.3390	0.4584	0.6771
No log	1.1316	258	0.4696	0.1765	0.4696	0.6853
No log	1.1404	260	0.5447	0.2186	0.5447	0.7380
No log	1.1491	262	0.5562	0.2186	0.5562	0.7458
No log	1.1579	264	0.4948	0.2184	0.4948	0.7034
No log	1.1667	266	0.4649	0.2553	0.4649	0.6818
No log	1.1754	268	0.4798	0.5312	0.4798	0.6927
No log	1.1842	270	0.4737	0.5205	0.4737	0.6883
No log	1.1930	272	0.4982	0.1356	0.4982	0.7059
No log	1.2018	274	0.5852	0.0916	0.5852	0.7650
No log	1.2105	276	0.6236	0.1340	0.6236	0.7897
No log	1.2193	278	0.6697	0.2588	0.6697	0.8184
No log	1.2281	280	0.6370	0.2588	0.6370	0.7981
No log	1.2368	282	0.5667	0.1141	0.5667	0.7528
No log	1.2456	284	0.5164	0.1765	0.5164	0.7186
No log	1.2544	286	0.5029	0.1765	0.5029	0.7092
No log	1.2632	288	0.4657	0.1765	0.4657	0.6824
No log	1.2719	290	0.4654	0.1765	0.4654	0.6822
No log	1.2807	292	0.5264	0.2921	0.5264	0.7255
No log	1.2895	294	0.5743	0.2364	0.5743	0.7578
No log	1.2982	296	0.6101	0.3396	0.6101	0.7811
No log	1.3070	298	0.6406	0.3771	0.6406	0.8004
No log	1.3158	300	0.5804	0.2364	0.5804	0.7618
No log	1.3246	302	0.4980	0.1765	0.4980	0.7057
No log	1.3333	304	0.4751	0.1962	0.4751	0.6893
No log	1.3421	306	0.4759	0.1765	0.4759	0.6899
No log	1.3509	308	0.5016	0.1765	0.5016	0.7083
No log	1.3596	310	0.5508	0.2759	0.5508	0.7422
No log	1.3684	312	0.5954	0.2759	0.5954	0.7716
No log	1.3772	314	0.5292	0.1141	0.5292	0.7275
No log	1.3860	316	0.5011	0.1141	0.5011	0.7079
No log	1.3947	318	0.4935	0.1141	0.4935	0.7025
No log	1.4035	320	0.4680	0.2967	0.4680	0.6841
No log	1.4123	322	0.4807	0.0735	0.4807	0.6933
No log	1.4211	324	0.5588	0.1141	0.5588	0.7475
No log	1.4298	326	0.6975	0.3636	0.6975	0.8352
No log	1.4386	328	0.7451	0.3636	0.7451	0.8632
No log	1.4474	330	0.7053	0.2588	0.7053	0.8398
No log	1.4561	332	0.6875	0.2588	0.6875	0.8291
No log	1.4649	334	0.7220	0.2588	0.7220	0.8497
No log	1.4737	336	0.7145	0.2588	0.7145	0.8453
No log	1.4825	338	0.6456	0.2588	0.6456	0.8035
No log	1.4912	340	0.5950	0.2186	0.5950	0.7713
No log	1.5	342	0.6139	0.2588	0.6139	0.7835
No log	1.5088	344	0.6941	0.2588	0.6941	0.8331
No log	1.5175	346	0.7188	0.2588	0.7188	0.8478
No log	1.5263	348	0.6810	0.2588	0.6810	0.8252
No log	1.5351	350	0.6070	0.2186	0.6070	0.7791
No log	1.5439	352	0.5309	0.1356	0.5309	0.7286
No log	1.5526	354	0.5197	0.1962	0.5197	0.7209
No log	1.5614	356	0.5282	0.1141	0.5282	0.7268
No log	1.5702	358	0.5483	0.1558	0.5483	0.7405
No log	1.5789	360	0.5529	0.1558	0.5529	0.7436
No log	1.5877	362	0.5738	0.0916	0.5738	0.7575
No log	1.5965	364	0.5456	0.1558	0.5456	0.7387
No log	1.6053	366	0.5219	0.2184	0.5219	0.7224
No log	1.6140	368	0.5144	0.1962	0.5144	0.7172
No log	1.6228	370	0.5187	0.1356	0.5187	0.7202
No log	1.6316	372	0.5468	0.2184	0.5468	0.7395
No log	1.6404	374	0.5898	0.1340	0.5898	0.7680
No log	1.6491	376	0.6038	0.1340	0.6038	0.7771
No log	1.6579	378	0.5975	0.1985	0.5975	0.7730
No log	1.6667	380	0.5655	0.1141	0.5655	0.7520
No log	1.6754	382	0.5376	0.1765	0.5376	0.7332
No log	1.6842	384	0.5355	0.1765	0.5355	0.7318
No log	1.6930	386	0.5724	0.1141	0.5724	0.7566
No log	1.7018	388	0.6970	0.4167	0.6970	0.8349
No log	1.7105	390	0.7944	0.3687	0.7944	0.8913
No log	1.7193	392	0.7742	0.3687	0.7742	0.8799
No log	1.7281	394	0.6701	0.4167	0.6701	0.8186
No log	1.7368	396	0.6424	0.2881	0.6424	0.8015
No log	1.7456	398	0.5842	0.1141	0.5842	0.7643
No log	1.7544	400	0.5341	0.1141	0.5341	0.7308
No log	1.7632	402	0.5436	0.1141	0.5436	0.7373
No log	1.7719	404	0.6228	0.1340	0.6228	0.7892
No log	1.7807	406	0.6798	0.1340	0.6798	0.8245
No log	1.7895	408	0.6460	0.1340	0.6460	0.8038
No log	1.7982	410	0.5670	0.0916	0.5670	0.7530
No log	1.8070	412	0.5103	0.1356	0.5103	0.7144
No log	1.8158	414	0.5036	0.3131	0.5036	0.7096
No log	1.8246	416	0.4967	0.3546	0.4967	0.7048
No log	1.8333	418	0.5096	0.1765	0.5096	0.7139
No log	1.8421	420	0.5674	0.1558	0.5674	0.7533
No log	1.8509	422	0.6493	0.1600	0.6493	0.8058
No log	1.8596	424	0.6705	0.2727	0.6705	0.8188
No log	1.8684	426	0.6316	0.2186	0.6316	0.7947
No log	1.8772	428	0.5715	0.2759	0.5715	0.7560
No log	1.8860	430	0.5231	0.1356	0.5231	0.7233
No log	1.8947	432	0.5092	0.1356	0.5092	0.7136
No log	1.9035	434	0.5476	0.2184	0.5476	0.7400
No log	1.9123	436	0.5890	0.1558	0.5890	0.7675
No log	1.9211	438	0.6241	0.1558	0.6241	0.7900
No log	1.9298	440	0.6500	0.1340	0.6500	0.8063
No log	1.9386	442	0.6101	0.1340	0.6101	0.7811
No log	1.9474	444	0.5507	0.1558	0.5507	0.7421
No log	1.9561	446	0.5392	0.1141	0.5392	0.7343
No log	1.9649	448	0.5502	0.1558	0.5502	0.7418
No log	1.9737	450	0.6033	0.0916	0.6033	0.7767
No log	1.9825	452	0.7246	0.1340	0.7246	0.8513
No log	1.9912	454	0.7549	0.0679	0.7549	0.8688
No log	2.0	456	0.6904	0.1600	0.6904	0.8309
No log	2.0088	458	0.6325	0.1600	0.6325	0.7953
No log	2.0175	460	0.6532	0.1600	0.6532	0.8082
No log	2.0263	462	0.6611	0.1600	0.6611	0.8131
No log	2.0351	464	0.6381	0.1340	0.6381	0.7988
No log	2.0439	466	0.6313	0.1340	0.6313	0.7945
No log	2.0526	468	0.6300	0.1340	0.6300	0.7937
No log	2.0614	470	0.6456	0.1340	0.6456	0.8035
No log	2.0702	472	0.6505	0.1600	0.6505	0.8065
No log	2.0789	474	0.6454	0.2727	0.6454	0.8033
No log	2.0877	476	0.6419	0.2727	0.6419	0.8012
No log	2.0965	478	0.6258	0.2727	0.6258	0.7911
No log	2.1053	480	0.6297	0.1600	0.6297	0.7935
No log	2.1140	482	0.6632	0.1000	0.6632	0.8144
No log	2.1228	484	0.7331	0.2188	0.7331	0.8562
No log	2.1316	486	0.7447	0.2188	0.7447	0.8630
No log	2.1404	488	0.6947	0.2188	0.6947	0.8335
No log	2.1491	490	0.5778	0.2881	0.5778	0.7601
No log	2.1579	492	0.5278	0.2921	0.5278	0.7265
No log	2.1667	494	0.5424	0.3029	0.5424	0.7365
No log	2.1754	496	0.6089	0.2881	0.6089	0.7803
No log	2.1842	498	0.6609	0.1209	0.6609	0.8130
0.2842	2.1930	500	0.7212	0.2727	0.7212	0.8492
0.2842	2.2018	502	0.6955	0.1340	0.6955	0.8340
0.2842	2.2105	504	0.6365	0.1558	0.6365	0.7978
0.2842	2.2193	506	0.6216	0.0916	0.6216	0.7884
0.2842	2.2281	508	0.6034	0.1558	0.6034	0.7768
0.2842	2.2368	510	0.5834	0.1558	0.5834	0.7638
0.2842	2.2456	512	0.5741	0.1558	0.5741	0.7577
0.2842	2.2544	514	0.5370	0.1765	0.5370	0.7328
0.2842	2.2632	516	0.5241	0.1765	0.5241	0.7240
0.2842	2.2719	518	0.5299	0.2184	0.5299	0.7279
0.2842	2.2807	520	0.5854	0.1558	0.5854	0.7651
0.2842	2.2895	522	0.6405	0.1340	0.6405	0.8003
0.2842	2.2982	524	0.6926	0.1340	0.6926	0.8322
0.2842	2.3070	526	0.6649	0.1340	0.6649	0.8154
0.2842	2.3158	528	0.6085	0.0916	0.6085	0.7801
0.2842	2.3246	530	0.5703	0.1765	0.5703	0.7552
0.2842	2.3333	532	0.5797	0.1765	0.5797	0.7613
0.2842	2.3421	534	0.6358	0.0916	0.6358	0.7974
0.2842	2.3509	536	0.7486	0.1340	0.7486	0.8652
0.2842	2.3596	538	0.8097	0.1600	0.8097	0.8998
0.2842	2.3684	540	0.7895	0.1209	0.7895	0.8885
0.2842	2.3772	542	0.7295	0.1793	0.7295	0.8541
0.2842	2.3860	544	0.7002	0.1558	0.7002	0.8368
0.2842	2.3947	546	0.6970	0.1558	0.6970	0.8349
0.2842	2.4035	548	0.6768	0.1558	0.6768	0.8227
0.2842	2.4123	550	0.6916	0.1558	0.6916	0.8316
0.2842	2.4211	552	0.6832	0.0916	0.6832	0.8266
0.2842	2.4298	554	0.6740	0.0916	0.6740	0.8210
0.2842	2.4386	556	0.6792	0.0916	0.6792	0.8241
0.2842	2.4474	558	0.6624	0.0916	0.6624	0.8139
0.2842	2.4561	560	0.6122	0.2184	0.6122	0.7824
0.2842	2.4649	562	0.5905	0.1765	0.5905	0.7685
0.2842	2.4737	564	0.5841	0.1765	0.5841	0.7643
0.2842	2.4825	566	0.5805	0.1765	0.5805	0.7619
0.2842	2.4912	568	0.6037	0.1558	0.6037	0.7770
0.2842	2.5	570	0.6319	0.0916	0.6319	0.7949
0.2842	2.5088	572	0.6869	0.1340	0.6869	0.8288
0.2842	2.5175	574	0.7101	0.1600	0.7101	0.8427
0.2842	2.5263	576	0.7021	0.1340	0.7021	0.8379
0.2842	2.5351	578	0.6606	0.0916	0.6606	0.8128
0.2842	2.5439	580	0.6335	0.0916	0.6335	0.7959
0.2842	2.5526	582	0.6334	0.1558	0.6334	0.7959
0.2842	2.5614	584	0.6315	0.2184	0.6315	0.7947
0.2842	2.5702	586	0.6389	0.0916	0.6389	0.7993
0.2842	2.5789	588	0.6547	0.0916	0.6547	0.8091
0.2842	2.5877	590	0.6592	0.1209	0.6592	0.8119
0.2842	2.5965	592	0.6248	0.2364	0.6248	0.7904
0.2842	2.6053	594	0.5887	0.2364	0.5887	0.7673
0.2842	2.6140	596	0.5690	0.1978	0.5690	0.7543
0.2842	2.6228	598	0.5882	0.2364	0.5882	0.7670
0.2842	2.6316	600	0.6198	0.1209	0.6198	0.7873
0.2842	2.6404	602	0.6232	0.0916	0.6232	0.7895
0.2842	2.6491	604	0.6237	0.0916	0.6237	0.7898
0.2842	2.6579	606	0.6147	0.0916	0.6147	0.7840
0.2842	2.6667	608	0.6047	0.0916	0.6047	0.7776
0.2842	2.6754	610	0.6171	0.0916	0.6171	0.7856
0.2842	2.6842	612	0.5915	0.0916	0.5915	0.7691
0.2842	2.6930	614	0.5836	0.0916	0.5836	0.7639
0.2842	2.7018	616	0.5945	0.0916	0.5945	0.7711
0.2842	2.7105	618	0.6344	0.1340	0.6344	0.7965
0.2842	2.7193	620	0.6832	0.1340	0.6832	0.8266
0.2842	2.7281	622	0.7076	0.1340	0.7076	0.8412
0.2842	2.7368	624	0.6651	0.1340	0.6651	0.8156
0.2842	2.7456	626	0.5841	0.1340	0.5841	0.7642
0.2842	2.7544	628	0.5237	0.1356	0.5237	0.7236
0.2842	2.7632	630	0.5093	0.1356	0.5093	0.7136
0.2842	2.7719	632	0.5322	0.1765	0.5322	0.7295
0.2842	2.7807	634	0.6100	0.1340	0.6100	0.7810
0.2842	2.7895	636	0.6498	0.1340	0.6498	0.8061
0.2842	2.7982	638	0.6809	0.1340	0.6809	0.8251
0.2842	2.8070	640	0.6352	0.1340	0.6352	0.7970
0.2842	2.8158	642	0.5455	0.1985	0.5455	0.7386
0.2842	2.8246	644	0.4614	0.1356	0.4614	0.6792
0.2842	2.8333	646	0.4415	0.4665	0.4415	0.6645
0.2842	2.8421	648	0.4441	0.4665	0.4441	0.6664
0.2842	2.8509	650	0.4801	0.1356	0.4801	0.6929
0.2842	2.8596	652	0.5727	0.1985	0.5727	0.7568
0.2842	2.8684	654	0.6664	0.1340	0.6664	0.8164
0.2842	2.8772	656	0.6716	0.1340	0.6716	0.8195
0.2842	2.8860	658	0.6418	0.1340	0.6418	0.8011
0.2842	2.8947	660	0.5902	0.1340	0.5902	0.7682
0.2842	2.9035	662	0.5472	0.1765	0.5472	0.7397
0.2842	2.9123	664	0.5179	0.2967	0.5179	0.7197
0.2842	2.9211	666	0.5083	0.2967	0.5083	0.7129
0.2842	2.9298	668	0.5098	0.1356	0.5098	0.7140
0.2842	2.9386	670	0.5322	0.1765	0.5322	0.7295
0.2842	2.9474	672	0.5913	0.1558	0.5913	0.7690
0.2842	2.9561	674	0.6445	0.1340	0.6445	0.8028
0.2842	2.9649	676	0.6398	0.1340	0.6398	0.7999
0.2842	2.9737	678	0.5992	0.1558	0.5992	0.7741
0.2842	2.9825	680	0.5814	0.1558	0.5814	0.7625
0.2842	2.9912	682	0.5629	0.2184	0.5629	0.7503
0.2842	3.0	684	0.5694	0.1558	0.5694	0.7546
0.2842	3.0088	686	0.5930	0.0916	0.5930	0.7701
0.2842	3.0175	688	0.5876	0.1340	0.5876	0.7665
0.2842	3.0263	690	0.5675	0.0916	0.5675	0.7533
0.2842	3.0351	692	0.5953	0.1340	0.5953	0.7716
0.2842	3.0439	694	0.6358	0.1340	0.6358	0.7974
0.2842	3.0526	696	0.6351	0.1340	0.6351	0.7969
0.2842	3.0614	698	0.6011	0.0916	0.6011	0.7753
0.2842	3.0702	700	0.5683	0.1356	0.5683	0.7539
0.2842	3.0789	702	0.5687	0.1356	0.5687	0.7541
0.2842	3.0877	704	0.5850	0.2184	0.5850	0.7648
0.2842	3.0965	706	0.6156	0.0916	0.6156	0.7846
0.2842	3.1053	708	0.6535	0.0916	0.6535	0.8084
0.2842	3.1140	710	0.6577	0.0916	0.6577	0.8110
0.2842	3.1228	712	0.6479	0.0916	0.6479	0.8049
0.2842	3.1316	714	0.6170	0.2184	0.6170	0.7855
0.2842	3.1404	716	0.5776	0.1356	0.5776	0.7600
0.2842	3.1491	718	0.5637	0.1356	0.5637	0.7508
0.2842	3.1579	720	0.5789	0.1356	0.5789	0.7608
0.2842	3.1667	722	0.5925	0.1356	0.5925	0.7697
0.2842	3.1754	724	0.6302	0.1558	0.6302	0.7939
0.2842	3.1842	726	0.6433	0.0916	0.6433	0.8020
0.2842	3.1930	728	0.6097	0.1356	0.6097	0.7808
0.2842	3.2018	730	0.5674	0.1356	0.5674	0.7533
0.2842	3.2105	732	0.5484	0.1356	0.5484	0.7406
0.2842	3.2193	734	0.5295	0.2967	0.5295	0.7276
0.2842	3.2281	736	0.5311	0.4539	0.5311	0.7288
0.2842	3.2368	738	0.5586	0.1356	0.5586	0.7474
0.2842	3.2456	740	0.5815	0.1356	0.5815	0.7626
0.2842	3.2544	742	0.5945	0.1356	0.5945	0.7711
0.2842	3.2632	744	0.6007	0.1356	0.6007	0.7751
0.2842	3.2719	746	0.6177	0.1356	0.6177	0.7859
0.2842	3.2807	748	0.6269	0.1356	0.6269	0.7918
0.2842	3.2895	750	0.6350	0.0503	0.6350	0.7969
0.2842	3.2982	752	0.6508	0.0503	0.6508	0.8067
0.2842	3.3070	754	0.6522	0.0503	0.6522	0.8076
0.2842	3.3158	756	0.6590	0.0503	0.6590	0.8118
0.2842	3.3246	758	0.6667	0.0503	0.6667	0.8165
0.2842	3.3333	760	0.6662	0.0916	0.6662	0.8162
0.2842	3.3421	762	0.6484	0.1141	0.6484	0.8052
0.2842	3.3509	764	0.6284	0.1356	0.6284	0.7927
0.2842	3.3596	766	0.6197	0.1356	0.6197	0.7872
0.2842	3.3684	768	0.6268	0.1356	0.6268	0.7917
0.2842	3.3772	770	0.6394	0.0735	0.6394	0.7996
0.2842	3.3860	772	0.6648	0.0916	0.6648	0.8153
0.2842	3.3947	774	0.7020	0.0916	0.7020	0.8378
0.2842	3.4035	776	0.7054	0.0916	0.7054	0.8399
0.2842	3.4123	778	0.6839	0.0916	0.6839	0.8270
0.2842	3.4211	780	0.6590	0.1558	0.6590	0.8118
0.2842	3.4298	782	0.6288	0.1356	0.6288	0.7929
0.2842	3.4386	784	0.6166	0.1356	0.6166	0.7852
0.2842	3.4474	786	0.6193	0.0957	0.6193	0.7870
0.2842	3.4561	788	0.6268	0.1356	0.6268	0.7917
0.2842	3.4649	790	0.6389	0.1765	0.6389	0.7993
0.2842	3.4737	792	0.6398	0.1765	0.6398	0.7999
0.2842	3.4825	794	0.6498	0.1765	0.6498	0.8061
0.2842	3.4912	796	0.6650	0.0916	0.6650	0.8155
0.2842	3.5	798	0.6731	0.0916	0.6731	0.8204
0.2842	3.5088	800	0.6668	0.0916	0.6668	0.8166
0.2842	3.5175	802	0.6779	0.0916	0.6779	0.8234
0.2842	3.5263	804	0.6780	0.0916	0.6780	0.8234
0.2842	3.5351	806	0.6674	0.0916	0.6674	0.8170
0.2842	3.5439	808	0.6550	0.1558	0.6550	0.8093
0.2842	3.5526	810	0.6549	0.1558	0.6549	0.8092
0.2842	3.5614	812	0.6535	0.1558	0.6535	0.8084
0.2842	3.5702	814	0.6450	0.1558	0.6450	0.8031
0.2842	3.5789	816	0.6430	0.1558	0.6430	0.8019
0.2842	3.5877	818	0.6295	0.1558	0.6295	0.7934
0.2842	3.5965	820	0.6266	0.1558	0.6266	0.7916
0.2842	3.6053	822	0.6398	0.0916	0.6398	0.7999
0.2842	3.6140	824	0.6585	0.0916	0.6585	0.8115
0.2842	3.6228	826	0.6653	0.0916	0.6653	0.8156
0.2842	3.6316	828	0.6512	0.0916	0.6512	0.8070
0.2842	3.6404	830	0.6437	0.0916	0.6437	0.8023
0.2842	3.6491	832	0.6411	0.0503	0.6411	0.8007
0.2842	3.6579	834	0.6620	0.0916	0.6620	0.8136
0.2842	3.6667	836	0.6736	0.0503	0.6736	0.8207
0.2842	3.6754	838	0.6834	0.0503	0.6834	0.8267
0.2842	3.6842	840	0.7179	0.0916	0.7179	0.8473
0.2842	3.6930	842	0.7649	0.0916	0.7649	0.8746
0.2842	3.7018	844	0.7838	0.0916	0.7838	0.8853
0.2842	3.7105	846	0.7761	0.0916	0.7761	0.8810
0.2842	3.7193	848	0.7468	0.0503	0.7468	0.8642
0.2842	3.7281	850	0.7229	0.0503	0.7229	0.8502
0.2842	3.7368	852	0.6927	0.0503	0.6927	0.8323
0.2842	3.7456	854	0.6923	0.0503	0.6923	0.8320
0.2842	3.7544	856	0.7361	0.0503	0.7361	0.8580
0.2842	3.7632	858	0.7522	0.0503	0.7522	0.8673
0.2842	3.7719	860	0.7436	0.0503	0.7436	0.8623
0.2842	3.7807	862	0.7369	0.0503	0.7369	0.8584
0.2842	3.7895	864	0.7234	0.0503	0.7234	0.8505
0.2842	3.7982	866	0.7168	0.0828	0.7168	0.8467
0.2842	3.8070	868	0.6924	0.0828	0.6924	0.8321
0.2842	3.8158	870	0.6702	0.1409	0.6702	0.8186
0.2842	3.8246	872	0.6795	0.0828	0.6795	0.8243
0.2842	3.8333	874	0.6955	0.1209	0.6955	0.8340
0.2842	3.8421	876	0.7098	0.1209	0.7098	0.8425
0.2842	3.8509	878	0.6974	0.1209	0.6974	0.8351
0.2842	3.8596	880	0.6692	0.0916	0.6692	0.8181
0.2842	3.8684	882	0.6592	0.1209	0.6592	0.8119
0.2842	3.8772	884	0.6766	0.1209	0.6766	0.8226
0.2842	3.8860	886	0.7041	0.1209	0.7041	0.8391
0.2842	3.8947	888	0.7133	0.1600	0.7133	0.8446
0.2842	3.9035	890	0.6941	0.1340	0.6941	0.8331
0.2842	3.9123	892	0.6712	0.1340	0.6712	0.8193
0.2842	3.9211	894	0.6517	0.1340	0.6517	0.8073
0.2842	3.9298	896	0.6314	0.0916	0.6314	0.7946
0.2842	3.9386	898	0.6291	0.0916	0.6291	0.7932
0.2842	3.9474	900	0.6396	0.0916	0.6396	0.7997
0.2842	3.9561	902	0.6630	0.0916	0.6630	0.8143
0.2842	3.9649	904	0.6735	0.0916	0.6735	0.8207
0.2842	3.9737	906	0.6800	0.1209	0.6800	0.8246
0.2842	3.9825	908	0.6767	0.1209	0.6767	0.8226
0.2842	3.9912	910	0.6851	0.1209	0.6851	0.8277
0.2842	4.0	912	0.6847	0.1209	0.6847	0.8275
0.2842	4.0088	914	0.6905	0.1209	0.6905	0.8309
0.2842	4.0175	916	0.6910	0.1209	0.6910	0.8313
0.2842	4.0263	918	0.6906	0.1209	0.6906	0.8310
0.2842	4.0351	920	0.6801	0.0916	0.6801	0.8247
0.2842	4.0439	922	0.6677	0.0916	0.6677	0.8172
0.2842	4.0526	924	0.6695	0.0916	0.6695	0.8182
0.2842	4.0614	926	0.6621	0.0916	0.6621	0.8137
0.2842	4.0702	928	0.6610	0.0916	0.6610	0.8130
0.2842	4.0789	930	0.6596	0.0916	0.6596	0.8122
0.2842	4.0877	932	0.6578	0.0916	0.6578	0.8110
0.2842	4.0965	934	0.6711	0.1340	0.6711	0.8192
0.2842	4.1053	936	0.6887	0.1340	0.6887	0.8299
0.2842	4.1140	938	0.7010	0.1340	0.7010	0.8372
0.2842	4.1228	940	0.6994	0.1340	0.6994	0.8363
0.2842	4.1316	942	0.6986	0.1340	0.6986	0.8358
0.2842	4.1404	944	0.6956	0.1340	0.6956	0.8340
0.2842	4.1491	946	0.6783	0.0916	0.6783	0.8236
0.2842	4.1579	948	0.6738	0.0916	0.6738	0.8209
0.2842	4.1667	950	0.6778	0.0916	0.6778	0.8233
0.2842	4.1754	952	0.6657	0.0916	0.6657	0.8159
0.2842	4.1842	954	0.6383	0.0503	0.6383	0.7989
0.2842	4.1930	956	0.6223	0.0099	0.6223	0.7889
0.2842	4.2018	958	0.6167	0.0099	0.6167	0.7853
0.2842	4.2105	960	0.6361	0.0503	0.6361	0.7975
0.2842	4.2193	962	0.6657	0.0916	0.6657	0.8159
0.2842	4.2281	964	0.6912	0.0916	0.6912	0.8314
0.2842	4.2368	966	0.7087	0.0916	0.7087	0.8418
0.2842	4.2456	968	0.7117	0.0916	0.7117	0.8436
0.2842	4.2544	970	0.6979	0.0916	0.6979	0.8354
0.2842	4.2632	972	0.6745	0.0916	0.6745	0.8213
0.2842	4.2719	974	0.6560	0.0503	0.6560	0.8099
0.2842	4.2807	976	0.6469	0.1356	0.6469	0.8043
0.2842	4.2895	978	0.6411	0.1356	0.6411	0.8007
0.2842	4.2982	980	0.6392	0.1356	0.6392	0.7995
0.2842	4.3070	982	0.6478	0.1356	0.6478	0.8049
0.2842	4.3158	984	0.6791	0.0503	0.6791	0.8241
0.2842	4.3246	986	0.7064	0.1209	0.7064	0.8405
0.2842	4.3333	988	0.7291	0.1209	0.7291	0.8539
0.2842	4.3421	990	0.7434	0.1209	0.7434	0.8622
0.2842	4.3509	992	0.7592	0.1209	0.7592	0.8713
0.2842	4.3596	994	0.7518	0.0916	0.7518	0.8670
0.2842	4.3684	996	0.7266	0.0916	0.7266	0.8524
0.2842	4.3772	998	0.6927	0.0916	0.6927	0.8323
0.0991	4.3860	1000	0.6693	0.0916	0.6693	0.8181
0.0991	4.3947	1002	0.6622	0.0503	0.6622	0.8138
0.0991	4.4035	1004	0.6617	0.2553	0.6617	0.8134
0.0991	4.4123	1006	0.6543	0.2553	0.6543	0.8089
0.0991	4.4211	1008	0.6496	0.2553	0.6496	0.8060
0.0991	4.4298	1010	0.6575	0.2553	0.6575	0.8109
0.0991	4.4386	1012	0.6738	0.0503	0.6738	0.8208
0.0991	4.4474	1014	0.6880	0.0503	0.6880	0.8295
0.0991	4.4561	1016	0.7080	0.0916	0.7080	0.8414
0.0991	4.4649	1018	0.7040	0.0916	0.7040	0.8390
0.0991	4.4737	1020	0.6955	0.0916	0.6955	0.8340
0.0991	4.4825	1022	0.6865	0.0916	0.6865	0.8285
0.0991	4.4912	1024	0.6768	0.0916	0.6768	0.8227
0.0991	4.5	1026	0.6577	0.1141	0.6577	0.8110
0.0991	4.5088	1028	0.6549	0.0916	0.6549	0.8093
0.0991	4.5175	1030	0.6633	0.0916	0.6633	0.8145
0.0991	4.5263	1032	0.6549	0.0916	0.6549	0.8093
0.0991	4.5351	1034	0.6469	0.0916	0.6469	0.8043
0.0991	4.5439	1036	0.6442	0.0916	0.6442	0.8027
0.0991	4.5526	1038	0.6475	0.0916	0.6475	0.8047
0.0991	4.5614	1040	0.6493	0.0916	0.6493	0.8058
0.0991	4.5702	1042	0.6633	0.0916	0.6633	0.8144
0.0991	4.5789	1044	0.6733	0.0916	0.6733	0.8205
0.0991	4.5877	1046	0.6728	0.0916	0.6728	0.8202
0.0991	4.5965	1048	0.6657	0.0916	0.6657	0.8159
0.0991	4.6053	1050	0.6591	0.0916	0.6591	0.8118
0.0991	4.6140	1052	0.6500	0.0916	0.6500	0.8062
0.0991	4.6228	1054	0.6345	0.0916	0.6345	0.7965
0.0991	4.6316	1056	0.6285	0.1558	0.6285	0.7928
0.0991	4.6404	1058	0.6223	0.1141	0.6223	0.7889
0.0991	4.6491	1060	0.6224	0.1141	0.6224	0.7889
0.0991	4.6579	1062	0.6168	0.1765	0.6168	0.7854
0.0991	4.6667	1064	0.6243	0.1141	0.6243	0.7901
0.0991	4.6754	1066	0.6181	0.1356	0.6181	0.7862
0.0991	4.6842	1068	0.6117	0.1356	0.6117	0.7821
0.0991	4.6930	1070	0.6274	0.1356	0.6274	0.7921
0.0991	4.7018	1072	0.6563	0.1558	0.6563	0.8101
0.0991	4.7105	1074	0.6775	0.0916	0.6775	0.8231
0.0991	4.7193	1076	0.6924	0.0916	0.6924	0.8321
0.0991	4.7281	1078	0.6974	0.0916	0.6974	0.8351
0.0991	4.7368	1080	0.6977	0.0916	0.6977	0.8353
0.0991	4.7456	1082	0.6907	0.1558	0.6907	0.8311
0.0991	4.7544	1084	0.6748	0.2184	0.6748	0.8214
0.0991	4.7632	1086	0.6760	0.2184	0.6760	0.8222
0.0991	4.7719	1088	0.6726	0.2184	0.6726	0.8201
0.0991	4.7807	1090	0.6728	0.2184	0.6728	0.8202
0.0991	4.7895	1092	0.6672	0.1356	0.6672	0.8168
0.0991	4.7982	1094	0.6665	0.1356	0.6665	0.8164
0.0991	4.8070	1096	0.6727	0.1356	0.6727	0.8202
0.0991	4.8158	1098	0.6785	0.1356	0.6785	0.8237
0.0991	4.8246	1100	0.6931	0.2184	0.6931	0.8325
0.0991	4.8333	1102	0.7012	0.1558	0.7012	0.8374
0.0991	4.8421	1104	0.7082	0.0916	0.7082	0.8416
0.0991	4.8509	1106	0.7195	0.0916	0.7195	0.8483
0.0991	4.8596	1108	0.7383	0.0916	0.7383	0.8593
0.0991	4.8684	1110	0.7426	0.0916	0.7426	0.8617
0.0991	4.8772	1112	0.7297	0.0916	0.7297	0.8542
0.0991	4.8860	1114	0.7055	0.0916	0.7055	0.8399
0.0991	4.8947	1116	0.6840	0.0916	0.6840	0.8270
0.0991	4.9035	1118	0.6515	0.0916	0.6515	0.8072
0.0991	4.9123	1120	0.6337	0.2184	0.6337	0.7960
0.0991	4.9211	1122	0.6122	0.1765	0.6122	0.7824
0.0991	4.9298	1124	0.6096	0.1765	0.6096	0.7808
0.0991	4.9386	1126	0.6079	0.1765	0.6079	0.7797
0.0991	4.9474	1128	0.6168	0.1765	0.6168	0.7853
0.0991	4.9561	1130	0.6237	0.1765	0.6237	0.7898
0.0991	4.9649	1132	0.6357	0.1765	0.6357	0.7973
0.0991	4.9737	1134	0.6462	0.1765	0.6462	0.8039
0.0991	4.9825	1136	0.6390	0.1765	0.6390	0.7994
0.0991	4.9912	1138	0.6320	0.1765	0.6320	0.7950
0.0991	5.0	1140	0.6444	0.1765	0.6444	0.8028
0.0991	5.0088	1142	0.6400	0.1765	0.6400	0.8000
0.0991	5.0175	1144	0.6455	0.1765	0.6455	0.8034
0.0991	5.0263	1146	0.6781	0.1141	0.6781	0.8234
0.0991	5.0351	1148	0.6926	0.0916	0.6926	0.8322
0.0991	5.0439	1150	0.6883	0.1558	0.6883	0.8296
0.0991	5.0526	1152	0.6887	0.1558	0.6887	0.8299
0.0991	5.0614	1154	0.6891	0.1558	0.6891	0.8301
0.0991	5.0702	1156	0.6815	0.1558	0.6815	0.8256
0.0991	5.0789	1158	0.6744	0.1141	0.6744	0.8212
0.0991	5.0877	1160	0.6726	0.1558	0.6726	0.8201
0.0991	5.0965	1162	0.6711	0.1141	0.6711	0.8192
0.0991	5.1053	1164	0.6708	0.1558	0.6708	0.8190
0.0991	5.1140	1166	0.6771	0.1558	0.6771	0.8228
0.0991	5.1228	1168	0.6905	0.0916	0.6905	0.8310
0.0991	5.1316	1170	0.6989	0.0916	0.6989	0.8360
0.0991	5.1404	1172	0.6943	0.0916	0.6943	0.8332
0.0991	5.1491	1174	0.6847	0.0916	0.6847	0.8275
0.0991	5.1579	1176	0.6706	0.1558	0.6706	0.8189
0.0991	5.1667	1178	0.6561	0.1765	0.6561	0.8100
0.0991	5.1754	1180	0.6404	0.1765	0.6404	0.8002
0.0991	5.1842	1182	0.6406	0.1765	0.6406	0.8004
0.0991	5.1930	1184	0.6473	0.1765	0.6473	0.8045
0.0991	5.2018	1186	0.6484	0.1765	0.6484	0.8052
0.0991	5.2105	1188	0.6449	0.1765	0.6449	0.8031
0.0991	5.2193	1190	0.6432	0.1356	0.6432	0.8020
0.0991	5.2281	1192	0.6381	0.1356	0.6381	0.7988
0.0991	5.2368	1194	0.6383	0.1356	0.6383	0.7989
0.0991	5.2456	1196	0.6453	0.1356	0.6453	0.8033
0.0991	5.2544	1198	0.6506	0.1356	0.6506	0.8066
0.0991	5.2632	1200	0.6691	0.1765	0.6691	0.8180
0.0991	5.2719	1202	0.6907	0.1765	0.6907	0.8311
0.0991	5.2807	1204	0.7103	0.0503	0.7103	0.8428
0.0991	5.2895	1206	0.7124	0.1141	0.7124	0.8440
0.0991	5.2982	1208	0.7093	0.1141	0.7093	0.8422
0.0991	5.3070	1210	0.7042	0.1765	0.7042	0.8392
0.0991	5.3158	1212	0.6859	0.1765	0.6859	0.8282
0.0991	5.3246	1214	0.6542	0.1356	0.6542	0.8088
0.0991	5.3333	1216	0.6327	0.0957	0.6327	0.7955
0.0991	5.3421	1218	0.6298	0.1356	0.6298	0.7936
0.0991	5.3509	1220	0.6346	0.1356	0.6346	0.7966
0.0991	5.3596	1222	0.6438	0.1765	0.6438	0.8024
0.0991	5.3684	1224	0.6599	0.1765	0.6599	0.8124
0.0991	5.3772	1226	0.6709	0.1793	0.6709	0.8191
0.0991	5.3860	1228	0.6706	0.1409	0.6706	0.8189
0.0991	5.3947	1230	0.6631	0.1978	0.6631	0.8143
0.0991	5.4035	1232	0.6556	0.1356	0.6556	0.8097
0.0991	5.4123	1234	0.6562	0.1356	0.6562	0.8100
0.0991	5.4211	1236	0.6561	0.1356	0.6561	0.8100
0.0991	5.4298	1238	0.6587	0.1356	0.6587	0.8116
0.0991	5.4386	1240	0.6752	0.1356	0.6752	0.8217
0.0991	5.4474	1242	0.6891	0.2533	0.6891	0.8301
0.0991	5.4561	1244	0.7007	0.2669	0.7007	0.8371
0.0991	5.4649	1246	0.7009	0.2533	0.7009	0.8372
0.0991	5.4737	1248	0.6936	0.1356	0.6936	0.8328
0.0991	5.4825	1250	0.6933	0.1356	0.6933	0.8327
0.0991	5.4912	1252	0.6895	0.1356	0.6895	0.8304
0.0991	5.5	1254	0.6898	0.1356	0.6898	0.8306
0.0991	5.5088	1256	0.6931	0.1765	0.6931	0.8325
0.0991	5.5175	1258	0.6951	0.1765	0.6951	0.8337
0.0991	5.5263	1260	0.7039	0.1141	0.7039	0.8390
0.0991	5.5351	1262	0.7124	0.0503	0.7124	0.8441
0.0991	5.5439	1264	0.7241	0.0503	0.7241	0.8510
0.0991	5.5526	1266	0.7410	0.0916	0.7410	0.8608
0.0991	5.5614	1268	0.7474	0.0916	0.7474	0.8645
0.0991	5.5702	1270	0.7415	0.0503	0.7415	0.8611
0.0991	5.5789	1272	0.7333	0.0503	0.7333	0.8563
0.0991	5.5877	1274	0.7250	0.0503	0.7250	0.8515
0.0991	5.5965	1276	0.7214	0.0503	0.7214	0.8493
0.0991	5.6053	1278	0.7190	0.0503	0.7190	0.8479
0.0991	5.6140	1280	0.7201	0.1141	0.7201	0.8486
0.0991	5.6228	1282	0.7197	0.1765	0.7197	0.8483
0.0991	5.6316	1284	0.7208	0.1765	0.7208	0.8490
0.0991	5.6404	1286	0.7260	0.0503	0.7260	0.8521
0.0991	5.6491	1288	0.7273	0.0503	0.7273	0.8528
0.0991	5.6579	1290	0.7272	0.0503	0.7272	0.8528
0.0991	5.6667	1292	0.7295	0.0503	0.7295	0.8541
0.0991	5.6754	1294	0.7277	0.0503	0.7277	0.8530
0.0991	5.6842	1296	0.7175	0.0503	0.7175	0.8470
0.0991	5.6930	1298	0.7022	0.0503	0.7022	0.8380
0.0991	5.7018	1300	0.6822	0.1141	0.6822	0.8260
0.0991	5.7105	1302	0.6714	0.1356	0.6714	0.8194
0.0991	5.7193	1304	0.6453	0.1356	0.6453	0.8033
0.0991	5.7281	1306	0.6186	0.3131	0.6186	0.7865
0.0991	5.7368	1308	0.6171	0.3131	0.6171	0.7855
0.0991	5.7456	1310	0.6387	0.1962	0.6387	0.7992
0.0991	5.7544	1312	0.6590	0.1356	0.6590	0.8118
0.0991	5.7632	1314	0.6788	0.0735	0.6788	0.8239
0.0991	5.7719	1316	0.6790	0.0735	0.6790	0.8240
0.0991	5.7807	1318	0.6997	0.0735	0.6997	0.8365
0.0991	5.7895	1320	0.7180	0.0503	0.7180	0.8473
0.0991	5.7982	1322	0.7321	0.0503	0.7321	0.8557
0.0991	5.8070	1324	0.7317	0.0503	0.7317	0.8554
0.0991	5.8158	1326	0.7237	0.1141	0.7237	0.8507
0.0991	5.8246	1328	0.7343	0.1141	0.7343	0.8569
0.0991	5.8333	1330	0.7357	0.0503	0.7357	0.8577
0.0991	5.8421	1332	0.7465	0.0503	0.7465	0.8640
0.0991	5.8509	1334	0.7541	0.0916	0.7541	0.8684
0.0991	5.8596	1336	0.7562	0.0916	0.7562	0.8696
0.0991	5.8684	1338	0.7517	0.0916	0.7517	0.8670
0.0991	5.8772	1340	0.7394	0.0503	0.7394	0.8599
0.0991	5.8860	1342	0.7276	0.1141	0.7276	0.8530
0.0991	5.8947	1344	0.7190	0.1141	0.7190	0.8479
0.0991	5.9035	1346	0.7024	0.1141	0.7024	0.8381
0.0991	5.9123	1348	0.6892	0.1141	0.6892	0.8302
0.0991	5.9211	1350	0.6719	0.1141	0.6719	0.8197
0.0991	5.9298	1352	0.6556	0.0957	0.6556	0.8097
0.0991	5.9386	1354	0.6511	0.1356	0.6511	0.8069
0.0991	5.9474	1356	0.6397	0.0957	0.6397	0.7998
0.0991	5.9561	1358	0.6342	0.0957	0.6342	0.7964
0.0991	5.9649	1360	0.6550	0.1141	0.6550	0.8093
0.0991	5.9737	1362	0.6717	0.1992	0.6717	0.8196
0.0991	5.9825	1364	0.6781	0.1992	0.6781	0.8235
0.0991	5.9912	1366	0.6832	0.0916	0.6832	0.8266
0.0991	6.0	1368	0.6960	0.0916	0.6960	0.8343
0.0991	6.0088	1370	0.7014	0.0916	0.7014	0.8375
0.0991	6.0175	1372	0.6958	0.0916	0.6958	0.8342
0.0991	6.0263	1374	0.6924	0.0916	0.6924	0.8321
0.0991	6.0351	1376	0.6914	0.0916	0.6914	0.8315
0.0991	6.0439	1378	0.6947	0.0916	0.6947	0.8335
0.0991	6.0526	1380	0.6934	0.0916	0.6934	0.8327
0.0991	6.0614	1382	0.6946	0.0916	0.6946	0.8335
0.0991	6.0702	1384	0.6916	0.1340	0.6916	0.8316
0.0991	6.0789	1386	0.6775	0.0916	0.6775	0.8231
0.0991	6.0877	1388	0.6703	0.0916	0.6703	0.8187
0.0991	6.0965	1390	0.6651	0.2186	0.6651	0.8156
0.0991	6.1053	1392	0.6682	0.2355	0.6682	0.8174
0.0991	6.1140	1394	0.6673	0.2355	0.6673	0.8169
0.0991	6.1228	1396	0.6614	0.2355	0.6614	0.8133
0.0991	6.1316	1398	0.6603	0.2355	0.6603	0.8126
0.0991	6.1404	1400	0.6553	0.2355	0.6553	0.8095
0.0991	6.1491	1402	0.6474	0.0503	0.6474	0.8046
0.0991	6.1579	1404	0.6379	0.1141	0.6379	0.7987
0.0991	6.1667	1406	0.6319	0.1765	0.6319	0.7949
0.0991	6.1754	1408	0.6297	0.1765	0.6297	0.7935
0.0991	6.1842	1410	0.6309	0.1765	0.6309	0.7943
0.0991	6.1930	1412	0.6409	0.1141	0.6409	0.8006
0.0991	6.2018	1414	0.6488	0.1141	0.6488	0.8055
0.0991	6.2105	1416	0.6551	0.1141	0.6551	0.8094
0.0991	6.2193	1418	0.6530	0.1141	0.6530	0.8081
0.0991	6.2281	1420	0.6538	0.1141	0.6538	0.8086
0.0991	6.2368	1422	0.6560	0.1141	0.6560	0.8099
0.0991	6.2456	1424	0.6575	0.1141	0.6575	0.8108
0.0991	6.2544	1426	0.6511	0.1765	0.6511	0.8069
0.0991	6.2632	1428	0.6473	0.1765	0.6473	0.8046
0.0991	6.2719	1430	0.6409	0.1356	0.6409	0.8006
0.0991	6.2807	1432	0.6532	0.1765	0.6532	0.8082
0.0991	6.2895	1434	0.6717	0.1141	0.6717	0.8196
0.0991	6.2982	1436	0.6927	0.0503	0.6927	0.8323
0.0991	6.3070	1438	0.7053	0.0503	0.7053	0.8398
0.0991	6.3158	1440	0.7054	0.0503	0.7054	0.8399
0.0991	6.3246	1442	0.7053	0.0503	0.7053	0.8398
0.0991	6.3333	1444	0.7051	0.0503	0.7051	0.8397
0.0991	6.3421	1446	0.7013	0.0503	0.7013	0.8374
0.0991	6.3509	1448	0.6964	0.1141	0.6964	0.8345
0.0991	6.3596	1450	0.6862	0.1141	0.6862	0.8284
0.0991	6.3684	1452	0.6700	0.0957	0.6700	0.8185
0.0991	6.3772	1454	0.6712	0.0957	0.6712	0.8193
0.0991	6.3860	1456	0.6756	0.1356	0.6756	0.8220
0.0991	6.3947	1458	0.6659	0.1356	0.6659	0.8160
0.0991	6.4035	1460	0.6527	0.1356	0.6527	0.8079
0.0991	6.4123	1462	0.6467	0.1356	0.6467	0.8042
0.0991	6.4211	1464	0.6484	0.1356	0.6484	0.8053
0.0991	6.4298	1466	0.6460	0.1356	0.6460	0.8037
0.0991	6.4386	1468	0.6453	0.1356	0.6453	0.8033
0.0991	6.4474	1470	0.6461	0.1356	0.6461	0.8038
0.0991	6.4561	1472	0.6447	0.1765	0.6447	0.8029
0.0991	6.4649	1474	0.6435	0.1765	0.6435	0.8022
0.0991	6.4737	1476	0.6360	0.1765	0.6360	0.7975
0.0991	6.4825	1478	0.6248	0.1356	0.6248	0.7904
0.0991	6.4912	1480	0.6177	0.2967	0.6177	0.7859
0.0991	6.5	1482	0.6095	0.2967	0.6095	0.7807
0.0991	6.5088	1484	0.6042	0.2967	0.6042	0.7773
0.0991	6.5175	1486	0.6010	0.2967	0.6010	0.7752
0.0991	6.5263	1488	0.6014	0.2967	0.6014	0.7755
0.0991	6.5351	1490	0.6028	0.2967	0.6028	0.7764
0.0991	6.5439	1492	0.6145	0.1765	0.6145	0.7839
0.0991	6.5526	1494	0.6139	0.3029	0.6139	0.7835
0.0991	6.5614	1496	0.6143	0.3029	0.6143	0.7838
0.0991	6.5702	1498	0.6258	0.1409	0.6258	0.7911
0.0572	6.5789	1500	0.6267	0.1141	0.6267	0.7916
0.0572	6.5877	1502	0.6269	0.0503	0.6269	0.7918
0.0572	6.5965	1504	0.6324	0.0503	0.6324	0.7953
0.0572	6.6053	1506	0.6369	0.0916	0.6369	0.7981
0.0572	6.6140	1508	0.6371	0.0503	0.6371	0.7982
0.0572	6.6228	1510	0.6411	0.0503	0.6411	0.8007
0.0572	6.6316	1512	0.6401	0.1141	0.6401	0.8001
0.0572	6.6404	1514	0.6342	0.1765	0.6342	0.7964
0.0572	6.6491	1516	0.6320	0.1765	0.6320	0.7950
0.0572	6.6579	1518	0.6328	0.1765	0.6328	0.7955
0.0572	6.6667	1520	0.6405	0.1765	0.6405	0.8003
0.0572	6.6754	1522	0.6536	0.1141	0.6536	0.8084
0.0572	6.6842	1524	0.6717	0.1141	0.6717	0.8196
0.0572	6.6930	1526	0.6800	0.1141	0.6800	0.8247
0.0572	6.7018	1528	0.6861	0.1141	0.6861	0.8283
0.0572	6.7105	1530	0.6859	0.1141	0.6859	0.8282
0.0572	6.7193	1532	0.6767	0.1141	0.6767	0.8226
0.0572	6.7281	1534	0.6679	0.1765	0.6679	0.8172
0.0572	6.7368	1536	0.6620	0.1765	0.6620	0.8136
0.0572	6.7456	1538	0.6607	0.1356	0.6607	0.8128
0.0572	6.7544	1540	0.6615	0.2553	0.6615	0.8133
0.0572	6.7632	1542	0.6646	0.1356	0.6646	0.8152
0.0572	6.7719	1544	0.6662	0.1356	0.6662	0.8162
0.0572	6.7807	1546	0.6721	0.1765	0.6721	0.8198
0.0572	6.7895	1548	0.6747	0.1765	0.6747	0.8214
0.0572	6.7982	1550	0.6775	0.1765	0.6775	0.8231
0.0572	6.8070	1552	0.6768	0.1765	0.6768	0.8227
0.0572	6.8158	1554	0.6767	0.1141	0.6767	0.8226
0.0572	6.8246	1556	0.6761	0.1141	0.6761	0.8223
0.0572	6.8333	1558	0.6757	0.1409	0.6757	0.8220
0.0572	6.8421	1560	0.6731	0.1141	0.6731	0.8204
0.0572	6.8509	1562	0.6737	0.1558	0.6737	0.8208
0.0572	6.8596	1564	0.6750	0.1558	0.6750	0.8216
0.0572	6.8684	1566	0.6702	0.1141	0.6702	0.8187
0.0572	6.8772	1568	0.6705	0.1141	0.6705	0.8188
0.0572	6.8860	1570	0.6705	0.1141	0.6705	0.8189
0.0572	6.8947	1572	0.6743	0.1141	0.6743	0.8211
0.0572	6.9035	1574	0.6750	0.1141	0.6750	0.8216
0.0572	6.9123	1576	0.6754	0.1558	0.6754	0.8218
0.0572	6.9211	1578	0.6791	0.1558	0.6791	0.8241
0.0572	6.9298	1580	0.6817	0.1558	0.6817	0.8256
0.0572	6.9386	1582	0.6822	0.1558	0.6822	0.8260
0.0572	6.9474	1584	0.6729	0.1558	0.6729	0.8203
0.0572	6.9561	1586	0.6593	0.1558	0.6593	0.8120
0.0572	6.9649	1588	0.6453	0.1765	0.6453	0.8033
0.0572	6.9737	1590	0.6371	0.2967	0.6371	0.7982
0.0572	6.9825	1592	0.6347	0.2967	0.6347	0.7967
0.0572	6.9912	1594	0.6338	0.2967	0.6338	0.7961
0.0572	7.0	1596	0.6347	0.2967	0.6347	0.7967
0.0572	7.0088	1598	0.6363	0.1765	0.6363	0.7977
0.0572	7.0175	1600	0.6401	0.1765	0.6401	0.8001
0.0572	7.0263	1602	0.6440	0.2184	0.6440	0.8025
0.0572	7.0351	1604	0.6516	0.1558	0.6516	0.8072
0.0572	7.0439	1606	0.6576	0.0916	0.6576	0.8109
0.0572	7.0526	1608	0.6626	0.0916	0.6626	0.8140
0.0572	7.0614	1610	0.6619	0.0916	0.6619	0.8135
0.0572	7.0702	1612	0.6546	0.0916	0.6546	0.8091
0.0572	7.0789	1614	0.6441	0.0916	0.6441	0.8026
0.0572	7.0877	1616	0.6342	0.1558	0.6342	0.7964
0.0572	7.0965	1618	0.6196	0.1765	0.6196	0.7872
0.0572	7.1053	1620	0.6064	0.2967	0.6064	0.7787
0.0572	7.1140	1622	0.6004	0.2967	0.6004	0.7749
0.0572	7.1228	1624	0.5961	0.2553	0.5961	0.7721
0.0572	7.1316	1626	0.5927	0.2553	0.5927	0.7699
0.0572	7.1404	1628	0.5907	0.2553	0.5907	0.7686
0.0572	7.1491	1630	0.5892	0.3131	0.5892	0.7676
0.0572	7.1579	1632	0.5932	0.2553	0.5932	0.7702
0.0572	7.1667	1634	0.6069	0.2553	0.6069	0.7790
0.0572	7.1754	1636	0.6170	0.2553	0.6170	0.7855
0.0572	7.1842	1638	0.6263	0.2967	0.6263	0.7914
0.0572	7.1930	1640	0.6345	0.3390	0.6345	0.7965
0.0572	7.2018	1642	0.6442	0.1765	0.6442	0.8026
0.0572	7.2105	1644	0.6511	0.1765	0.6510	0.8069
0.0572	7.2193	1646	0.6555	0.1765	0.6555	0.8096
0.0572	7.2281	1648	0.6568	0.1765	0.6568	0.8104
0.0572	7.2368	1650	0.6523	0.1765	0.6523	0.8077
0.0572	7.2456	1652	0.6472	0.1765	0.6472	0.8045
0.0572	7.2544	1654	0.6453	0.1765	0.6453	0.8033
0.0572	7.2632	1656	0.6454	0.1765	0.6454	0.8034
0.0572	7.2719	1658	0.6450	0.1765	0.6450	0.8031
0.0572	7.2807	1660	0.6434	0.1765	0.6434	0.8021
0.0572	7.2895	1662	0.6408	0.1765	0.6408	0.8005
0.0572	7.2982	1664	0.6362	0.2967	0.6362	0.7976
0.0572	7.3070	1666	0.6348	0.2967	0.6348	0.7967
0.0572	7.3158	1668	0.6343	0.2553	0.6343	0.7964
0.0572	7.3246	1670	0.6358	0.2553	0.6358	0.7973
0.0572	7.3333	1672	0.6354	0.2553	0.6354	0.7971
0.0572	7.3421	1674	0.6330	0.2553	0.6330	0.7956
0.0572	7.3509	1676	0.6303	0.2553	0.6303	0.7939
0.0572	7.3596	1678	0.6298	0.2553	0.6298	0.7936
0.0572	7.3684	1680	0.6278	0.2553	0.6278	0.7923
0.0572	7.3772	1682	0.6229	0.2553	0.6229	0.7893
0.0572	7.3860	1684	0.6160	0.2553	0.6160	0.7849
0.0572	7.3947	1686	0.6096	0.2553	0.6096	0.7808
0.0572	7.4035	1688	0.6036	0.2553	0.6036	0.7769
0.0572	7.4123	1690	0.6091	0.2553	0.6091	0.7804
0.0572	7.4211	1692	0.6198	0.2553	0.6198	0.7873
0.0572	7.4298	1694	0.6330	0.2553	0.6330	0.7956
0.0572	7.4386	1696	0.6412	0.2553	0.6412	0.8008
0.0572	7.4474	1698	0.6487	0.2967	0.6487	0.8054
0.0572	7.4561	1700	0.6531	0.2967	0.6531	0.8081
0.0572	7.4649	1702	0.6548	0.2967	0.6548	0.8092
0.0572	7.4737	1704	0.6573	0.2967	0.6573	0.8108
0.0572	7.4825	1706	0.6595	0.2967	0.6595	0.8121
0.0572	7.4912	1708	0.6612	0.2967	0.6612	0.8132
0.0572	7.5	1710	0.6617	0.2967	0.6617	0.8135
0.0572	7.5088	1712	0.6615	0.2967	0.6615	0.8133
0.0572	7.5175	1714	0.6617	0.2967	0.6617	0.8134
0.0572	7.5263	1716	0.6615	0.2967	0.6615	0.8133
0.0572	7.5351	1718	0.6602	0.2967	0.6602	0.8125
0.0572	7.5439	1720	0.6609	0.2553	0.6609	0.8129
0.0572	7.5526	1722	0.6604	0.2553	0.6604	0.8126
0.0572	7.5614	1724	0.6594	0.2553	0.6594	0.8120
0.0572	7.5702	1726	0.6592	0.2553	0.6592	0.8119
0.0572	7.5789	1728	0.6589	0.2553	0.6589	0.8117
0.0572	7.5877	1730	0.6620	0.2553	0.6620	0.8136
0.0572	7.5965	1732	0.6684	0.2967	0.6684	0.8176
0.0572	7.6053	1734	0.6770	0.1765	0.6770	0.8228
0.0572	7.6140	1736	0.6863	0.1141	0.6863	0.8284
0.0572	7.6228	1738	0.6909	0.0503	0.6909	0.8312
0.0572	7.6316	1740	0.6881	0.0503	0.6881	0.8295
0.0572	7.6404	1742	0.6813	0.1141	0.6813	0.8254
0.0572	7.6491	1744	0.6765	0.1141	0.6765	0.8225
0.0572	7.6579	1746	0.6727	0.1765	0.6727	0.8202
0.0572	7.6667	1748	0.6717	0.1765	0.6717	0.8196
0.0572	7.6754	1750	0.6712	0.1765	0.6712	0.8192
0.0572	7.6842	1752	0.6718	0.1765	0.6718	0.8196
0.0572	7.6930	1754	0.6736	0.1765	0.6736	0.8207
0.0572	7.7018	1756	0.6740	0.1765	0.6740	0.8210
0.0572	7.7105	1758	0.6709	0.3390	0.6709	0.8191
0.0572	7.7193	1760	0.6667	0.3390	0.6667	0.8165
0.0572	7.7281	1762	0.6620	0.3390	0.6620	0.8136
0.0572	7.7368	1764	0.6576	0.3390	0.6576	0.8110
0.0572	7.7456	1766	0.6529	0.3390	0.6529	0.8080
0.0572	7.7544	1768	0.6501	0.3390	0.6501	0.8063
0.0572	7.7632	1770	0.6477	0.3390	0.6477	0.8048
0.0572	7.7719	1772	0.6446	0.3390	0.6446	0.8029
0.0572	7.7807	1774	0.6423	0.3390	0.6423	0.8014
0.0572	7.7895	1776	0.6402	0.3390	0.6402	0.8001
0.0572	7.7982	1778	0.6369	0.3390	0.6369	0.7981
0.0572	7.8070	1780	0.6326	0.3390	0.6326	0.7954
0.0572	7.8158	1782	0.6273	0.3390	0.6273	0.7920
0.0572	7.8246	1784	0.6248	0.3390	0.6248	0.7904
0.0572	7.8333	1786	0.6226	0.3390	0.6226	0.7890
0.0572	7.8421	1788	0.6213	0.3390	0.6213	0.7882
0.0572	7.8509	1790	0.6210	0.3390	0.6210	0.7880
0.0572	7.8596	1792	0.6168	0.1765	0.6168	0.7853
0.0572	7.8684	1794	0.6100	0.3390	0.6100	0.7810
0.0572	7.8772	1796	0.6042	0.3390	0.6042	0.7773
0.0572	7.8860	1798	0.6009	0.3390	0.6009	0.7752
0.0572	7.8947	1800	0.5995	0.3390	0.5995	0.7743
0.0572	7.9035	1802	0.5967	0.3390	0.5967	0.7725
0.0572	7.9123	1804	0.5960	0.3390	0.5960	0.7720
0.0572	7.9211	1806	0.5957	0.3390	0.5957	0.7718
0.0572	7.9298	1808	0.5958	0.3390	0.5958	0.7719
0.0572	7.9386	1810	0.5955	0.2967	0.5955	0.7717
0.0572	7.9474	1812	0.5939	0.2967	0.5939	0.7707
0.0572	7.9561	1814	0.5935	0.2967	0.5935	0.7704
0.0572	7.9649	1816	0.5964	0.2967	0.5964	0.7723
0.0572	7.9737	1818	0.6003	0.3390	0.6003	0.7748
0.0572	7.9825	1820	0.6062	0.3390	0.6062	0.7786
0.0572	7.9912	1822	0.6104	0.3390	0.6104	0.7813
0.0572	8.0	1824	0.6139	0.3390	0.6139	0.7835
0.0572	8.0088	1826	0.6189	0.3390	0.6189	0.7867
0.0572	8.0175	1828	0.6209	0.1765	0.6209	0.7880
0.0572	8.0263	1830	0.6216	0.1765	0.6216	0.7884
0.0572	8.0351	1832	0.6213	0.1765	0.6213	0.7882
0.0572	8.0439	1834	0.6182	0.1765	0.6182	0.7863
0.0572	8.0526	1836	0.6148	0.3390	0.6148	0.7841
0.0572	8.0614	1838	0.6109	0.3390	0.6109	0.7816
0.0572	8.0702	1840	0.6096	0.3390	0.6096	0.7808
0.0572	8.0789	1842	0.6083	0.3390	0.6083	0.7800
0.0572	8.0877	1844	0.6074	0.3390	0.6074	0.7794
0.0572	8.0965	1846	0.6071	0.3390	0.6071	0.7792
0.0572	8.1053	1848	0.6074	0.3390	0.6074	0.7794
0.0572	8.1140	1850	0.6071	0.3390	0.6071	0.7792
0.0572	8.1228	1852	0.6087	0.3390	0.6087	0.7802
0.0572	8.1316	1854	0.6139	0.3390	0.6139	0.7835
0.0572	8.1404	1856	0.6171	0.3390	0.6171	0.7856
0.0572	8.1491	1858	0.6194	0.3390	0.6194	0.7870
0.0572	8.1579	1860	0.6204	0.3390	0.6204	0.7876
0.0572	8.1667	1862	0.6228	0.3390	0.6228	0.7891
0.0572	8.1754	1864	0.6248	0.3390	0.6248	0.7904
0.0572	8.1842	1866	0.6279	0.3390	0.6279	0.7924
0.0572	8.1930	1868	0.6301	0.3390	0.6301	0.7938
0.0572	8.2018	1870	0.6277	0.3390	0.6277	0.7923
0.0572	8.2105	1872	0.6247	0.3390	0.6247	0.7904
0.0572	8.2193	1874	0.6200	0.3390	0.6200	0.7874
0.0572	8.2281	1876	0.6164	0.3390	0.6164	0.7851
0.0572	8.2368	1878	0.6117	0.3390	0.6117	0.7821
0.0572	8.2456	1880	0.6094	0.3390	0.6094	0.7807
0.0572	8.2544	1882	0.6116	0.3390	0.6116	0.7821
0.0572	8.2632	1884	0.6077	0.3467	0.6077	0.7796
0.0572	8.2719	1886	0.6031	0.3467	0.6031	0.7766
0.0572	8.2807	1888	0.5974	0.3467	0.5974	0.7729
0.0572	8.2895	1890	0.5935	0.3467	0.5935	0.7704
0.0572	8.2982	1892	0.5958	0.3467	0.5958	0.7719
0.0572	8.3070	1894	0.5994	0.3467	0.5994	0.7742
0.0572	8.3158	1896	0.6070	0.3467	0.6070	0.7791
0.0572	8.3246	1898	0.6172	0.1978	0.6172	0.7857
0.0572	8.3333	1900	0.6256	0.1409	0.6256	0.7910
0.0572	8.3421	1902	0.6304	0.1409	0.6304	0.7940
0.0572	8.3509	1904	0.6374	0.0828	0.6374	0.7984
0.0572	8.3596	1906	0.6443	0.0828	0.6443	0.8027
0.0572	8.3684	1908	0.6506	0.0828	0.6506	0.8066
0.0572	8.3772	1910	0.6556	0.0828	0.6556	0.8097
0.0572	8.3860	1912	0.6589	0.0828	0.6589	0.8117
0.0572	8.3947	1914	0.6642	0.0503	0.6642	0.8150
0.0572	8.4035	1916	0.6697	0.0503	0.6697	0.8183
0.0572	8.4123	1918	0.6723	0.0503	0.6723	0.8199
0.0572	8.4211	1920	0.6723	0.0503	0.6723	0.8199
0.0572	8.4298	1922	0.6680	0.1141	0.6680	0.8173
0.0572	8.4386	1924	0.6628	0.1765	0.6628	0.8141
0.0572	8.4474	1926	0.6577	0.3390	0.6577	0.8110
0.0572	8.4561	1928	0.6530	0.3390	0.6530	0.8081
0.0572	8.4649	1930	0.6512	0.3390	0.6512	0.8069
0.0572	8.4737	1932	0.6495	0.3390	0.6495	0.8059
0.0572	8.4825	1934	0.6478	0.3390	0.6478	0.8048
0.0572	8.4912	1936	0.6477	0.3390	0.6477	0.8048
0.0572	8.5	1938	0.6478	0.3390	0.6478	0.8049
0.0572	8.5088	1940	0.6475	0.3390	0.6475	0.8047
0.0572	8.5175	1942	0.6459	0.3390	0.6459	0.8037
0.0572	8.5263	1944	0.6437	0.3390	0.6437	0.8023
0.0572	8.5351	1946	0.6422	0.3390	0.6422	0.8014
0.0572	8.5439	1948	0.6405	0.3390	0.6405	0.8003
0.0572	8.5526	1950	0.6375	0.3390	0.6375	0.7984
0.0572	8.5614	1952	0.6342	0.3390	0.6342	0.7964
0.0572	8.5702	1954	0.6317	0.3390	0.6317	0.7948
0.0572	8.5789	1956	0.6297	0.2967	0.6297	0.7935
0.0572	8.5877	1958	0.6292	0.2553	0.6292	0.7932
0.0572	8.5965	1960	0.6317	0.2553	0.6317	0.7948
0.0572	8.6053	1962	0.6356	0.2967	0.6356	0.7972
0.0572	8.6140	1964	0.6391	0.3390	0.6391	0.7994
0.0572	8.6228	1966	0.6445	0.3390	0.6445	0.8028
0.0572	8.6316	1968	0.6514	0.3390	0.6514	0.8071
0.0572	8.6404	1970	0.6565	0.3390	0.6565	0.8102
0.0572	8.6491	1972	0.6618	0.2794	0.6618	0.8135
0.0572	8.6579	1974	0.6661	0.1141	0.6661	0.8162
0.0572	8.6667	1976	0.6705	0.1141	0.6705	0.8188
0.0572	8.6754	1978	0.6721	0.1141	0.6721	0.8198
0.0572	8.6842	1980	0.6708	0.1141	0.6708	0.8190
0.0572	8.6930	1982	0.6695	0.1141	0.6695	0.8182
0.0572	8.7018	1984	0.6658	0.1141	0.6658	0.8160
0.0572	8.7105	1986	0.6624	0.1141	0.6624	0.8139
0.0572	8.7193	1988	0.6600	0.1141	0.6600	0.8124
0.0572	8.7281	1990	0.6568	0.1141	0.6568	0.8104
0.0572	8.7368	1992	0.6531	0.1141	0.6531	0.8082
0.0572	8.7456	1994	0.6495	0.1141	0.6495	0.8059
0.0572	8.7544	1996	0.6434	0.1141	0.6434	0.8021
0.0572	8.7632	1998	0.6364	0.3390	0.6364	0.7978
0.0492	8.7719	2000	0.6307	0.3390	0.6307	0.7942
0.0492	8.7807	2002	0.6259	0.3390	0.6259	0.7911
0.0492	8.7895	2004	0.6228	0.3390	0.6228	0.7892
0.0492	8.7982	2006	0.6212	0.3390	0.6212	0.7882
0.0492	8.8070	2008	0.6215	0.3390	0.6215	0.7884
0.0492	8.8158	2010	0.6219	0.3390	0.6219	0.7886
0.0492	8.8246	2012	0.6216	0.3390	0.6216	0.7884
0.0492	8.8333	2014	0.6223	0.3390	0.6223	0.7888
0.0492	8.8421	2016	0.6223	0.3390	0.6223	0.7889
0.0492	8.8509	2018	0.6222	0.3390	0.6222	0.7888
0.0492	8.8596	2020	0.6235	0.3390	0.6235	0.7896
0.0492	8.8684	2022	0.6239	0.3390	0.6239	0.7899
0.0492	8.8772	2024	0.6239	0.3390	0.6239	0.7899
0.0492	8.8860	2026	0.6233	0.3390	0.6233	0.7895
0.0492	8.8947	2028	0.6232	0.3390	0.6232	0.7894
0.0492	8.9035	2030	0.6244	0.3390	0.6244	0.7902
0.0492	8.9123	2032	0.6266	0.3390	0.6266	0.7916
0.0492	8.9211	2034	0.6276	0.3390	0.6276	0.7922
0.0492	8.9298	2036	0.6284	0.3390	0.6284	0.7927
0.0492	8.9386	2038	0.6281	0.3390	0.6281	0.7925
0.0492	8.9474	2040	0.6286	0.3390	0.6286	0.7928
0.0492	8.9561	2042	0.6285	0.3390	0.6285	0.7928
0.0492	8.9649	2044	0.6294	0.3390	0.6294	0.7934
0.0492	8.9737	2046	0.6295	0.3390	0.6295	0.7934
0.0492	8.9825	2048	0.6282	0.3390	0.6282	0.7926
0.0492	8.9912	2050	0.6278	0.3390	0.6278	0.7924
0.0492	9.0	2052	0.6275	0.3390	0.6275	0.7921
0.0492	9.0088	2054	0.6274	0.3390	0.6274	0.7921
0.0492	9.0175	2056	0.6261	0.3390	0.6261	0.7913
0.0492	9.0263	2058	0.6253	0.3390	0.6253	0.7908
0.0492	9.0351	2060	0.6247	0.3390	0.6247	0.7904
0.0492	9.0439	2062	0.6258	0.3390	0.6258	0.7910
0.0492	9.0526	2064	0.6274	0.3390	0.6274	0.7921
0.0492	9.0614	2066	0.6305	0.3390	0.6305	0.7940
0.0492	9.0702	2068	0.6330	0.3390	0.6330	0.7956
0.0492	9.0789	2070	0.6352	0.3390	0.6352	0.7970
0.0492	9.0877	2072	0.6381	0.3390	0.6381	0.7988
0.0492	9.0965	2074	0.6413	0.1141	0.6413	0.8008
0.0492	9.1053	2076	0.6433	0.1141	0.6433	0.8021
0.0492	9.1140	2078	0.6452	0.1141	0.6452	0.8032
0.0492	9.1228	2080	0.6476	0.1141	0.6476	0.8047
0.0492	9.1316	2082	0.6492	0.1141	0.6492	0.8057
0.0492	9.1404	2084	0.6511	0.1141	0.6511	0.8069
0.0492	9.1491	2086	0.6517	0.1141	0.6517	0.8073
0.0492	9.1579	2088	0.6521	0.1409	0.6521	0.8075
0.0492	9.1667	2090	0.6528	0.1409	0.6528	0.8079
0.0492	9.1754	2092	0.6556	0.1409	0.6556	0.8097
0.0492	9.1842	2094	0.6584	0.1409	0.6584	0.8114
0.0492	9.1930	2096	0.6591	0.1409	0.6591	0.8119
0.0492	9.2018	2098	0.6574	0.1409	0.6574	0.8108
0.0492	9.2105	2100	0.6553	0.1409	0.6553	0.8095
0.0492	9.2193	2102	0.6530	0.1141	0.6530	0.8081
0.0492	9.2281	2104	0.6508	0.1141	0.6508	0.8067
0.0492	9.2368	2106	0.6491	0.1141	0.6491	0.8057
0.0492	9.2456	2108	0.6479	0.1141	0.6479	0.8049
0.0492	9.2544	2110	0.6467	0.1141	0.6467	0.8042
0.0492	9.2632	2112	0.6460	0.1141	0.6460	0.8038
0.0492	9.2719	2114	0.6448	0.1141	0.6448	0.8030
0.0492	9.2807	2116	0.6439	0.1141	0.6439	0.8025
0.0492	9.2895	2118	0.6426	0.2794	0.6426	0.8016
0.0492	9.2982	2120	0.6409	0.3390	0.6409	0.8006
0.0492	9.3070	2122	0.6398	0.3390	0.6398	0.7999
0.0492	9.3158	2124	0.6390	0.3390	0.6390	0.7994
0.0492	9.3246	2126	0.6380	0.3390	0.6380	0.7987
0.0492	9.3333	2128	0.6365	0.3390	0.6365	0.7978
0.0492	9.3421	2130	0.6357	0.3390	0.6357	0.7973
0.0492	9.3509	2132	0.6357	0.3390	0.6357	0.7973
0.0492	9.3596	2134	0.6359	0.3390	0.6359	0.7974
0.0492	9.3684	2136	0.6371	0.2794	0.6371	0.7982
0.0492	9.3772	2138	0.6392	0.1141	0.6392	0.7995
0.0492	9.3860	2140	0.6426	0.1141	0.6426	0.8016
0.0492	9.3947	2142	0.6465	0.1141	0.6465	0.8041
0.0492	9.4035	2144	0.6505	0.1141	0.6505	0.8065
0.0492	9.4123	2146	0.6532	0.1141	0.6532	0.8082
0.0492	9.4211	2148	0.6554	0.1409	0.6554	0.8095
0.0492	9.4298	2150	0.6559	0.1409	0.6559	0.8099
0.0492	9.4386	2152	0.6561	0.1409	0.6561	0.8100
0.0492	9.4474	2154	0.6555	0.1409	0.6555	0.8096
0.0492	9.4561	2156	0.6541	0.1409	0.6541	0.8088
0.0492	9.4649	2158	0.6547	0.1409	0.6547	0.8091
0.0492	9.4737	2160	0.6558	0.1409	0.6558	0.8098
0.0492	9.4825	2162	0.6556	0.1409	0.6556	0.8097
0.0492	9.4912	2164	0.6556	0.1409	0.6556	0.8097
0.0492	9.5	2166	0.6558	0.1409	0.6558	0.8098
0.0492	9.5088	2168	0.6567	0.1409	0.6567	0.8103
0.0492	9.5175	2170	0.6574	0.1409	0.6574	0.8108
0.0492	9.5263	2172	0.6580	0.0828	0.6580	0.8112
0.0492	9.5351	2174	0.6597	0.0828	0.6597	0.8122
0.0492	9.5439	2176	0.6610	0.0828	0.6610	0.8130
0.0492	9.5526	2178	0.6616	0.0828	0.6616	0.8134
0.0492	9.5614	2180	0.6622	0.0828	0.6622	0.8137
0.0492	9.5702	2182	0.6633	0.0828	0.6633	0.8145
0.0492	9.5789	2184	0.6647	0.0828	0.6647	0.8153
0.0492	9.5877	2186	0.6659	0.0828	0.6659	0.8160
0.0492	9.5965	2188	0.6661	0.0828	0.6661	0.8161
0.0492	9.6053	2190	0.6664	0.0828	0.6664	0.8163
0.0492	9.6140	2192	0.6670	0.0828	0.6670	0.8167
0.0492	9.6228	2194	0.6669	0.0828	0.6669	0.8167
0.0492	9.6316	2196	0.6660	0.0828	0.6660	0.8161
0.0492	9.6404	2198	0.6647	0.1141	0.6647	0.8153
0.0492	9.6491	2200	0.6638	0.1141	0.6638	0.8147
0.0492	9.6579	2202	0.6629	0.1141	0.6629	0.8142
0.0492	9.6667	2204	0.6625	0.1141	0.6625	0.8139
0.0492	9.6754	2206	0.6622	0.1141	0.6622	0.8138
0.0492	9.6842	2208	0.6628	0.1141	0.6628	0.8141
0.0492	9.6930	2210	0.6628	0.1141	0.6628	0.8141
0.0492	9.7018	2212	0.6632	0.1141	0.6632	0.8144
0.0492	9.7105	2214	0.6638	0.1141	0.6638	0.8148
0.0492	9.7193	2216	0.6642	0.1141	0.6642	0.8150
0.0492	9.7281	2218	0.6640	0.1141	0.6640	0.8149
0.0492	9.7368	2220	0.6643	0.1141	0.6643	0.8150
0.0492	9.7456	2222	0.6644	0.1141	0.6644	0.8151
0.0492	9.7544	2224	0.6645	0.1141	0.6645	0.8152
0.0492	9.7632	2226	0.6645	0.1141	0.6645	0.8152
0.0492	9.7719	2228	0.6645	0.1141	0.6645	0.8152
0.0492	9.7807	2230	0.6645	0.1141	0.6645	0.8152
0.0492	9.7895	2232	0.6646	0.1141	0.6646	0.8152
0.0492	9.7982	2234	0.6647	0.1141	0.6647	0.8153
0.0492	9.8070	2236	0.6646	0.1141	0.6646	0.8153
0.0492	9.8158	2238	0.6646	0.1141	0.6646	0.8153
0.0492	9.8246	2240	0.6643	0.1141	0.6643	0.8150
0.0492	9.8333	2242	0.6644	0.1141	0.6644	0.8151
0.0492	9.8421	2244	0.6645	0.1141	0.6645	0.8152
0.0492	9.8509	2246	0.6648	0.1141	0.6648	0.8153
0.0492	9.8596	2248	0.6650	0.1141	0.6650	0.8155
0.0492	9.8684	2250	0.6652	0.1141	0.6652	0.8156
0.0492	9.8772	2252	0.6653	0.1141	0.6653	0.8157
0.0492	9.8860	2254	0.6654	0.1141	0.6654	0.8157
0.0492	9.8947	2256	0.6657	0.1141	0.6657	0.8159
0.0492	9.9035	2258	0.6657	0.1141	0.6657	0.8159
0.0492	9.9123	2260	0.6656	0.1141	0.6656	0.8158
0.0492	9.9211	2262	0.6655	0.1141	0.6655	0.8158
0.0492	9.9298	2264	0.6653	0.1141	0.6653	0.8156
0.0492	9.9386	2266	0.6650	0.1141	0.6650	0.8155
0.0492	9.9474	2268	0.6648	0.1141	0.6648	0.8154
0.0492	9.9561	2270	0.6647	0.1141	0.6647	0.8153
0.0492	9.9649	2272	0.6646	0.1141	0.6646	0.8152
0.0492	9.9737	2274	0.6646	0.1141	0.6646	0.8152
0.0492	9.9825	2276	0.6645	0.1141	0.6645	0.8152
0.0492	9.9912	2278	0.6645	0.1141	0.6645	0.8152
0.0492	10.0	2280	0.6645	0.1141	0.6645	0.8152

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 19, 2024
Updated: Nov 19, 2024