Arabic_FineTuningAraBERT_AugV4_k35_task2_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k35_task2_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k35_task2_organization_fold1 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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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 16, 2024
Updated: Nov 16, 2024
SHA: 7a6b8b1d

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k35_task2_organization_fold1

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

Loss: 0.7001
Qwk: 0.5135
Mse: 0.7001
Rmse: 0.8367

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	0.0038	2	6.8647	0.0	6.8647	2.6201
No log	0.0076	4	4.4916	-0.0714	4.4916	2.1193
No log	0.0115	6	3.1331	0.0377	3.1331	1.7701
No log	0.0153	8	1.8491	0.1148	1.8491	1.3598
No log	0.0191	10	0.9487	0.0	0.9487	0.9740
No log	0.0229	12	0.5990	0.0426	0.5990	0.7739
No log	0.0268	14	0.5338	0.0816	0.5338	0.7306
No log	0.0306	16	0.5752	0.2909	0.5752	0.7584
No log	0.0344	18	0.6674	0.2105	0.6674	0.8170
No log	0.0382	20	0.6493	0.1923	0.6493	0.8058
No log	0.0421	22	1.2731	0.0727	1.2731	1.1283
No log	0.0459	24	1.3176	0.0182	1.3176	1.1479
No log	0.0497	26	1.1978	-0.0235	1.1978	1.0945
No log	0.0535	28	0.9123	0.1600	0.9123	0.9551
No log	0.0574	30	0.7349	0.0	0.7349	0.8573
No log	0.0612	32	0.7093	0.1600	0.7093	0.8422
No log	0.0650	34	0.9346	0.2286	0.9346	0.9668
No log	0.0688	36	1.2152	0.1474	1.2152	1.1024
No log	0.0727	38	1.4540	0.1000	1.4540	1.2058
No log	0.0765	40	1.3642	0.1273	1.3642	1.1680
No log	0.0803	42	1.0952	0.1600	1.0952	1.0465
No log	0.0841	44	0.7731	0.2000	0.7731	0.8793
No log	0.0880	46	0.5832	0.0870	0.5832	0.7636
No log	0.0918	48	0.5600	0.2041	0.5600	0.7483
No log	0.0956	50	0.5489	0.2800	0.5489	0.7409
No log	0.0994	52	0.5859	0.2500	0.5859	0.7654
No log	0.1033	54	0.6909	0.2727	0.6909	0.8312
No log	0.1071	56	0.6593	0.2727	0.6593	0.8119
No log	0.1109	58	0.6338	0.3684	0.6338	0.7961
No log	0.1147	60	0.5498	0.3662	0.5498	0.7415
No log	0.1185	62	0.4521	0.5063	0.4521	0.6724
No log	0.1224	64	0.5073	0.4156	0.5073	0.7123
No log	0.1262	66	0.4660	0.4615	0.4660	0.6827
No log	0.1300	68	0.4972	0.4156	0.4972	0.7051
No log	0.1338	70	0.6382	0.4156	0.6382	0.7988
No log	0.1377	72	0.7493	0.3704	0.7493	0.8656
No log	0.1415	74	0.6940	0.3684	0.6940	0.8331
No log	0.1453	76	0.5286	0.3684	0.5286	0.7271
No log	0.1491	78	0.4649	0.4878	0.4649	0.6818
No log	0.1530	80	0.5042	0.4444	0.5042	0.7101
No log	0.1568	82	0.6772	0.2785	0.6772	0.8229
No log	0.1606	84	0.9463	0.3704	0.9463	0.9728
No log	0.1644	86	0.9077	0.3704	0.9077	0.9527
No log	0.1683	88	0.7602	0.3684	0.7602	0.8719
No log	0.1721	90	0.5786	0.2785	0.5786	0.7607
No log	0.1759	92	0.4929	0.5063	0.4929	0.7021
No log	0.1797	94	0.5148	0.5063	0.5148	0.7175
No log	0.1836	96	0.5965	0.2683	0.5965	0.7723
No log	0.1874	98	0.7506	0.3077	0.7506	0.8664
No log	0.1912	100	0.9046	0.3684	0.9046	0.9511
No log	0.1950	102	0.9464	0.3684	0.9464	0.9728
No log	0.1989	104	0.8121	0.3377	0.8121	0.9012
No log	0.2027	106	0.6286	0.2683	0.6286	0.7929
No log	0.2065	108	0.6015	0.24	0.6015	0.7755
No log	0.2103	110	0.6066	0.2286	0.6066	0.7788
No log	0.2141	112	0.7136	0.2192	0.7136	0.8448
No log	0.2180	114	0.7927	0.3684	0.7927	0.8903
No log	0.2218	116	0.7256	0.25	0.7256	0.8518
No log	0.2256	118	0.8479	0.3684	0.8479	0.9208
No log	0.2294	120	0.8456	0.3684	0.8456	0.9196
No log	0.2333	122	0.8389	0.3684	0.8389	0.9159
No log	0.2371	124	0.6887	0.3200	0.6887	0.8299
No log	0.2409	126	0.6938	0.3684	0.6938	0.8329
No log	0.2447	128	0.8678	0.3377	0.8678	0.9316
No log	0.2486	130	0.8710	0.3377	0.8710	0.9333
No log	0.2524	132	0.9335	0.3377	0.9335	0.9662
No log	0.2562	134	0.8104	0.2308	0.8104	0.9002
No log	0.2600	136	0.6705	0.3077	0.6705	0.8188
No log	0.2639	138	0.7423	0.2500	0.7423	0.8615
No log	0.2677	140	0.9863	0.2683	0.9863	0.9931
No log	0.2715	142	1.1772	0.2105	1.1772	1.0850
No log	0.2753	144	1.0306	0.3377	1.0306	1.0152
No log	0.2792	146	0.9083	0.3014	0.9083	0.9531
No log	0.2830	148	0.9091	0.3014	0.9091	0.9535
No log	0.2868	150	1.0121	0.3721	1.0121	1.0061
No log	0.2906	152	0.9694	0.3023	0.9694	0.9846
No log	0.2945	154	0.8512	0.3143	0.8512	0.9226
No log	0.2983	156	0.7114	0.0870	0.7114	0.8435
No log	0.3021	158	0.7321	0.1081	0.7321	0.8556
No log	0.3059	160	0.8313	0.2286	0.8313	0.9117
No log	0.3098	162	0.7518	0.2817	0.7518	0.8670
No log	0.3136	164	0.7575	0.2154	0.7575	0.8704
No log	0.3174	166	0.8945	0.2286	0.8945	0.9458
No log	0.3212	168	0.9294	0.2286	0.9294	0.9641
No log	0.3250	170	0.9501	0.2286	0.9501	0.9747
No log	0.3289	172	1.3197	0.2991	1.3197	1.1488
No log	0.3327	174	1.5249	0.1148	1.5249	1.2349
No log	0.3365	176	1.2131	0.25	1.2131	1.1014
No log	0.3403	178	1.1036	0.1000	1.1036	1.0505
No log	0.3442	180	1.0111	0.2286	1.0111	1.0055
No log	0.3480	182	1.0490	0.1600	1.0490	1.0242
No log	0.3518	184	1.0740	0.0741	1.0740	1.0363
No log	0.3556	186	1.2629	0.0233	1.2629	1.1238
No log	0.3595	188	1.0448	0.1316	1.0448	1.0221
No log	0.3633	190	0.9957	0.2817	0.9957	0.9978
No log	0.3671	192	1.2668	0.0741	1.2668	1.1255
No log	0.3709	194	1.4227	0.1980	1.4227	1.1928
No log	0.3748	196	1.3532	0.2353	1.3532	1.1633
No log	0.3786	198	1.3783	0.2353	1.3783	1.1740
No log	0.3824	200	1.2252	0.0741	1.2252	1.1069
No log	0.3862	202	1.0021	0.1316	1.0021	1.0011
No log	0.3901	204	1.1285	0.1379	1.1285	1.0623
No log	0.3939	206	1.4592	0.2222	1.4592	1.2080
No log	0.3977	208	1.4756	0.2222	1.4756	1.2147
No log	0.4015	210	1.5954	0.2192	1.5954	1.2631
No log	0.4054	212	1.2820	0.2031	1.2820	1.1323
No log	0.4092	214	1.0867	0.2887	1.0867	1.0424
No log	0.4130	216	1.4061	0.2500	1.4061	1.1858
No log	0.4168	218	1.3772	0.2222	1.3772	1.1736
No log	0.4207	220	1.3081	0.2301	1.3081	1.1437
No log	0.4245	222	1.3202	0.1758	1.3202	1.1490
No log	0.4283	224	1.3176	0.0842	1.3176	1.1479
No log	0.4321	226	1.2657	0.0842	1.2657	1.1250
No log	0.4359	228	1.0843	0.0800	1.0843	1.0413
No log	0.4398	230	0.8525	0.2817	0.8525	0.9233
No log	0.4436	232	0.7430	0.2727	0.7430	0.8620
No log	0.4474	234	0.8957	0.2817	0.8957	0.9464
No log	0.4512	236	1.1736	0.2326	1.1736	1.0833
No log	0.4551	238	1.3036	0.1869	1.3036	1.1418
No log	0.4589	240	1.2484	0.2353	1.2484	1.1173
No log	0.4627	242	1.1878	0.2353	1.1878	1.0899
No log	0.4665	244	1.4422	0.125	1.4422	1.2009
No log	0.4704	246	1.4870	0.0727	1.4870	1.2194
No log	0.4742	248	1.2073	-0.0235	1.2073	1.0988
No log	0.4780	250	0.9475	0.0741	0.9475	0.9734
No log	0.4818	252	0.9043	0.25	0.9043	0.9510
No log	0.4857	254	1.0978	0.2581	1.0978	1.0478
No log	0.4895	256	1.5917	0.1857	1.5917	1.2616
No log	0.4933	258	1.6866	0.1242	1.6866	1.2987
No log	0.4971	260	1.2813	0.2105	1.2813	1.1320
No log	0.5010	262	1.0095	0.3377	1.0095	1.0047
No log	0.5048	264	0.7837	0.3014	0.7837	0.8853
No log	0.5086	266	0.7878	0.3014	0.7878	0.8876
No log	0.5124	268	0.9931	0.25	0.9931	0.9965
No log	0.5163	270	1.2044	0.2041	1.2044	1.0974
No log	0.5201	272	1.5082	0.1081	1.5082	1.2281
No log	0.5239	274	1.3348	0.1386	1.3348	1.1553
No log	0.5277	276	0.9511	0.25	0.9511	0.9752
No log	0.5315	278	0.6977	0.1972	0.6977	0.8353
No log	0.5354	280	0.6704	0.2059	0.6704	0.8188
No log	0.5392	282	0.7397	0.2105	0.7397	0.8600
No log	0.5430	284	1.0866	0.2222	1.0866	1.0424
No log	0.5468	286	1.3489	0.1207	1.3489	1.1614
No log	0.5507	288	1.2575	0.2353	1.2575	1.1214
No log	0.5545	290	1.0607	0.2222	1.0607	1.0299
No log	0.5583	292	0.9243	0.3377	0.9243	0.9614
No log	0.5621	294	0.9233	0.3846	0.9233	0.9609
No log	0.5660	296	1.1597	0.2826	1.1597	1.0769
No log	0.5698	298	1.2728	0.2826	1.2728	1.1282
No log	0.5736	300	1.3407	0.1176	1.3407	1.1579
No log	0.5774	302	1.1071	0.2826	1.1071	1.0522
No log	0.5813	304	0.9299	0.1972	0.9299	0.9643
No log	0.5851	306	0.9971	0.0250	0.9971	0.9985
No log	0.5889	308	1.2595	0.1176	1.2595	1.1223
No log	0.5927	310	1.4735	0.0571	1.4735	1.2139
No log	0.5966	312	1.3170	0.1474	1.3170	1.1476
No log	0.6004	314	1.1456	0.0250	1.1456	1.0703
No log	0.6042	316	0.9979	0.0250	0.9979	0.9990
No log	0.6080	318	1.0459	0.0250	1.0459	1.0227
No log	0.6119	320	0.9290	0.1039	0.9290	0.9639
No log	0.6157	322	1.0370	0.0488	1.0370	1.0183
No log	0.6195	324	1.2492	0.1522	1.2492	1.1177
No log	0.6233	326	1.5318	0.0690	1.5318	1.2377
No log	0.6272	328	1.6387	0.0690	1.6387	1.2801
No log	0.6310	330	1.4011	0.0690	1.4011	1.1837
No log	0.6348	332	1.2525	0.0625	1.2525	1.1192
No log	0.6386	334	1.2240	0.0625	1.2240	1.1063
No log	0.6424	336	0.9737	0.1972	0.9737	0.9868
No log	0.6463	338	0.7409	0.2059	0.7409	0.8608
No log	0.6501	340	0.7288	0.2609	0.7288	0.8537
No log	0.6539	342	0.8636	0.2817	0.8636	0.9293
No log	0.6577	344	1.2215	0.0250	1.2215	1.1052
No log	0.6616	346	1.4416	0.1509	1.4416	1.2007
No log	0.6654	348	1.2926	0.0842	1.2926	1.1369
No log	0.6692	350	0.9427	0.1818	0.9427	0.9709
No log	0.6730	352	0.8187	0.3014	0.8187	0.9048
No log	0.6769	354	0.7940	0.3333	0.7940	0.8911
No log	0.6807	356	0.8124	0.3333	0.8124	0.9013
No log	0.6845	358	0.9631	0.1750	0.9631	0.9814
No log	0.6883	360	1.0329	0.1750	1.0329	1.0163
No log	0.6922	362	0.9312	0.2410	0.9312	0.9650
No log	0.6960	364	0.9155	0.1538	0.9155	0.9568
No log	0.6998	366	0.9455	0.2308	0.9455	0.9724
No log	0.7036	368	1.0255	0.2364	1.0255	1.0127
No log	0.7075	370	1.1496	0.3208	1.1496	1.0722
No log	0.7113	372	1.2760	0.2435	1.2760	1.1296
No log	0.7151	374	1.2471	0.2136	1.2471	1.1167
No log	0.7189	376	1.0405	0.1379	1.0405	1.0200
No log	0.7228	378	0.7862	0.3014	0.7862	0.8867
No log	0.7266	380	0.6848	0.3662	0.6848	0.8276
No log	0.7304	382	0.6693	0.3014	0.6693	0.8181
No log	0.7342	384	0.6887	0.3143	0.6887	0.8299
No log	0.7380	386	0.7552	0.25	0.7552	0.8690
No log	0.7419	388	0.8223	0.25	0.8223	0.9068
No log	0.7457	390	0.8031	0.3200	0.8031	0.8962
No log	0.7495	392	0.7900	0.3200	0.7900	0.8888
No log	0.7533	394	0.7771	0.3846	0.7771	0.8815
No log	0.7572	396	0.8521	0.3514	0.8521	0.9231
No log	0.7610	398	0.9322	0.3846	0.9322	0.9655
No log	0.7648	400	0.8123	0.3514	0.8123	0.9013
No log	0.7686	402	0.7286	0.4	0.7286	0.8536
No log	0.7725	404	0.8260	0.25	0.8260	0.9089
No log	0.7763	406	1.0042	0.2500	1.0042	1.0021
No log	0.7801	408	1.0626	0.2500	1.0626	1.0308
No log	0.7839	410	1.0068	0.2222	1.0068	1.0034
No log	0.7878	412	0.8810	0.1818	0.8810	0.9386
No log	0.7916	414	0.7218	0.25	0.7218	0.8496
No log	0.7954	416	0.7164	0.25	0.7164	0.8464
No log	0.7992	418	0.7869	0.25	0.7869	0.8871
No log	0.8031	420	0.9850	0.2222	0.9850	0.9924
No log	0.8069	422	1.0759	0.2222	1.0759	1.0373
No log	0.8107	424	0.9541	0.2222	0.9541	0.9768
No log	0.8145	426	0.8071	0.4304	0.8071	0.8984
No log	0.8184	428	0.7297	0.2963	0.7297	0.8542
No log	0.8222	430	0.7193	0.3684	0.7193	0.8481
No log	0.8260	432	0.7648	0.4304	0.7648	0.8745
No log	0.8298	434	0.9631	0.2759	0.9631	0.9814
No log	0.8337	436	1.1270	0.3023	1.1270	1.0616
No log	0.8375	438	1.0495	0.3023	1.0495	1.0244
No log	0.8413	440	0.8793	0.2105	0.8793	0.9377
No log	0.8451	442	0.7898	0.2105	0.7898	0.8887
No log	0.8489	444	0.7359	0.2817	0.7359	0.8579
No log	0.8528	446	0.7789	0.3333	0.7789	0.8825
No log	0.8566	448	0.9754	0.2105	0.9754	0.9876
No log	0.8604	450	1.2024	0.1000	1.2024	1.0965
No log	0.8642	452	1.1671	0.1000	1.1671	1.0803
No log	0.8681	454	0.9497	0.1000	0.9497	0.9745
No log	0.8719	456	0.8582	0.2308	0.8582	0.9264
No log	0.8757	458	0.8614	0.2025	0.8614	0.9281
No log	0.8795	460	0.8537	0.2222	0.8537	0.9240
No log	0.8834	462	0.9538	0.2500	0.9538	0.9766
No log	0.8872	464	1.2213	0.3429	1.2213	1.1051
No log	0.8910	466	1.3650	0.2632	1.3650	1.1683
No log	0.8948	468	1.1754	0.3774	1.1754	1.0841
No log	0.8987	470	0.8987	0.2581	0.8987	0.9480
No log	0.9025	472	0.8070	0.2683	0.8070	0.8983
No log	0.9063	474	0.8682	0.3571	0.8682	0.9318
No log	0.9101	476	0.8727	0.3571	0.8727	0.9342
No log	0.9140	478	0.7835	0.3684	0.7835	0.8851
No log	0.9178	480	0.7787	0.3684	0.7787	0.8825
No log	0.9216	482	0.8363	0.4	0.8363	0.9145
No log	0.9254	484	0.8860	0.4	0.8860	0.9413
No log	0.9293	486	0.8639	0.3721	0.8639	0.9294
No log	0.9331	488	0.7911	0.3415	0.7911	0.8894
No log	0.9369	490	0.7497	0.3415	0.7497	0.8658
No log	0.9407	492	0.7192	0.2597	0.7192	0.8481
No log	0.9446	494	0.7403	0.2597	0.7403	0.8604
No log	0.9484	496	0.7395	0.2785	0.7395	0.8599
No log	0.9522	498	0.7829	0.2963	0.7829	0.8848
0.4606	0.9560	500	0.8084	0.2683	0.8084	0.8991
0.4606	0.9598	502	0.8593	0.2500	0.8593	0.9270
0.4606	0.9637	504	0.9019	0.4130	0.9019	0.9497
0.4606	0.9675	506	0.9173	0.475	0.9173	0.9578
0.4606	0.9713	508	0.7839	0.4	0.7839	0.8854
0.4606	0.9751	510	0.6428	0.3684	0.6428	0.8018
0.4606	0.9790	512	0.5794	0.4156	0.5794	0.7612
0.4606	0.9828	514	0.5732	0.3684	0.5732	0.7571
0.4606	0.9866	516	0.6075	0.3684	0.6075	0.7794
0.4606	0.9904	518	0.7084	0.3514	0.7084	0.8417
0.4606	0.9943	520	0.8908	0.3200	0.8908	0.9438
0.4606	0.9981	522	0.9694	0.1750	0.9694	0.9846
0.4606	1.0019	524	0.9841	0.1176	0.9841	0.9920
0.4606	1.0057	526	0.8886	0.1951	0.8886	0.9426
0.4606	1.0096	528	0.7590	0.475	0.7590	0.8712
0.4606	1.0134	530	0.7804	0.4304	0.7804	0.8834
0.4606	1.0172	532	0.8127	0.4304	0.8127	0.9015
0.4606	1.0210	534	0.8107	0.4304	0.8107	0.9004
0.4606	1.0249	536	0.7823	0.3514	0.7823	0.8845
0.4606	1.0287	538	0.8265	0.3514	0.8265	0.9091
0.4606	1.0325	540	0.8755	0.2410	0.8755	0.9357
0.4606	1.0363	542	0.8409	0.2500	0.8409	0.9170
0.4606	1.0402	544	0.8391	0.2500	0.8391	0.9160
0.4606	1.0440	546	0.9152	0.0964	0.9152	0.9567
0.4606	1.0478	548	1.0473	0.1176	1.0473	1.0234
0.4606	1.0516	550	1.0789	0.1176	1.0789	1.0387
0.4606	1.0554	552	1.0267	0.0250	1.0267	1.0133
0.4606	1.0593	554	0.9891	0.0250	0.9891	0.9945
0.4606	1.0631	556	0.8658	0.1039	0.8658	0.9305
0.4606	1.0669	558	0.9213	0.0488	0.9213	0.9599
0.4606	1.0707	560	1.0216	0.0488	1.0216	1.0107
0.4606	1.0746	562	0.9520	0.0488	0.9520	0.9757
0.4606	1.0784	564	0.9154	0.0964	0.9154	0.9568
0.4606	1.0822	566	0.8071	0.3200	0.8071	0.8984
0.4606	1.0860	568	0.7736	0.4304	0.7736	0.8795
0.4606	1.0899	570	0.8540	0.4156	0.8540	0.9241
0.4606	1.0937	572	0.9692	0.0964	0.9692	0.9845
0.4606	1.0975	574	1.1035	0.2364	1.1035	1.0505
0.4606	1.1013	576	1.0613	0.1818	1.0613	1.0302
0.4606	1.1052	578	0.9383	0.1429	0.9383	0.9686
0.4606	1.1090	580	0.8596	0.2785	0.8596	0.9272
0.4606	1.1128	582	0.8105	0.2785	0.8105	0.9003
0.4606	1.1166	584	0.8923	0.0488	0.8923	0.9446
0.4606	1.1205	586	0.8910	0.0488	0.8910	0.9439
0.4606	1.1243	588	0.7904	0.2308	0.7904	0.8890
0.4606	1.1281	590	0.7488	0.4474	0.7488	0.8653
0.4606	1.1319	592	0.8101	0.3704	0.8101	0.9001
0.4606	1.1358	594	0.9400	0.2308	0.9400	0.9695
0.4606	1.1396	596	1.2078	0.1308	1.2078	1.0990
0.4606	1.1434	598	1.2245	0.1176	1.2245	1.1066
0.4606	1.1472	600	1.0131	0.1818	1.0131	1.0065
0.4606	1.1511	602	0.8090	0.3250	0.8090	0.8994
0.4606	1.1549	604	0.7985	0.4	0.7985	0.8936
0.4606	1.1587	606	0.9180	0.1429	0.9180	0.9581
0.4606	1.1625	608	1.1384	0.1429	1.1384	1.0669
0.4606	1.1663	610	1.1272	0.0217	1.1272	1.0617
0.4606	1.1702	612	0.9645	0.0964	0.9645	0.9821
0.4606	1.1740	614	0.7845	0.3514	0.7845	0.8857
0.4606	1.1778	616	0.7533	0.3514	0.7533	0.8679
0.4606	1.1816	618	0.8267	0.2785	0.8267	0.9093
0.4606	1.1855	620	1.0494	0.0	1.0494	1.0244
0.4606	1.1893	622	1.3463	0.1964	1.3463	1.1603
0.4606	1.1931	624	1.3901	0.2051	1.3901	1.1790
0.4606	1.1969	626	1.1965	0.1333	1.1965	1.0939
0.4606	1.2008	628	0.9148	0.0964	0.9148	0.9564
0.4606	1.2046	630	0.7219	0.3514	0.7219	0.8496
0.4606	1.2084	632	0.6653	0.3836	0.6653	0.8156
0.4606	1.2122	634	0.6733	0.3333	0.6733	0.8206
0.4606	1.2161	636	0.7273	0.3514	0.7273	0.8528
0.4606	1.2199	638	0.8727	0.0964	0.8727	0.9342
0.4606	1.2237	640	1.1171	0.1935	1.1171	1.0569
0.4606	1.2275	642	1.2154	0.1980	1.2154	1.1025
0.4606	1.2314	644	1.1170	0.2424	1.1170	1.0569
0.4606	1.2352	646	0.8972	0.3514	0.8972	0.9472
0.4606	1.2390	648	0.7543	0.3250	0.7543	0.8685
0.4606	1.2428	650	0.7545	0.2895	0.7545	0.8686
0.4606	1.2467	652	0.7797	0.3250	0.7797	0.8830
0.4606	1.2505	654	0.8674	0.4	0.8674	0.9313
0.4606	1.2543	656	1.0783	0.0971	1.0783	1.0384
0.4606	1.2581	658	1.1565	0.0440	1.1565	1.0754
0.4606	1.2620	660	1.1044	0.0250	1.1044	1.0509
0.4606	1.2658	662	0.9534	0.0800	0.9534	0.9764
0.4606	1.2696	664	0.8416	0.0526	0.8416	0.9174
0.4606	1.2734	666	0.8305	0.1538	0.8305	0.9113
0.4606	1.2772	668	0.9188	0.1538	0.9188	0.9586
0.4606	1.2811	670	1.0160	0.0964	1.0160	1.0080
0.4606	1.2849	672	1.0721	0.0964	1.0721	1.0354
0.4606	1.2887	674	1.1144	0.0964	1.1144	1.0557
0.4606	1.2925	676	1.1306	0.0964	1.1306	1.0633
0.4606	1.2964	678	1.1960	0.0	1.1960	1.0936
0.4606	1.3002	680	1.0960	0.0	1.0960	1.0469
0.4606	1.3040	682	1.0270	0.0	1.0270	1.0134
0.4606	1.3078	684	0.9940	0.0488	0.9940	0.9970
0.4606	1.3117	686	1.0072	0.0964	1.0072	1.0036
0.4606	1.3155	688	0.9429	0.0964	0.9429	0.9710
0.4606	1.3193	690	0.8651	0.3377	0.8651	0.9301
0.4606	1.3231	692	0.8472	0.3377	0.8472	0.9205
0.4606	1.3270	694	0.9152	0.1000	0.9152	0.9567
0.4606	1.3308	696	1.0585	0.0930	1.0585	1.0288
0.4606	1.3346	698	1.0478	0.0930	1.0478	1.0236
0.4606	1.3384	700	0.8882	0.1538	0.8882	0.9424
0.4606	1.3423	702	0.7961	0.2895	0.7961	0.8923
0.4606	1.3461	704	0.8266	0.2895	0.8266	0.9092
0.4606	1.3499	706	0.9221	0.2025	0.9221	0.9602
0.4606	1.3537	708	0.9922	0.0964	0.9922	0.9961
0.4606	1.3576	710	0.9947	0.0488	0.9947	0.9973
0.4606	1.3614	712	1.0007	0.0	1.0007	1.0004
0.4606	1.3652	714	0.8518	0.3014	0.8518	0.9229
0.4606	1.3690	716	0.8136	0.3514	0.8136	0.9020
0.4606	1.3728	718	0.7404	0.3377	0.7404	0.8605
0.4606	1.3767	720	0.7531	0.3377	0.7531	0.8678
0.4606	1.3805	722	0.8667	0.1538	0.8667	0.9310
0.4606	1.3843	724	1.0156	0.0488	1.0156	1.0078
0.4606	1.3881	726	1.0048	0.0964	1.0048	1.0024
0.4606	1.3920	728	0.8749	0.1951	0.8749	0.9354
0.4606	1.3958	730	0.8237	0.4000	0.8237	0.9076
0.4606	1.3996	732	0.8187	0.4000	0.8187	0.9048
0.4606	1.4034	734	0.8532	0.2410	0.8532	0.9237
0.4606	1.4073	736	0.8818	0.2500	0.8818	0.9390
0.4606	1.4111	738	0.8465	0.2025	0.8465	0.9201
0.4606	1.4149	740	0.7650	0.4474	0.7650	0.8746
0.4606	1.4187	742	0.7123	0.4474	0.7123	0.8439
0.4606	1.4226	744	0.6919	0.4935	0.6919	0.8318
0.4606	1.4264	746	0.7041	0.4935	0.7041	0.8391
0.4606	1.4302	748	0.7798	0.3514	0.7798	0.8831
0.4606	1.4340	750	0.8969	0.1538	0.8969	0.9470
0.4606	1.4379	752	0.8999	0.1538	0.8999	0.9486
0.4606	1.4417	754	0.8414	0.1538	0.8414	0.9173
0.4606	1.4455	756	0.7756	0.4935	0.7756	0.8807
0.4606	1.4493	758	0.7459	0.4935	0.7459	0.8636
0.4606	1.4532	760	0.7631	0.3415	0.7631	0.8735
0.4606	1.4570	762	0.8555	0.3133	0.8555	0.9250
0.4606	1.4608	764	0.8875	0.3133	0.8875	0.9421
0.4606	1.4646	766	0.9250	0.1882	0.9250	0.9618
0.4606	1.4685	768	0.9929	0.2979	0.9929	0.9964
0.4606	1.4723	770	1.0134	0.2826	1.0134	1.0067
0.4606	1.4761	772	1.0400	0.1573	1.0400	1.0198
0.4606	1.4799	774	0.9844	0.1538	0.9844	0.9922
0.4606	1.4837	776	0.8903	0.1538	0.8903	0.9435
0.4606	1.4876	778	0.7449	0.3514	0.7449	0.8631
0.4606	1.4914	780	0.6814	0.4474	0.6814	0.8255
0.4606	1.4952	782	0.6636	0.4000	0.6636	0.8146
0.4606	1.4990	784	0.6729	0.4000	0.6729	0.8203
0.4606	1.5029	786	0.7046	0.4935	0.7046	0.8394
0.4606	1.5067	788	0.7619	0.2963	0.7619	0.8729
0.4606	1.5105	790	0.7738	0.2963	0.7738	0.8796
0.4606	1.5143	792	0.7551	0.4474	0.7551	0.8690
0.4606	1.5182	794	0.7499	0.4474	0.7499	0.8660
0.4606	1.5220	796	0.7736	0.3377	0.7736	0.8795
0.4606	1.5258	798	0.8075	0.3846	0.8075	0.8986
0.4606	1.5296	800	0.8172	0.4474	0.8172	0.9040
0.4606	1.5335	802	0.7798	0.4935	0.7798	0.8830
0.4606	1.5373	804	0.7754	0.4	0.7754	0.8806
0.4606	1.5411	806	0.8150	0.3014	0.8150	0.9028
0.4606	1.5449	808	0.8256	0.3014	0.8256	0.9087
0.4606	1.5488	810	0.8906	0.1538	0.8906	0.9437
0.4606	1.5526	812	0.9073	0.1573	0.9073	0.9525
0.4606	1.5564	814	0.8989	0.1538	0.8989	0.9481
0.4606	1.5602	816	0.8340	0.1538	0.8340	0.9133
0.4606	1.5641	818	0.7896	0.3014	0.7896	0.8886
0.4606	1.5679	820	0.8277	0.1538	0.8277	0.9098
0.4606	1.5717	822	0.9271	0.1818	0.9271	0.9629
0.4606	1.5755	824	0.9372	0.1818	0.9372	0.9681
0.4606	1.5793	826	0.8886	0.1538	0.8886	0.9426
0.4606	1.5832	828	0.7873	0.3014	0.7873	0.8873
0.4606	1.5870	830	0.7753	0.4	0.7753	0.8805
0.4606	1.5908	832	0.8346	0.2025	0.8346	0.9136
0.4606	1.5946	834	0.8807	0.2025	0.8807	0.9385
0.4606	1.5985	836	0.9771	0.2857	0.9771	0.9885
0.4606	1.6023	838	0.9980	0.2737	0.9980	0.9990
0.4606	1.6061	840	0.9520	0.2857	0.9520	0.9757
0.4606	1.6099	842	0.8354	0.2963	0.8354	0.9140
0.4606	1.6138	844	0.7321	0.4156	0.7321	0.8556
0.4606	1.6176	846	0.7170	0.4474	0.7170	0.8467
0.4606	1.6214	848	0.7220	0.3514	0.7220	0.8497
0.4606	1.6252	850	0.7898	0.2025	0.7898	0.8887
0.4606	1.6291	852	0.7700	0.2025	0.7700	0.8775
0.4606	1.6329	854	0.7469	0.2500	0.7469	0.8642
0.4606	1.6367	856	0.7417	0.3415	0.7417	0.8612
0.4606	1.6405	858	0.7729	0.3415	0.7729	0.8792
0.4606	1.6444	860	0.7661	0.2963	0.7661	0.8753
0.4606	1.6482	862	0.7645	0.2500	0.7645	0.8744
0.4606	1.6520	864	0.7988	0.3294	0.7988	0.8938
0.4606	1.6558	866	0.7898	0.2500	0.7898	0.8887
0.4606	1.6597	868	0.7633	0.2500	0.7633	0.8737
0.4606	1.6635	870	0.8297	0.2857	0.8297	0.9109
0.4606	1.6673	872	0.8529	0.2857	0.8529	0.9235
0.4606	1.6711	874	0.8857	0.2410	0.8857	0.9411
0.4606	1.6750	876	0.8479	0.2857	0.8479	0.9208
0.4606	1.6788	878	0.7454	0.3415	0.7454	0.8633
0.4606	1.6826	880	0.7178	0.5385	0.7178	0.8472
0.4606	1.6864	882	0.7361	0.3855	0.7361	0.8580
0.4606	1.6902	884	0.7853	0.2500	0.7853	0.8862
0.4606	1.6941	886	0.8680	0.3294	0.8680	0.9317
0.4606	1.6979	888	0.9277	0.2247	0.9277	0.9632
0.4606	1.7017	890	0.8536	0.3294	0.8536	0.9239
0.4606	1.7055	892	0.7831	0.2963	0.7831	0.8849
0.4606	1.7094	894	0.7477	0.3415	0.7477	0.8647
0.4606	1.7132	896	0.7345	0.3415	0.7345	0.8571
0.4606	1.7170	898	0.7528	0.3855	0.7528	0.8677
0.4606	1.7208	900	0.8011	0.3855	0.8011	0.8951
0.4606	1.7247	902	0.8841	0.3855	0.8841	0.9403
0.4606	1.7285	904	0.9191	0.3855	0.9191	0.9587
0.4606	1.7323	906	0.8836	0.3855	0.8836	0.9400
0.4606	1.7361	908	0.8220	0.2857	0.8220	0.9066
0.4606	1.7400	910	0.7996	0.3855	0.7996	0.8942
0.4606	1.7438	912	0.8069	0.3415	0.8069	0.8983
0.4606	1.7476	914	0.7592	0.3855	0.7592	0.8713
0.4606	1.7514	916	0.7301	0.3855	0.7301	0.8545
0.4606	1.7553	918	0.7139	0.4000	0.7139	0.8449
0.4606	1.7591	920	0.7472	0.4000	0.7472	0.8644
0.4606	1.7629	922	0.8164	0.2588	0.8164	0.9036
0.4606	1.7667	924	0.9104	0.2857	0.9104	0.9541
0.4606	1.7706	926	0.9455	0.2857	0.9455	0.9724
0.4606	1.7744	928	0.9270	0.2857	0.9270	0.9628
0.4606	1.7782	930	0.8953	0.3448	0.8953	0.9462
0.4606	1.7820	932	0.8528	0.3448	0.8528	0.9235
0.4606	1.7859	934	0.8215	0.3182	0.8215	0.9064
0.4606	1.7897	936	0.8049	0.3448	0.8049	0.8972
0.4606	1.7935	938	0.8165	0.3448	0.8165	0.9036
0.4606	1.7973	940	0.8499	0.4000	0.8499	0.9219
0.4606	1.8011	942	0.8541	0.4146	0.8541	0.9242
0.4606	1.8050	944	0.8612	0.3294	0.8612	0.9280
0.4606	1.8088	946	0.8013	0.4474	0.8013	0.8952
0.4606	1.8126	948	0.7620	0.4935	0.7620	0.8729
0.4606	1.8164	950	0.7510	0.4935	0.7510	0.8666
0.4606	1.8203	952	0.7993	0.2500	0.7993	0.8941
0.4606	1.8241	954	0.8851	0.1429	0.8851	0.9408
0.4606	1.8279	956	0.9404	0.1687	0.9404	0.9698
0.4606	1.8317	958	0.9123	0.1220	0.9123	0.9551
0.4606	1.8356	960	0.8170	0.2222	0.8170	0.9039
0.4606	1.8394	962	0.7470	0.4304	0.7470	0.8643
0.4606	1.8432	964	0.7371	0.4324	0.7371	0.8586
0.4606	1.8470	966	0.7880	0.1750	0.7880	0.8877
0.4606	1.8509	968	0.9409	0.1220	0.9409	0.9700
0.4606	1.8547	970	1.1632	0.0250	1.1632	1.0785
0.4606	1.8585	972	1.2831	0.0471	1.2831	1.1327
0.4606	1.8623	974	1.1903	0.0471	1.1903	1.0910
0.4606	1.8662	976	1.0260	0.0250	1.0260	1.0129
0.4606	1.8700	978	0.9085	0.0741	0.9085	0.9532
0.4606	1.8738	980	0.8850	0.0741	0.8850	0.9407
0.4606	1.8776	982	0.8517	0.1220	0.8517	0.9229
0.4606	1.8815	984	0.8774	0.1220	0.8774	0.9367
0.4606	1.8853	986	0.9752	0.1220	0.9752	0.9875
0.4606	1.8891	988	0.9717	0.1687	0.9717	0.9858
0.4606	1.8929	990	0.9501	0.1429	0.9501	0.9747
0.4606	1.8967	992	0.8938	0.1628	0.8938	0.9454
0.4606	1.9006	994	0.8246	0.1882	0.8246	0.9081
0.4606	1.9044	996	0.8142	0.1429	0.8142	0.9023
0.4606	1.9082	998	0.8968	0.1220	0.8968	0.9470
0.1603	1.9120	1000	1.0997	0.1333	1.0997	1.0487
0.1603	1.9159	1002	1.1848	0.1333	1.1848	1.0885
0.1603	1.9197	1004	1.1168	0.0471	1.1168	1.0568
0.1603	1.9235	1006	0.9729	0.0250	0.9729	0.9864
0.1603	1.9273	1008	0.8170	0.2817	0.8170	0.9039
0.1603	1.9312	1010	0.7367	0.25	0.7367	0.8583
0.1603	1.9350	1012	0.7383	0.3014	0.7383	0.8593
0.1603	1.9388	1014	0.7860	0.3014	0.7860	0.8865
0.1603	1.9426	1016	0.9308	0.0645	0.9308	0.9648
0.1603	1.9465	1018	1.1246	0.2222	1.1246	1.0605
0.1603	1.9503	1020	1.1477	0.2018	1.1477	1.0713
0.1603	1.9541	1022	1.0121	0.1064	1.0121	1.0060
0.1603	1.9579	1024	0.8664	0.1750	0.8664	0.9308
0.1603	1.9618	1026	0.8750	0.1750	0.8750	0.9354
0.1603	1.9656	1028	0.8793	0.2025	0.8793	0.9377
0.1603	1.9694	1030	0.8937	0.0964	0.8937	0.9453
0.1603	1.9732	1032	0.8772	0.1538	0.8772	0.9366
0.1603	1.9771	1034	0.8593	0.1538	0.8593	0.9270
0.1603	1.9809	1036	0.8493	0.0964	0.8493	0.9216
0.1603	1.9847	1038	0.8882	0.2247	0.8882	0.9424
0.1603	1.9885	1040	0.9435	0.2247	0.9435	0.9713
0.1603	1.9924	1042	0.8945	0.2247	0.8945	0.9458
0.1603	1.9962	1044	0.8265	0.2785	0.8265	0.9091
0.1603	2.0	1046	0.8412	0.1429	0.8412	0.9171
0.1603	2.0038	1048	0.8417	0.1429	0.8417	0.9175
0.1603	2.0076	1050	0.8134	0.2025	0.8134	0.9019
0.1603	2.0115	1052	0.8210	0.2025	0.8210	0.9061
0.1603	2.0153	1054	0.8452	0.2025	0.8452	0.9193
0.1603	2.0191	1056	0.8815	0.2025	0.8815	0.9389
0.1603	2.0229	1058	0.8593	0.1538	0.8593	0.9270
0.1603	2.0268	1060	0.8586	0.1818	0.8586	0.9266
0.1603	2.0306	1062	0.8101	0.1818	0.8101	0.9001
0.1603	2.0344	1064	0.7985	0.3333	0.7985	0.8936
0.1603	2.0382	1066	0.7696	0.3014	0.7696	0.8773
0.1603	2.0421	1068	0.7666	0.3014	0.7666	0.8756
0.1603	2.0459	1070	0.7409	0.2308	0.7409	0.8607
0.1603	2.0497	1072	0.7502	0.24	0.7502	0.8661
0.1603	2.0535	1074	0.7788	0.2500	0.7788	0.8825
0.1603	2.0574	1076	0.8394	0.1429	0.8394	0.9162
0.1603	2.0612	1078	0.9428	0.2247	0.9428	0.9710
0.1603	2.0650	1080	0.9769	0.2200	0.9769	0.9884
0.1603	2.0688	1082	0.9619	0.1818	0.9619	0.9808
0.1603	2.0727	1084	0.9068	0.2667	0.9068	0.9523
0.1603	2.0765	1086	0.8015	0.4304	0.8015	0.8953
0.1603	2.0803	1088	0.7620	0.3704	0.7620	0.8729
0.1603	2.0841	1090	0.7395	0.4304	0.7395	0.8600
0.1603	2.0880	1092	0.7688	0.2895	0.7688	0.8768
0.1603	2.0918	1094	0.8420	0.2857	0.8420	0.9176
0.1603	2.0956	1096	0.8886	0.2247	0.8886	0.9427
0.1603	2.0994	1098	0.8601	0.2247	0.8601	0.9274
0.1603	2.1033	1100	0.7854	0.3704	0.7854	0.8862
0.1603	2.1071	1102	0.7444	0.4706	0.7444	0.8628
0.1603	2.1109	1104	0.7318	0.3684	0.7318	0.8555
0.1603	2.1147	1106	0.7156	0.3684	0.7156	0.8459
0.1603	2.1185	1108	0.6829	0.3704	0.6829	0.8264
0.1603	2.1224	1110	0.7040	0.5610	0.7040	0.8391
0.1603	2.1262	1112	0.8214	0.2247	0.8214	0.9063
0.1603	2.1300	1114	0.9235	0.25	0.9235	0.9610
0.1603	2.1338	1116	0.9189	0.25	0.9189	0.9586
0.1603	2.1377	1118	0.8032	0.2308	0.8032	0.8962
0.1603	2.1415	1120	0.6966	0.4615	0.6966	0.8346
0.1603	2.1453	1122	0.6613	0.4324	0.6613	0.8132
0.1603	2.1491	1124	0.6506	0.4324	0.6506	0.8066
0.1603	2.1530	1126	0.6848	0.3836	0.6848	0.8275
0.1603	2.1568	1128	0.7812	0.1818	0.7812	0.8838
0.1603	2.1606	1130	0.8526	0.1316	0.8526	0.9233
0.1603	2.1644	1132	0.8938	0.1316	0.8938	0.9454
0.1603	2.1683	1134	0.8811	0.1316	0.8811	0.9387
0.1603	2.1721	1136	0.8780	0.1316	0.8780	0.9370
0.1603	2.1759	1138	0.8558	0.1818	0.8558	0.9251
0.1603	2.1797	1140	0.8877	0.2069	0.8877	0.9422
0.1603	2.1836	1142	0.8567	0.1687	0.8567	0.9256
0.1603	2.1874	1144	0.7768	0.3514	0.7768	0.8813
0.1603	2.1912	1146	0.7499	0.3200	0.7499	0.8660
0.1603	2.1950	1148	0.7689	0.3514	0.7689	0.8769
0.1603	2.1989	1150	0.7459	0.3514	0.7459	0.8637
0.1603	2.2027	1152	0.7473	0.3014	0.7473	0.8645
0.1603	2.2065	1154	0.7707	0.3014	0.7707	0.8779
0.1603	2.2103	1156	0.8307	0.3333	0.8307	0.9114
0.1603	2.2141	1158	0.8206	0.3014	0.8206	0.9059
0.1603	2.2180	1160	0.7839	0.3014	0.7839	0.8854
0.1603	2.2218	1162	0.7407	0.3014	0.7407	0.8606
0.1603	2.2256	1164	0.6864	0.4	0.6864	0.8285
0.1603	2.2294	1166	0.6838	0.4156	0.6838	0.8269
0.1603	2.2333	1168	0.7031	0.4156	0.7031	0.8385
0.1603	2.2371	1170	0.7085	0.4156	0.7085	0.8417
0.1603	2.2409	1172	0.7666	0.4	0.7666	0.8756
0.1603	2.2447	1174	0.7932	0.4	0.7932	0.8906
0.1603	2.2486	1176	0.7941	0.4	0.7941	0.8911
0.1603	2.2524	1178	0.7589	0.4	0.7589	0.8712
0.1603	2.2562	1180	0.7321	0.4	0.7321	0.8556
0.1603	2.2600	1182	0.7485	0.4	0.7485	0.8652
0.1603	2.2639	1184	0.7298	0.4	0.7298	0.8543
0.1603	2.2677	1186	0.7222	0.4	0.7222	0.8498
0.1603	2.2715	1188	0.7484	0.3514	0.7484	0.8651
0.1603	2.2753	1190	0.7365	0.3514	0.7365	0.8582
0.1603	2.2792	1192	0.7026	0.3514	0.7026	0.8382
0.1603	2.2830	1194	0.7402	0.3514	0.7402	0.8603
0.1603	2.2868	1196	0.7769	0.3514	0.7769	0.8814
0.1603	2.2906	1198	0.7740	0.3514	0.7740	0.8798
0.1603	2.2945	1200	0.7756	0.3014	0.7756	0.8807
0.1603	2.2983	1202	0.7423	0.4474	0.7423	0.8616
0.1603	2.3021	1204	0.7678	0.4474	0.7678	0.8762
0.1603	2.3059	1206	0.8265	0.3250	0.8265	0.9091
0.1603	2.3098	1208	0.8469	0.1429	0.8469	0.9203
0.1603	2.3136	1210	0.8932	0.0488	0.8932	0.9451
0.1603	2.3174	1212	0.8486	0.0964	0.8486	0.9212
0.1603	2.3212	1214	0.8230	0.2308	0.8230	0.9072
0.1603	2.3250	1216	0.7726	0.4	0.7726	0.8790
0.1603	2.3289	1218	0.7679	0.4	0.7679	0.8763
0.1603	2.3327	1220	0.7826	0.4	0.7826	0.8846
0.1603	2.3365	1222	0.7637	0.4	0.7637	0.8739
0.1603	2.3403	1224	0.8000	0.3514	0.8000	0.8944
0.1603	2.3442	1226	0.8625	0.1818	0.8625	0.9287
0.1603	2.3480	1228	0.8476	0.25	0.8476	0.9207
0.1603	2.3518	1230	0.7854	0.3514	0.7854	0.8862
0.1603	2.3556	1232	0.7420	0.3514	0.7420	0.8614
0.1603	2.3595	1234	0.7569	0.3514	0.7569	0.8700
0.1603	2.3633	1236	0.7381	0.3514	0.7381	0.8591
0.1603	2.3671	1238	0.7552	0.3014	0.7552	0.8690
0.1603	2.3709	1240	0.7836	0.3014	0.7836	0.8852
0.1603	2.3748	1242	0.7353	0.3514	0.7353	0.8575
0.1603	2.3786	1244	0.7351	0.3514	0.7351	0.8574
0.1603	2.3824	1246	0.7369	0.4	0.7369	0.8584
0.1603	2.3862	1248	0.7729	0.3514	0.7729	0.8791
0.1603	2.3901	1250	0.8260	0.1538	0.8260	0.9089
0.1603	2.3939	1252	0.8685	0.2410	0.8685	0.9319
0.1603	2.3977	1254	0.8690	0.2410	0.8690	0.9322
0.1603	2.4015	1256	0.8114	0.2857	0.8114	0.9008
0.1603	2.4054	1258	0.7872	0.2410	0.7872	0.8872
0.1603	2.4092	1260	0.7235	0.3014	0.7235	0.8506
0.1603	2.4130	1262	0.7059	0.3014	0.7059	0.8402
0.1603	2.4168	1264	0.7297	0.3014	0.7297	0.8542
0.1603	2.4207	1266	0.7478	0.3014	0.7478	0.8647
0.1603	2.4245	1268	0.7231	0.3014	0.7231	0.8504
0.1603	2.4283	1270	0.7097	0.3014	0.7097	0.8425
0.1603	2.4321	1272	0.7477	0.3014	0.7477	0.8647
0.1603	2.4359	1274	0.8122	0.1538	0.8122	0.9012
0.1603	2.4398	1276	0.9188	0.2410	0.9188	0.9586
0.1603	2.4436	1278	0.9703	0.2410	0.9703	0.9850
0.1603	2.4474	1280	0.9636	0.2410	0.9636	0.9816
0.1603	2.4512	1282	0.9048	0.2410	0.9048	0.9512
0.1603	2.4551	1284	0.8061	0.2963	0.8061	0.8979
0.1603	2.4589	1286	0.7603	0.3415	0.7603	0.8720
0.1603	2.4627	1288	0.7490	0.3415	0.7490	0.8654
0.1603	2.4665	1290	0.7924	0.1538	0.7924	0.8902
0.1603	2.4704	1292	0.8873	0.2410	0.8873	0.9420
0.1603	2.4742	1294	0.9092	0.2410	0.9092	0.9535
0.1603	2.4780	1296	0.9108	0.2410	0.9108	0.9544
0.1603	2.4818	1298	0.9431	0.2410	0.9431	0.9711
0.1603	2.4857	1300	0.8929	0.2410	0.8929	0.9449
0.1603	2.4895	1302	0.8398	0.3415	0.8398	0.9164
0.1603	2.4933	1304	0.8222	0.2143	0.8222	0.9068
0.1603	2.4971	1306	0.8238	0.3250	0.8238	0.9076
0.1603	2.5010	1308	0.8312	0.2143	0.8312	0.9117
0.1603	2.5048	1310	0.8722	0.2963	0.8722	0.9339
0.1603	2.5086	1312	0.9247	0.2247	0.9247	0.9616
0.1603	2.5124	1314	0.8794	0.2247	0.8794	0.9378
0.1603	2.5163	1316	0.8281	0.2410	0.8281	0.9100
0.1603	2.5201	1318	0.7388	0.2025	0.7388	0.8596
0.1603	2.5239	1320	0.6907	0.4	0.6907	0.8311
0.1603	2.5277	1322	0.6791	0.4474	0.6791	0.8241
0.1603	2.5315	1324	0.6990	0.3514	0.6990	0.8361
0.1603	2.5354	1326	0.7866	0.2410	0.7866	0.8869
0.1603	2.5392	1328	0.8630	0.2410	0.8630	0.9290
0.1603	2.5430	1330	0.8435	0.2410	0.8435	0.9184
0.1603	2.5468	1332	0.8250	0.2857	0.8250	0.9083
0.1603	2.5507	1334	0.7746	0.4474	0.7746	0.8801
0.1603	2.5545	1336	0.7314	0.3544	0.7314	0.8552
0.1603	2.5583	1338	0.7480	0.4000	0.7480	0.8649
0.1603	2.5621	1340	0.7498	0.4000	0.7498	0.8659
0.1603	2.5660	1342	0.7708	0.4000	0.7708	0.8780
0.1603	2.5698	1344	0.8160	0.2963	0.8160	0.9033
0.1603	2.5736	1346	0.8588	0.3721	0.8588	0.9267
0.1603	2.5774	1348	0.8688	0.2857	0.8688	0.9321
0.1603	2.5813	1350	0.8483	0.2025	0.8483	0.9210
0.1603	2.5851	1352	0.8092	0.2500	0.8092	0.8996
0.1603	2.5889	1354	0.8254	0.1538	0.8254	0.9085
0.1603	2.5927	1356	0.8595	0.1538	0.8595	0.9271
0.1603	2.5966	1358	0.8766	0.1538	0.8766	0.9363
0.1603	2.6004	1360	0.8424	0.1538	0.8424	0.9178
0.1603	2.6042	1362	0.7973	0.1538	0.7973	0.8929
0.1603	2.6080	1364	0.7759	0.2500	0.7759	0.8808
0.1603	2.6119	1366	0.7453	0.2963	0.7453	0.8633
0.1603	2.6157	1368	0.7526	0.3133	0.7526	0.8675
0.1603	2.6195	1370	0.7870	0.2963	0.7870	0.8871
0.1603	2.6233	1372	0.8427	0.2500	0.8427	0.9180
0.1603	2.6272	1374	0.8814	0.3294	0.8814	0.9388
0.1603	2.6310	1376	0.9597	0.1379	0.9597	0.9797
0.1603	2.6348	1378	0.9438	0.1379	0.9438	0.9715
0.1603	2.6386	1380	0.8617	0.1951	0.8617	0.9283
0.1603	2.6424	1382	0.7855	0.2500	0.7855	0.8863
0.1603	2.6463	1384	0.7609	0.4935	0.7609	0.8723
0.1603	2.6501	1386	0.7903	0.2500	0.7903	0.8890
0.1603	2.6539	1388	0.8087	0.2500	0.8087	0.8993
0.1603	2.6577	1390	0.8204	0.2500	0.8204	0.9057
0.1603	2.6616	1392	0.8182	0.2500	0.8182	0.9046
0.1603	2.6654	1394	0.7787	0.2500	0.7787	0.8824
0.1603	2.6692	1396	0.7360	0.4474	0.7360	0.8579
0.1603	2.6730	1398	0.7202	0.4935	0.7202	0.8486
0.1603	2.6769	1400	0.7414	0.3514	0.7414	0.8611
0.1603	2.6807	1402	0.7901	0.2025	0.7901	0.8889
0.1603	2.6845	1404	0.8299	0.1538	0.8299	0.9110
0.1603	2.6883	1406	0.8322	0.2025	0.8322	0.9123
0.1603	2.6922	1408	0.8096	0.2500	0.8096	0.8998
0.1603	2.6960	1410	0.7910	0.4935	0.7910	0.8894
0.1603	2.6998	1412	0.7847	0.4474	0.7847	0.8858
0.1603	2.7036	1414	0.7837	0.4474	0.7837	0.8853
0.1603	2.7075	1416	0.8279	0.4474	0.8279	0.9099
0.1603	2.7113	1418	0.9260	0.0488	0.9260	0.9623
0.1603	2.7151	1420	1.0520	0.0	1.0520	1.0257
0.1603	2.7189	1422	1.0576	0.0	1.0576	1.0284
0.1603	2.7228	1424	0.9682	0.0	0.9682	0.9840
0.1603	2.7266	1426	0.8319	0.3014	0.8319	0.9121
0.1603	2.7304	1428	0.7189	0.5385	0.7189	0.8479
0.1603	2.7342	1430	0.7025	0.4	0.7025	0.8381
0.1603	2.7380	1432	0.7078	0.5385	0.7078	0.8413
0.1603	2.7419	1434	0.7667	0.4	0.7667	0.8756
0.1603	2.7457	1436	0.8561	0.0488	0.8561	0.9253
0.1603	2.7495	1438	0.8546	0.0964	0.8546	0.9244
0.1603	2.7533	1440	0.8209	0.3014	0.8209	0.9060
0.1603	2.7572	1442	0.7969	0.4	0.7969	0.8927
0.1603	2.7610	1444	0.7625	0.4474	0.7625	0.8732
0.1603	2.7648	1446	0.7683	0.4474	0.7683	0.8765
0.1603	2.7686	1448	0.8057	0.4474	0.8057	0.8976
0.1603	2.7725	1450	0.8558	0.0964	0.8558	0.9251
0.1603	2.7763	1452	0.8315	0.1538	0.8315	0.9118
0.1603	2.7801	1454	0.8092	0.3514	0.8092	0.8996
0.1603	2.7839	1456	0.8421	0.1538	0.8421	0.9177
0.1603	2.7878	1458	0.8390	0.1538	0.8390	0.9159
0.1603	2.7916	1460	0.8090	0.3514	0.8090	0.8994
0.1603	2.7954	1462	0.8377	0.2025	0.8377	0.9153
0.1603	2.7992	1464	0.8550	0.2025	0.8550	0.9247
0.1603	2.8031	1466	0.8132	0.4	0.8132	0.9018
0.1603	2.8069	1468	0.7592	0.4474	0.7592	0.8713
0.1603	2.8107	1470	0.7212	0.4474	0.7212	0.8492
0.1603	2.8145	1472	0.7186	0.4474	0.7186	0.8477
0.1603	2.8184	1474	0.7288	0.4474	0.7288	0.8537
0.1603	2.8222	1476	0.7527	0.4474	0.7527	0.8676
0.1603	2.8260	1478	0.7759	0.4474	0.7759	0.8809
0.1603	2.8298	1480	0.7787	0.4474	0.7787	0.8824
0.1603	2.8337	1482	0.7517	0.3846	0.7517	0.8670
0.1603	2.8375	1484	0.7411	0.3846	0.7411	0.8609
0.1603	2.8413	1486	0.7085	0.3846	0.7085	0.8417
0.1603	2.8451	1488	0.7135	0.4474	0.7135	0.8447
0.1603	2.8489	1490	0.7769	0.3514	0.7769	0.8814
0.1603	2.8528	1492	0.8122	0.25	0.8122	0.9012
0.1603	2.8566	1494	0.7797	0.3514	0.7797	0.8830
0.1603	2.8604	1496	0.7580	0.4474	0.7580	0.8707
0.1603	2.8642	1498	0.7771	0.4474	0.7771	0.8815
0.1075	2.8681	1500	0.8305	0.4	0.8305	0.9113
0.1075	2.8719	1502	0.9423	0.0488	0.9423	0.9707
0.1075	2.8757	1504	0.9851	0.0488	0.9851	0.9925
0.1075	2.8795	1506	0.9173	0.0488	0.9173	0.9578
0.1075	2.8834	1508	0.8247	0.1039	0.8247	0.9081
0.1075	2.8872	1510	0.7549	0.3514	0.7549	0.8688
0.1075	2.8910	1512	0.7110	0.4	0.7110	0.8432
0.1075	2.8948	1514	0.6789	0.4474	0.6789	0.8239
0.1075	2.8987	1516	0.6796	0.4474	0.6796	0.8244
0.1075	2.9025	1518	0.7175	0.4	0.7175	0.8470
0.1075	2.9063	1520	0.8099	0.2817	0.8099	0.9000
0.1075	2.9101	1522	0.9151	0.0741	0.9151	0.9566
0.1075	2.9140	1524	0.9145	0.0741	0.9145	0.9563
0.1075	2.9178	1526	0.8900	0.2817	0.8900	0.9434
0.1075	2.9216	1528	0.8077	0.3014	0.8077	0.8987
0.1075	2.9254	1530	0.7218	0.4474	0.7218	0.8496
0.1075	2.9293	1532	0.7001	0.4658	0.7001	0.8367
0.1075	2.9331	1534	0.6913	0.48	0.6913	0.8315
0.1075	2.9369	1536	0.7021	0.4474	0.7021	0.8379
0.1075	2.9407	1538	0.7242	0.4	0.7242	0.8510
0.1075	2.9446	1540	0.7567	0.3514	0.7567	0.8699
0.1075	2.9484	1542	0.7378	0.3514	0.7378	0.8589
0.1075	2.9522	1544	0.6978	0.4474	0.6978	0.8353
0.1075	2.9560	1546	0.7038	0.4474	0.7038	0.8389
0.1075	2.9598	1548	0.7246	0.4	0.7246	0.8512
0.1075	2.9637	1550	0.7806	0.3014	0.7806	0.8835
0.1075	2.9675	1552	0.8231	0.1818	0.8231	0.9072
0.1075	2.9713	1554	0.7992	0.2308	0.7992	0.8940
0.1075	2.9751	1556	0.7395	0.4	0.7395	0.8599
0.1075	2.9790	1558	0.7029	0.4935	0.7029	0.8384
0.1075	2.9828	1560	0.7087	0.475	0.7087	0.8418
0.1075	2.9866	1562	0.7264	0.475	0.7264	0.8523
0.1075	2.9904	1564	0.7300	0.5063	0.7300	0.8544
0.1075	2.9943	1566	0.7546	0.4935	0.7546	0.8687
0.1075	2.9981	1568	0.8029	0.2785	0.8029	0.8960
0.1075	3.0019	1570	0.7944	0.2785	0.7944	0.8913
0.1075	3.0057	1572	0.7462	0.3514	0.7462	0.8638
0.1075	3.0096	1574	0.6750	0.4474	0.6750	0.8216
0.1075	3.0134	1576	0.6350	0.4658	0.6350	0.7969
0.1075	3.0172	1578	0.6345	0.48	0.6345	0.7966
0.1075	3.0210	1580	0.6471	0.48	0.6471	0.8045
0.1075	3.0249	1582	0.6599	0.48	0.6599	0.8123
0.1075	3.0287	1584	0.6931	0.5063	0.6931	0.8325
0.1075	3.0325	1586	0.7792	0.4474	0.7792	0.8827
0.1075	3.0363	1588	0.8455	0.2667	0.8455	0.9195
0.1075	3.0402	1590	0.8308	0.1882	0.8308	0.9115
0.1075	3.0440	1592	0.7596	0.4935	0.7596	0.8715
0.1075	3.0478	1594	0.6926	0.475	0.6926	0.8322
0.1075	3.0516	1596	0.6691	0.475	0.6691	0.8180
0.1075	3.0554	1598	0.6521	0.475	0.6521	0.8075
0.1075	3.0593	1600	0.6503	0.5385	0.6503	0.8064
0.1075	3.0631	1602	0.6678	0.4935	0.6678	0.8172
0.1075	3.0669	1604	0.6885	0.4474	0.6885	0.8297
0.1075	3.0707	1606	0.6801	0.4474	0.6801	0.8247
0.1075	3.0746	1608	0.6515	0.5385	0.6515	0.8071
0.1075	3.0784	1610	0.6490	0.5063	0.6490	0.8056
0.1075	3.0822	1612	0.6629	0.5063	0.6629	0.8142
0.1075	3.0860	1614	0.6854	0.5063	0.6854	0.8279
0.1075	3.0899	1616	0.7068	0.5063	0.7068	0.8407
0.1075	3.0937	1618	0.7356	0.3704	0.7356	0.8577
0.1075	3.0975	1620	0.7515	0.5063	0.7515	0.8669
0.1075	3.1013	1622	0.7472	0.3704	0.7472	0.8644
0.1075	3.1052	1624	0.7298	0.5063	0.7298	0.8543
0.1075	3.1090	1626	0.7126	0.5063	0.7126	0.8441
0.1075	3.1128	1628	0.7186	0.4935	0.7186	0.8477
0.1075	3.1166	1630	0.7721	0.2025	0.7721	0.8787
0.1075	3.1205	1632	0.7997	0.1818	0.7997	0.8942
0.1075	3.1243	1634	0.7671	0.2025	0.7671	0.8758
0.1075	3.1281	1636	0.6985	0.3514	0.6985	0.8358
0.1075	3.1319	1638	0.6707	0.4507	0.6707	0.8189
0.1075	3.1358	1640	0.6827	0.4507	0.6827	0.8262
0.1075	3.1396	1642	0.7249	0.3514	0.7249	0.8514
0.1075	3.1434	1644	0.7399	0.3514	0.7399	0.8602
0.1075	3.1472	1646	0.7491	0.3514	0.7491	0.8655
0.1075	3.1511	1648	0.7722	0.3514	0.7722	0.8787
0.1075	3.1549	1650	0.8024	0.2025	0.8024	0.8957
0.1075	3.1587	1652	0.8262	0.1429	0.8262	0.9090
0.1075	3.1625	1654	0.8029	0.1429	0.8029	0.8961
0.1075	3.1663	1656	0.7739	0.3514	0.7739	0.8797
0.1075	3.1702	1658	0.7483	0.4	0.7483	0.8651
0.1075	3.1740	1660	0.7249	0.4474	0.7249	0.8514
0.1075	3.1778	1662	0.7162	0.4935	0.7162	0.8463
0.1075	3.1816	1664	0.7372	0.4	0.7372	0.8586
0.1075	3.1855	1666	0.7563	0.3514	0.7563	0.8697
0.1075	3.1893	1668	0.7774	0.3514	0.7774	0.8817
0.1075	3.1931	1670	0.7539	0.3514	0.7539	0.8683
0.1075	3.1969	1672	0.7195	0.4	0.7195	0.8482
0.1075	3.2008	1674	0.7093	0.4	0.7093	0.8422
0.1075	3.2046	1676	0.6966	0.5479	0.6966	0.8346
0.1075	3.2084	1678	0.6977	0.5479	0.6977	0.8353
0.1075	3.2122	1680	0.6931	0.4	0.6931	0.8325
0.1075	3.2161	1682	0.7131	0.4	0.7131	0.8445
0.1075	3.2199	1684	0.7235	0.4304	0.7235	0.8506
0.1075	3.2237	1686	0.7126	0.4304	0.7126	0.8442
0.1075	3.2275	1688	0.7082	0.4304	0.7082	0.8415
0.1075	3.2314	1690	0.7110	0.4	0.7110	0.8432
0.1075	3.2352	1692	0.7059	0.3377	0.7059	0.8402
0.1075	3.2390	1694	0.7007	0.4324	0.7007	0.8371
0.1075	3.2428	1696	0.7041	0.4304	0.7041	0.8391
0.1075	3.2467	1698	0.7241	0.4304	0.7241	0.8509
0.1075	3.2505	1700	0.7406	0.4304	0.7406	0.8606
0.1075	3.2543	1702	0.7272	0.4304	0.7272	0.8528
0.1075	3.2581	1704	0.7243	0.3846	0.7243	0.8511
0.1075	3.2620	1706	0.7269	0.3846	0.7269	0.8526
0.1075	3.2658	1708	0.7326	0.3377	0.7326	0.8559
0.1075	3.2696	1710	0.7224	0.3846	0.7224	0.8500
0.1075	3.2734	1712	0.7118	0.3544	0.7118	0.8437
0.1075	3.2772	1714	0.7010	0.4	0.7010	0.8372
0.1075	3.2811	1716	0.7060	0.4	0.7060	0.8403
0.1075	3.2849	1718	0.7265	0.4000	0.7265	0.8524
0.1075	3.2887	1720	0.7554	0.3544	0.7554	0.8691
0.1075	3.2925	1722	0.7612	0.3544	0.7612	0.8725
0.1075	3.2964	1724	0.7743	0.4	0.7743	0.8800
0.1075	3.3002	1726	0.7402	0.4935	0.7402	0.8604
0.1075	3.3040	1728	0.7259	0.4935	0.7259	0.8520
0.1075	3.3078	1730	0.7150	0.4507	0.7150	0.8456
0.1075	3.3117	1732	0.7275	0.4	0.7275	0.8529
0.1075	3.3155	1734	0.7365	0.4658	0.7365	0.8582
0.1075	3.3193	1736	0.7722	0.4474	0.7722	0.8787
0.1075	3.3231	1738	0.8198	0.3250	0.8198	0.9054
0.1075	3.3270	1740	0.8417	0.3250	0.8417	0.9174
0.1075	3.3308	1742	0.8657	0.1429	0.8657	0.9304
0.1075	3.3346	1744	0.8277	0.3704	0.8277	0.9098
0.1075	3.3384	1746	0.7729	0.3855	0.7729	0.8791
0.1075	3.3423	1748	0.7338	0.4615	0.7338	0.8566
0.1075	3.3461	1750	0.7264	0.4615	0.7264	0.8523
0.1075	3.3499	1752	0.7512	0.4146	0.7512	0.8667
0.1075	3.3537	1754	0.7801	0.4146	0.7801	0.8832
0.1075	3.3576	1756	0.7756	0.3855	0.7756	0.8807
0.1075	3.3614	1758	0.7750	0.2857	0.7750	0.8804
0.1075	3.3652	1760	0.7753	0.2857	0.7753	0.8805
0.1075	3.3690	1762	0.7675	0.3294	0.7675	0.8761
0.1075	3.3728	1764	0.7712	0.2857	0.7712	0.8782
0.1075	3.3767	1766	0.7850	0.3855	0.7850	0.8860
0.1075	3.3805	1768	0.7792	0.4146	0.7792	0.8827
0.1075	3.3843	1770	0.7733	0.4146	0.7733	0.8794
0.1075	3.3881	1772	0.7493	0.3294	0.7493	0.8656
0.1075	3.3920	1774	0.7346	0.4	0.7346	0.8571
0.1075	3.3958	1776	0.7428	0.3544	0.7428	0.8618
0.1075	3.3996	1778	0.7647	0.3704	0.7647	0.8745
0.1075	3.4034	1780	0.8221	0.2785	0.8221	0.9067
0.1075	3.4073	1782	0.8463	0.1429	0.8463	0.9199
0.1075	3.4111	1784	0.8221	0.3250	0.8221	0.9067
0.1075	3.4149	1786	0.7809	0.4	0.7809	0.8837
0.1075	3.4187	1788	0.7446	0.3836	0.7446	0.8629
0.1075	3.4226	1790	0.7439	0.3836	0.7439	0.8625
0.1075	3.4264	1792	0.7752	0.4	0.7752	0.8804
0.1075	3.4302	1794	0.8330	0.3514	0.8330	0.9127
0.1075	3.4340	1796	0.8693	0.3077	0.8693	0.9323
0.1075	3.4379	1798	0.8803	0.3077	0.8803	0.9382
0.1075	3.4417	1800	0.8529	0.2785	0.8529	0.9235
0.1075	3.4455	1802	0.8101	0.3478	0.8101	0.9001
0.1075	3.4493	1804	0.7952	0.4	0.7952	0.8917
0.1075	3.4532	1806	0.8032	0.4	0.8032	0.8962
0.1075	3.4570	1808	0.7966	0.3478	0.7966	0.8926
0.1075	3.4608	1810	0.7706	0.3333	0.7706	0.8778
0.1075	3.4646	1812	0.7442	0.4507	0.7442	0.8627
0.1075	3.4685	1814	0.7297	0.4507	0.7297	0.8542
0.1075	3.4723	1816	0.7058	0.4507	0.7058	0.8401
0.1075	3.4761	1818	0.6904	0.3836	0.6904	0.8309
0.1075	3.4799	1820	0.6760	0.4	0.6760	0.8222
0.1075	3.4837	1822	0.6803	0.4	0.6803	0.8248
0.1075	3.4876	1824	0.7047	0.4	0.7047	0.8395
0.1075	3.4914	1826	0.7330	0.4	0.7330	0.8561
0.1075	3.4952	1828	0.7463	0.4	0.7463	0.8639
0.1075	3.4990	1830	0.7781	0.4000	0.7781	0.8821
0.1075	3.5029	1832	0.7871	0.4000	0.7871	0.8872
0.1075	3.5067	1834	0.7655	0.4000	0.7655	0.8749
0.1075	3.5105	1836	0.7391	0.3684	0.7391	0.8597
0.1075	3.5143	1838	0.7187	0.3684	0.7187	0.8478
0.1075	3.5182	1840	0.7106	0.3684	0.7106	0.8430
0.1075	3.5220	1842	0.7106	0.3684	0.7106	0.8430
0.1075	3.5258	1844	0.7244	0.4	0.7244	0.8511
0.1075	3.5296	1846	0.7601	0.4000	0.7601	0.8718
0.1075	3.5335	1848	0.7887	0.3855	0.7887	0.8881
0.1075	3.5373	1850	0.7969	0.3855	0.7969	0.8927
0.1075	3.5411	1852	0.7849	0.4000	0.7849	0.8859
0.1075	3.5449	1854	0.7963	0.3377	0.7963	0.8923
0.1075	3.5488	1856	0.8483	0.3377	0.8483	0.9210
0.1075	3.5526	1858	0.8644	0.3077	0.8644	0.9297
0.1075	3.5564	1860	0.8227	0.3377	0.8227	0.9070
0.1075	3.5602	1862	0.7857	0.3377	0.7857	0.8864
0.1075	3.5641	1864	0.8154	0.3133	0.8154	0.9030
0.1075	3.5679	1866	0.8416	0.2500	0.8416	0.9174
0.1075	3.5717	1868	0.8453	0.1429	0.8453	0.9194
0.1075	3.5755	1870	0.8318	0.1429	0.8318	0.9120
0.1075	3.5793	1872	0.7922	0.4	0.7922	0.8901
0.1075	3.5832	1874	0.7565	0.4658	0.7565	0.8698
0.1075	3.5870	1876	0.7212	0.3684	0.7212	0.8492
0.1075	3.5908	1878	0.7098	0.3684	0.7098	0.8425
0.1075	3.5946	1880	0.7116	0.3200	0.7116	0.8436
0.1075	3.5985	1882	0.7396	0.4507	0.7396	0.8600
0.1075	3.6023	1884	0.8107	0.2597	0.8107	0.9004
0.1075	3.6061	1886	0.8597	0.0741	0.8597	0.9272
0.1075	3.6099	1888	0.8397	0.2105	0.8397	0.9164
0.1075	3.6138	1890	0.7972	0.1972	0.7972	0.8929
0.1075	3.6176	1892	0.7622	0.3284	0.7622	0.8730
0.1075	3.6214	1894	0.7157	0.3824	0.7157	0.8460
0.1075	3.6252	1896	0.7036	0.4	0.7036	0.8388
0.1075	3.6291	1898	0.7091	0.4	0.7091	0.8421
0.1075	3.6329	1900	0.7484	0.3824	0.7484	0.8651
0.1075	3.6367	1902	0.8081	0.3014	0.8081	0.8989
0.1075	3.6405	1904	0.8338	0.3077	0.8338	0.9132
0.1075	3.6444	1906	0.8388	0.2597	0.8388	0.9158
0.1075	3.6482	1908	0.8148	0.2785	0.8148	0.9027
0.1075	3.6520	1910	0.7962	0.3250	0.7962	0.8923
0.1075	3.6558	1912	0.7988	0.2308	0.7988	0.8938
0.1075	3.6597	1914	0.7640	0.3250	0.7640	0.8741
0.1075	3.6635	1916	0.7624	0.1667	0.7624	0.8732
0.1075	3.6673	1918	0.7891	0.1316	0.7891	0.8883
0.1075	3.6711	1920	0.7704	0.1818	0.7704	0.8777
0.1075	3.6750	1922	0.7133	0.2941	0.7133	0.8446
0.1075	3.6788	1924	0.6657	0.4507	0.6657	0.8159
0.1075	3.6826	1926	0.6695	0.5	0.6695	0.8182
0.1075	3.6864	1928	0.6891	0.4507	0.6891	0.8301
0.1075	3.6902	1930	0.7332	0.3684	0.7332	0.8563
0.1075	3.6941	1932	0.7942	0.3250	0.7942	0.8912
0.1075	3.6979	1934	0.8334	0.1316	0.8334	0.9129
0.1075	3.7017	1936	0.8168	0.2785	0.8168	0.9038
0.1075	3.7055	1938	0.7896	0.3200	0.7896	0.8886
0.1075	3.7094	1940	0.7901	0.3684	0.7901	0.8889
0.1075	3.7132	1942	0.7967	0.3684	0.7967	0.8926
0.1075	3.7170	1944	0.8079	0.3684	0.8079	0.8988
0.1075	3.7208	1946	0.8090	0.3684	0.8090	0.8995
0.1075	3.7247	1948	0.8061	0.3200	0.8061	0.8978
0.1075	3.7285	1950	0.8100	0.2308	0.8100	0.9000
0.1075	3.7323	1952	0.8352	0.1316	0.8352	0.9139
0.1075	3.7361	1954	0.8280	0.1600	0.8280	0.9100
0.1075	3.7400	1956	0.7944	0.2154	0.7944	0.8913
0.1075	3.7438	1958	0.7873	0.2154	0.7873	0.8873
0.1075	3.7476	1960	0.7841	0.2154	0.7841	0.8855
0.1075	3.7514	1962	0.8006	0.2154	0.8006	0.8948
0.1075	3.7553	1964	0.8310	0.1600	0.8310	0.9116
0.1075	3.7591	1966	0.8333	0.1600	0.8333	0.9128
0.1075	3.7629	1968	0.7774	0.2388	0.7774	0.8817
0.1075	3.7667	1970	0.7122	0.4	0.7122	0.8439
0.1075	3.7706	1972	0.6929	0.3333	0.6929	0.8324
0.1075	3.7744	1974	0.7004	0.3200	0.7004	0.8369
0.1075	3.7782	1976	0.7151	0.3684	0.7151	0.8456
0.1075	3.7820	1978	0.7358	0.3684	0.7358	0.8578
0.1075	3.7859	1980	0.7557	0.4	0.7557	0.8693
0.1075	3.7897	1982	0.7953	0.3704	0.7953	0.8918
0.1075	3.7935	1984	0.8746	0.1429	0.8746	0.9352
0.1075	3.7973	1986	0.9308	0.0964	0.9308	0.9648
0.1075	3.8011	1988	0.9307	0.0964	0.9307	0.9647
0.1075	3.8050	1990	0.8879	0.0964	0.8879	0.9423
0.1075	3.8088	1992	0.8213	0.0964	0.8213	0.9063
0.1075	3.8126	1994	0.7722	0.2703	0.7722	0.8788
0.1075	3.8164	1996	0.7431	0.4	0.7431	0.8621
0.1075	3.8203	1998	0.7464	0.3662	0.7464	0.8639
0.0861	3.8241	2000	0.7771	0.2703	0.7771	0.8815
0.0861	3.8279	2002	0.8360	0.0964	0.8360	0.9143
0.0861	3.8317	2004	0.8618	0.1429	0.8618	0.9283
0.0861	3.8356	2006	0.8437	0.1882	0.8437	0.9186
0.0861	3.8394	2008	0.8059	0.2683	0.8059	0.8977
0.0861	3.8432	2010	0.7776	0.3200	0.7776	0.8818
0.0861	3.8470	2012	0.7648	0.3377	0.7648	0.8745
0.0861	3.8509	2014	0.7556	0.3377	0.7556	0.8693
0.0861	3.8547	2016	0.7655	0.3014	0.7655	0.8750
0.0861	3.8585	2018	0.7786	0.2308	0.7786	0.8824
0.0861	3.8623	2020	0.7804	0.3377	0.7804	0.8834
0.0861	3.8662	2022	0.7748	0.2895	0.7748	0.8802
0.0861	3.8700	2024	0.7518	0.25	0.7518	0.8671
0.0861	3.8738	2026	0.7278	0.3514	0.7278	0.8531
0.0861	3.8776	2028	0.7289	0.3200	0.7289	0.8538
0.0861	3.8815	2030	0.7467	0.3014	0.7467	0.8641
0.0861	3.8853	2032	0.7844	0.25	0.7844	0.8857
0.0861	3.8891	2034	0.8112	0.2963	0.8112	0.9007
0.0861	3.8929	2036	0.8302	0.3250	0.8302	0.9112
0.0861	3.8967	2038	0.8346	0.3250	0.8346	0.9135
0.0861	3.9006	2040	0.8098	0.2895	0.8098	0.8999
0.0861	3.9044	2042	0.7785	0.3514	0.7785	0.8823
0.0861	3.9082	2044	0.7799	0.3514	0.7799	0.8831
0.0861	3.9120	2046	0.8055	0.3377	0.8055	0.8975
0.0861	3.9159	2048	0.8145	0.3377	0.8145	0.9025
0.0861	3.9197	2050	0.8175	0.3377	0.8175	0.9042
0.0861	3.9235	2052	0.8033	0.3377	0.8033	0.8963
0.0861	3.9273	2054	0.7753	0.3836	0.7753	0.8805
0.0861	3.9312	2056	0.7516	0.4	0.7516	0.8670
0.0861	3.9350	2058	0.7417	0.4	0.7417	0.8612
0.0861	3.9388	2060	0.7359	0.4167	0.7359	0.8578
0.0861	3.9426	2062	0.7427	0.4	0.7427	0.8618
0.0861	3.9465	2064	0.7509	0.3478	0.7509	0.8665
0.0861	3.9503	2066	0.7970	0.1370	0.7970	0.8927
0.0861	3.9541	2068	0.8197	0.1667	0.8197	0.9054
0.0861	3.9579	2070	0.8032	0.3284	0.8032	0.8962
0.0861	3.9618	2072	0.8237	0.3284	0.8237	0.9076
0.0861	3.9656	2074	0.8328	0.3824	0.8328	0.9126
0.0861	3.9694	2076	0.8240	0.3478	0.8240	0.9078
0.0861	3.9732	2078	0.8559	0.1429	0.8559	0.9252
0.0861	3.9771	2080	0.8748	0.1429	0.8748	0.9353
0.0861	3.9809	2082	0.8616	0.1429	0.8616	0.9282
0.0861	3.9847	2084	0.8589	0.4	0.8589	0.9268
0.0861	3.9885	2086	0.8638	0.3250	0.8638	0.9294
0.0861	3.9924	2088	0.8634	0.3250	0.8634	0.9292
0.0861	3.9962	2090	0.8575	0.2500	0.8575	0.9260
0.0861	4.0	2092	0.8198	0.4156	0.8198	0.9055
0.0861	4.0038	2094	0.7838	0.4167	0.7838	0.8853
0.0861	4.0076	2096	0.7484	0.4167	0.7484	0.8651
0.0861	4.0115	2098	0.7414	0.4167	0.7414	0.8611
0.0861	4.0153	2100	0.7746	0.3514	0.7746	0.8801
0.0861	4.0191	2102	0.8089	0.1039	0.8089	0.8994
0.0861	4.0229	2104	0.8101	0.1039	0.8101	0.9001
0.0861	4.0268	2106	0.7791	0.1538	0.7791	0.8827
0.0861	4.0306	2108	0.7253	0.4	0.7253	0.8517
0.0861	4.0344	2110	0.6701	0.4658	0.6701	0.8186
0.0861	4.0382	2112	0.6483	0.5135	0.6483	0.8052
0.0861	4.0421	2114	0.6622	0.4	0.6622	0.8138
0.0861	4.0459	2116	0.6845	0.4	0.6845	0.8274
0.0861	4.0497	2118	0.7073	0.4	0.7073	0.8410
0.0861	4.0535	2120	0.7283	0.4	0.7283	0.8534
0.0861	4.0574	2122	0.7474	0.3684	0.7474	0.8645
0.0861	4.0612	2124	0.7716	0.5063	0.7716	0.8784
0.0861	4.0650	2126	0.7828	0.5063	0.7828	0.8848
0.0861	4.0688	2128	0.7780	0.5063	0.7780	0.8820
0.0861	4.0727	2130	0.7621	0.5063	0.7621	0.8730
0.0861	4.0765	2132	0.7547	0.4615	0.7547	0.8687
0.0861	4.0803	2134	0.7249	0.4658	0.7249	0.8514
0.0861	4.0841	2136	0.7214	0.4167	0.7214	0.8494
0.0861	4.0880	2138	0.7187	0.4507	0.7187	0.8478
0.0861	4.0918	2140	0.7229	0.5	0.7229	0.8502
0.0861	4.0956	2142	0.7104	0.5135	0.7104	0.8429
0.0861	4.0994	2144	0.6913	0.5135	0.6913	0.8314
0.0861	4.1033	2146	0.6885	0.5135	0.6885	0.8297
0.0861	4.1071	2148	0.6829	0.5135	0.6829	0.8264
0.0861	4.1109	2150	0.6775	0.4	0.6775	0.8231
0.0861	4.1147	2152	0.6835	0.5135	0.6835	0.8267
0.0861	4.1185	2154	0.6968	0.5135	0.6968	0.8347
0.0861	4.1224	2156	0.7000	0.5135	0.7000	0.8366
0.0861	4.1262	2158	0.7020	0.5	0.7020	0.8379
0.0861	4.1300	2160	0.6936	0.5135	0.6936	0.8328
0.0861	4.1338	2162	0.7086	0.4615	0.7086	0.8418
0.0861	4.1377	2164	0.7424	0.4935	0.7424	0.8616
0.0861	4.1415	2166	0.7812	0.2500	0.7812	0.8839
0.0861	4.1453	2168	0.7800	0.4935	0.7800	0.8832
0.0861	4.1491	2170	0.7706	0.5063	0.7706	0.8778
0.0861	4.1530	2172	0.7482	0.5063	0.7482	0.8650
0.0861	4.1568	2174	0.7410	0.4	0.7410	0.8608
0.0861	4.1606	2176	0.7551	0.4000	0.7551	0.8690
0.0861	4.1644	2178	0.7772	0.4000	0.7772	0.8816
0.0861	4.1683	2180	0.7776	0.5063	0.7776	0.8818
0.0861	4.1721	2182	0.7822	0.4000	0.7822	0.8844
0.0861	4.1759	2184	0.7875	0.5063	0.7875	0.8874
0.0861	4.1797	2186	0.7732	0.5063	0.7732	0.8793
0.0861	4.1836	2188	0.7646	0.5063	0.7646	0.8744
0.0861	4.1874	2190	0.7500	0.5063	0.7500	0.8661
0.0861	4.1912	2192	0.7473	0.5063	0.7473	0.8644
0.0861	4.1950	2194	0.7660	0.5063	0.7660	0.8752
0.0861	4.1989	2196	0.7518	0.5063	0.7518	0.8671
0.0861	4.2027	2198	0.7390	0.5063	0.7390	0.8596
0.0861	4.2065	2200	0.7314	0.5135	0.7314	0.8552
0.0861	4.2103	2202	0.7292	0.5135	0.7292	0.8539
0.0861	4.2141	2204	0.7378	0.5135	0.7378	0.8589
0.0861	4.2180	2206	0.7367	0.5135	0.7367	0.8583
0.0861	4.2218	2208	0.7303	0.5135	0.7303	0.8546
0.0861	4.2256	2210	0.7437	0.5135	0.7437	0.8624
0.0861	4.2294	2212	0.7625	0.4615	0.7625	0.8732
0.0861	4.2333	2214	0.8166	0.4156	0.8166	0.9036
0.0861	4.2371	2216	0.8942	0.0964	0.8942	0.9456
0.0861	4.2409	2218	0.9141	0.0964	0.9141	0.9561
0.0861	4.2447	2220	0.8786	0.1429	0.8786	0.9373
0.0861	4.2486	2222	0.8379	0.2683	0.8379	0.9154
0.0861	4.2524	2224	0.7956	0.4156	0.7956	0.8919
0.0861	4.2562	2226	0.7713	0.4474	0.7713	0.8783
0.0861	4.2600	2228	0.7511	0.4	0.7511	0.8667
0.0861	4.2639	2230	0.7373	0.4	0.7373	0.8587
0.0861	4.2677	2232	0.7425	0.2941	0.7425	0.8617
0.0861	4.2715	2234	0.7371	0.4	0.7371	0.8586
0.0861	4.2753	2236	0.7235	0.4	0.7235	0.8506
0.0861	4.2792	2238	0.7300	0.4	0.7300	0.8544
0.0861	4.2830	2240	0.7421	0.3478	0.7421	0.8615
0.0861	4.2868	2242	0.7563	0.2941	0.7563	0.8697
0.0861	4.2906	2244	0.7500	0.2941	0.7500	0.8660
0.0861	4.2945	2246	0.7262	0.3662	0.7262	0.8522
0.0861	4.2983	2248	0.7117	0.4658	0.7117	0.8436
0.0861	4.3021	2250	0.7138	0.5135	0.7138	0.8448
0.0861	4.3059	2252	0.7299	0.48	0.7299	0.8543
0.0861	4.3098	2254	0.7533	0.48	0.7533	0.8679
0.0861	4.3136	2256	0.7723	0.5135	0.7723	0.8788
0.0861	4.3174	2258	0.7735	0.4658	0.7735	0.8795
0.0861	4.3212	2260	0.7797	0.3662	0.7797	0.8830
0.0861	4.3250	2262	0.7720	0.2105	0.7720	0.8787
0.0861	4.3289	2264	0.7637	0.24	0.7637	0.8739
0.0861	4.3327	2266	0.7733	0.24	0.7733	0.8794
0.0861	4.3365	2268	0.7473	0.24	0.7473	0.8644
0.0861	4.3403	2270	0.7203	0.4	0.7203	0.8487
0.0861	4.3442	2272	0.6966	0.4324	0.6966	0.8346
0.0861	4.3480	2274	0.6971	0.48	0.6971	0.8349
0.0861	4.3518	2276	0.7116	0.4324	0.7116	0.8436
0.0861	4.3556	2278	0.7498	0.4167	0.7498	0.8659
0.0861	4.3595	2280	0.7888	0.2500	0.7888	0.8882
0.0861	4.3633	2282	0.8028	0.2500	0.8028	0.8960
0.0861	4.3671	2284	0.7737	0.2500	0.7737	0.8796
0.0861	4.3709	2286	0.7392	0.4	0.7392	0.8597
0.0861	4.3748	2288	0.7276	0.4	0.7276	0.8530
0.0861	4.3786	2290	0.7275	0.4507	0.7275	0.8529
0.0861	4.3824	2292	0.7266	0.4507	0.7266	0.8524
0.0861	4.3862	2294	0.7420	0.4507	0.7420	0.8614
0.0861	4.3901	2296	0.7824	0.4	0.7824	0.8845
0.0861	4.3939	2298	0.8215	0.1882	0.8215	0.9064
0.0861	4.3977	2300	0.8088	0.3250	0.8088	0.8993
0.0861	4.4015	2302	0.7843	0.4	0.7843	0.8856
0.0861	4.4054	2304	0.7463	0.4	0.7463	0.8639
0.0861	4.4092	2306	0.7422	0.3478	0.7422	0.8615
0.0861	4.4130	2308	0.7695	0.3478	0.7695	0.8772
0.0861	4.4168	2310	0.8015	0.1370	0.8015	0.8953
0.0861	4.4207	2312	0.7896	0.1892	0.7896	0.8886
0.0861	4.4245	2314	0.7629	0.1892	0.7629	0.8735
0.0861	4.4283	2316	0.7826	0.24	0.7826	0.8847
0.0861	4.4321	2318	0.7850	0.2500	0.7850	0.8860
0.0861	4.4359	2320	0.8010	0.2963	0.8010	0.8950
0.0861	4.4398	2322	0.7885	0.2963	0.7885	0.8880
0.0861	4.4436	2324	0.7755	0.2597	0.7755	0.8806
0.0861	4.4474	2326	0.7591	0.4658	0.7591	0.8713
0.0861	4.4512	2328	0.7325	0.4658	0.7325	0.8559
0.0861	4.4551	2330	0.7157	0.4658	0.7157	0.8460
0.0861	4.4589	2332	0.7311	0.4	0.7311	0.8550
0.0861	4.4627	2334	0.7965	0.2025	0.7965	0.8925
0.0861	4.4665	2336	0.8402	0.1039	0.8402	0.9166
0.0861	4.4704	2338	0.8267	0.1039	0.8267	0.9093
0.0861	4.4742	2340	0.7830	0.2025	0.7830	0.8849
0.0861	4.4780	2342	0.7266	0.4	0.7266	0.8524
0.0861	4.4818	2344	0.7024	0.3333	0.7024	0.8381
0.0861	4.4857	2346	0.7073	0.3333	0.7073	0.8410
0.0861	4.4895	2348	0.7346	0.4	0.7346	0.8571
0.0861	4.4933	2350	0.7773	0.1892	0.7773	0.8817
0.0861	4.4971	2352	0.7971	0.1892	0.7971	0.8928
0.0861	4.5010	2354	0.7924	0.1892	0.7924	0.8902
0.0861	4.5048	2356	0.8033	0.1892	0.8033	0.8962
0.0861	4.5086	2358	0.8247	0.2025	0.8247	0.9081
0.0861	4.5124	2360	0.8316	0.2025	0.8316	0.9119
0.0861	4.5163	2362	0.8366	0.1538	0.8366	0.9147
0.0861	4.5201	2364	0.8047	0.1538	0.8047	0.8970
0.0861	4.5239	2366	0.7537	0.1892	0.7537	0.8681
0.0861	4.5277	2368	0.7303	0.4	0.7303	0.8546
0.0861	4.5315	2370	0.7386	0.4	0.7386	0.8594
0.0861	4.5354	2372	0.7682	0.1892	0.7682	0.8765
0.0861	4.5392	2374	0.8077	0.1039	0.8077	0.8987
0.0861	4.5430	2376	0.8319	0.1039	0.8319	0.9121
0.0861	4.5468	2378	0.8496	0.0488	0.8496	0.9217
0.0861	4.5507	2380	0.8387	0.1039	0.8387	0.9158
0.0861	4.5545	2382	0.8078	0.2025	0.8078	0.8988
0.0861	4.5583	2384	0.7781	0.2025	0.7781	0.8821
0.0861	4.5621	2386	0.7647	0.2500	0.7647	0.8745
0.0861	4.5660	2388	0.7307	0.4	0.7307	0.8548
0.0861	4.5698	2390	0.7114	0.4167	0.7114	0.8434
0.0861	4.5736	2392	0.7071	0.4658	0.7071	0.8409
0.0861	4.5774	2394	0.7037	0.4658	0.7037	0.8389
0.0861	4.5813	2396	0.6969	0.4658	0.6969	0.8348
0.0861	4.5851	2398	0.7108	0.3662	0.7108	0.8431
0.0861	4.5889	2400	0.7290	0.4	0.7290	0.8538
0.0861	4.5927	2402	0.7446	0.2025	0.7446	0.8629
0.0861	4.5966	2404	0.7478	0.2500	0.7478	0.8648
0.0861	4.6004	2406	0.7330	0.4167	0.7330	0.8562
0.0861	4.6042	2408	0.7196	0.4167	0.7196	0.8483
0.0861	4.6080	2410	0.7036	0.3333	0.7036	0.8388
0.0861	4.6119	2412	0.7145	0.3662	0.7145	0.8453
0.0861	4.6157	2414	0.7580	0.3478	0.7580	0.8706
0.0861	4.6195	2416	0.8177	0.1538	0.8177	0.9043
0.0861	4.6233	2418	0.8508	0.0741	0.8508	0.9224
0.0861	4.6272	2420	0.8348	0.0964	0.8348	0.9137
0.0861	4.6310	2422	0.7770	0.3014	0.7770	0.8815
0.0861	4.6348	2424	0.7040	0.4	0.7040	0.8391
0.0861	4.6386	2426	0.6748	0.3333	0.6748	0.8214
0.0861	4.6424	2428	0.6788	0.2388	0.6788	0.8239
0.0861	4.6463	2430	0.7025	0.3662	0.7025	0.8381
0.0861	4.6501	2432	0.7597	0.3478	0.7597	0.8716
0.0861	4.6539	2434	0.8366	0.0964	0.8366	0.9147
0.0861	4.6577	2436	0.8536	0.0964	0.8536	0.9239
0.0861	4.6616	2438	0.8245	0.1429	0.8245	0.9080
0.0861	4.6654	2440	0.7644	0.4	0.7644	0.8743
0.0861	4.6692	2442	0.7022	0.4507	0.7022	0.8380
0.0861	4.6730	2444	0.6628	0.3824	0.6628	0.8141
0.0861	4.6769	2446	0.6527	0.3824	0.6527	0.8079
0.0861	4.6807	2448	0.6580	0.3824	0.6580	0.8112
0.0861	4.6845	2450	0.6793	0.4507	0.6793	0.8242
0.0861	4.6883	2452	0.7258	0.3478	0.7258	0.8519
0.0861	4.6922	2454	0.7646	0.1538	0.7646	0.8744
0.0861	4.6960	2456	0.7814	0.1538	0.7814	0.8840
0.0861	4.6998	2458	0.7582	0.3014	0.7582	0.8707
0.0861	4.7036	2460	0.7108	0.4	0.7108	0.8431
0.0861	4.7075	2462	0.6930	0.4507	0.6930	0.8325
0.0861	4.7113	2464	0.7039	0.4507	0.7039	0.8390
0.0861	4.7151	2466	0.7295	0.4507	0.7295	0.8541
0.0861	4.7189	2468	0.7687	0.2963	0.7687	0.8767
0.0861	4.7228	2470	0.7799	0.2963	0.7799	0.8831

The model card is truncated. Read the rest on Hugging Face.

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 16, 2024
Updated: Nov 16, 2024