ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k80_task1_organization

MayBashendy/ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k80_task1_organization

ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k80_task1_organization 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: Dec 4, 2024
Updated: Dec 4, 2024
SHA: dd9b7c26

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k80_task1_organization

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: 0.8273
Qwk: 0.6117
Mse: 0.8273
Rmse: 0.9096

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	0.0053	2	4.9059	-0.0722	4.9059	2.2149
No log	0.0107	4	2.6931	0.0706	2.6931	1.6411
No log	0.0160	6	1.9041	0.0562	1.9041	1.3799
No log	0.0214	8	1.5155	0.2145	1.5155	1.2311
No log	0.0267	10	1.3266	0.1953	1.3266	1.1518
No log	0.0321	12	1.2517	0.2418	1.2517	1.1188
No log	0.0374	14	1.2172	0.1893	1.2172	1.1033
No log	0.0428	16	1.0863	0.2974	1.0863	1.0423
No log	0.0481	18	1.1268	0.2362	1.1268	1.0615
No log	0.0535	20	1.2812	0.0578	1.2812	1.1319
No log	0.0588	22	1.2179	0.2145	1.2179	1.1036
No log	0.0642	24	1.1164	0.3451	1.1164	1.0566
No log	0.0695	26	1.1049	0.3645	1.1049	1.0511
No log	0.0749	28	1.2108	0.3167	1.2108	1.1004
No log	0.0802	30	1.0981	0.3933	1.0981	1.0479
No log	0.0856	32	1.0659	0.4375	1.0659	1.0324
No log	0.0909	34	1.0311	0.3895	1.0311	1.0154
No log	0.0963	36	1.0175	0.2885	1.0175	1.0087
No log	0.1016	38	0.9611	0.3647	0.9611	0.9803
No log	0.1070	40	0.9289	0.5172	0.9289	0.9638
No log	0.1123	42	1.3348	0.1695	1.3348	1.1554
No log	0.1176	44	1.6331	0.1239	1.6331	1.2779
No log	0.1230	46	1.5015	0.1879	1.5015	1.2253
No log	0.1283	48	0.9667	0.3989	0.9667	0.9832
No log	0.1337	50	0.8980	0.3496	0.8980	0.9477
No log	0.1390	52	0.9953	0.3445	0.9953	0.9977
No log	0.1444	54	0.9015	0.3294	0.9015	0.9495
No log	0.1497	56	0.8731	0.4145	0.8731	0.9344
No log	0.1551	58	0.9712	0.4316	0.9712	0.9855
No log	0.1604	60	0.9558	0.5088	0.9558	0.9776
No log	0.1658	62	0.8882	0.4288	0.8882	0.9424
No log	0.1711	64	0.9628	0.3496	0.9628	0.9812
No log	0.1765	66	0.9955	0.375	0.9955	0.9978
No log	0.1818	68	1.0011	0.3521	1.0011	1.0005
No log	0.1872	70	0.8917	0.4276	0.8917	0.9443
No log	0.1925	72	0.8121	0.4317	0.8121	0.9012
No log	0.1979	74	0.8426	0.5456	0.8426	0.9179
No log	0.2032	76	0.6726	0.6212	0.6726	0.8201
No log	0.2086	78	0.5747	0.6400	0.5747	0.7581
No log	0.2139	80	0.5475	0.6561	0.5475	0.7400
No log	0.2193	82	0.6772	0.6139	0.6772	0.8229
No log	0.2246	84	1.2245	0.3724	1.2245	1.1066
No log	0.2299	86	1.3372	0.3242	1.3372	1.1564
No log	0.2353	88	1.0147	0.4242	1.0147	1.0073
No log	0.2406	90	0.8130	0.5050	0.8130	0.9017
No log	0.2460	92	0.9251	0.4582	0.9251	0.9618
No log	0.2513	94	1.3735	0.2025	1.3735	1.1720
No log	0.2567	96	1.5682	0.1596	1.5682	1.2523
No log	0.2620	98	1.4647	0.2880	1.4647	1.2103
No log	0.2674	100	1.1754	0.3449	1.1754	1.0842
No log	0.2727	102	0.9025	0.4560	0.9025	0.9500
No log	0.2781	104	0.9447	0.4696	0.9447	0.9720
No log	0.2834	106	1.1317	0.3896	1.1317	1.0638
No log	0.2888	108	1.1975	0.3908	1.1975	1.0943
No log	0.2941	110	1.0256	0.4021	1.0256	1.0127
No log	0.2995	112	1.0004	0.4338	1.0004	1.0002
No log	0.3048	114	1.1051	0.4340	1.1051	1.0512
No log	0.3102	116	1.0785	0.4752	1.0785	1.0385
No log	0.3155	118	0.9585	0.4911	0.9585	0.9790
No log	0.3209	120	0.7773	0.55	0.7773	0.8817
No log	0.3262	122	0.8017	0.5473	0.8017	0.8954
No log	0.3316	124	1.0211	0.4525	1.0211	1.0105
No log	0.3369	126	1.3656	0.2881	1.3656	1.1686
No log	0.3422	128	1.5832	0.1724	1.5832	1.2583
No log	0.3476	130	1.4494	0.3236	1.4494	1.2039
No log	0.3529	132	1.2106	0.3670	1.2106	1.1003
No log	0.3583	134	1.1837	0.3875	1.1837	1.0880
No log	0.3636	136	1.0028	0.5028	1.0028	1.0014
No log	0.3690	138	0.8333	0.5619	0.8333	0.9128
No log	0.3743	140	0.8441	0.5619	0.8441	0.9188
No log	0.3797	142	0.7306	0.6159	0.7306	0.8548
No log	0.3850	144	0.6352	0.6376	0.6352	0.7970
No log	0.3904	146	0.7019	0.6766	0.7019	0.8378
No log	0.3957	148	0.8001	0.5733	0.8001	0.8945
No log	0.4011	150	1.1516	0.4733	1.1516	1.0731
No log	0.4064	152	1.2348	0.4375	1.2348	1.1112
No log	0.4118	154	1.0087	0.4987	1.0087	1.0043
No log	0.4171	156	0.7679	0.6529	0.7679	0.8763
No log	0.4225	158	0.8377	0.5793	0.8377	0.9153
No log	0.4278	160	1.1878	0.3740	1.1878	1.0899
No log	0.4332	162	1.3567	0.3853	1.3567	1.1648
No log	0.4385	164	1.0855	0.4773	1.0855	1.0419
No log	0.4439	166	0.9645	0.4792	0.9645	0.9821
No log	0.4492	168	0.7774	0.5807	0.7774	0.8817
No log	0.4545	170	0.7833	0.5807	0.7833	0.8850
No log	0.4599	172	0.9161	0.5169	0.9161	0.9571
No log	0.4652	174	0.9894	0.4928	0.9894	0.9947
No log	0.4706	176	0.9447	0.4689	0.9447	0.9720
No log	0.4759	178	0.8352	0.5617	0.8352	0.9139
No log	0.4813	180	0.8450	0.5645	0.8450	0.9192
No log	0.4866	182	0.8618	0.5381	0.8618	0.9283
No log	0.4920	184	0.9683	0.4890	0.9683	0.9840
No log	0.4973	186	1.0733	0.4408	1.0733	1.0360
No log	0.5027	188	0.9560	0.5748	0.9560	0.9777
No log	0.5080	190	0.7181	0.6385	0.7181	0.8474
No log	0.5134	192	0.6445	0.6013	0.6445	0.8028
No log	0.5187	194	0.6930	0.6057	0.6930	0.8325
No log	0.5241	196	1.0279	0.5593	1.0279	1.0138
No log	0.5294	198	1.3833	0.3904	1.3833	1.1762
No log	0.5348	200	1.2407	0.4474	1.2407	1.1139
No log	0.5401	202	0.9585	0.4813	0.9585	0.9790
No log	0.5455	204	0.9181	0.4375	0.9181	0.9582
No log	0.5508	206	0.9808	0.3352	0.9808	0.9903
No log	0.5561	208	1.0648	0.3706	1.0648	1.0319
No log	0.5615	210	1.1164	0.5046	1.1164	1.0566
No log	0.5668	212	1.0828	0.4986	1.0828	1.0406
No log	0.5722	214	1.1024	0.4973	1.1024	1.0499
No log	0.5775	216	1.0844	0.4973	1.0844	1.0414
No log	0.5829	218	1.2066	0.4104	1.2066	1.0985
No log	0.5882	220	1.3728	0.3539	1.3728	1.1717
No log	0.5936	222	1.4925	0.2983	1.4925	1.2217
No log	0.5989	224	1.3253	0.3504	1.3253	1.1512
No log	0.6043	226	1.0446	0.5119	1.0446	1.0221
No log	0.6096	228	0.8801	0.5336	0.8801	0.9381
No log	0.6150	230	0.8719	0.5476	0.8719	0.9338
No log	0.6203	232	0.9571	0.5512	0.9571	0.9783
No log	0.6257	234	1.1386	0.5720	1.1386	1.0671
No log	0.6310	236	1.1254	0.5720	1.1254	1.0608
No log	0.6364	238	0.9522	0.5837	0.9522	0.9758
No log	0.6417	240	0.8093	0.5839	0.8093	0.8996
No log	0.6471	242	0.7735	0.6203	0.7735	0.8795
No log	0.6524	244	0.7278	0.5690	0.7278	0.8531
No log	0.6578	246	0.6880	0.6415	0.6880	0.8295
No log	0.6631	248	0.8555	0.5588	0.8555	0.9249
No log	0.6684	250	1.0297	0.5289	1.0297	1.0147
No log	0.6738	252	0.9860	0.5056	0.9860	0.9930
No log	0.6791	254	0.8329	0.5985	0.8329	0.9126
No log	0.6845	256	0.7188	0.5909	0.7188	0.8478
No log	0.6898	258	0.5681	0.7093	0.5681	0.7537
No log	0.6952	260	0.5544	0.7093	0.5544	0.7446
No log	0.7005	262	0.7035	0.6434	0.7035	0.8387
No log	0.7059	264	1.0370	0.5726	1.0370	1.0183
No log	0.7112	266	1.0276	0.5595	1.0276	1.0137
No log	0.7166	268	0.8588	0.6301	0.8588	0.9267
No log	0.7219	270	0.6605	0.6652	0.6605	0.8127
No log	0.7273	272	0.5819	0.6795	0.5819	0.7629
No log	0.7326	274	0.6248	0.6795	0.6248	0.7904
No log	0.7380	276	0.7259	0.6786	0.7259	0.8520
No log	0.7433	278	0.8054	0.6480	0.8054	0.8975
No log	0.7487	280	0.9078	0.5920	0.9078	0.9528
No log	0.7540	282	0.8717	0.5748	0.8717	0.9337
No log	0.7594	284	0.8488	0.5748	0.8488	0.9213
No log	0.7647	286	0.9109	0.5748	0.9109	0.9544
No log	0.7701	288	0.8119	0.5641	0.8119	0.9011
No log	0.7754	290	0.7265	0.5933	0.7265	0.8524
No log	0.7807	292	0.6623	0.6099	0.6623	0.8138
No log	0.7861	294	0.6627	0.6075	0.6627	0.8140
No log	0.7914	296	0.6716	0.625	0.6716	0.8195
No log	0.7968	298	0.7360	0.6009	0.7360	0.8579
No log	0.8021	300	0.7835	0.6092	0.7835	0.8852
No log	0.8075	302	0.7405	0.6434	0.7405	0.8605
No log	0.8128	304	0.6862	0.65	0.6862	0.8284
No log	0.8182	306	0.6261	0.7093	0.6261	0.7913
No log	0.8235	308	0.6066	0.7109	0.6066	0.7789
No log	0.8289	310	0.6101	0.7227	0.6101	0.7811
No log	0.8342	312	0.6611	0.6786	0.6611	0.8131
No log	0.8396	314	0.7341	0.6365	0.7341	0.8568
No log	0.8449	316	0.6881	0.6716	0.6881	0.8295
No log	0.8503	318	0.6311	0.7093	0.6311	0.7944
No log	0.8556	320	0.6018	0.6833	0.6018	0.7757
No log	0.8610	322	0.6063	0.6833	0.6063	0.7787
No log	0.8663	324	0.6937	0.7017	0.6937	0.8329
No log	0.8717	326	0.8110	0.6092	0.8110	0.9006
No log	0.8770	328	0.8675	0.5382	0.8675	0.9314
No log	0.8824	330	0.8069	0.5777	0.8069	0.8983
No log	0.8877	332	0.6809	0.65	0.6809	0.8252
No log	0.8930	334	0.6578	0.7017	0.6578	0.8111
No log	0.8984	336	0.7485	0.6365	0.7485	0.8652
No log	0.9037	338	0.7500	0.6365	0.7500	0.8660
No log	0.9091	340	0.7094	0.6239	0.7094	0.8422
No log	0.9144	342	0.7303	0.6667	0.7303	0.8546
No log	0.9198	344	0.7012	0.6686	0.7012	0.8374
No log	0.9251	346	0.6411	0.6786	0.6411	0.8007
No log	0.9305	348	0.6135	0.6110	0.6135	0.7832
No log	0.9358	350	0.6174	0.7	0.6174	0.7858
No log	0.9412	352	0.6356	0.7188	0.6356	0.7973
No log	0.9465	354	0.6749	0.6654	0.6749	0.8215
No log	0.9519	356	0.6748	0.6593	0.6748	0.8214
No log	0.9572	358	0.7051	0.6361	0.7051	0.8397
No log	0.9626	360	0.7678	0.6385	0.7678	0.8762
No log	0.9679	362	0.8003	0.6649	0.8003	0.8946
No log	0.9733	364	0.7815	0.5897	0.7815	0.8840
No log	0.9786	366	0.7315	0.5957	0.7315	0.8553
No log	0.9840	368	0.7482	0.6176	0.7482	0.8650
No log	0.9893	370	0.7956	0.5943	0.7956	0.8920
No log	0.9947	372	0.8075	0.6150	0.8075	0.8986
No log	1.0	374	0.8482	0.6113	0.8482	0.9210
No log	1.0053	376	0.7435	0.6649	0.7435	0.8623
No log	1.0107	378	0.6948	0.6473	0.6948	0.8336
No log	1.0160	380	0.7363	0.6649	0.7363	0.8581
No log	1.0214	382	0.8905	0.5887	0.8905	0.9436
No log	1.0267	384	0.9632	0.5361	0.9632	0.9815
No log	1.0321	386	0.8344	0.6092	0.8344	0.9135
No log	1.0374	388	0.7666	0.6229	0.7666	0.8755
No log	1.0428	390	0.7696	0.6229	0.7696	0.8772
No log	1.0481	392	0.8636	0.6092	0.8636	0.9293
No log	1.0535	394	0.9790	0.5382	0.9790	0.9895
No log	1.0588	396	0.9435	0.5720	0.9435	0.9713
No log	1.0642	398	0.7397	0.5992	0.7397	0.8601
No log	1.0695	400	0.5616	0.6691	0.5616	0.7494
No log	1.0749	402	0.5429	0.6591	0.5429	0.7368
No log	1.0802	404	0.5520	0.6549	0.5520	0.7429
No log	1.0856	406	0.6378	0.7093	0.6378	0.7986
No log	1.0909	408	0.8345	0.6097	0.8345	0.9135
No log	1.0963	410	0.9339	0.5748	0.9339	0.9664
No log	1.1016	412	0.8809	0.5748	0.8809	0.9385
No log	1.1070	414	0.8699	0.5748	0.8699	0.9327
No log	1.1123	416	0.8247	0.6301	0.8247	0.9082
No log	1.1176	418	0.7148	0.5696	0.7148	0.8455
No log	1.1230	420	0.6388	0.5728	0.6388	0.7992
No log	1.1283	422	0.6288	0.5895	0.6288	0.7930
No log	1.1337	424	0.6229	0.625	0.6229	0.7893
No log	1.1390	426	0.6603	0.6622	0.6603	0.8126
No log	1.1444	428	0.7254	0.6101	0.7254	0.8517
No log	1.1497	430	0.6999	0.6222	0.6999	0.8366
No log	1.1551	432	0.6251	0.6751	0.6251	0.7906
No log	1.1604	434	0.6001	0.6736	0.6001	0.7746
No log	1.1658	436	0.6202	0.6751	0.6202	0.7875
No log	1.1711	438	0.7143	0.6734	0.7143	0.8452
No log	1.1765	440	0.7878	0.6221	0.7878	0.8876
No log	1.1818	442	0.8241	0.6097	0.8241	0.9078
No log	1.1872	444	0.8374	0.6097	0.8374	0.9151
No log	1.1925	446	0.8040	0.6097	0.8040	0.8967
No log	1.1979	448	0.8281	0.5992	0.8281	0.9100
No log	1.2032	450	0.8522	0.5992	0.8522	0.9231
No log	1.2086	452	0.8138	0.5992	0.8138	0.9021
No log	1.2139	454	0.7260	0.5737	0.7260	0.8520
No log	1.2193	456	0.7054	0.6333	0.7054	0.8399
No log	1.2246	458	0.7091	0.5759	0.7091	0.8421
No log	1.2299	460	0.7809	0.5980	0.7809	0.8837
No log	1.2353	462	0.8552	0.6097	0.8552	0.9247
No log	1.2406	464	0.8412	0.6097	0.8412	0.9172
No log	1.2460	466	0.7639	0.5992	0.7639	0.8740
No log	1.2513	468	0.6781	0.5752	0.6781	0.8234
No log	1.2567	470	0.6589	0.5972	0.6589	0.8117
No log	1.2620	472	0.6851	0.5972	0.6851	0.8277
No log	1.2674	474	0.7422	0.5578	0.7422	0.8615
No log	1.2727	476	0.8311	0.5512	0.8311	0.9117
No log	1.2781	478	0.9057	0.5382	0.9057	0.9517
No log	1.2834	480	0.8557	0.5638	0.8557	0.9250
No log	1.2888	482	0.7378	0.6047	0.7378	0.8589
No log	1.2941	484	0.6650	0.6165	0.6650	0.8155
No log	1.2995	486	0.6644	0.6410	0.6644	0.8151
No log	1.3048	488	0.6814	0.625	0.6814	0.8255
No log	1.3102	490	0.6990	0.6547	0.6990	0.8361
No log	1.3155	492	0.7246	0.6136	0.7246	0.8512
No log	1.3209	494	0.7799	0.6101	0.7799	0.8831
No log	1.3262	496	0.8772	0.5960	0.8772	0.9366
No log	1.3316	498	0.9125	0.5960	0.9125	0.9552
0.4751	1.3369	500	0.8374	0.5949	0.8374	0.9151
0.4751	1.3422	502	0.7132	0.5857	0.7132	0.8445
0.4751	1.3476	504	0.6717	0.6855	0.6717	0.8196
0.4751	1.3529	506	0.6700	0.6529	0.6700	0.8185
0.4751	1.3583	508	0.6898	0.5897	0.6898	0.8306
0.4751	1.3636	510	0.6964	0.6121	0.6964	0.8345
0.4751	1.3690	512	0.6684	0.6855	0.6684	0.8175
0.4751	1.3743	514	0.6398	0.6905	0.6398	0.7999
0.4751	1.3797	516	0.6342	0.6667	0.6342	0.7964
0.4751	1.3850	518	0.6202	0.7141	0.6202	0.7875
0.4751	1.3904	520	0.6661	0.6192	0.6661	0.8161
0.4751	1.3957	522	0.7238	0.6222	0.7238	0.8508
0.4751	1.4011	524	0.8123	0.6241	0.8123	0.9013
0.4751	1.4064	526	0.8267	0.6241	0.8267	0.9092
0.4751	1.4118	528	0.7500	0.6222	0.7500	0.8660
0.4751	1.4171	530	0.6687	0.6671	0.6687	0.8177
0.4751	1.4225	532	0.6439	0.6671	0.6439	0.8024
0.4751	1.4278	534	0.6150	0.6897	0.6150	0.7842
0.4751	1.4332	536	0.6094	0.6707	0.6094	0.7807
0.4751	1.4385	538	0.6364	0.6885	0.6364	0.7977
0.4751	1.4439	540	0.7729	0.6241	0.7729	0.8791
0.4751	1.4492	542	0.8459	0.6097	0.8459	0.9197
0.4751	1.4545	544	0.7934	0.6367	0.7934	0.8907
0.4751	1.4599	546	0.7038	0.7218	0.7038	0.8389
0.4751	1.4652	548	0.6802	0.6638	0.6802	0.8248
0.4751	1.4706	550	0.6363	0.6476	0.6363	0.7977
0.4751	1.4759	552	0.6581	0.6476	0.6581	0.8112
0.4751	1.4813	554	0.7585	0.6431	0.7585	0.8709
0.4751	1.4866	556	0.9727	0.5135	0.9727	0.9863
0.4751	1.4920	558	1.1404	0.4851	1.1404	1.0679
0.4751	1.4973	560	1.1196	0.4851	1.1196	1.0581
0.4751	1.5027	562	1.0354	0.5341	1.0354	1.0175
0.4751	1.5080	564	0.9310	0.5281	0.9310	0.9649
0.4751	1.5134	566	0.9115	0.5800	0.9115	0.9547
0.4751	1.5187	568	0.8945	0.6154	0.8945	0.9458
0.4751	1.5241	570	0.8944	0.5909	0.8944	0.9457
0.4751	1.5294	572	0.9102	0.5562	0.9102	0.9540
0.4751	1.5348	574	0.9299	0.5562	0.9299	0.9643
0.4751	1.5401	576	0.8928	0.5777	0.8928	0.9449
0.4751	1.5455	578	0.8644	0.6005	0.8644	0.9297
0.4751	1.5508	580	0.7598	0.6319	0.7598	0.8717
0.4751	1.5561	582	0.7209	0.6447	0.7209	0.8491
0.4751	1.5615	584	0.7479	0.6319	0.7479	0.8648
0.4751	1.5668	586	0.7986	0.6319	0.7986	0.8937
0.4751	1.5722	588	0.8561	0.6040	0.8561	0.9253
0.4751	1.5775	590	0.8183	0.6119	0.8183	0.9046
0.4751	1.5829	592	0.7948	0.6136	0.7948	0.8915
0.4751	1.5882	594	0.7846	0.6136	0.7846	0.8858
0.4751	1.5936	596	0.7811	0.6136	0.7811	0.8838
0.4751	1.5989	598	0.7623	0.6119	0.7623	0.8731
0.4751	1.6043	600	0.7884	0.6341	0.7884	0.8879
0.4751	1.6096	602	0.8748	0.5867	0.8748	0.9353
0.4751	1.6150	604	1.0420	0.4860	1.0420	1.0208
0.4751	1.6203	606	1.2713	0.4501	1.2713	1.1275
0.4751	1.6257	608	1.3581	0.4023	1.3581	1.1654
0.4751	1.6310	610	1.2668	0.4375	1.2668	1.1255
0.4751	1.6364	612	1.0881	0.4504	1.0881	1.0431
0.4751	1.6417	614	0.9241	0.5748	0.9241	0.9613
0.4751	1.6471	616	0.8311	0.5943	0.8311	0.9116
0.4751	1.6524	618	0.7568	0.5921	0.7568	0.8699
0.4751	1.6578	620	0.7330	0.6337	0.7330	0.8562
0.4751	1.6631	622	0.7618	0.6337	0.7618	0.8728
0.4751	1.6684	624	0.8979	0.5887	0.8979	0.9476
0.4751	1.6738	626	0.9982	0.4375	0.9982	0.9991
0.4751	1.6791	628	0.9979	0.4375	0.9979	0.9989
0.4751	1.6845	630	0.8707	0.55	0.8707	0.9331
0.4751	1.6898	632	0.7786	0.6093	0.7786	0.8824
0.4751	1.6952	634	0.7616	0.6548	0.7616	0.8727
0.4751	1.7005	636	0.7556	0.6519	0.7556	0.8692
0.4751	1.7059	638	0.7839	0.6473	0.7839	0.8854
0.4751	1.7112	640	0.7780	0.6519	0.7780	0.8821
0.4751	1.7166	642	0.8068	0.6337	0.8068	0.8982
0.4751	1.7219	644	0.8078	0.6337	0.8078	0.8988
0.4751	1.7273	646	0.7828	0.6337	0.7828	0.8848
0.4751	1.7326	648	0.7852	0.5833	0.7852	0.8861
0.4751	1.7380	650	0.7606	0.5833	0.7606	0.8721
0.4751	1.7433	652	0.8044	0.5702	0.8044	0.8969
0.4751	1.7487	654	0.8559	0.5920	0.8559	0.9252
0.4751	1.7540	656	0.8008	0.5943	0.8008	0.8949
0.4751	1.7594	658	0.7431	0.6458	0.7431	0.8620
0.4751	1.7647	660	0.7062	0.6686	0.7062	0.8404
0.4751	1.7701	662	0.7533	0.6634	0.7533	0.8679
0.4751	1.7754	664	0.8639	0.5428	0.8639	0.9295
0.4751	1.7807	666	1.0136	0.5114	1.0136	1.0068
0.4751	1.7861	668	1.0507	0.4759	1.0507	1.0250
0.4751	1.7914	670	0.9967	0.4538	0.9967	0.9983
0.4751	1.7968	672	0.8877	0.5691	0.8877	0.9422
0.4751	1.8021	674	0.8203	0.6652	0.8203	0.9057
0.4751	1.8075	676	0.7938	0.5743	0.7938	0.8910
0.4751	1.8128	678	0.8115	0.5437	0.8115	0.9008
0.4751	1.8182	680	0.8386	0.5714	0.8386	0.9157
0.4751	1.8235	682	0.8383	0.6226	0.8383	0.9156
0.4751	1.8289	684	0.7903	0.6484	0.7903	0.8890
0.4751	1.8342	686	0.7064	0.6324	0.7064	0.8405
0.4751	1.8396	688	0.6785	0.6422	0.6785	0.8237
0.4751	1.8449	690	0.6792	0.6992	0.6792	0.8241
0.4751	1.8503	692	0.7460	0.6653	0.7460	0.8637
0.4751	1.8556	694	0.8802	0.5664	0.8802	0.9382
0.4751	1.8610	696	0.9418	0.5693	0.9418	0.9705
0.4751	1.8663	698	0.9116	0.5940	0.9116	0.9548
0.4751	1.8717	700	0.7979	0.6454	0.7979	0.8933
0.4751	1.8770	702	0.7392	0.6686	0.7392	0.8598
0.4751	1.8824	704	0.7083	0.6822	0.7083	0.8416
0.4751	1.8877	706	0.7172	0.6599	0.7172	0.8469
0.4751	1.8930	708	0.7316	0.6458	0.7316	0.8553
0.4751	1.8984	710	0.7910	0.6616	0.7910	0.8894
0.4751	1.9037	712	0.8334	0.5641	0.8334	0.9129
0.4751	1.9091	714	0.7671	0.6616	0.7671	0.8758
0.4751	1.9144	716	0.7486	0.6410	0.7486	0.8652
0.4751	1.9198	718	0.6918	0.6879	0.6918	0.8317
0.4751	1.9251	720	0.6431	0.7008	0.6431	0.8020
0.4751	1.9305	722	0.6348	0.7008	0.6348	0.7968
0.4751	1.9358	724	0.6480	0.7093	0.6480	0.8050
0.4751	1.9412	726	0.6164	0.6821	0.6164	0.7851
0.4751	1.9465	728	0.6167	0.7195	0.6167	0.7853
0.4751	1.9519	730	0.6350	0.7049	0.6350	0.7969
0.4751	1.9572	732	0.7029	0.6599	0.7029	0.8384
0.4751	1.9626	734	0.7333	0.6271	0.7333	0.8563
0.4751	1.9679	736	0.7136	0.6739	0.7136	0.8448
0.4751	1.9733	738	0.7104	0.6528	0.7104	0.8429
0.4751	1.9786	740	0.7152	0.6384	0.7152	0.8457
0.4751	1.9840	742	0.7421	0.6337	0.7421	0.8614
0.4751	1.9893	744	0.7502	0.6337	0.7502	0.8661
0.4751	1.9947	746	0.7859	0.6431	0.7859	0.8865
0.4751	2.0	748	0.8753	0.5619	0.8753	0.9356
0.4751	2.0053	750	0.9670	0.4792	0.9670	0.9834
0.4751	2.0107	752	1.0689	0.4375	1.0689	1.0339
0.4751	2.0160	754	1.0994	0.4375	1.0994	1.0485
0.4751	2.0214	756	1.0435	0.4756	1.0435	1.0215
0.4751	2.0267	758	0.9769	0.4263	0.9769	0.9884
0.4751	2.0321	760	0.8979	0.5072	0.8979	0.9476
0.4751	2.0374	762	0.8260	0.6053	0.8260	0.9089
0.4751	2.0428	764	0.7862	0.5884	0.7862	0.8867
0.4751	2.0481	766	0.7900	0.5884	0.7900	0.8888
0.4751	2.0535	768	0.8499	0.55	0.8499	0.9219
0.4751	2.0588	770	0.9602	0.5056	0.9602	0.9799
0.4751	2.0642	772	1.0118	0.4892	1.0118	1.0059
0.4751	2.0695	774	0.9496	0.4655	0.9496	0.9745
0.4751	2.0749	776	0.8370	0.4986	0.8370	0.9149
0.4751	2.0802	778	0.7679	0.6026	0.7679	0.8763
0.4751	2.0856	780	0.7473	0.6345	0.7473	0.8645
0.4751	2.0909	782	0.7473	0.6076	0.7473	0.8644
0.4751	2.0963	784	0.7431	0.628	0.7431	0.8620
0.4751	2.1016	786	0.7486	0.6693	0.7486	0.8652
0.4751	2.1070	788	0.7508	0.6566	0.7508	0.8665
0.4751	2.1123	790	0.7440	0.6438	0.7440	0.8626
0.4751	2.1176	792	0.7332	0.6838	0.7332	0.8562
0.4751	2.1230	794	0.7127	0.6984	0.7127	0.8442
0.4751	2.1283	796	0.6892	0.6710	0.6892	0.8302
0.4751	2.1337	798	0.6938	0.7276	0.6938	0.8330
0.4751	2.1390	800	0.6939	0.7093	0.6939	0.8330
0.4751	2.1444	802	0.7421	0.6053	0.7421	0.8615
0.4751	2.1497	804	0.7578	0.5899	0.7578	0.8705
0.4751	2.1551	806	0.6981	0.6844	0.6981	0.8355
0.4751	2.1604	808	0.6455	0.6893	0.6455	0.8035
0.4751	2.1658	810	0.6344	0.6602	0.6344	0.7965
0.4751	2.1711	812	0.6356	0.6710	0.6356	0.7972
0.4751	2.1765	814	0.6437	0.7025	0.6437	0.8023
0.4751	2.1818	816	0.6416	0.6984	0.6416	0.8010
0.4751	2.1872	818	0.6388	0.6710	0.6388	0.7992
0.4751	2.1925	820	0.6397	0.6819	0.6397	0.7998
0.4751	2.1979	822	0.6672	0.7326	0.6672	0.8168
0.4751	2.2032	824	0.6881	0.6039	0.6881	0.8295
0.4751	2.2086	826	0.7052	0.6039	0.7052	0.8398
0.4751	2.2139	828	0.6892	0.6241	0.6892	0.8302
0.4751	2.2193	830	0.6338	0.7353	0.6338	0.7961
0.4751	2.2246	832	0.6158	0.7353	0.6158	0.7847
0.4751	2.2299	834	0.6113	0.6984	0.6113	0.7818
0.4751	2.2353	836	0.6102	0.7025	0.6102	0.7811
0.4751	2.2406	838	0.6146	0.7188	0.6146	0.7839
0.4751	2.2460	840	0.6126	0.6657	0.6126	0.7827
0.4751	2.2513	842	0.6195	0.6821	0.6195	0.7871
0.4751	2.2567	844	0.6184	0.6821	0.6184	0.7864
0.4751	2.2620	846	0.6359	0.6844	0.6359	0.7974
0.4751	2.2674	848	0.6187	0.7276	0.6187	0.7865
0.4751	2.2727	850	0.6007	0.7462	0.6007	0.7750
0.4751	2.2781	852	0.5974	0.7291	0.5974	0.7729
0.4751	2.2834	854	0.5960	0.7462	0.5960	0.7720
0.4751	2.2888	856	0.5928	0.7462	0.5928	0.7699
0.4751	2.2941	858	0.5944	0.7276	0.5944	0.7710
0.4751	2.2995	860	0.6061	0.7150	0.6061	0.7785
0.4751	2.3048	862	0.6161	0.7150	0.6161	0.7849
0.4751	2.3102	864	0.6244	0.7150	0.6244	0.7902
0.4751	2.3155	866	0.6350	0.7150	0.6350	0.7968
0.4751	2.3209	868	0.6460	0.7150	0.6460	0.8038
0.4751	2.3262	870	0.6439	0.7201	0.6439	0.8024
0.4751	2.3316	872	0.6431	0.7201	0.6431	0.8020
0.4751	2.3369	874	0.6500	0.7276	0.6500	0.8062
0.4751	2.3422	876	0.6688	0.7420	0.6688	0.8178
0.4751	2.3476	878	0.7031	0.7200	0.7031	0.8385
0.4751	2.3529	880	0.7009	0.7200	0.7009	0.8372
0.4751	2.3583	882	0.6733	0.7093	0.6733	0.8205
0.4751	2.3636	884	0.6541	0.7201	0.6541	0.8088
0.4751	2.3690	886	0.6527	0.7015	0.6527	0.8079
0.4751	2.3743	888	0.6555	0.6819	0.6555	0.8096
0.4751	2.3797	890	0.6646	0.6968	0.6646	0.8153
0.4751	2.3850	892	0.6975	0.6736	0.6975	0.8351
0.4751	2.3904	894	0.7689	0.6581	0.7689	0.8768
0.4751	2.3957	896	0.7924	0.6444	0.7924	0.8902
0.4751	2.4011	898	0.7806	0.6637	0.7806	0.8835
0.4751	2.4064	900	0.7365	0.6637	0.7365	0.8582
0.4751	2.4118	902	0.7192	0.6492	0.7192	0.8480
0.4751	2.4171	904	0.7634	0.6637	0.7634	0.8738
0.4751	2.4225	906	0.8252	0.6386	0.8252	0.9084
0.4751	2.4278	908	0.9494	0.6327	0.9494	0.9744
0.4751	2.4332	910	0.9807	0.5837	0.9807	0.9903
0.4751	2.4385	912	0.8943	0.6345	0.8943	0.9457
0.4751	2.4439	914	0.7485	0.6637	0.7485	0.8652
0.4751	2.4492	916	0.6465	0.6844	0.6465	0.8041
0.4751	2.4545	918	0.6069	0.7150	0.6069	0.7791
0.4751	2.4599	920	0.5986	0.7150	0.5986	0.7737
0.4751	2.4652	922	0.6161	0.7150	0.6161	0.7849
0.4751	2.4706	924	0.6944	0.6761	0.6944	0.8333
0.4751	2.4759	926	0.8504	0.5858	0.8504	0.9222
0.4751	2.4813	928	0.9622	0.5837	0.9622	0.9809
0.4751	2.4866	930	0.9523	0.5867	0.9523	0.9758
0.4751	2.4920	932	0.8696	0.6209	0.8696	0.9325
0.4751	2.4973	934	0.7962	0.6098	0.7962	0.8923
0.4751	2.5027	936	0.7614	0.5541	0.7614	0.8726
0.4751	2.5080	938	0.7398	0.6041	0.7398	0.8601
0.4751	2.5134	940	0.7331	0.6240	0.7331	0.8562
0.4751	2.5187	942	0.7449	0.6270	0.7449	0.8631
0.4751	2.5241	944	0.7946	0.5969	0.7946	0.8914
0.4751	2.5294	946	0.8656	0.5821	0.8656	0.9304
0.4751	2.5348	948	0.9215	0.5821	0.9215	0.9600
0.4751	2.5401	950	0.9808	0.5794	0.9808	0.9903
0.4751	2.5455	952	1.0338	0.5775	1.0338	1.0168
0.4751	2.5508	954	0.9643	0.5837	0.9643	0.9820
0.4751	2.5561	956	0.8574	0.5978	0.8574	0.9259
0.4751	2.5615	958	0.8337	0.5307	0.8337	0.9131
0.4751	2.5668	960	0.8751	0.5789	0.8751	0.9354
0.4751	2.5722	962	0.9877	0.5161	0.9877	0.9938
0.4751	2.5775	964	1.1233	0.5322	1.1233	1.0599
0.4751	2.5829	966	1.2204	0.5404	1.2204	1.1047
0.4751	2.5882	968	1.1875	0.5542	1.1875	1.0897
0.4751	2.5936	970	1.0795	0.5541	1.0795	1.0390
0.4751	2.5989	972	0.9799	0.5794	0.9799	0.9899
0.4751	2.6043	974	0.9119	0.5814	0.9119	0.9549
0.4751	2.6096	976	0.8695	0.5677	0.8695	0.9324
0.4751	2.6150	978	0.8490	0.5477	0.8490	0.9214
0.4751	2.6203	980	0.8703	0.5477	0.8703	0.9329
0.4751	2.6257	982	0.9580	0.5821	0.9580	0.9788
0.4751	2.6310	984	1.0199	0.5821	1.0199	1.0099
0.4751	2.6364	986	1.0513	0.5541	1.0513	1.0253
0.4751	2.6417	988	0.9777	0.5821	0.9777	0.9888
0.4751	2.6471	990	0.8552	0.5821	0.8552	0.9248
0.4751	2.6524	992	0.8015	0.6382	0.8015	0.8952
0.4751	2.6578	994	0.8120	0.6259	0.8120	0.9011
0.4751	2.6631	996	0.8543	0.6259	0.8543	0.9243
0.4751	2.6684	998	0.8213	0.6082	0.8212	0.9062
0.0948	2.6738	1000	0.7749	0.6098	0.7749	0.8803
0.0948	2.6791	1002	0.7416	0.5957	0.7416	0.8612
0.0948	2.6845	1004	0.7375	0.5957	0.7375	0.8588
0.0948	2.6898	1006	0.7784	0.6136	0.7784	0.8823
0.0948	2.6952	1008	0.8305	0.5697	0.8305	0.9113
0.0948	2.7005	1010	0.8399	0.5697	0.8399	0.9164
0.0948	2.7059	1012	0.7871	0.575	0.7871	0.8872
0.0948	2.7112	1014	0.7532	0.6271	0.7532	0.8679
0.0948	2.7166	1016	0.7364	0.6473	0.7364	0.8582
0.0948	2.7219	1018	0.7079	0.6557	0.7079	0.8414
0.0948	2.7273	1020	0.6910	0.6557	0.6910	0.8312
0.0948	2.7326	1022	0.7313	0.6429	0.7313	0.8552
0.0948	2.7380	1024	0.7964	0.6300	0.7964	0.8924
0.0948	2.7433	1026	0.8820	0.5931	0.8820	0.9391
0.0948	2.7487	1028	0.9900	0.5054	0.9900	0.9950
0.0948	2.7540	1030	1.0073	0.4668	1.0073	1.0037
0.0948	2.7594	1032	0.9717	0.4675	0.9717	0.9858
0.0948	2.7647	1034	0.9466	0.5088	0.9466	0.9729
0.0948	2.7701	1036	0.9579	0.4675	0.9579	0.9787
0.0948	2.7754	1038	0.9136	0.5088	0.9136	0.9558
0.0948	2.7807	1040	0.8873	0.5088	0.8873	0.9419
0.0948	2.7861	1042	0.8751	0.5358	0.8751	0.9355
0.0948	2.7914	1044	0.9076	0.5943	0.9076	0.9527
0.0948	2.7968	1046	0.9586	0.5641	0.9586	0.9791
0.0948	2.8021	1048	0.9408	0.5641	0.9408	0.9700
0.0948	2.8075	1050	0.8802	0.5664	0.8802	0.9382
0.0948	2.8128	1052	0.8470	0.5965	0.8470	0.9203
0.0948	2.8182	1054	0.8915	0.5664	0.8915	0.9442
0.0948	2.8235	1056	0.9182	0.5428	0.9182	0.9583
0.0948	2.8289	1058	0.9631	0.5027	0.9631	0.9814
0.0948	2.8342	1060	1.0007	0.4649	1.0007	1.0003
0.0948	2.8396	1062	0.9728	0.4406	0.9728	0.9863
0.0948	2.8449	1064	0.9228	0.55	0.9228	0.9606
0.0948	2.8503	1066	0.8962	0.55	0.8962	0.9467
0.0948	2.8556	1068	0.8657	0.5757	0.8657	0.9304
0.0948	2.8610	1070	0.8645	0.5664	0.8645	0.9298
0.0948	2.8663	1072	0.9281	0.5837	0.9281	0.9634
0.0948	2.8717	1074	0.9496	0.5837	0.9496	0.9745
0.0948	2.8770	1076	0.9154	0.5960	0.9154	0.9568
0.0948	2.8824	1078	0.8328	0.6300	0.8328	0.9126
0.0948	2.8877	1080	0.7874	0.6176	0.7874	0.8873
0.0948	2.8930	1082	0.7943	0.5741	0.7943	0.8912
0.0948	2.8984	1084	0.8446	0.5	0.8446	0.9190
0.0948	2.9037	1086	0.9363	0.4928	0.9363	0.9676
0.0948	2.9091	1088	0.9966	0.5028	0.9966	0.9983
0.0948	2.9144	1090	1.0721	0.4620	1.0721	1.0354
0.0948	2.9198	1092	1.1707	0.4240	1.1707	1.0820
0.0948	2.9251	1094	1.1846	0.4110	1.1846	1.0884
0.0948	2.9305	1096	1.1016	0.4482	1.1016	1.0496
0.0948	2.9358	1098	0.9634	0.5028	0.9634	0.9815
0.0948	2.9412	1100	0.8581	0.5354	0.8581	0.9264
0.0948	2.9465	1102	0.7928	0.5585	0.7928	0.8904
0.0948	2.9519	1104	0.7916	0.5741	0.7916	0.8897
0.0948	2.9572	1106	0.8391	0.5585	0.8391	0.9160
0.0948	2.9626	1108	0.9388	0.5043	0.9388	0.9689
0.0948	2.9679	1110	1.0921	0.4482	1.0921	1.0450
0.0948	2.9733	1112	1.1560	0.4482	1.1560	1.0752
0.0948	2.9786	1114	1.1395	0.4740	1.1395	1.0675
0.0948	2.9840	1116	1.0869	0.4870	1.0869	1.0425
0.0948	2.9893	1118	1.0030	0.5276	1.0030	1.0015
0.0948	2.9947	1120	0.9553	0.5276	0.9553	0.9774
0.0948	3.0	1122	0.9246	0.5276	0.9246	0.9616
0.0948	3.0053	1124	0.9305	0.5276	0.9305	0.9646
0.0948	3.0107	1126	0.8964	0.5276	0.8964	0.9468
0.0948	3.0160	1128	0.8609	0.5562	0.8609	0.9279
0.0948	3.0214	1130	0.8404	0.5943	0.8404	0.9167
0.0948	3.0267	1132	0.8487	0.5867	0.8487	0.9212
0.0948	3.0321	1134	0.8919	0.5867	0.8919	0.9444
0.0948	3.0374	1136	0.8674	0.5867	0.8674	0.9313
0.0948	3.0428	1138	0.8412	0.5867	0.8412	0.9172
0.0948	3.0481	1140	0.7879	0.5992	0.7879	0.8876
0.0948	3.0535	1142	0.7470	0.5792	0.7470	0.8643
0.0948	3.0588	1144	0.7289	0.6431	0.7289	0.8537
0.0948	3.0642	1146	0.7154	0.6478	0.7154	0.8458
0.0948	3.0695	1148	0.7096	0.6478	0.7096	0.8424
0.0948	3.0749	1150	0.7223	0.6478	0.7223	0.8499
0.0948	3.0802	1152	0.7297	0.6478	0.7297	0.8542
0.0948	3.0856	1154	0.7224	0.6618	0.7224	0.8500
0.0948	3.0909	1156	0.7136	0.6704	0.7136	0.8447
0.0948	3.0963	1158	0.7099	0.6704	0.7099	0.8425
0.0948	3.1016	1160	0.7213	0.6361	0.7213	0.8493
0.0948	3.1070	1162	0.7473	0.6209	0.7473	0.8645
0.0948	3.1123	1164	0.7777	0.5770	0.7777	0.8819
0.0948	3.1176	1166	0.8160	0.5770	0.8160	0.9033
0.0948	3.1230	1168	0.7923	0.5770	0.7923	0.8901
0.0948	3.1283	1170	0.7799	0.6117	0.7799	0.8831
0.0948	3.1337	1172	0.7840	0.6117	0.7840	0.8854
0.0948	3.1390	1174	0.7861	0.6117	0.7861	0.8866
0.0948	3.1444	1176	0.7749	0.6117	0.7749	0.8803
0.0948	3.1497	1178	0.7680	0.6619	0.7680	0.8763
0.0948	3.1551	1180	0.8105	0.6619	0.8105	0.9003
0.0948	3.1604	1182	0.8866	0.5898	0.8866	0.9416
0.0948	3.1658	1184	0.9272	0.6189	0.9272	0.9629
0.0948	3.1711	1186	0.9067	0.6189	0.9067	0.9522
0.0948	3.1765	1188	0.8631	0.6189	0.8631	0.9290
0.0948	3.1818	1190	0.8575	0.6410	0.8575	0.9260
0.0948	3.1872	1192	0.8659	0.6619	0.8659	0.9306
0.0948	3.1925	1194	0.8212	0.6619	0.8212	0.9062
0.0948	3.1979	1196	0.7968	0.6619	0.7968	0.8926
0.0948	3.2032	1198	0.7742	0.6619	0.7742	0.8799
0.0948	3.2086	1200	0.7862	0.6117	0.7862	0.8867
0.0948	3.2139	1202	0.8026	0.6117	0.8026	0.8959
0.0948	3.2193	1204	0.8026	0.5867	0.8026	0.8959
0.0948	3.2246	1206	0.7623	0.5888	0.7623	0.8731
0.0948	3.2299	1208	0.7725	0.5888	0.7725	0.8789
0.0948	3.2353	1210	0.8148	0.5867	0.8148	0.9026
0.0948	3.2406	1212	0.8731	0.5867	0.8731	0.9344
0.0948	3.2460	1214	0.8523	0.5867	0.8523	0.9232
0.0948	3.2513	1216	0.7881	0.5888	0.7881	0.8877
0.0948	3.2567	1218	0.6970	0.6751	0.6970	0.8349
0.0948	3.2620	1220	0.6666	0.6355	0.6666	0.8164
0.0948	3.2674	1222	0.6669	0.6707	0.6669	0.8166
0.0948	3.2727	1224	0.7059	0.6751	0.7059	0.8402
0.0948	3.2781	1226	0.7931	0.6153	0.7931	0.8906
0.0948	3.2834	1228	0.8801	0.5641	0.8801	0.9381
0.0948	3.2888	1230	0.8939	0.5641	0.8939	0.9455
0.0948	3.2941	1232	0.8725	0.5668	0.8725	0.9341
0.0948	3.2995	1234	0.8710	0.5733	0.8710	0.9333
0.0948	3.3048	1236	0.8860	0.5955	0.8860	0.9413
0.0948	3.3102	1238	0.9379	0.5512	0.9379	0.9685
0.0948	3.3155	1240	0.9868	0.5135	0.9868	0.9934
0.0948	3.3209	1242	0.9901	0.5135	0.9901	0.9950
0.0948	3.3262	1244	0.9133	0.6033	0.9133	0.9556
0.0948	3.3316	1246	0.8502	0.6410	0.8502	0.9221
0.0948	3.3369	1248	0.8579	0.6410	0.8579	0.9262
0.0948	3.3422	1250	0.9150	0.5770	0.9150	0.9565
0.0948	3.3476	1252	1.0361	0.5114	1.0361	1.0179
0.0948	3.3529	1254	1.1002	0.5099	1.1002	1.0489
0.0948	3.3583	1256	1.1193	0.4733	1.1193	1.0580
0.0948	3.3636	1258	1.1833	0.4733	1.1833	1.0878
0.0948	3.3690	1260	1.1738	0.4375	1.1738	1.0834
0.0948	3.3743	1262	1.1175	0.5119	1.1175	1.0571
0.0948	3.3797	1264	1.0464	0.5270	1.0464	1.0230
0.0948	3.3850	1266	1.0057	0.5270	1.0057	1.0028
0.0948	3.3904	1268	0.9999	0.5920	0.9999	0.9999
0.0948	3.3957	1270	1.0673	0.4748	1.0673	1.0331
0.0948	3.4011	1272	1.1620	0.4480	1.1620	1.0780
0.0948	3.4064	1274	1.2425	0.4476	1.2425	1.1147
0.0948	3.4118	1276	1.2376	0.4476	1.2376	1.1125
0.0948	3.4171	1278	1.2124	0.4476	1.2124	1.1011
0.0948	3.4225	1280	1.1252	0.4614	1.1252	1.0608
0.0948	3.4278	1282	1.0231	0.4748	1.0231	1.0115
0.0948	3.4332	1284	0.9148	0.5887	0.9148	0.9565
0.0948	3.4385	1286	0.8506	0.6410	0.8506	0.9223
0.0948	3.4439	1288	0.8119	0.6619	0.8119	0.9011
0.0948	3.4492	1290	0.7667	0.6473	0.7667	0.8756
0.0948	3.4545	1292	0.7762	0.6473	0.7762	0.8810
0.0948	3.4599	1294	0.8506	0.6410	0.8506	0.9223
0.0948	3.4652	1296	0.9702	0.5488	0.9702	0.9850
0.0948	3.4706	1298	1.0881	0.5119	1.0881	1.0431
0.0948	3.4759	1300	1.1283	0.4748	1.1283	1.0622
0.0948	3.4813	1302	1.1132	0.5119	1.1132	1.0551
0.0948	3.4866	1304	1.0289	0.5119	1.0289	1.0143
0.0948	3.4920	1306	0.9012	0.5179	0.9012	0.9493
0.0948	3.4973	1308	0.8126	0.6037	0.8126	0.9014
0.0948	3.5027	1310	0.7945	0.6271	0.7945	0.8914
0.0948	3.5080	1312	0.7813	0.6271	0.7813	0.8839
0.0948	3.5134	1314	0.7752	0.6271	0.7752	0.8805
0.0948	3.5187	1316	0.7732	0.6271	0.7732	0.8793
0.0948	3.5241	1318	0.7505	0.6568	0.7505	0.8663
0.0948	3.5294	1320	0.7228	0.6358	0.7228	0.8502
0.0948	3.5348	1322	0.7321	0.6358	0.7321	0.8557
0.0948	3.5401	1324	0.7479	0.6358	0.7479	0.8648
0.0948	3.5455	1326	0.8326	0.6170	0.8326	0.9125
0.0948	3.5508	1328	0.9409	0.5054	0.9409	0.9700
0.0948	3.5561	1330	1.0565	0.5257	1.0565	1.0279
0.0948	3.5615	1332	1.0856	0.5119	1.0856	1.0419
0.0948	3.5668	1334	1.0229	0.4793	1.0229	1.0114
0.0948	3.5722	1336	0.9154	0.5562	0.9154	0.9568
0.0948	3.5775	1338	0.7945	0.6195	0.7945	0.8914
0.0948	3.5829	1340	0.7361	0.6568	0.7361	0.8580
0.0948	3.5882	1342	0.7281	0.6568	0.7281	0.8533
0.0948	3.5936	1344	0.7806	0.65	0.7806	0.8835
0.0948	3.5989	1346	0.8818	0.628	0.8818	0.9390
0.0948	3.6043	1348	0.9877	0.5161	0.9877	0.9938
0.0948	3.6096	1350	1.0256	0.5251	1.0256	1.0127
0.0948	3.6150	1352	1.0200	0.5270	1.0200	1.0099
0.0948	3.6203	1354	1.0045	0.5270	1.0045	1.0022
0.0948	3.6257	1356	0.9693	0.5161	0.9693	0.9846
0.0948	3.6310	1358	0.9606	0.5161	0.9606	0.9801
0.0948	3.6364	1360	0.9423	0.5161	0.9423	0.9707
0.0948	3.6417	1362	0.9636	0.5161	0.9636	0.9816
0.0948	3.6471	1364	1.0160	0.5135	1.0160	1.0080
0.0948	3.6524	1366	1.0627	0.5135	1.0627	1.0309
0.0948	3.6578	1368	1.0463	0.5135	1.0463	1.0229
0.0948	3.6631	1370	0.9813	0.5027	0.9813	0.9906
0.0948	3.6684	1372	0.8720	0.5449	0.8720	0.9338
0.0948	3.6738	1374	0.8230	0.5946	0.8230	0.9072
0.0948	3.6791	1376	0.8325	0.5946	0.8325	0.9124
0.0948	3.6845	1378	0.8929	0.5449	0.8929	0.9449
0.0948	3.6898	1380	0.9795	0.5027	0.9795	0.9897
0.0948	3.6952	1382	1.0201	0.5027	1.0201	1.0100
0.0948	3.7005	1384	1.0611	0.5027	1.0611	1.0301
0.0948	3.7059	1386	1.1431	0.4759	1.1431	1.0692
0.0948	3.7112	1388	1.1613	0.4752	1.1613	1.0776
0.0948	3.7166	1390	1.1816	0.4501	1.1816	1.0870
0.0948	3.7219	1392	1.1467	0.4637	1.1467	1.0709
0.0948	3.7273	1394	1.0617	0.5027	1.0617	1.0304
0.0948	3.7326	1396	0.9302	0.4793	0.9302	0.9645
0.0948	3.7380	1398	0.8294	0.6271	0.8294	0.9107
0.0948	3.7433	1400	0.8103	0.6053	0.8103	0.9002
0.0948	3.7487	1402	0.8320	0.6271	0.8320	0.9121
0.0948	3.7540	1404	0.8753	0.5588	0.8753	0.9356
0.0948	3.7594	1406	0.9390	0.5027	0.9390	0.9690
0.0948	3.7647	1408	1.0245	0.5027	1.0245	1.0122
0.0948	3.7701	1410	1.1278	0.5	1.1278	1.0620
0.0948	3.7754	1412	1.1787	0.5104	1.1787	1.0857
0.0948	3.7807	1414	1.1386	0.5104	1.1386	1.0671
0.0948	3.7861	1416	1.0354	0.5027	1.0354	1.0175
0.0948	3.7914	1418	0.9497	0.4793	0.9497	0.9745
0.0948	3.7968	1420	0.9168	0.5072	0.9168	0.9575
0.0948	3.8021	1422	0.9539	0.5072	0.9539	0.9767
0.0948	3.8075	1424	1.0589	0.4756	1.0589	1.0290
0.0948	3.8128	1426	1.1473	0.4748	1.1473	1.0711
0.0948	3.8182	1428	1.2095	0.4733	1.2095	1.0998
0.0948	3.8235	1430	1.2062	0.4733	1.2062	1.0983
0.0948	3.8289	1432	1.1669	0.4740	1.1669	1.0802
0.0948	3.8342	1434	1.0765	0.4756	1.0765	1.0375
0.0948	3.8396	1436	0.9693	0.5072	0.9693	0.9845
0.0948	3.8449	1438	0.8982	0.5358	0.8982	0.9477
0.0948	3.8503	1440	0.8926	0.5358	0.8926	0.9448
0.0948	3.8556	1442	0.8823	0.5358	0.8823	0.9393
0.0948	3.8610	1444	0.8364	0.5358	0.8364	0.9145
0.0948	3.8663	1446	0.8529	0.5216	0.8529	0.9235
0.0948	3.8717	1448	0.9037	0.5673	0.9037	0.9506
0.0948	3.8770	1450	0.9633	0.5161	0.9633	0.9815
0.0948	3.8824	1452	0.9803	0.5145	0.9803	0.9901
0.0948	3.8877	1454	0.9290	0.5161	0.9290	0.9639
0.0948	3.8930	1456	0.8649	0.5673	0.8649	0.9300
0.0948	3.8984	1458	0.7723	0.6189	0.7723	0.8788
0.0948	3.9037	1460	0.7283	0.6529	0.7283	0.8534
0.0948	3.9091	1462	0.7435	0.6529	0.7435	0.8622
0.0948	3.9144	1464	0.8068	0.5673	0.8068	0.8982
0.0948	3.9198	1466	0.8446	0.5673	0.8446	0.9190
0.0948	3.9251	1468	0.8724	0.5289	0.8724	0.9340
0.0948	3.9305	1470	0.8436	0.5563	0.8436	0.9185
0.0948	3.9358	1472	0.8036	0.5563	0.8036	0.8964
0.0948	3.9412	1474	0.7703	0.6480	0.7703	0.8777
0.0948	3.9465	1476	0.7763	0.6480	0.7763	0.8811
0.0948	3.9519	1478	0.8394	0.5536	0.8394	0.9162
0.0948	3.9572	1480	0.8956	0.5536	0.8956	0.9464
0.0948	3.9626	1482	0.9509	0.5403	0.9509	0.9751
0.0948	3.9679	1484	0.9536	0.5403	0.9536	0.9765
0.0948	3.9733	1486	0.8890	0.5403	0.8890	0.9429
0.0948	3.9786	1488	0.8573	0.5403	0.8573	0.9259
0.0948	3.9840	1490	0.8280	0.5588	0.8280	0.9099
0.0948	3.9893	1492	0.8432	0.5588	0.8432	0.9183
0.0948	3.9947	1494	0.8359	0.5588	0.8359	0.9143
0.0948	4.0	1496	0.8305	0.5588	0.8305	0.9113
0.0948	4.0053	1498	0.8321	0.5808	0.8321	0.9122
0.0634	4.0107	1500	0.8232	0.5808	0.8232	0.9073
0.0634	4.0160	1502	0.7981	0.5588	0.7981	0.8934
0.0634	4.0214	1504	0.7981	0.5588	0.7981	0.8933
0.0634	4.0267	1506	0.8066	0.5808	0.8066	0.8981
0.0634	4.0321	1508	0.8317	0.5403	0.8317	0.9120
0.0634	4.0374	1510	0.8166	0.5449	0.8166	0.9037
0.0634	4.0428	1512	0.7783	0.5645	0.7783	0.8822
0.0634	4.0481	1514	0.7713	0.5645	0.7713	0.8783
0.0634	4.0535	1516	0.7947	0.5645	0.7947	0.8914
0.0634	4.0588	1518	0.8609	0.5449	0.8609	0.9278
0.0634	4.0642	1520	0.8997	0.5403	0.8997	0.9485
0.0634	4.0695	1522	0.9224	0.5403	0.9224	0.9604
0.0634	4.0749	1524	0.9124	0.5403	0.9124	0.9552
0.0634	4.0802	1526	0.8495	0.5536	0.8495	0.9217
0.0634	4.0856	1528	0.8257	0.5808	0.8257	0.9087
0.0634	4.0909	1530	0.8410	0.5536	0.8410	0.9171
0.0634	4.0963	1532	0.8788	0.5536	0.8788	0.9374
0.0634	4.1016	1534	0.9510	0.5403	0.9510	0.9752
0.0634	4.1070	1536	1.0075	0.5382	1.0075	1.0038
0.0634	4.1123	1538	1.0010	0.5382	1.0010	1.0005
0.0634	4.1176	1540	0.9885	0.5403	0.9885	0.9942
0.0634	4.1230	1542	0.9712	0.5403	0.9712	0.9855
0.0634	4.1283	1544	0.9088	0.5536	0.9088	0.9533
0.0634	4.1337	1546	0.8531	0.5616	0.8531	0.9236
0.0634	4.1390	1548	0.8407	0.5616	0.8407	0.9169
0.0634	4.1444	1550	0.8500	0.6055	0.8500	0.9220
0.0634	4.1497	1552	0.8837	0.5536	0.8837	0.9401
0.0634	4.1551	1554	0.8963	0.5770	0.8963	0.9467
0.0634	4.1604	1556	0.8911	0.5770	0.8911	0.9440
0.0634	4.1658	1558	0.8891	0.5770	0.8891	0.9429
0.0634	4.1711	1560	0.8551	0.628	0.8551	0.9247
0.0634	4.1765	1562	0.7762	0.6567	0.7762	0.8810
0.0634	4.1818	1564	0.7201	0.6307	0.7201	0.8486
0.0634	4.1872	1566	0.6900	0.6956	0.6900	0.8306
0.0634	4.1925	1568	0.7045	0.6499	0.7045	0.8394
0.0634	4.1979	1570	0.7306	0.7032	0.7306	0.8547
0.0634	4.2032	1572	0.7735	0.6494	0.7735	0.8795
0.0634	4.2086	1574	0.8466	0.5770	0.8466	0.9201
0.0634	4.2139	1576	0.9197	0.5406	0.9197	0.9590
0.0634	4.2193	1578	0.9424	0.5027	0.9424	0.9707
0.0634	4.2246	1580	0.9099	0.5161	0.9099	0.9539
0.0634	4.2299	1582	0.8527	0.5536	0.8527	0.9234
0.0634	4.2353	1584	0.7750	0.6480	0.7750	0.8803
0.0634	4.2406	1586	0.7490	0.6009	0.7490	0.8655
0.0634	4.2460	1588	0.7696	0.6293	0.7696	0.8773
0.0634	4.2513	1590	0.7995	0.6410	0.7995	0.8942
0.0634	4.2567	1592	0.8354	0.5898	0.8354	0.9140
0.0634	4.2620	1594	0.9095	0.5161	0.9095	0.9537
0.0634	4.2674	1596	0.9560	0.5027	0.9560	0.9778
0.0634	4.2727	1598	0.9944	0.5013	0.9944	0.9972
0.0634	4.2781	1600	0.9936	0.5013	0.9936	0.9968
0.0634	4.2834	1602	0.9741	0.5013	0.9741	0.9870
0.0634	4.2888	1604	0.9441	0.5027	0.9441	0.9716
0.0634	4.2941	1606	0.9325	0.5027	0.9325	0.9656
0.0634	4.2995	1608	0.9085	0.5027	0.9085	0.9532
0.0634	4.3048	1610	0.8676	0.5536	0.8676	0.9314
0.0634	4.3102	1612	0.8575	0.5668	0.8575	0.9260
0.0634	4.3155	1614	0.8536	0.5668	0.8536	0.9239
0.0634	4.3209	1616	0.8114	0.58	0.8114	0.9008
0.0634	4.3262	1618	0.7923	0.58	0.7923	0.8901
0.0634	4.3316	1620	0.7587	0.6026	0.7587	0.8711
0.0634	4.3369	1622	0.7396	0.6026	0.7396	0.8600
0.0634	4.3422	1624	0.7354	0.6744	0.7354	0.8576
0.0634	4.3476	1626	0.7420	0.6744	0.7420	0.8614
0.0634	4.3529	1628	0.7265	0.6744	0.7265	0.8524
0.0634	4.3583	1630	0.7078	0.6744	0.7078	0.8413
0.0634	4.3636	1632	0.7179	0.6744	0.7179	0.8473
0.0634	4.3690	1634	0.7502	0.6744	0.7502	0.8661
0.0634	4.3743	1636	0.8011	0.5770	0.8011	0.8950
0.0634	4.3797	1638	0.8593	0.5770	0.8593	0.9270
0.0634	4.3850	1640	0.9085	0.5276	0.9085	0.9532
0.0634	4.3904	1642	0.9385	0.5027	0.9385	0.9687
0.0634	4.3957	1644	0.8954	0.5027	0.8954	0.9463
0.0634	4.4011	1646	0.8412	0.5331	0.8412	0.9172
0.0634	4.4064	1648	0.8066	0.5527	0.8066	0.8981
0.0634	4.4118	1650	0.7724	0.5741	0.7724	0.8788
0.0634	4.4171	1652	0.7585	0.5896	0.7585	0.8709
0.0634	4.4225	1654	0.7597	0.5741	0.7597	0.8716
0.0634	4.4278	1656	0.7859	0.6114	0.7859	0.8865
0.0634	4.4332	1658	0.8470	0.5770	0.8470	0.9203
0.0634	4.4385	1660	0.9061	0.5027	0.9061	0.9519
0.0634	4.4439	1662	0.9641	0.5027	0.9641	0.9819
0.0634	4.4492	1664	0.9594	0.5027	0.9594	0.9795
0.0634	4.4545	1666	0.9513	0.5027	0.9513	0.9753
0.0634	4.4599	1668	0.9120	0.5161	0.9120	0.9550
0.0634	4.4652	1670	0.8816	0.5161	0.8816	0.9389
0.0634	4.4706	1672	0.8293	0.5161	0.8293	0.9106
0.0634	4.4759	1674	0.7634	0.6385	0.7634	0.8737
0.0634	4.4813	1676	0.7269	0.6217	0.7269	0.8526
0.0634	4.4866	1678	0.7242	0.6217	0.7242	0.8510
0.0634	4.4920	1680	0.7408	0.6217	0.7408	0.8607
0.0634	4.4973	1682	0.7852	0.5449	0.7852	0.8861
0.0634	4.5027	1684	0.8475	0.5161	0.8475	0.9206
0.0634	4.5080	1686	0.8841	0.5027	0.8841	0.9402
0.0634	4.5134	1688	0.8783	0.5027	0.8783	0.9372
0.0634	4.5187	1690	0.8399	0.5537	0.8399	0.9165
0.0634	4.5241	1692	0.7923	0.5673	0.7923	0.8901
0.0634	4.5294	1694	0.7330	0.5970	0.7330	0.8562
0.0634	4.5348	1696	0.7110	0.6050	0.7110	0.8432
0.0634	4.5401	1698	0.7108	0.6050	0.7108	0.8431
0.0634	4.5455	1700	0.7322	0.6154	0.7322	0.8557
0.0634	4.5508	1702	0.7812	0.5840	0.7812	0.8839
0.0634	4.5561	1704	0.8179	0.6055	0.8179	0.9044
0.0634	4.5615	1706	0.8490	0.5027	0.8490	0.9214
0.0634	4.5668	1708	0.8618	0.5027	0.8618	0.9283
0.0634	4.5722	1710	0.8730	0.5027	0.8730	0.9343
0.0634	4.5775	1712	0.8597	0.5276	0.8597	0.9272
0.0634	4.5829	1714	0.8425	0.5276	0.8425	0.9179
0.0634	4.5882	1716	0.8325	0.5406	0.8325	0.9124
0.0634	4.5936	1718	0.8372	0.5406	0.8372	0.9150
0.0634	4.5989	1720	0.8410	0.5406	0.8410	0.9171
0.0634	4.6043	1722	0.8511	0.5406	0.8511	0.9226
0.0634	4.6096	1724	0.8580	0.5406	0.8580	0.9263
0.0634	4.6150	1726	0.8485	0.5406	0.8485	0.9211
0.0634	4.6203	1728	0.8357	0.5535	0.8357	0.9142
0.0634	4.6257	1730	0.8638	0.5535	0.8638	0.9294
0.0634	4.6310	1732	0.9128	0.5161	0.9128	0.9554
0.0634	4.6364	1734	0.9677	0.5027	0.9677	0.9837
0.0634	4.6417	1736	0.9927	0.5013	0.9927	0.9963
0.0634	4.6471	1738	1.0020	0.4649	1.0020	1.0010
0.0634	4.6524	1740	0.9938	0.5027	0.9938	0.9969
0.0634	4.6578	1742	0.9941	0.5027	0.9941	0.9970
0.0634	4.6631	1744	0.9704	0.5161	0.9704	0.9851
0.0634	4.6684	1746	0.9901	0.5161	0.9901	0.9950
0.0634	4.6738	1748	1.0045	0.5027	1.0045	1.0022
0.0634	4.6791	1750	1.0384	0.5013	1.0384	1.0190
0.0634	4.6845	1752	1.0906	0.5119	1.0906	1.0443
0.0634	4.6898	1754	1.1234	0.4504	1.1234	1.0599
0.0634	4.6952	1756	1.1397	0.4501	1.1397	1.0676
0.0634	4.7005	1758	1.1325	0.4501	1.1325	1.0642
0.0634	4.7059	1760	1.0745	0.4637	1.0745	1.0366
0.0634	4.7112	1762	1.0229	0.5027	1.0229	1.0114
0.0634	4.7166	1764	1.0087	0.5027	1.0087	1.0043
0.0634	4.7219	1766	1.0139	0.5257	1.0139	1.0069
0.0634	4.7273	1768	1.0441	0.5	1.0441	1.0218
0.0634	4.7326	1770	1.0584	0.5	1.0584	1.0288
0.0634	4.7380	1772	1.0557	0.5	1.0557	1.0275
0.0634	4.7433	1774	1.0347	0.5229	1.0347	1.0172
0.0634	4.7487	1776	1.0286	0.5229	1.0286	1.0142
0.0634	4.7540	1778	1.0230	0.5229	1.0230	1.0115
0.0634	4.7594	1780	1.0244	0.5229	1.0244	1.0121
0.0634	4.7647	1782	1.0023	0.5489	1.0023	1.0011
0.0634	4.7701	1784	0.9894	0.5257	0.9894	0.9947
0.0634	4.7754	1786	0.9988	0.5257	0.9988	0.9994
0.0634	4.7807	1788	0.9867	0.4643	0.9867	0.9933
0.0634	4.7861	1790	0.9399	0.4649	0.9399	0.9695
0.0634	4.7914	1792	0.8891	0.5152	0.8891	0.9429
0.0634	4.7968	1794	0.8484	0.4915	0.8484	0.9211
0.0634	4.8021	1796	0.7856	0.5457	0.7856	0.8863
0.0634	4.8075	1798	0.7319	0.5884	0.7319	0.8555
0.0634	4.8128	1800	0.7116	0.6549	0.7116	0.8436
0.0634	4.8182	1802	0.7195	0.6549	0.7195	0.8482
0.0634	4.8235	1804	0.7194	0.6549	0.7194	0.8482
0.0634	4.8289	1806	0.7220	0.6958	0.7220	0.8497
0.0634	4.8342	1808	0.7428	0.6794	0.7428	0.8618
0.0634	4.8396	1810	0.7699	0.6794	0.7699	0.8774
0.0634	4.8449	1812	0.7546	0.6794	0.7546	0.8687
0.0634	4.8503	1814	0.7226	0.7158	0.7226	0.8501
0.0634	4.8556	1816	0.6837	0.7053	0.6837	0.8268
0.0634	4.8610	1818	0.6612	0.7339	0.6612	0.8131
0.0634	4.8663	1820	0.6662	0.7519	0.6662	0.8162
0.0634	4.8717	1822	0.6823	0.7249	0.6823	0.8260
0.0634	4.8770	1824	0.7068	0.6978	0.7068	0.8407
0.0634	4.8824	1826	0.7238	0.6702	0.7238	0.8508
0.0634	4.8877	1828	0.7531	0.6340	0.7531	0.8678
0.0634	4.8930	1830	0.7670	0.6322	0.7670	0.8758
0.0634	4.8984	1832	0.7605	0.5962	0.7605	0.8721
0.0634	4.9037	1834	0.7574	0.6466	0.7574	0.8703
0.0634	4.9091	1836	0.7477	0.6466	0.7477	0.8647
0.0634	4.9144	1838	0.7240	0.6595	0.7240	0.8509
0.0634	4.9198	1840	0.7182	0.6521	0.7182	0.8475
0.0634	4.9251	1842	0.7189	0.6826	0.7189	0.8479
0.0634	4.9305	1844	0.7280	0.7	0.7280	0.8532
0.0634	4.9358	1846	0.7328	0.6686	0.7328	0.8561
0.0634	4.9412	1848	0.7337	0.6686	0.7337	0.8566
0.0634	4.9465	1850	0.7453	0.6686	0.7453	0.8633
0.0634	4.9519	1852	0.7485	0.6571	0.7485	0.8652
0.0634	4.9572	1854	0.7545	0.6555	0.7545	0.8686
0.0634	4.9626	1856	0.7893	0.6222	0.7893	0.8884
0.0634	4.9679	1858	0.8005	0.6101	0.8005	0.8947
0.0634	4.9733	1860	0.7804	0.6136	0.7804	0.8834
0.0634	4.9786	1862	0.7543	0.6530	0.7543	0.8685
0.0634	4.9840	1864	0.7366	0.6270	0.7366	0.8583
0.0634	4.9893	1866	0.7143	0.7310	0.7143	0.8452
0.0634	4.9947	1868	0.6896	0.7025	0.6896	0.8304
0.0634	5.0	1870	0.6739	0.6984	0.6739	0.8209
0.0634	5.0053	1872	0.6726	0.7025	0.6726	0.8201
0.0634	5.0107	1874	0.6775	0.7025	0.6775	0.8231
0.0634	5.0160	1876	0.6890	0.6897	0.6890	0.8300
0.0634	5.0214	1878	0.7216	0.6844	0.7216	0.8495
0.0634	5.0267	1880	0.7492	0.6684	0.7492	0.8656
0.0634	5.0321	1882	0.7615	0.6684	0.7615	0.8727
0.0634	5.0374	1884	0.7501	0.6684	0.7501	0.8661
0.0634	5.0428	1886	0.7399	0.6492	0.7399	0.8602
0.0634	5.0481	1888	0.7213	0.6833	0.7213	0.8493
0.0634	5.0535	1890	0.6993	0.7114	0.6993	0.8362
0.0634	5.0588	1892	0.6935	0.7114	0.6935	0.8328
0.0634	5.0642	1894	0.6949	0.7114	0.6949	0.8336
0.0634	5.0695	1896	0.7103	0.6833	0.7103	0.8428
0.0634	5.0749	1898	0.7382	0.6549	0.7382	0.8592
0.0634	5.0802	1900	0.7404	0.6334	0.7404	0.8605
0.0634	5.0856	1902	0.7146	0.6606	0.7146	0.8453
0.0634	5.0909	1904	0.6933	0.7308	0.6933	0.8327
0.0634	5.0963	1906	0.6721	0.7308	0.6721	0.8198
0.0634	5.1016	1908	0.6579	0.7308	0.6579	0.8111
0.0634	5.1070	1910	0.6493	0.7308	0.6493	0.8058
0.0634	5.1123	1912	0.6556	0.7308	0.6556	0.8097
0.0634	5.1176	1914	0.6514	0.7308	0.6514	0.8071
0.0634	5.1230	1916	0.6602	0.7493	0.6602	0.8125
0.0634	5.1283	1918	0.6978	0.7425	0.6978	0.8353
0.0634	5.1337	1920	0.7338	0.6811	0.7338	0.8566
0.0634	5.1390	1922	0.7652	0.6447	0.7652	0.8748
0.0634	5.1444	1924	0.7724	0.6557	0.7724	0.8789
0.0634	5.1497	1926	0.7568	0.6447	0.7568	0.8700
0.0634	5.1551	1928	0.7305	0.6811	0.7305	0.8547
0.0634	5.1604	1930	0.7156	0.7063	0.7156	0.8459
0.0634	5.1658	1932	0.7106	0.7063	0.7106	0.8430
0.0634	5.1711	1934	0.7056	0.6880	0.7056	0.8400
0.0634	5.1765	1936	0.7081	0.6880	0.7081	0.8415
0.0634	5.1818	1938	0.7264	0.6880	0.7264	0.8523
0.0634	5.1872	1940	0.7439	0.6751	0.7439	0.8625
0.0634	5.1925	1942	0.7657	0.6811	0.7657	0.8751
0.0634	5.1979	1944	0.7879	0.6405	0.7879	0.8876
0.0634	5.2032	1946	0.7849	0.6684	0.7849	0.8859
0.0634	5.2086	1948	0.7826	0.6684	0.7826	0.8847
0.0634	5.2139	1950	0.7706	0.6684	0.7706	0.8778
0.0634	5.2193	1952	0.7472	0.6751	0.7472	0.8644
0.0634	5.2246	1954	0.7488	0.6622	0.7488	0.8653
0.0634	5.2299	1956	0.7479	0.6811	0.7479	0.8648
0.0634	5.2353	1958	0.7465	0.6447	0.7465	0.8640
0.0634	5.2406	1960	0.7486	0.6447	0.7486	0.8652
0.0634	5.2460	1962	0.7638	0.6447	0.7638	0.8740
0.0634	5.2513	1964	0.7563	0.6447	0.7563	0.8696
0.0634	5.2567	1966	0.7398	0.6575	0.7398	0.8601
0.0634	5.2620	1968	0.7243	0.7063	0.7243	0.8511
0.0634	5.2674	1970	0.7155	0.76	0.7155	0.8459
0.0634	5.2727	1972	0.7030	0.7493	0.7030	0.8384
0.0634	5.2781	1974	0.7173	0.7295	0.7173	0.8469
0.0634	5.2834	1976	0.7254	0.7295	0.7254	0.8517
0.0634	5.2888	1978	0.7167	0.7295	0.7167	0.8466
0.0634	5.2941	1980	0.7095	0.7425	0.7095	0.8423
0.0634	5.2995	1982	0.6845	0.7439	0.6845	0.8273
0.0634	5.3048	1984	0.6691	0.7258	0.6691	0.8180
0.0634	5.3102	1986	0.6553	0.7165	0.6553	0.8095
0.0634	5.3155	1988	0.6540	0.7165	0.6540	0.8087
0.0634	5.3209	1990	0.6714	0.7339	0.6714	0.8194
0.0634	5.3262	1992	0.7113	0.7023	0.7113	0.8434
0.0634	5.3316	1994	0.7762	0.6136	0.7762	0.8810
0.0634	5.3369	1996	0.8232	0.6013	0.8232	0.9073
0.0634	5.3422	1998	0.8890	0.5867	0.8890	0.9428
0.0525	5.3476	2000	0.9811	0.5489	0.9811	0.9905
0.0525	5.3529	2002	1.0346	0.5229	1.0346	1.0172
0.0525	5.3583	2004	1.1093	0.5229	1.1093	1.0532
0.0525	5.3636	2006	1.1878	0.5085	1.1878	1.0899
0.0525	5.3690	2008	1.2312	0.5085	1.2312	1.1096
0.0525	5.3743	2010	1.2397	0.5085	1.2397	1.1134
0.0525	5.3797	2012	1.2451	0.5085	1.2451	1.1158
0.0525	5.3850	2014	1.2310	0.5085	1.2310	1.1095
0.0525	5.3904	2016	1.2174	0.4752	1.2174	1.1033
0.0525	5.3957	2018	1.2479	0.4403	1.2479	1.1171
0.0525	5.4011	2020	1.2627	0.4145	1.2627	1.1237
0.0525	5.4064	2022	1.3261	0.4150	1.3261	1.1516
0.0525	5.4118	2024	1.3763	0.4150	1.3763	1.1732
0.0525	5.4171	2026	1.4600	0.3713	1.4600	1.2083
0.0525	5.4225	2028	1.4923	0.3713	1.4923	1.2216
0.0525	5.4278	2030	1.4524	0.3971	1.4524	1.2052
0.0525	5.4332	2032	1.3642	0.4402	1.3642	1.1680
0.0525	5.4385	2034	1.2419	0.4141	1.2419	1.1144
0.0525	5.4439	2036	1.1060	0.4171	1.1060	1.0517
0.0525	5.4492	2038	1.0257	0.5056	1.0257	1.0128
0.0525	5.4545	2040	1.0030	0.4783	1.0030	1.0015
0.0525	5.4599	2042	1.0175	0.4783	1.0175	1.0087
0.0525	5.4652	2044	1.0405	0.4631	1.0405	1.0201
0.0525	5.4706	2046	1.0719	0.4643	1.0719	1.0353
0.0525	5.4759	2048	1.1086	0.4404	1.1086	1.0529
0.0525	5.4813	2050	1.1051	0.4759	1.1051	1.0513
0.0525	5.4866	2052	1.1013	0.5	1.1013	1.0494
0.0525	5.4920	2054	1.0595	0.5	1.0595	1.0293
0.0525	5.4973	2056	1.0099	0.5246	1.0099	1.0049
0.0525	5.5027	2058	0.9923	0.5263	0.9923	0.9961
0.0525	5.5080	2060	0.9799	0.5263	0.9799	0.9899
0.0525	5.5134	2062	0.9362	0.5300	0.9362	0.9676
0.0525	5.5187	2064	0.9055	0.5512	0.9055	0.9516
0.0525	5.5241	2066	0.8994	0.5512	0.8994	0.9484
0.0525	5.5294	2068	0.9281	0.5512	0.9281	0.9634
0.0525	5.5348	2070	0.9427	0.5512	0.9427	0.9709
0.0525	5.5401	2072	0.9514	0.5512	0.9514	0.9754
0.0525	5.5455	2074	0.9218	0.5512	0.9218	0.9601
0.0525	5.5508	2076	0.8785	0.5867	0.8785	0.9373
0.0525	5.5561	2078	0.8767	0.5992	0.8767	0.9363
0.0525	5.5615	2080	0.8692	0.5992	0.8692	0.9323
0.0525	5.5668	2082	0.8365	0.6447	0.8365	0.9146
0.0525	5.5722	2084	0.8228	0.6291	0.8228	0.9071
0.0525	5.5775	2086	0.8234	0.6291	0.8234	0.9074
0.0525	5.5829	2088	0.8244	0.6291	0.8244	0.9080
0.0525	5.5882	2090	0.8037	0.6291	0.8037	0.8965
0.0525	5.5936	2092	0.7658	0.6291	0.7658	0.8751
0.0525	5.5989	2094	0.7405	0.6587	0.7405	0.8605
0.0525	5.6043	2096	0.7276	0.6519	0.7276	0.8530
0.0525	5.6096	2098	0.7283	0.6519	0.7283	0.8534
0.0525	5.6150	2100	0.7481	0.6291	0.7481	0.8649
0.0525	5.6203	2102	0.7643	0.6291	0.7643	0.8743
0.0525	5.6257	2104	0.7779	0.6291	0.7779	0.8820
0.0525	5.6310	2106	0.7830	0.6291	0.7830	0.8849
0.0525	5.6364	2108	0.7905	0.6291	0.7905	0.8891
0.0525	5.6417	2110	0.7852	0.6291	0.7852	0.8861
0.0525	5.6471	2112	0.7566	0.6291	0.7566	0.8698
0.0525	5.6524	2114	0.7329	0.6914	0.7329	0.8561
0.0525	5.6578	2116	0.7397	0.7109	0.7397	0.8601
0.0525	5.6631	2118	0.7576	0.6291	0.7576	0.8704
0.0525	5.6684	2120	0.7855	0.6291	0.7855	0.8863
0.0525	5.6738	2122	0.8308	0.6117	0.8308	0.9115
0.0525	5.6791	2124	0.8641	0.5992	0.8641	0.9296
0.0525	5.6845	2126	0.8797	0.5992	0.8797	0.9379
0.0525	5.6898	2128	0.9025	0.5512	0.9025	0.9500
0.0525	5.6952	2130	0.8862	0.5512	0.8862	0.9414
0.0525	5.7005	2132	0.8561	0.5231	0.8561	0.9252
0.0525	5.7059	2134	0.8320	0.6136	0.8320	0.9121
0.0525	5.7112	2136	0.8064	0.6271	0.8064	0.8980
0.0525	5.7166	2138	0.8031	0.6271	0.8031	0.8962
0.0525	5.7219	2140	0.7974	0.6271	0.7974	0.8930
0.0525	5.7273	2142	0.8190	0.6153	0.8190	0.9050
0.0525	5.7326	2144	0.8589	0.6117	0.8589	0.9268
0.0525	5.7380	2146	0.8991	0.5736	0.8991	0.9482
0.0525	5.7433	2148	0.9614	0.5588	0.9614	0.9805
0.0525	5.7487	2150	0.9718	0.5588	0.9718	0.9858
0.0525	5.7540	2152	0.9433	0.5736	0.9433	0.9712
0.0525	5.7594	2154	0.8941	0.5757	0.8941	0.9456
0.0525	5.7647	2156	0.8791	0.5757	0.8791	0.9376
0.0525	5.7701	2158	0.8751	0.5757	0.8751	0.9355
0.0525	5.7754	2160	0.8807	0.5757	0.8807	0.9384
0.0525	5.7807	2162	0.8665	0.5879	0.8665	0.9309
0.0525	5.7861	2164	0.8656	0.5879	0.8656	0.9304
0.0525	5.7914	2166	0.8737	0.5841	0.8737	0.9347
0.0525	5.7968	2168	0.8721	0.5841	0.8721	0.9339
0.0525	5.8021	2170	0.8533	0.5966	0.8533	0.9238
0.0525	5.8075	2172	0.8325	0.6284	0.8325	0.9124
0.0525	5.8128	2174	0.8136	0.6434	0.8136	0.9020
0.0525	5.8182	2176	0.7940	0.6434	0.7940	0.8910
0.0525	5.8235	2178	0.7929	0.6434	0.7929	0.8904
0.0525	5.8289	2180	0.7812	0.6434	0.7812	0.8839
0.0525	5.8342	2182	0.7602	0.6473	0.7602	0.8719
0.0525	5.8396	2184	0.7489	0.6731	0.7489	0.8654
0.0525	5.8449	2186	0.7542	0.6833	0.7542	0.8684
0.0525	5.8503	2188	0.7802	0.6625	0.7802	0.8833
0.0525	5.8556	2190	0.8104	0.6486	0.8104	0.9002
0.0525	5.8610	2192	0.8453	0.5888	0.8453	0.9194
0.0525	5.8663	2194	0.8875	0.5888	0.8875	0.9421
0.0525	5.8717	2196	0.9151	0.5960	0.9151	0.9566
0.0525	5.8770	2198	0.9194	0.5512	0.9194	0.9588
0.0525	5.8824	2200	0.9111	0.5512	0.9111	0.9545
0.0525	5.8877	2202	0.8880	0.5512	0.8880	0.9423
0.0525	5.8930	2204	0.8524	0.5535	0.8524	0.9233
0.0525	5.8984	2206	0.8113	0.6037	0.8113	0.9007
0.0525	5.9037	2208	0.7791	0.5957	0.7791	0.8827
0.0525	5.9091	2210	0.7423	0.6897	0.7423	0.8616
0.0525	5.9144	2212	0.7229	0.6777	0.7229	0.8503
0.0525	5.9198	2214	0.7142	0.6777	0.7142	0.8451
0.0525	5.9251	2216	0.7212	0.6897	0.7212	0.8493
0.0525	5.9305	2218	0.7410	0.6499	0.7410	0.8608
0.0525	5.9358	2220	0.7659	0.6704	0.7659	0.8751
0.0525	5.9412	2222	0.7944	0.6585	0.7944	0.8913
0.0525	5.9465	2224	0.8227	0.6170	0.8227	0.9070
0.0525	5.9519	2226	0.8269	0.6170	0.8269	0.9094
0.0525	5.9572	2228	0.8260	0.6170	0.8260	0.9089
0.0525	5.9626	2230	0.8157	0.6170	0.8157	0.9032
0.0525	5.9679	2232	0.8034	0.6300	0.8034	0.8963
0.0525	5.9733	2234	0.7800	0.6959	0.7800	0.8832
0.0525	5.9786	2236	0.7800	0.6585	0.7800	0.8832
0.0525	5.9840	2238	0.8009	0.6300	0.8009	0.8949
0.0525	5.9893	2240	0.8258	0.6300	0.8258	0.9087
0.0525	5.9947	2242	0.8467	0.6170	0.8467	0.9201
0.0525	6.0	2244	0.8853	0.5512	0.8853	0.9409
0.0525	6.0053	2246	0.9000	0.5512	0.9000	0.9487
0.0525	6.0107	2248	0.8914	0.5512	0.8914	0.9441
0.0525	6.0160	2250	0.8571	0.5512	0.8571	0.9258
0.0525	6.0214	2252	0.8312	0.5638	0.8312	0.9117
0.0525	6.0267	2254	0.8028	0.6429	0.8028	0.8960
0.0525	6.0321	2256	0.7727	0.6794	0.7727	0.8790
0.0525	6.0374	2258	0.7506	0.6976	0.7506	0.8664
0.0525	6.0428	2260	0.7564	0.6976	0.7564	0.8697
0.0525	6.0481	2262	0.7741	0.6604	0.7741	0.8798
0.0525	6.0535	2264	0.7845	0.6429	0.7845	0.8857
0.0525	6.0588	2266	0.7918	0.6429	0.7918	0.8898
0.0525	6.0642	2268	0.7998	0.6429	0.7998	0.8943
0.0525	6.0695	2270	0.8252	0.5638	0.8252	0.9084
0.0525	6.0749	2272	0.8544	0.5638	0.8544	0.9243
0.0525	6.0802	2274	0.8561	0.6241	0.8561	0.9252
0.0525	6.0856	2276	0.8372	0.6591	0.8372	0.9150
0.0525	6.0909	2278	0.7991	0.6462	0.7991	0.8939
0.0525	6.0963	2280	0.7689	0.6598	0.7689	0.8769
0.0525	6.1016	2282	0.7542	0.6686	0.7542	0.8685
0.0525	6.1070	2284	0.7559	0.6715	0.7559	0.8694
0.0525	6.1123	2286	0.7655	0.6555	0.7655	0.8749
0.0525	6.1176	2288	0.7630	0.6555	0.7630	0.8735
0.0525	6.1230	2290	0.7779	0.6486	0.7779	0.8820
0.0525	6.1283	2292	0.8139	0.6136	0.8139	0.9022
0.0525	6.1337	2294	0.8370	0.5638	0.8370	0.9149
0.0525	6.1390	2296	0.8333	0.5763	0.8333	0.9129
0.0525	6.1444	2298	0.8455	0.5512	0.8455	0.9195
0.0525	6.1497	2300	0.8601	0.5512	0.8601	0.9274
0.0525	6.1551	2302	0.8875	0.5512	0.8875	0.9421
0.0525	6.1604	2304	0.8945	0.5512	0.8945	0.9458
0.0525	6.1658	2306	0.8830	0.5512	0.8830	0.9397
0.0525	6.1711	2308	0.8917	0.5512	0.8917	0.9443
0.0525	6.1765	2310	0.9081	0.5512	0.9081	0.9529
0.0525	6.1818	2312	0.8863	0.5512	0.8863	0.9415
0.0525	6.1872	2314	0.8750	0.5512	0.8750	0.9354
0.0525	6.1925	2316	0.8333	0.5512	0.8333	0.9128
0.0525	6.1979	2318	0.7953	0.6716	0.7953	0.8918
0.0525	6.2032	2320	0.7787	0.6716	0.7787	0.8825
0.0525	6.2086	2322	0.7866	0.6716	0.7866	0.8869
0.0525	6.2139	2324	0.7942	0.6716	0.7942	0.8912
0.0525	6.2193	2326	0.7823	0.6716	0.7823	0.8845
0.0525	6.2246	2328	0.7800	0.6716	0.7800	0.8832
0.0525	6.2299	2330	0.7765	0.6604	0.7765	0.8812
0.0525	6.2353	2332	0.7833	0.6190	0.7833	0.8851
0.0525	6.2406	2334	0.7912	0.6190	0.7912	0.8895
0.0525	6.2460	2336	0.7859	0.6716	0.7859	0.8865
0.0525	6.2513	2338	0.7898	0.6716	0.7898	0.8887
0.0525	6.2567	2340	0.7827	0.6716	0.7827	0.8847
0.0525	6.2620	2342	0.7850	0.6716	0.7850	0.8860
0.0525	6.2674	2344	0.7982	0.6300	0.7982	0.8934
0.0525	6.2727	2346	0.8137	0.6300	0.8137	0.9021
0.0525	6.2781	2348	0.8244	0.6076	0.8244	0.9080
0.0525	6.2834	2350	0.8480	0.5808	0.8480	0.9209
0.0525	6.2888	2352	0.8700	0.5777	0.8700	0.9327
0.0525	6.2941	2354	0.8987	0.5403	0.8987	0.9480
0.0525	6.2995	2356	0.9048	0.5152	0.9048	0.9512
0.0525	6.3048	2358	0.8638	0.5169	0.8638	0.9294
0.0525	6.3102	2360	0.8412	0.5808	0.8412	0.9172
0.0525	6.3155	2362	0.8284	0.6076	0.8284	0.9101
0.0525	6.3209	2364	0.8160	0.6076	0.8160	0.9033
0.0525	6.3262	2366	0.8014	0.6667	0.8014	0.8952
0.0525	6.3316	2368	0.8040	0.6153	0.8040	0.8966
0.0525	6.3369	2370	0.7924	0.6667	0.7924	0.8902
0.0525	6.3422	2372	0.7873	0.6667	0.7873	0.8873
0.0525	6.3476	2374	0.7938	0.6153	0.7938	0.8910
0.0525	6.3529	2376	0.8003	0.6153	0.8003	0.8946
0.0525	6.3583	2378	0.8158	0.6117	0.8158	0.9032
0.0525	6.3636	2380	0.8293	0.5992	0.8293	0.9107
0.0525	6.3690	2382	0.8307	0.5992	0.8307	0.9114
0.0525	6.3743	2384	0.8159	0.5992	0.8159	0.9033
0.0525	6.3797	2386	0.7914	0.6538	0.7914	0.8896
0.0525	6.3850	2388	0.7843	0.7032	0.7843	0.8856
0.0525	6.3904	2390	0.7900	0.6170	0.7900	0.8888
0.0525	6.3957	2392	0.7861	0.6341	0.7861	0.8866
0.0525	6.4011	2394	0.7823	0.6634	0.7823	0.8845
0.0525	6.4064	2396	0.7786	0.6431	0.7786	0.8824
0.0525	6.4118	2398	0.7886	0.6634	0.7886	0.8880
0.0525	6.4171	2400	0.7848	0.6519	0.7848	0.8859
0.0525	6.4225	2402	0.7977	0.5920	0.7977	0.8931
0.0525	6.4278	2404	0.8119	0.5920	0.8119	0.9010
0.0525	6.4332	2406	0.8161	0.6047	0.8161	0.9034
0.0525	6.4385	2408	0.8025	0.6405	0.8025	0.8958
0.0525	6.4439	2410	0.7814	0.6684	0.7814	0.8840
0.0525	6.4492	2412	0.7819	0.6684	0.7819	0.8843
0.0525	6.4545	2414	0.7827	0.6684	0.7827	0.8847
0.0525	6.4599	2416	0.7941	0.6684	0.7941	0.8911
0.0525	6.4652	2418	0.7952	0.6637	0.7952	0.8918
0.0525	6.4706	2420	0.7982	0.6637	0.7982	0.8934
0.0525	6.4759	2422	0.7943	0.6637	0.7943	0.8912
0.0525	6.4813	2424	0.7704	0.6702	0.7704	0.8777
0.0525	6.4866	2426	0.7672	0.6828	0.7672	0.8759
0.0525	6.4920	2428	0.7633	0.6953	0.7633	0.8737
0.0525	6.4973	2430	0.7418	0.6953	0.7418	0.8613
0.0525	6.5027	2432	0.7344	0.6953	0.7344	0.8569
0.0525	6.5080	2434	0.7504	0.6953	0.7504	0.8663
0.0525	6.5134	2436	0.7734	0.6937	0.7734	0.8795
0.0525	6.5187	2438	0.7798	0.6811	0.7798	0.8831
0.0525	6.5241	2440	0.7613	0.6937	0.7613	0.8725
0.0525	6.5294	2442	0.7463	0.6937	0.7463	0.8639
0.0525	6.5348	2444	0.7367	0.6751	0.7367	0.8583
0.0525	6.5401	2446	0.7162	0.6880	0.7162	0.8463
0.0525	6.5455	2448	0.6972	0.6880	0.6972	0.8350
0.0525	6.5508	2450	0.6949	0.7425	0.6949	0.8336
0.0525	6.5561	2452	0.7055	0.6880	0.7055	0.8400
0.0525	6.5615	2454	0.7213	0.6751	0.7213	0.8493
0.0525	6.5668	2456	0.7341	0.6622	0.7341	0.8568
0.0525	6.5722	2458	0.7318	0.6622	0.7318	0.8554
0.0525	6.5775	2460	0.7164	0.6751	0.7164	0.8464
0.0525	6.5829	2462	0.6951	0.7425	0.6951	0.8337
0.0525	6.5882	2464	0.6926	0.7425	0.6926	0.8322
0.0525	6.5936	2466	0.7039	0.6880	0.7039	0.8390
0.0525	6.5989	2468	0.7149	0.6751	0.7149	0.8455
0.0525	6.6043	2470	0.7418	0.6492	0.7418	0.8613

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 4, 2024
Updated: Dec 4, 2024