ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k90_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k90_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k90_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 3, 2024
Updated: Dec 3, 2024
SHA: b770f9dc

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k90_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: 0.7098
Qwk: 0.6768
Mse: 0.7098
Rmse: 0.8425

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	0.0055	2	5.0897	-0.0748	5.0897	2.2560
No log	0.0110	4	3.0525	0.0018	3.0525	1.7471
No log	0.0165	6	2.2878	-0.0232	2.2878	1.5126
No log	0.0220	8	2.1143	-0.0279	2.1143	1.4541
No log	0.0275	10	1.8317	0.1117	1.8317	1.3534
No log	0.0330	12	1.6955	0.1536	1.6955	1.3021
No log	0.0385	14	1.5655	0.0649	1.5655	1.2512
No log	0.0440	16	1.3715	0.0684	1.3715	1.1711
No log	0.0495	18	1.3289	0.0076	1.3289	1.1528
No log	0.0549	20	1.3785	0.0058	1.3785	1.1741
No log	0.0604	22	1.1794	0.1753	1.1794	1.0860
No log	0.0659	24	1.0667	0.3856	1.0667	1.0328
No log	0.0714	26	1.2592	0.2473	1.2592	1.1221
No log	0.0769	28	1.2758	0.2473	1.2758	1.1295
No log	0.0824	30	1.5175	0.1639	1.5175	1.2319
No log	0.0879	32	1.5608	0.1212	1.5608	1.2493
No log	0.0934	34	1.4369	0.1212	1.4369	1.1987
No log	0.0989	36	1.4307	0.1526	1.4307	1.1961
No log	0.1044	38	1.1201	0.2021	1.1201	1.0583
No log	0.1099	40	0.8083	0.5255	0.8083	0.8991
No log	0.1154	42	0.7085	0.5836	0.7085	0.8417
No log	0.1209	44	0.7167	0.5729	0.7167	0.8466
No log	0.1264	46	0.7326	0.5312	0.7326	0.8559
No log	0.1319	48	0.8529	0.5694	0.8529	0.9235
No log	0.1374	50	0.9338	0.5565	0.9338	0.9663
No log	0.1429	52	0.9350	0.4219	0.9350	0.9670
No log	0.1484	54	1.2096	0.2474	1.2096	1.0998
No log	0.1538	56	1.4313	0.0904	1.4313	1.1964
No log	0.1593	58	1.6134	0.0559	1.6134	1.2702
No log	0.1648	60	1.0698	0.3116	1.0698	1.0343
No log	0.1703	62	0.7722	0.4764	0.7722	0.8788
No log	0.1758	64	1.0448	0.4594	1.0448	1.0222
No log	0.1813	66	1.4972	0.1830	1.4972	1.2236
No log	0.1868	68	1.5747	0.1689	1.5747	1.2549
No log	0.1923	70	1.2402	0.1632	1.2402	1.1136
No log	0.1978	72	0.9239	0.5185	0.9239	0.9612
No log	0.2033	74	0.8952	0.3091	0.8952	0.9462
No log	0.2088	76	0.8629	0.2530	0.8629	0.9289
No log	0.2143	78	0.7494	0.4397	0.7494	0.8657
No log	0.2198	80	0.6715	0.5517	0.6715	0.8195
No log	0.2253	82	0.6582	0.6330	0.6582	0.8113
No log	0.2308	84	0.6291	0.6184	0.6291	0.7931
No log	0.2363	86	0.5355	0.6452	0.5355	0.7317
No log	0.2418	88	0.5372	0.7432	0.5372	0.7329
No log	0.2473	90	0.6942	0.6195	0.6942	0.8332
No log	0.2527	92	0.7210	0.5970	0.7210	0.8491
No log	0.2582	94	0.6282	0.6195	0.6282	0.7926
No log	0.2637	96	0.5230	0.7231	0.5230	0.7232
No log	0.2692	98	0.5085	0.7042	0.5085	0.7131
No log	0.2747	100	0.5373	0.6562	0.5373	0.7330
No log	0.2802	102	0.5751	0.6562	0.5751	0.7583
No log	0.2857	104	0.6162	0.6170	0.6162	0.7850
No log	0.2912	106	0.6578	0.6170	0.6578	0.8110
No log	0.2967	108	0.6457	0.6025	0.6457	0.8036
No log	0.3022	110	0.6569	0.5629	0.6569	0.8105
No log	0.3077	112	0.6692	0.5629	0.6692	0.8181
No log	0.3132	114	0.6589	0.5185	0.6589	0.8117
No log	0.3187	116	0.6328	0.6053	0.6328	0.7955
No log	0.3242	118	0.7009	0.5909	0.7009	0.8372
No log	0.3297	120	0.8340	0.5474	0.8340	0.9132
No log	0.3352	122	0.9506	0.5152	0.9506	0.9750
No log	0.3407	124	0.9599	0.5	0.9599	0.9797
No log	0.3462	126	0.6490	0.6758	0.6490	0.8056
No log	0.3516	128	0.5887	0.6735	0.5887	0.7673
No log	0.3571	130	0.6073	0.6582	0.6073	0.7793
No log	0.3626	132	0.6557	0.6582	0.6557	0.8097
No log	0.3681	134	0.7577	0.5194	0.7577	0.8704
No log	0.3736	136	0.6790	0.6339	0.6790	0.8240
No log	0.3791	138	0.6706	0.6503	0.6706	0.8189
No log	0.3846	140	0.8065	0.5016	0.8065	0.8980
No log	0.3901	142	1.1741	0.3697	1.1741	1.0836
No log	0.3956	144	1.1270	0.3077	1.1270	1.0616
No log	0.4011	146	0.8964	0.3724	0.8964	0.9468
No log	0.4066	148	0.7004	0.6455	0.7004	0.8369
No log	0.4121	150	0.6826	0.6455	0.6826	0.8262
No log	0.4176	152	0.7599	0.5842	0.7599	0.8717
No log	0.4231	154	0.7232	0.5707	0.7232	0.8504
No log	0.4286	156	0.6875	0.6121	0.6875	0.8292
No log	0.4341	158	0.6980	0.6431	0.6980	0.8355
No log	0.4396	160	0.8052	0.5610	0.8052	0.8973
No log	0.4451	162	0.8120	0.5068	0.8120	0.9011
No log	0.4505	164	0.6514	0.6455	0.6514	0.8071
No log	0.4560	166	0.6085	0.6311	0.6085	0.7801
No log	0.4615	168	0.6124	0.6339	0.6124	0.7826
No log	0.4670	170	0.7267	0.5435	0.7267	0.8525
No log	0.4725	172	0.8016	0.5230	0.8016	0.8953
No log	0.4780	174	0.7202	0.5435	0.7202	0.8486
No log	0.4835	176	0.5932	0.6289	0.5932	0.7702
No log	0.4890	178	0.5509	0.6314	0.5509	0.7422
No log	0.4945	180	0.6206	0.6290	0.6206	0.7878
No log	0.5	182	0.8058	0.5897	0.8058	0.8977
No log	0.5055	184	0.8466	0.5897	0.8466	0.9201
No log	0.5110	186	0.6530	0.5895	0.6530	0.8081
No log	0.5165	188	0.5425	0.6480	0.5425	0.7365
No log	0.5220	190	0.5400	0.6667	0.5400	0.7349
No log	0.5275	192	0.5508	0.6644	0.5508	0.7422
No log	0.5330	194	0.6884	0.6155	0.6884	0.8297
No log	0.5385	196	0.8024	0.5654	0.8024	0.8958
No log	0.5440	198	0.7296	0.6155	0.7296	0.8542
No log	0.5495	200	0.6403	0.6020	0.6403	0.8002
No log	0.5549	202	0.5831	0.6644	0.5831	0.7636
No log	0.5604	204	0.5984	0.6025	0.5984	0.7736
No log	0.5659	206	0.7008	0.6113	0.7008	0.8371
No log	0.5714	208	0.8352	0.4791	0.8352	0.9139
No log	0.5769	210	0.8328	0.4791	0.8328	0.9126
No log	0.5824	212	0.7090	0.6359	0.7090	0.8420
No log	0.5879	214	0.6326	0.6186	0.6326	0.7954
No log	0.5934	216	0.6729	0.6186	0.6729	0.8203
No log	0.5989	218	0.7065	0.5645	0.7065	0.8405
No log	0.6044	220	0.7665	0.3966	0.7665	0.8755
No log	0.6099	222	0.8199	0.3187	0.8199	0.9055
No log	0.6154	224	0.8178	0.3187	0.8178	0.9043
No log	0.6209	226	0.8630	0.4560	0.8630	0.9290
No log	0.6264	228	0.9375	0.4636	0.9375	0.9682
No log	0.6319	230	0.9443	0.4636	0.9443	0.9718
No log	0.6374	232	0.8212	0.5263	0.8212	0.9062
No log	0.6429	234	0.6689	0.625	0.6689	0.8178
No log	0.6484	236	0.6712	0.6336	0.6712	0.8193
No log	0.6538	238	0.6831	0.5844	0.6831	0.8265
No log	0.6593	240	0.6906	0.5844	0.6906	0.8310
No log	0.6648	242	0.7156	0.6045	0.7156	0.8459
No log	0.6703	244	0.6349	0.6458	0.6349	0.7968
No log	0.6758	246	0.6919	0.6390	0.6919	0.8318
No log	0.6813	248	0.6469	0.6599	0.6469	0.8043
No log	0.6868	250	0.5724	0.6584	0.5724	0.7566
No log	0.6923	252	0.5877	0.5966	0.5877	0.7666
No log	0.6978	254	0.5969	0.5484	0.5969	0.7726
No log	0.7033	256	0.7155	0.5895	0.7155	0.8458
No log	0.7088	258	0.8675	0.5559	0.8675	0.9314
No log	0.7143	260	0.9023	0.5046	0.9023	0.9499
No log	0.7198	262	0.9962	0.5114	0.9962	0.9981
No log	0.7253	264	0.9497	0.5237	0.9497	0.9745
No log	0.7308	266	0.8294	0.6186	0.8294	0.9107
No log	0.7363	268	0.8518	0.6048	0.8518	0.9229
No log	0.7418	270	1.0280	0.4846	1.0280	1.0139
No log	0.7473	272	1.0558	0.4454	1.0558	1.0275
No log	0.7527	274	0.9410	0.5653	0.9410	0.9700
No log	0.7582	276	0.8114	0.5374	0.8114	0.9008
No log	0.7637	278	0.8538	0.5374	0.8538	0.9240
No log	0.7692	280	0.9932	0.5653	0.9932	0.9966
No log	0.7747	282	0.9944	0.5446	0.9944	0.9972
No log	0.7802	284	0.9516	0.5198	0.9516	0.9755
No log	0.7857	286	0.8333	0.4671	0.8333	0.9129
No log	0.7912	288	0.8287	0.5131	0.8287	0.9103
No log	0.7967	290	0.8781	0.5219	0.8781	0.9370
No log	0.8022	292	0.9977	0.4459	0.9977	0.9988
No log	0.8077	294	0.9981	0.4857	0.9981	0.9990
No log	0.8132	296	0.8213	0.5861	0.8213	0.9063
No log	0.8187	298	0.7031	0.5585	0.7031	0.8385
No log	0.8242	300	0.7392	0.5807	0.7392	0.8598
No log	0.8297	302	0.8961	0.5446	0.8961	0.9466
No log	0.8352	304	0.9654	0.5625	0.9654	0.9825
No log	0.8407	306	1.0311	0.4312	1.0311	1.0154
No log	0.8462	308	0.9223	0.5398	0.9223	0.9604
No log	0.8516	310	0.7847	0.5623	0.7847	0.8858
No log	0.8571	312	0.8286	0.5198	0.8286	0.9103
No log	0.8626	314	0.9890	0.4456	0.9890	0.9945
No log	0.8681	316	1.0181	0.4456	1.0181	1.0090
No log	0.8736	318	1.0148	0.4456	1.0148	1.0074
No log	0.8791	320	0.9999	0.4456	0.9999	1.0000
No log	0.8846	322	1.0576	0.4706	1.0576	1.0284
No log	0.8901	324	1.3395	0.4449	1.3395	1.1574
No log	0.8956	326	1.4135	0.4449	1.4135	1.1889
No log	0.9011	328	1.1582	0.4452	1.1582	1.0762
No log	0.9066	330	0.9135	0.5114	0.9135	0.9558
No log	0.9121	332	0.7937	0.4952	0.7937	0.8909
No log	0.9176	334	0.7516	0.5068	0.7516	0.8670
No log	0.9231	336	0.8022	0.4239	0.8022	0.8957
No log	0.9286	338	0.8879	0.3571	0.8879	0.9423
No log	0.9341	340	0.9134	0.3498	0.9134	0.9557
No log	0.9396	342	0.9444	0.3333	0.9444	0.9718
No log	0.9451	344	0.9406	0.3392	0.9406	0.9699
No log	0.9505	346	0.9677	0.2895	0.9677	0.9837
No log	0.9560	348	0.9411	0.2895	0.9411	0.9701
No log	0.9615	350	0.8546	0.3871	0.8546	0.9245
No log	0.9670	352	0.8579	0.3871	0.8579	0.9262
No log	0.9725	354	0.9310	0.3571	0.9310	0.9649
No log	0.9780	356	0.9576	0.3571	0.9576	0.9785
No log	0.9835	358	0.9921	0.4185	0.9921	0.9960
No log	0.9890	360	0.9522	0.4185	0.9522	0.9758
No log	0.9945	362	0.8707	0.4040	0.8707	0.9331
No log	1.0	364	0.8086	0.4203	0.8086	0.8992
No log	1.0055	366	0.7255	0.5405	0.7255	0.8517
No log	1.0110	368	0.6967	0.4932	0.6967	0.8347
No log	1.0165	370	0.7212	0.5588	0.7212	0.8492
No log	1.0220	372	0.8586	0.5046	0.8586	0.9266
No log	1.0275	374	1.0771	0.4452	1.0771	1.0378
No log	1.0330	376	1.2292	0.4066	1.2292	1.1087
No log	1.0385	378	1.2649	0.3589	1.2649	1.1247
No log	1.0440	380	1.0534	0.4452	1.0534	1.0263
No log	1.0495	382	0.9852	0.4721	0.9852	0.9926
No log	1.0549	384	0.9418	0.4617	0.9418	0.9705
No log	1.0604	386	0.8832	0.5374	0.8832	0.9398
No log	1.0659	388	0.8453	0.5374	0.8453	0.9194
No log	1.0714	390	0.9088	0.6048	0.9088	0.9533
No log	1.0769	392	0.9133	0.6011	0.9133	0.9557
No log	1.0824	394	0.9753	0.5487	0.9753	0.9876
No log	1.0879	396	1.0200	0.5114	1.0200	1.0099
No log	1.0934	398	1.0477	0.4185	1.0477	1.0236
No log	1.0989	400	1.0936	0.3133	1.0936	1.0458
No log	1.1044	402	1.0127	0.3687	1.0127	1.0063
No log	1.1099	404	0.9248	0.2771	0.9248	0.9617
No log	1.1154	406	0.8910	0.3904	0.8910	0.9439
No log	1.1209	408	0.8660	0.3904	0.8660	0.9306
No log	1.1264	410	0.8632	0.3320	0.8632	0.9291
No log	1.1319	412	0.8562	0.4814	0.8562	0.9253
No log	1.1374	414	0.9112	0.4189	0.9112	0.9546
No log	1.1429	416	0.9258	0.4713	0.9258	0.9622
No log	1.1484	418	0.8179	0.5909	0.8179	0.9044
No log	1.1538	420	0.8815	0.5114	0.8815	0.9389
No log	1.1593	422	1.2661	0.4066	1.2661	1.1252
No log	1.1648	424	1.4737	0.4066	1.4737	1.2140
No log	1.1703	426	1.3487	0.4066	1.3487	1.1613
No log	1.1758	428	0.9678	0.4713	0.9678	0.9838
No log	1.1813	430	0.8099	0.5219	0.8099	0.8999
No log	1.1868	432	0.6931	0.6309	0.6931	0.8325
No log	1.1923	434	0.6488	0.5935	0.6488	0.8055
No log	1.1978	436	0.6699	0.6309	0.6699	0.8185
No log	1.2033	438	0.7670	0.6577	0.7670	0.8758
No log	1.2088	440	0.9147	0.6048	0.9147	0.9564
No log	1.2143	442	0.9025	0.5653	0.9025	0.9500
No log	1.2198	444	0.7437	0.6713	0.7437	0.8624
No log	1.2253	446	0.6024	0.6528	0.6024	0.7761
No log	1.2308	448	0.6023	0.6528	0.6023	0.7761
No log	1.2363	450	0.7176	0.6701	0.7176	0.8471
No log	1.2418	452	0.9491	0.5015	0.9491	0.9742
No log	1.2473	454	1.2229	0.4452	1.2229	1.1059
No log	1.2527	456	1.3965	0.3589	1.3965	1.1817
No log	1.2582	458	1.3065	0.4066	1.3065	1.1430
No log	1.2637	460	1.0865	0.4605	1.0865	1.0423
No log	1.2692	462	0.9717	0.5030	0.9717	0.9858
No log	1.2747	464	0.8697	0.4771	0.8697	0.9326
No log	1.2802	466	0.8715	0.4771	0.8715	0.9335
No log	1.2857	468	0.9480	0.5030	0.9480	0.9737
No log	1.2912	470	0.9490	0.5030	0.9490	0.9742
No log	1.2967	472	0.8480	0.4938	0.8480	0.9209
No log	1.3022	474	0.7744	0.5093	0.7744	0.8800
No log	1.3077	476	0.7140	0.5681	0.7140	0.8450
No log	1.3132	478	0.7639	0.5593	0.7639	0.8740
No log	1.3187	480	0.7845	0.5593	0.7845	0.8857
No log	1.3242	482	0.7787	0.5593	0.7787	0.8825
No log	1.3297	484	0.8817	0.5683	0.8817	0.9390
No log	1.3352	486	1.0159	0.5256	1.0159	1.0079
No log	1.3407	488	0.9631	0.4611	0.9631	0.9814
No log	1.3462	490	0.9274	0.4611	0.9274	0.9630
No log	1.3516	492	0.8499	0.4938	0.8499	0.9219
No log	1.3571	494	0.8048	0.4938	0.8048	0.8971
No log	1.3626	496	0.8479	0.5198	0.8479	0.9208
No log	1.3681	498	0.8520	0.5446	0.8520	0.9230
0.3737	1.3736	500	0.7305	0.6111	0.7305	0.8547
0.3737	1.3791	502	0.6463	0.6355	0.6463	0.8040
0.3737	1.3846	504	0.6301	0.6227	0.6301	0.7938
0.3737	1.3901	506	0.7047	0.6155	0.7047	0.8395
0.3737	1.3956	508	0.8941	0.5653	0.8941	0.9456
0.3737	1.4011	510	1.0650	0.4454	1.0650	1.0320
0.3737	1.4066	512	1.1562	0.3589	1.1562	1.0753
0.3737	1.4121	514	1.1167	0.4104	1.1167	1.0567
0.3737	1.4176	516	0.9062	0.6048	0.9062	0.9519
0.3737	1.4231	518	0.7319	0.6309	0.7319	0.8555
0.3737	1.4286	520	0.6888	0.6118	0.6888	0.8299
0.3737	1.4341	522	0.7033	0.6459	0.7033	0.8386
0.3737	1.4396	524	0.7159	0.6459	0.7159	0.8461
0.3737	1.4451	526	0.8180	0.5588	0.8180	0.9045
0.3737	1.4505	528	0.9979	0.4611	0.9979	0.9989
0.3737	1.4560	530	1.0838	0.3819	1.0838	1.0411
0.3737	1.4615	532	0.9932	0.5653	0.9932	0.9966
0.3737	1.4670	534	0.9458	0.6011	0.9458	0.9725
0.3737	1.4725	536	1.0054	0.5225	1.0054	1.0027
0.3737	1.4780	538	1.1083	0.4480	1.1083	1.0527
0.3737	1.4835	540	1.0870	0.4104	1.0870	1.0426
0.3737	1.4890	542	1.1704	0.3589	1.1704	1.0818
0.3737	1.4945	544	1.1098	0.4066	1.1098	1.0535
0.3737	1.5	546	0.9784	0.4771	0.9784	0.9891
0.3737	1.5055	548	0.8749	0.4671	0.8749	0.9354
0.3737	1.5110	550	0.8565	0.4671	0.8565	0.9255
0.3737	1.5165	552	0.8447	0.4836	0.8447	0.9191
0.3737	1.5220	554	0.8224	0.4836	0.8224	0.9069
0.3737	1.5275	556	0.8562	0.5374	0.8562	0.9253
0.3737	1.5330	558	0.9847	0.5353	0.9847	0.9923
0.3737	1.5385	560	0.9393	0.5353	0.9393	0.9692
0.3737	1.5440	562	0.8040	0.5968	0.8040	0.8967
0.3737	1.5495	564	0.6645	0.6652	0.6645	0.8151
0.3737	1.5549	566	0.6347	0.6652	0.6347	0.7967
0.3737	1.5604	568	0.6082	0.6203	0.6082	0.7799
0.3737	1.5659	570	0.6042	0.6203	0.6042	0.7773
0.3737	1.5714	572	0.6135	0.6203	0.6135	0.7833
0.3737	1.5769	574	0.6524	0.6652	0.6524	0.8077
0.3737	1.5824	576	0.6446	0.6203	0.6446	0.8029
0.3737	1.5879	578	0.6254	0.6203	0.6254	0.7908
0.3737	1.5934	580	0.6403	0.6203	0.6403	0.8002
0.3737	1.5989	582	0.6575	0.6050	0.6575	0.8108
0.3737	1.6044	584	0.7067	0.6093	0.7067	0.8407
0.3737	1.6099	586	0.7105	0.6216	0.7105	0.8429
0.3737	1.6154	588	0.6596	0.6203	0.6596	0.8121
0.3737	1.6209	590	0.6323	0.6324	0.6323	0.7952
0.3737	1.6264	592	0.6457	0.6237	0.6457	0.8036
0.3737	1.6319	594	0.7026	0.6324	0.7026	0.8382
0.3737	1.6374	596	0.8319	0.4952	0.8319	0.9121
0.3737	1.6429	598	0.8966	0.4952	0.8966	0.9469
0.3737	1.6484	600	0.8552	0.4952	0.8552	0.9248
0.3737	1.6538	602	0.7422	0.6284	0.7422	0.8615
0.3737	1.6593	604	0.7024	0.6307	0.7024	0.8381
0.3737	1.6648	606	0.6560	0.6601	0.6560	0.8099
0.3737	1.6703	608	0.6541	0.6601	0.6541	0.8087
0.3737	1.6758	610	0.7387	0.6433	0.7387	0.8595
0.3737	1.6813	612	0.9490	0.5046	0.9490	0.9742
0.3737	1.6868	614	1.1853	0.4857	1.1853	1.0887
0.3737	1.6923	616	1.2735	0.3589	1.2735	1.1285
0.3737	1.6978	618	1.1994	0.3727	1.1994	1.0952
0.3737	1.7033	620	0.9957	0.5256	0.9957	0.9978
0.3737	1.7088	622	0.8150	0.4938	0.8150	0.9028
0.3737	1.7143	624	0.7712	0.5374	0.7712	0.8782
0.3737	1.7198	626	0.8226	0.4938	0.8226	0.9069
0.3737	1.7253	628	0.8770	0.4771	0.8770	0.9365
0.3737	1.7308	630	0.8263	0.4924	0.8263	0.9090
0.3737	1.7363	632	0.8005	0.5374	0.8005	0.8947
0.3737	1.7418	634	0.8260	0.5350	0.8260	0.9089
0.3737	1.7473	636	0.9162	0.5277	0.9162	0.9572
0.3737	1.7527	638	0.9054	0.5030	0.9054	0.9515
0.3737	1.7582	640	0.9116	0.4771	0.9116	0.9548
0.3737	1.7637	642	0.9090	0.4498	0.9090	0.9534
0.3737	1.7692	644	0.9212	0.5030	0.9212	0.9598
0.3737	1.7747	646	0.8655	0.5593	0.8655	0.9303
0.3737	1.7802	648	0.8644	0.5593	0.8644	0.9297
0.3737	1.7857	650	0.7813	0.6316	0.7813	0.8839
0.3737	1.7912	652	0.6921	0.6050	0.6921	0.8319
0.3737	1.7967	654	0.6972	0.6009	0.6972	0.8350
0.3737	1.8022	656	0.7885	0.6316	0.7885	0.8880
0.3737	1.8077	658	0.8323	0.5885	0.8323	0.9123
0.3737	1.8132	660	0.7626	0.5431	0.7626	0.8733
0.3737	1.8187	662	0.7738	0.5457	0.7738	0.8797
0.3737	1.8242	664	0.8713	0.4498	0.8713	0.9335
0.3737	1.8297	666	0.9228	0.4498	0.9228	0.9606
0.3737	1.8352	668	0.9294	0.5030	0.9294	0.9641
0.3737	1.8407	670	0.8790	0.4498	0.8790	0.9376
0.3737	1.8462	672	0.9175	0.5030	0.9175	0.9579
0.3737	1.8516	674	0.9157	0.4771	0.9157	0.9569
0.3737	1.8571	676	0.8531	0.4498	0.8531	0.9236
0.3737	1.8626	678	0.7660	0.5870	0.7660	0.8752
0.3737	1.8681	680	0.7630	0.5870	0.7630	0.8735
0.3737	1.8736	682	0.7070	0.6050	0.7070	0.8409
0.3737	1.8791	684	0.6544	0.6227	0.6544	0.8090
0.3737	1.8846	686	0.6487	0.6227	0.6487	0.8054
0.3737	1.8901	688	0.6821	0.6050	0.6821	0.8259
0.3737	1.8956	690	0.7731	0.6294	0.7731	0.8792
0.3737	1.9011	692	0.8053	0.625	0.8053	0.8974
0.3737	1.9066	694	0.7252	0.6632	0.7252	0.8516
0.3737	1.9121	696	0.6608	0.5962	0.6608	0.8129
0.3737	1.9176	698	0.6517	0.5962	0.6517	0.8073
0.3737	1.9231	700	0.6369	0.6203	0.6369	0.7981
0.3737	1.9286	702	0.6234	0.6203	0.6234	0.7895
0.3737	1.9341	704	0.6093	0.6455	0.6093	0.7806
0.3737	1.9396	706	0.5894	0.6747	0.5894	0.7677
0.3737	1.9451	708	0.5919	0.6747	0.5919	0.7694
0.3737	1.9505	710	0.6068	0.6455	0.6068	0.7790
0.3737	1.9560	712	0.6628	0.6284	0.6628	0.8141
0.3737	1.9615	714	0.7540	0.6069	0.7540	0.8683
0.3737	1.9670	716	0.7503	0.6111	0.7503	0.8662
0.3737	1.9725	718	0.6849	0.6111	0.6849	0.8276
0.3737	1.9780	720	0.6252	0.6455	0.6252	0.7907
0.3737	1.9835	722	0.6223	0.6455	0.6223	0.7888
0.3737	1.9890	724	0.6572	0.6411	0.6572	0.8107
0.3737	1.9945	726	0.7116	0.6111	0.7116	0.8436
0.3737	2.0	728	0.7936	0.5623	0.7936	0.8909
0.3737	2.0055	730	0.8090	0.5374	0.8090	0.8994
0.3737	2.0110	732	0.7728	0.4836	0.7728	0.8791
0.3737	2.0165	734	0.7202	0.6332	0.7202	0.8487
0.3737	2.0220	736	0.6494	0.6355	0.6494	0.8059
0.3737	2.0275	738	0.6044	0.6227	0.6044	0.7774
0.3737	2.0330	740	0.5888	0.6227	0.5888	0.7673
0.3737	2.0385	742	0.6171	0.6355	0.6171	0.7855
0.3737	2.0440	744	0.6679	0.6203	0.6679	0.8172
0.3737	2.0495	746	0.7062	0.6860	0.7062	0.8403
0.3737	2.0549	748	0.7024	0.6860	0.7024	0.8381
0.3737	2.0604	750	0.6656	0.6203	0.6656	0.8158
0.3737	2.0659	752	0.6159	0.6075	0.6159	0.7848
0.3737	2.0714	754	0.6127	0.6390	0.6127	0.7828
0.3737	2.0769	756	0.6376	0.6341	0.6376	0.7985
0.3737	2.0824	758	0.6383	0.6341	0.6383	0.7990
0.3737	2.0879	760	0.6156	0.7041	0.6156	0.7846
0.3737	2.0934	762	0.6156	0.6695	0.6156	0.7846
0.3737	2.0989	764	0.6408	0.6203	0.6408	0.8005
0.3737	2.1044	766	0.6353	0.6075	0.6353	0.7970
0.3737	2.1099	768	0.6211	0.6006	0.6211	0.7881
0.3737	2.1154	770	0.6103	0.6695	0.6103	0.7812
0.3737	2.1209	772	0.5982	0.6468	0.5982	0.7735
0.3737	2.1264	774	0.6246	0.6975	0.6246	0.7903
0.3737	2.1319	776	0.6447	0.6271	0.6447	0.8030
0.3737	2.1374	778	0.6650	0.6698	0.6650	0.8155
0.3737	2.1429	780	0.7116	0.6649	0.7116	0.8436
0.3737	2.1484	782	0.7406	0.6812	0.7406	0.8606
0.3737	2.1538	784	0.7149	0.6804	0.7149	0.8455
0.3737	2.1593	786	0.6519	0.6203	0.6519	0.8074
0.3737	2.1648	788	0.6520	0.6203	0.6520	0.8075
0.3737	2.1703	790	0.6923	0.6203	0.6923	0.8321
0.3737	2.1758	792	0.7322	0.5896	0.7322	0.8557
0.3737	2.1813	794	0.7719	0.5955	0.7719	0.8786
0.3737	2.1868	796	0.7807	0.5955	0.7807	0.8836
0.3737	2.1923	798	0.7310	0.65	0.7310	0.8550
0.3737	2.1978	800	0.7007	0.6385	0.7007	0.8371
0.3737	2.2033	802	0.7316	0.65	0.7316	0.8553
0.3737	2.2088	804	0.8391	0.5920	0.8391	0.9160
0.3737	2.2143	806	0.9905	0.5353	0.9905	0.9952
0.3737	2.2198	808	0.9805	0.5375	0.9805	0.9902
0.3737	2.2253	810	0.8473	0.5304	0.8473	0.9205
0.3737	2.2308	812	0.7269	0.5777	0.7269	0.8526
0.3737	2.2363	814	0.6608	0.6075	0.6608	0.8129
0.3737	2.2418	816	0.6341	0.5896	0.6341	0.7963
0.3737	2.2473	818	0.6112	0.6378	0.6112	0.7818
0.3737	2.2527	820	0.6151	0.6227	0.6151	0.7843
0.3737	2.2582	822	0.6890	0.6433	0.6890	0.8301
0.3737	2.2637	824	0.7996	0.6150	0.7996	0.8942
0.3737	2.2692	826	0.8546	0.5898	0.8546	0.9244
0.3737	2.2747	828	0.7907	0.6294	0.7907	0.8892
0.3737	2.2802	830	0.6692	0.6433	0.6692	0.8180
0.3737	2.2857	832	0.6121	0.5707	0.6121	0.7823
0.3737	2.2912	834	0.5843	0.5869	0.5843	0.7644
0.3737	2.2967	836	0.5616	0.6143	0.5616	0.7494
0.3737	2.3022	838	0.5432	0.6378	0.5432	0.7370
0.3737	2.3077	840	0.5394	0.6378	0.5394	0.7344
0.3737	2.3132	842	0.5578	0.6455	0.5578	0.7469
0.3737	2.3187	844	0.5727	0.6307	0.5727	0.7568
0.3737	2.3242	846	0.5772	0.6307	0.5772	0.7597
0.3737	2.3297	848	0.5592	0.6227	0.5592	0.7478
0.3737	2.3352	850	0.5673	0.6227	0.5673	0.7532
0.3737	2.3407	852	0.5773	0.6227	0.5773	0.7598
0.3737	2.3462	854	0.6251	0.6159	0.6251	0.7906
0.3737	2.3516	856	0.6700	0.6159	0.6700	0.8186
0.3737	2.3571	858	0.6953	0.5708	0.6953	0.8339
0.3737	2.3626	860	0.6766	0.5708	0.6766	0.8225
0.3737	2.3681	862	0.5847	0.6455	0.5847	0.7647
0.3737	2.3736	864	0.5451	0.6935	0.5451	0.7383
0.3737	2.3791	866	0.5419	0.6714	0.5419	0.7361
0.3737	2.3846	868	0.5441	0.7163	0.5441	0.7376
0.3737	2.3901	870	0.5405	0.6786	0.5405	0.7352
0.3737	2.3956	872	0.5429	0.6735	0.5429	0.7368
0.3737	2.4011	874	0.5507	0.6887	0.5507	0.7421
0.3737	2.4066	876	0.5689	0.6482	0.5689	0.7543
0.3737	2.4121	878	0.5972	0.6424	0.5972	0.7728
0.3737	2.4176	880	0.6232	0.5867	0.6232	0.7894
0.3737	2.4231	882	0.6283	0.5389	0.6283	0.7926
0.3737	2.4286	884	0.6263	0.6074	0.6263	0.7914
0.3737	2.4341	886	0.6053	0.6074	0.6053	0.7780
0.3737	2.4396	888	0.5849	0.6324	0.5849	0.7648
0.3737	2.4451	890	0.5612	0.6735	0.5612	0.7491
0.3737	2.4505	892	0.5619	0.6714	0.5619	0.7496
0.3737	2.4560	894	0.5647	0.6455	0.5647	0.7515
0.3737	2.4615	896	0.6012	0.6307	0.6012	0.7754
0.3737	2.4670	898	0.6647	0.6116	0.6647	0.8153
0.3737	2.4725	900	0.6918	0.6284	0.6918	0.8317
0.3737	2.4780	902	0.6875	0.6159	0.6875	0.8292
0.3737	2.4835	904	0.6899	0.6159	0.6899	0.8306
0.3737	2.4890	906	0.6875	0.6284	0.6875	0.8291
0.3737	2.4945	908	0.6636	0.6159	0.6636	0.8146
0.3737	2.5	910	0.6621	0.6284	0.6621	0.8137
0.3737	2.5055	912	0.6745	0.6284	0.6745	0.8213
0.3737	2.5110	914	0.7103	0.6262	0.7103	0.8428
0.3737	2.5165	916	0.7651	0.6111	0.7651	0.8747
0.3737	2.5220	918	0.8071	0.5681	0.8071	0.8984
0.3737	2.5275	920	0.7978	0.5399	0.7978	0.8932
0.3737	2.5330	922	0.7405	0.6111	0.7405	0.8605
0.3737	2.5385	924	0.7147	0.6262	0.7147	0.8454
0.3737	2.5440	926	0.6878	0.6262	0.6878	0.8294
0.3737	2.5495	928	0.7119	0.6262	0.7119	0.8438
0.3737	2.5549	930	0.8035	0.6509	0.8035	0.8964
0.3737	2.5604	932	0.8635	0.6146	0.8635	0.9292
0.3737	2.5659	934	0.7949	0.6301	0.7949	0.8915
0.3737	2.5714	936	0.6660	0.6478	0.6660	0.8161
0.3737	2.5769	938	0.6103	0.6455	0.6103	0.7812
0.3737	2.5824	940	0.5920	0.6455	0.5920	0.7694
0.3737	2.5879	942	0.5847	0.6329	0.5847	0.7647
0.3737	2.5934	944	0.5959	0.6455	0.5959	0.7719
0.3737	2.5989	946	0.6280	0.6455	0.6280	0.7925
0.3737	2.6044	948	0.6772	0.6284	0.6772	0.8229
0.3737	2.6099	950	0.7319	0.6262	0.7319	0.8555
0.3737	2.6154	952	0.7217	0.6025	0.7217	0.8496
0.3737	2.6209	954	0.6681	0.6159	0.6681	0.8174
0.3737	2.6264	956	0.6195	0.6227	0.6195	0.7871
0.3737	2.6319	958	0.6038	0.6262	0.6038	0.7770
0.3737	2.6374	960	0.6390	0.6135	0.6390	0.7994
0.3737	2.6429	962	0.6619	0.6033	0.6619	0.8136
0.3737	2.6484	964	0.6514	0.5884	0.6514	0.8071
0.3737	2.6538	966	0.6234	0.6486	0.6234	0.7896
0.3737	2.6593	968	0.6300	0.6189	0.6300	0.7937
0.3737	2.6648	970	0.6858	0.6050	0.6858	0.8281
0.3737	2.6703	972	0.7279	0.6135	0.7279	0.8532
0.3737	2.6758	974	0.7129	0.6135	0.7129	0.8443
0.3737	2.6813	976	0.6814	0.6284	0.6814	0.8255
0.3737	2.6868	978	0.6747	0.6050	0.6747	0.8214
0.3737	2.6923	980	0.6444	0.5673	0.6444	0.8027
0.3737	2.6978	982	0.6417	0.5673	0.6417	0.8010
0.3737	2.7033	984	0.6683	0.6050	0.6683	0.8175
0.3737	2.7088	986	0.7079	0.6050	0.7079	0.8413
0.3737	2.7143	988	0.7617	0.6111	0.7617	0.8728
0.3737	2.7198	990	0.7781	0.6111	0.7781	0.8821
0.3737	2.7253	992	0.7509	0.5870	0.7509	0.8666
0.3737	2.7308	994	0.7152	0.5870	0.7152	0.8457
0.3737	2.7363	996	0.7151	0.6069	0.7151	0.8456
0.3737	2.7418	998	0.7157	0.6294	0.7157	0.8460
0.0957	2.7473	1000	0.7398	0.6294	0.7398	0.8601
0.0957	2.7527	1002	0.8268	0.5179	0.8268	0.9093
0.0957	2.7582	1004	0.8872	0.5179	0.8872	0.9419
0.0957	2.7637	1006	0.9021	0.4771	0.9021	0.9498
0.0957	2.7692	1008	0.9764	0.4761	0.9764	0.9881
0.0957	2.7747	1010	1.0427	0.4194	1.0427	1.0211
0.0957	2.7802	1012	1.0927	0.4194	1.0927	1.0453
0.0957	2.7857	1014	1.0506	0.4185	1.0506	1.0250
0.0957	2.7912	1016	0.9937	0.4048	0.9937	0.9969
0.0957	2.7967	1018	0.9777	0.3571	0.9777	0.9888
0.0957	2.8022	1020	0.9660	0.3192	0.9660	0.9828
0.0957	2.8077	1022	0.9610	0.2903	0.9610	0.9803
0.0957	2.8132	1024	0.9285	0.2903	0.9285	0.9636
0.0957	2.8187	1026	0.9266	0.2903	0.9266	0.9626
0.0957	2.8242	1028	0.9160	0.3898	0.9160	0.9571
0.0957	2.8297	1030	0.9368	0.4502	0.9368	0.9679
0.0957	2.8352	1032	0.8990	0.4771	0.8990	0.9481
0.0957	2.8407	1034	0.8026	0.5844	0.8026	0.8959
0.0957	2.8462	1036	0.7074	0.6159	0.7074	0.8410
0.0957	2.8516	1038	0.6456	0.5987	0.6456	0.8035
0.0957	2.8571	1040	0.6336	0.6143	0.6336	0.7960
0.0957	2.8626	1042	0.6233	0.6055	0.6233	0.7895
0.0957	2.8681	1044	0.6287	0.6055	0.6287	0.7929
0.0957	2.8736	1046	0.6339	0.6297	0.6339	0.7962
0.0957	2.8791	1048	0.6433	0.6227	0.6433	0.8020
0.0957	2.8846	1050	0.6669	0.5922	0.6669	0.8166
0.0957	2.8901	1052	0.6662	0.5673	0.6662	0.8162
0.0957	2.8956	1054	0.6568	0.6075	0.6568	0.8104
0.0957	2.9011	1056	0.6554	0.6203	0.6554	0.8096
0.0957	2.9066	1058	0.6686	0.5707	0.6686	0.8177
0.0957	2.9121	1060	0.6643	0.5574	0.6643	0.8151
0.0957	2.9176	1062	0.6714	0.5735	0.6714	0.8194
0.0957	2.9231	1064	0.6914	0.5545	0.6914	0.8315
0.0957	2.9286	1066	0.7127	0.6262	0.7127	0.8442
0.0957	2.9341	1068	0.7585	0.5807	0.7585	0.8709
0.0957	2.9396	1070	0.7530	0.5807	0.7530	0.8677
0.0957	2.9451	1072	0.7073	0.6069	0.7073	0.8410
0.0957	2.9505	1074	0.6513	0.6284	0.6513	0.8070
0.0957	2.9560	1076	0.6067	0.6727	0.6067	0.7789
0.0957	2.9615	1078	0.5946	0.6727	0.5946	0.7711
0.0957	2.9670	1080	0.6059	0.6581	0.6059	0.7784
0.0957	2.9725	1082	0.6184	0.6581	0.6184	0.7864
0.0957	2.9780	1084	0.6432	0.6433	0.6432	0.8020
0.0957	2.9835	1086	0.6713	0.6262	0.6713	0.8193
0.0957	2.9890	1088	0.6727	0.6262	0.6727	0.8202
0.0957	2.9945	1090	0.6592	0.6284	0.6592	0.8119
0.0957	3.0	1092	0.6643	0.6135	0.6643	0.8150
0.0957	3.0055	1094	0.6492	0.6284	0.6492	0.8057
0.0957	3.0110	1096	0.6457	0.6307	0.6457	0.8036
0.0957	3.0165	1098	0.6499	0.6384	0.6499	0.8062
0.0957	3.0220	1100	0.6699	0.6362	0.6699	0.8185
0.0957	3.0275	1102	0.6861	0.6362	0.6861	0.8283
0.0957	3.0330	1104	0.6693	0.6159	0.6693	0.8181
0.0957	3.0385	1106	0.6565	0.6075	0.6565	0.8102
0.0957	3.0440	1108	0.6470	0.6227	0.6470	0.8044
0.0957	3.0495	1110	0.6488	0.5987	0.6488	0.8055
0.0957	3.0549	1112	0.6446	0.6227	0.6446	0.8028
0.0957	3.0604	1114	0.6378	0.6227	0.6378	0.7986
0.0957	3.0659	1116	0.6406	0.6528	0.6406	0.8004
0.0957	3.0714	1118	0.6489	0.6507	0.6489	0.8055
0.0957	3.0769	1120	0.6486	0.6652	0.6486	0.8053
0.0957	3.0824	1122	0.6314	0.6528	0.6314	0.7946
0.0957	3.0879	1124	0.5990	0.6814	0.5990	0.7739
0.0957	3.0934	1126	0.5738	0.6747	0.5738	0.7575
0.0957	3.0989	1128	0.5517	0.6991	0.5517	0.7428
0.0957	3.1044	1130	0.5476	0.6786	0.5476	0.7400
0.0957	3.1099	1132	0.5538	0.6786	0.5538	0.7442
0.0957	3.1154	1134	0.5675	0.6766	0.5675	0.7533
0.0957	3.1209	1136	0.5713	0.7114	0.5713	0.7559
0.0957	3.1264	1138	0.5831	0.6697	0.5831	0.7636
0.0957	3.1319	1140	0.5993	0.6321	0.5993	0.7742
0.0957	3.1374	1142	0.6045	0.6473	0.6045	0.7775
0.0957	3.1429	1144	0.6005	0.6321	0.6005	0.7749
0.0957	3.1484	1146	0.5936	0.6473	0.5936	0.7705
0.0957	3.1538	1148	0.5979	0.6473	0.5979	0.7732
0.0957	3.1593	1150	0.5943	0.6321	0.5943	0.7709
0.0957	3.1648	1152	0.5925	0.6321	0.5925	0.7698
0.0957	3.1703	1154	0.5909	0.6321	0.5909	0.7687
0.0957	3.1758	1156	0.5910	0.6974	0.5910	0.7688
0.0957	3.1813	1158	0.6087	0.6691	0.6087	0.7802
0.0957	3.1868	1160	0.6034	0.6833	0.6034	0.7768
0.0957	3.1923	1162	0.5953	0.6833	0.5953	0.7716
0.0957	3.1978	1164	0.5821	0.6766	0.5821	0.7630
0.0957	3.2033	1166	0.5714	0.6191	0.5714	0.7559
0.0957	3.2088	1168	0.5647	0.6642	0.5647	0.7514
0.0957	3.2143	1170	0.5719	0.6974	0.5719	0.7562
0.0957	3.2198	1172	0.6048	0.6833	0.6048	0.7777
0.0957	3.2253	1174	0.6729	0.6284	0.6729	0.8203
0.0957	3.2308	1176	0.7228	0.6486	0.7228	0.8502
0.0957	3.2363	1178	0.7201	0.6262	0.7201	0.8486
0.0957	3.2418	1180	0.6909	0.6262	0.6909	0.8312
0.0957	3.2473	1182	0.6536	0.6284	0.6536	0.8085
0.0957	3.2527	1184	0.6255	0.6329	0.6255	0.7909
0.0957	3.2582	1186	0.6150	0.6476	0.6150	0.7842
0.0957	3.2637	1188	0.6065	0.6833	0.6065	0.7788
0.0957	3.2692	1190	0.6235	0.6549	0.6235	0.7896
0.0957	3.2747	1192	0.6572	0.6384	0.6572	0.8107
0.0957	3.2802	1194	0.7098	0.6632	0.7098	0.8425
0.0957	3.2857	1196	0.7848	0.6597	0.7848	0.8859
0.0957	3.2912	1198	0.8409	0.6701	0.8409	0.9170
0.0957	3.2967	1200	0.8567	0.6111	0.8567	0.9256
0.0957	3.3022	1202	0.8246	0.5870	0.8246	0.9081
0.0957	3.3077	1204	0.7848	0.6025	0.7848	0.8859
0.0957	3.3132	1206	0.7417	0.5896	0.7417	0.8612
0.0957	3.3187	1208	0.6925	0.6050	0.6925	0.8322
0.0957	3.3242	1210	0.6542	0.6182	0.6542	0.8088
0.0957	3.3297	1212	0.6477	0.6618	0.6477	0.8048
0.0957	3.3352	1214	0.6920	0.6410	0.6920	0.8319
0.0957	3.3407	1216	0.7665	0.6229	0.7665	0.8755
0.0957	3.3462	1218	0.7934	0.5955	0.7934	0.8907
0.0957	3.3516	1220	0.8138	0.5955	0.8138	0.9021
0.0957	3.3571	1222	0.8214	0.5591	0.8214	0.9063
0.0957	3.3626	1224	0.8335	0.5650	0.8335	0.9130
0.0957	3.3681	1226	0.8436	0.5402	0.8436	0.9185
0.0957	3.3736	1228	0.8787	0.5112	0.8787	0.9374
0.0957	3.3791	1230	0.9242	0.4502	0.9242	0.9613
0.0957	3.3846	1232	0.9231	0.4952	0.9231	0.9608
0.0957	3.3901	1234	0.9323	0.5219	0.9323	0.9655
0.0957	3.3956	1236	0.9166	0.55	0.9166	0.9574
0.0957	3.4011	1238	0.9302	0.55	0.9302	0.9645
0.0957	3.4066	1240	0.9426	0.55	0.9426	0.9709
0.0957	3.4121	1242	0.9196	0.55	0.9196	0.9590
0.0957	3.4176	1244	0.8800	0.5143	0.8800	0.9381
0.0957	3.4231	1246	0.8358	0.6025	0.8358	0.9142
0.0957	3.4286	1248	0.8396	0.6025	0.8396	0.9163
0.0957	3.4341	1250	0.8604	0.6025	0.8604	0.9276
0.0957	3.4396	1252	0.8778	0.5429	0.8778	0.9369
0.0957	3.4451	1254	0.8673	0.5429	0.8673	0.9313
0.0957	3.4505	1256	0.8483	0.5585	0.8483	0.9210
0.0957	3.4560	1258	0.8072	0.6025	0.8072	0.8984
0.0957	3.4615	1260	0.7761	0.6262	0.7761	0.8810
0.0957	3.4670	1262	0.7124	0.6652	0.7124	0.8440
0.0957	3.4725	1264	0.6565	0.6549	0.6565	0.8102
0.0957	3.4780	1266	0.6439	0.6329	0.6439	0.8024
0.0957	3.4835	1268	0.6520	0.6329	0.6520	0.8075
0.0957	3.4890	1270	0.6814	0.6182	0.6814	0.8255
0.0957	3.4945	1272	0.7395	0.6262	0.7395	0.8600
0.0957	3.5	1274	0.7914	0.5833	0.7914	0.8896
0.0957	3.5055	1276	0.8301	0.5131	0.8301	0.9111
0.0957	3.5110	1278	0.8253	0.5294	0.8253	0.9084
0.0957	3.5165	1280	0.7966	0.5294	0.7966	0.8925
0.0957	3.5220	1282	0.7310	0.5673	0.7310	0.8550
0.0957	3.5275	1284	0.6707	0.6013	0.6707	0.8190
0.0957	3.5330	1286	0.6245	0.6013	0.6245	0.7902
0.0957	3.5385	1288	0.5987	0.6013	0.5987	0.7737
0.0957	3.5440	1290	0.5978	0.6476	0.5978	0.7732
0.0957	3.5495	1292	0.6390	0.6476	0.6390	0.7994
0.0957	3.5549	1294	0.7439	0.6411	0.7439	0.8625
0.0957	3.5604	1296	0.8983	0.5219	0.8983	0.9478
0.0957	3.5659	1298	1.0100	0.4771	1.0100	1.0050
0.0957	3.5714	1300	1.0375	0.4781	1.0375	1.0186
0.0957	3.5769	1302	0.9951	0.4502	0.9951	0.9975
0.0957	3.5824	1304	0.9203	0.4208	0.9203	0.9593
0.0957	3.5879	1306	0.8364	0.4836	0.8364	0.9146
0.0957	3.5934	1308	0.7673	0.5679	0.7673	0.8760
0.0957	3.5989	1310	0.7157	0.5679	0.7157	0.8460
0.0957	3.6044	1312	0.6874	0.6050	0.6874	0.8291
0.0957	3.6099	1314	0.6850	0.6050	0.6850	0.8277
0.0957	3.6154	1316	0.7024	0.6284	0.7024	0.8381
0.0957	3.6209	1318	0.7201	0.6507	0.7201	0.8486
0.0957	3.6264	1320	0.7275	0.6720	0.7275	0.8530
0.0957	3.6319	1322	0.7200	0.6720	0.7200	0.8485
0.0957	3.6374	1324	0.6651	0.6384	0.6651	0.8155
0.0957	3.6429	1326	0.6264	0.6307	0.6264	0.7914
0.0957	3.6484	1328	0.6066	0.6497	0.6066	0.7789
0.0957	3.6538	1330	0.6039	0.6642	0.6039	0.7771
0.0957	3.6593	1332	0.6048	0.6642	0.6048	0.7777
0.0957	3.6648	1334	0.6042	0.6400	0.6042	0.7773
0.0957	3.6703	1336	0.6196	0.6400	0.6196	0.7872
0.0957	3.6758	1338	0.6672	0.6159	0.6672	0.8169
0.0957	3.6813	1340	0.7418	0.6486	0.7418	0.8613
0.0957	3.6868	1342	0.7956	0.6628	0.7956	0.8920
0.0957	3.6923	1344	0.7855	0.6628	0.7855	0.8863
0.0957	3.6978	1346	0.7390	0.6025	0.7390	0.8597
0.0957	3.7033	1348	0.6844	0.6284	0.6844	0.8273
0.0957	3.7088	1350	0.6422	0.6227	0.6422	0.8014
0.0957	3.7143	1352	0.6226	0.6622	0.6226	0.7891
0.0957	3.7198	1354	0.6141	0.6549	0.6141	0.7836
0.0957	3.7253	1356	0.6097	0.6766	0.6097	0.7808
0.0957	3.7308	1358	0.6089	0.6766	0.6089	0.7803
0.0957	3.7363	1360	0.6259	0.6476	0.6259	0.7911
0.0957	3.7418	1362	0.6407	0.6691	0.6407	0.8004
0.0957	3.7473	1364	0.6409	0.6897	0.6409	0.8006
0.0957	3.7527	1366	0.6399	0.6897	0.6399	0.7999
0.0957	3.7582	1368	0.6528	0.6897	0.6528	0.8080
0.0957	3.7637	1370	0.6817	0.6652	0.6817	0.8256
0.0957	3.7692	1372	0.7172	0.6362	0.7172	0.8469
0.0957	3.7747	1374	0.7558	0.5681	0.7558	0.8694
0.0957	3.7802	1376	0.7698	0.5807	0.7698	0.8774
0.0957	3.7857	1378	0.7764	0.5807	0.7764	0.8811
0.0957	3.7912	1380	0.7770	0.5654	0.7770	0.8815
0.0957	3.7967	1382	0.7877	0.5399	0.7877	0.8875
0.0957	3.8022	1384	0.7820	0.5131	0.7820	0.8843
0.0957	3.8077	1386	0.7813	0.5131	0.7813	0.8839
0.0957	3.8132	1388	0.7632	0.5294	0.7632	0.8736
0.0957	3.8187	1390	0.7722	0.5294	0.7722	0.8787
0.0957	3.8242	1392	0.7741	0.5585	0.7741	0.8798
0.0957	3.8297	1394	0.7698	0.5833	0.7698	0.8774
0.0957	3.8352	1396	0.7445	0.6262	0.7445	0.8628
0.0957	3.8407	1398	0.6962	0.6284	0.6962	0.8344
0.0957	3.8462	1400	0.6401	0.6329	0.6401	0.8001
0.0957	3.8516	1402	0.6114	0.6622	0.6114	0.7819
0.0957	3.8571	1404	0.6079	0.6622	0.6079	0.7797
0.0957	3.8626	1406	0.6343	0.6476	0.6343	0.7964
0.0957	3.8681	1408	0.7111	0.6025	0.7111	0.8433
0.0957	3.8736	1410	0.8287	0.6150	0.8287	0.9103
0.0957	3.8791	1412	0.8950	0.5649	0.8950	0.9460
0.0957	3.8846	1414	0.8670	0.5740	0.8670	0.9311
0.0957	3.8901	1416	0.8069	0.5681	0.8069	0.8983
0.0957	3.8956	1418	0.7760	0.5870	0.7760	0.8809
0.0957	3.9011	1420	0.7658	0.5870	0.7658	0.8751
0.0957	3.9066	1422	0.7526	0.6025	0.7526	0.8675
0.0957	3.9121	1424	0.7242	0.6411	0.7242	0.8510
0.0957	3.9176	1426	0.7285	0.6632	0.7285	0.8535
0.0957	3.9231	1428	0.7455	0.6926	0.7455	0.8634
0.0957	3.9286	1430	0.8002	0.6872	0.8002	0.8946
0.0957	3.9341	1432	0.8047	0.6872	0.8047	0.8971
0.0957	3.9396	1434	0.7771	0.6872	0.7771	0.8815
0.0957	3.9451	1436	0.7462	0.6872	0.7462	0.8638
0.0957	3.9505	1438	0.7001	0.7043	0.7001	0.8367
0.0957	3.9560	1440	0.7045	0.6389	0.7045	0.8393
0.0957	3.9615	1442	0.7218	0.6389	0.7218	0.8496
0.0957	3.9670	1444	0.7385	0.5960	0.7385	0.8593
0.0957	3.9725	1446	0.7481	0.5960	0.7481	0.8649
0.0957	3.9780	1448	0.7564	0.6193	0.7564	0.8697
0.0957	3.9835	1450	0.7437	0.6193	0.7437	0.8624
0.0957	3.9890	1452	0.7361	0.6193	0.7361	0.8579
0.0957	3.9945	1454	0.7191	0.6411	0.7191	0.8480
0.0957	4.0	1456	0.7048	0.6411	0.7048	0.8395
0.0957	4.0055	1458	0.6964	0.6179	0.6964	0.8345
0.0957	4.0110	1460	0.6763	0.6179	0.6763	0.8224
0.0957	4.0165	1462	0.6783	0.6179	0.6783	0.8236
0.0957	4.0220	1464	0.6958	0.6411	0.6958	0.8342
0.0957	4.0275	1466	0.7159	0.6411	0.7159	0.8461
0.0957	4.0330	1468	0.7384	0.6262	0.7384	0.8593
0.0957	4.0385	1470	0.7560	0.6486	0.7560	0.8695
0.0957	4.0440	1472	0.7363	0.6701	0.7363	0.8581
0.0957	4.0495	1474	0.7220	0.6842	0.7220	0.8497
0.0957	4.0549	1476	0.6903	0.6632	0.6903	0.8309
0.0957	4.0604	1478	0.6898	0.6411	0.6898	0.8305
0.0957	4.0659	1480	0.6926	0.6179	0.6926	0.8322
0.0957	4.0714	1482	0.6715	0.6203	0.6715	0.8195
0.0957	4.0769	1484	0.6696	0.6203	0.6696	0.8183
0.0957	4.0824	1486	0.6840	0.6433	0.6840	0.8271
0.0957	4.0879	1488	0.7095	0.6411	0.7095	0.8423
0.0957	4.0934	1490	0.7419	0.6786	0.7419	0.8613
0.0957	4.0989	1492	0.8072	0.6597	0.8072	0.8984
0.0957	4.1044	1494	0.8379	0.5968	0.8379	0.9154
0.0957	4.1099	1496	0.8209	0.5968	0.8209	0.9060
0.0957	4.1154	1498	0.8123	0.5968	0.8123	0.9013
0.0657	4.1209	1500	0.7689	0.6701	0.7689	0.8769
0.0657	4.1264	1502	0.7280	0.6776	0.7280	0.8532
0.0657	4.1319	1504	0.6814	0.6672	0.6814	0.8255
0.0657	4.1374	1506	0.6723	0.6879	0.6723	0.8199
0.0657	4.1429	1508	0.6914	0.7076	0.6914	0.8315
0.0657	4.1484	1510	0.7168	0.7073	0.7168	0.8467
0.0657	4.1538	1512	0.7206	0.7073	0.7206	0.8489
0.0657	4.1593	1514	0.7197	0.7133	0.7197	0.8484
0.0657	4.1648	1516	0.7125	0.7195	0.7125	0.8441
0.0657	4.1703	1518	0.7066	0.7060	0.7066	0.8406
0.0657	4.1758	1520	0.7033	0.6720	0.7033	0.8386
0.0657	4.1813	1522	0.6510	0.6795	0.6510	0.8068
0.0657	4.1868	1524	0.6036	0.6814	0.6036	0.7769
0.0657	4.1923	1526	0.5840	0.6814	0.5840	0.7642
0.0657	4.1978	1528	0.5956	0.6814	0.5956	0.7717
0.0657	4.2033	1530	0.6297	0.6672	0.6297	0.7935
0.0657	4.2088	1532	0.6496	0.7076	0.6496	0.8060
0.0657	4.2143	1534	0.6584	0.7076	0.6584	0.8114
0.0657	4.2198	1536	0.6436	0.7076	0.6436	0.8023
0.0657	4.2253	1538	0.6076	0.6672	0.6076	0.7795
0.0657	4.2308	1540	0.5737	0.6691	0.5737	0.7574
0.0657	4.2363	1542	0.5570	0.6691	0.5570	0.7463
0.0657	4.2418	1544	0.5613	0.6897	0.5613	0.7492
0.0657	4.2473	1546	0.5753	0.7093	0.5753	0.7585
0.0657	4.2527	1548	0.5736	0.7093	0.5736	0.7573
0.0657	4.2582	1550	0.5733	0.6897	0.5733	0.7571
0.0657	4.2637	1552	0.5827	0.6897	0.5827	0.7634
0.0657	4.2692	1554	0.5969	0.7017	0.5969	0.7726
0.0657	4.2747	1556	0.6178	0.6879	0.6178	0.7860
0.0657	4.2802	1558	0.6279	0.6879	0.6279	0.7924
0.0657	4.2857	1560	0.6202	0.6879	0.6202	0.7876
0.0657	4.2912	1562	0.6109	0.7017	0.6109	0.7816
0.0657	4.2967	1564	0.6085	0.7017	0.6085	0.7801
0.0657	4.3022	1566	0.6161	0.7017	0.6161	0.7849
0.0657	4.3077	1568	0.6351	0.7017	0.6351	0.7970
0.0657	4.3132	1570	0.6503	0.6879	0.6503	0.8064
0.0657	4.3187	1572	0.6640	0.7076	0.6640	0.8149
0.0657	4.3242	1574	0.6563	0.7076	0.6563	0.8101
0.0657	4.3297	1576	0.6422	0.7076	0.6422	0.8014
0.0657	4.3352	1578	0.6005	0.7211	0.6005	0.7749
0.0657	4.3407	1580	0.5662	0.6897	0.5662	0.7525
0.0657	4.3462	1582	0.5675	0.6897	0.5675	0.7534
0.0657	4.3516	1584	0.5882	0.7017	0.5882	0.7670
0.0657	4.3571	1586	0.6193	0.7017	0.6193	0.7870
0.0657	4.3626	1588	0.6629	0.6686	0.6629	0.8142
0.0657	4.3681	1590	0.7182	0.6829	0.7182	0.8474
0.0657	4.3736	1592	0.7827	0.6631	0.7827	0.8847
0.0657	4.3791	1594	0.7898	0.6597	0.7898	0.8887
0.0657	4.3846	1596	0.7943	0.6437	0.7943	0.8912
0.0657	4.3901	1598	0.8152	0.6294	0.8152	0.9029
0.0657	4.3956	1600	0.8077	0.6340	0.8077	0.8987
0.0657	4.4011	1602	0.7843	0.6262	0.7843	0.8856
0.0657	4.4066	1604	0.7646	0.6179	0.7646	0.8744
0.0657	4.4121	1606	0.7492	0.6179	0.7492	0.8655
0.0657	4.4176	1608	0.7349	0.6179	0.7349	0.8573
0.0657	4.4231	1610	0.7373	0.6179	0.7373	0.8586
0.0657	4.4286	1612	0.7464	0.6179	0.7464	0.8639
0.0657	4.4341	1614	0.7699	0.6179	0.7699	0.8774
0.0657	4.4396	1616	0.7697	0.6179	0.7697	0.8773
0.0657	4.4451	1618	0.7593	0.6411	0.7593	0.8714
0.0657	4.4505	1620	0.7432	0.6411	0.7432	0.8621
0.0657	4.4560	1622	0.7379	0.6507	0.7379	0.8590
0.0657	4.4615	1624	0.7247	0.6507	0.7247	0.8513
0.0657	4.4670	1626	0.7053	0.6507	0.7053	0.8398
0.0657	4.4725	1628	0.6690	0.6618	0.6690	0.8179
0.0657	4.4780	1630	0.6498	0.6758	0.6498	0.8061
0.0657	4.4835	1632	0.6379	0.6758	0.6379	0.7987
0.0657	4.4890	1634	0.6324	0.6549	0.6324	0.7952
0.0657	4.4945	1636	0.6528	0.6549	0.6528	0.8079
0.0657	4.5	1638	0.6855	0.6528	0.6855	0.8279
0.0657	4.5055	1640	0.7138	0.6528	0.7138	0.8449
0.0657	4.5110	1642	0.7443	0.6411	0.7443	0.8627
0.0657	4.5165	1644	0.7507	0.6179	0.7507	0.8664
0.0657	4.5220	1646	0.7585	0.6025	0.7585	0.8709
0.0657	4.5275	1648	0.7645	0.6025	0.7645	0.8744
0.0657	4.5330	1650	0.7965	0.5870	0.7965	0.8925
0.0657	4.5385	1652	0.8399	0.5429	0.8399	0.9165
0.0657	4.5440	1654	0.8605	0.5429	0.8605	0.9276
0.0657	4.5495	1656	0.8750	0.4984	0.8750	0.9354
0.0657	4.5549	1658	0.9024	0.5740	0.9024	0.9500
0.0657	4.5604	1660	0.9345	0.5755	0.9345	0.9667
0.0657	4.5659	1662	0.8989	0.5618	0.8989	0.9481
0.0657	4.5714	1664	0.8131	0.628	0.8131	0.9017
0.0657	4.5769	1666	0.7353	0.6720	0.7353	0.8575
0.0657	4.5824	1668	0.7081	0.6599	0.7081	0.8415
0.0657	4.5879	1670	0.7268	0.6616	0.7268	0.8525
0.0657	4.5934	1672	0.7306	0.6667	0.7306	0.8548
0.0657	4.5989	1674	0.7402	0.6720	0.7402	0.8604
0.0657	4.6044	1676	0.7493	0.6720	0.7493	0.8656
0.0657	4.6099	1678	0.7386	0.6720	0.7386	0.8594
0.0657	4.6154	1680	0.7246	0.6050	0.7246	0.8513
0.0657	4.6209	1682	0.7240	0.6179	0.7240	0.8509
0.0657	4.6264	1684	0.7257	0.6179	0.7257	0.8519
0.0657	4.6319	1686	0.7207	0.6050	0.7207	0.8489
0.0657	4.6374	1688	0.7062	0.6050	0.7062	0.8403
0.0657	4.6429	1690	0.6988	0.6050	0.6988	0.8359
0.0657	4.6484	1692	0.7038	0.6050	0.7038	0.8389
0.0657	4.6538	1694	0.7224	0.6050	0.7224	0.8499
0.0657	4.6593	1696	0.7479	0.6507	0.7479	0.8648
0.0657	4.6648	1698	0.7659	0.6114	0.7659	0.8752
0.0657	4.6703	1700	0.7402	0.6307	0.7402	0.8603
0.0657	4.6758	1702	0.7255	0.6549	0.7255	0.8518
0.0657	4.6813	1704	0.7205	0.6329	0.7205	0.8488
0.0657	4.6868	1706	0.7225	0.6329	0.7225	0.8500
0.0657	4.6923	1708	0.7062	0.6329	0.7062	0.8404
0.0657	4.6978	1710	0.7067	0.6329	0.7067	0.8407
0.0657	4.7033	1712	0.7280	0.6329	0.7280	0.8532
0.0657	4.7088	1714	0.7296	0.6329	0.7296	0.8542
0.0657	4.7143	1716	0.7362	0.6329	0.7362	0.8580
0.0657	4.7198	1718	0.7307	0.6329	0.7307	0.8548
0.0657	4.7253	1720	0.7242	0.6329	0.7242	0.8510
0.0657	4.7308	1722	0.7331	0.6182	0.7331	0.8562
0.0657	4.7363	1724	0.7395	0.5922	0.7395	0.8599
0.0657	4.7418	1726	0.7293	0.5922	0.7293	0.8540
0.0657	4.7473	1728	0.7086	0.5922	0.7086	0.8418
0.0657	4.7527	1730	0.6946	0.6182	0.6946	0.8334
0.0657	4.7582	1732	0.7009	0.5922	0.7009	0.8372
0.0657	4.7637	1734	0.7332	0.6284	0.7332	0.8563
0.0657	4.7692	1736	0.7659	0.6284	0.7659	0.8751
0.0657	4.7747	1738	0.7724	0.6632	0.7724	0.8789
0.0657	4.7802	1740	0.7456	0.6284	0.7456	0.8635
0.0657	4.7857	1742	0.7408	0.6284	0.7408	0.8607
0.0657	4.7912	1744	0.7249	0.5922	0.7249	0.8514
0.0657	4.7967	1746	0.7138	0.5922	0.7138	0.8449
0.0657	4.8022	1748	0.7016	0.5922	0.7016	0.8376
0.0657	4.8077	1750	0.7014	0.5922	0.7014	0.8375
0.0657	4.8132	1752	0.7167	0.5922	0.7167	0.8466
0.0657	4.8187	1754	0.7134	0.5922	0.7134	0.8446
0.0657	4.8242	1756	0.7148	0.5922	0.7148	0.8455
0.0657	4.8297	1758	0.7238	0.6050	0.7238	0.8508
0.0657	4.8352	1760	0.7265	0.6050	0.7265	0.8523
0.0657	4.8407	1762	0.7283	0.6050	0.7283	0.8534
0.0657	4.8462	1764	0.7423	0.6179	0.7423	0.8616
0.0657	4.8516	1766	0.7487	0.6179	0.7487	0.8653
0.0657	4.8571	1768	0.7719	0.6411	0.7719	0.8786
0.0657	4.8626	1770	0.7867	0.6	0.7867	0.8869
0.0657	4.8681	1772	0.7862	0.6	0.7862	0.8867
0.0657	4.8736	1774	0.7646	0.6238	0.7646	0.8744
0.0657	4.8791	1776	0.7183	0.6159	0.7183	0.8475
0.0657	4.8846	1778	0.6686	0.5922	0.6686	0.8177
0.0657	4.8901	1780	0.6347	0.6476	0.6347	0.7967
0.0657	4.8956	1782	0.6193	0.6476	0.6193	0.7869
0.0657	4.9011	1784	0.6194	0.6476	0.6194	0.7870
0.0657	4.9066	1786	0.6297	0.6691	0.6297	0.7935
0.0657	4.9121	1788	0.6602	0.6528	0.6602	0.8126
0.0657	4.9176	1790	0.7053	0.6720	0.7053	0.8398
0.0657	4.9231	1792	0.7896	0.6842	0.7896	0.8886
0.0657	4.9286	1794	0.8672	0.6369	0.8672	0.9313
0.0657	4.9341	1796	0.8877	0.5968	0.8877	0.9422
0.0657	4.9396	1798	0.8323	0.6465	0.8323	0.9123
0.0657	4.9451	1800	0.7716	0.6155	0.7716	0.8784
0.0657	4.9505	1802	0.7221	0.6155	0.7221	0.8498
0.0657	4.9560	1804	0.6923	0.6203	0.6923	0.8320
0.0657	4.9615	1806	0.6839	0.6203	0.6839	0.8270
0.0657	4.9670	1808	0.6737	0.6203	0.6737	0.8208
0.0657	4.9725	1810	0.6894	0.6203	0.6894	0.8303
0.0657	4.9780	1812	0.7222	0.5777	0.7222	0.8498
0.0657	4.9835	1814	0.7316	0.5777	0.7316	0.8554
0.0657	4.9890	1816	0.7210	0.5777	0.7210	0.8491
0.0657	4.9945	1818	0.7294	0.5777	0.7294	0.8541
0.0657	5.0	1820	0.7476	0.5777	0.7476	0.8646
0.0657	5.0055	1822	0.7682	0.5777	0.7682	0.8765
0.0657	5.0110	1824	0.7691	0.5777	0.7691	0.8770
0.0657	5.0165	1826	0.7547	0.5777	0.7547	0.8687
0.0657	5.0220	1828	0.7299	0.5777	0.7299	0.8544
0.0657	5.0275	1830	0.7002	0.5922	0.7002	0.8368
0.0657	5.0330	1832	0.6783	0.6075	0.6783	0.8236
0.0657	5.0385	1834	0.6966	0.6307	0.6966	0.8346
0.0657	5.0440	1836	0.7155	0.6025	0.7155	0.8459
0.0657	5.0495	1838	0.7349	0.6025	0.7349	0.8573
0.0657	5.0549	1840	0.7404	0.6025	0.7404	0.8604
0.0657	5.0604	1842	0.7363	0.6025	0.7363	0.8581
0.0657	5.0659	1844	0.7211	0.6284	0.7211	0.8492
0.0657	5.0714	1846	0.7249	0.6284	0.7249	0.8514
0.0657	5.0769	1848	0.7622	0.6507	0.7622	0.8730
0.0657	5.0824	1850	0.7756	0.6720	0.7756	0.8807
0.0657	5.0879	1852	0.7627	0.6720	0.7627	0.8733
0.0657	5.0934	1854	0.7448	0.6384	0.7448	0.8630
0.0657	5.0989	1856	0.7040	0.6307	0.7040	0.8390
0.0657	5.1044	1858	0.6681	0.6307	0.6681	0.8174
0.0657	5.1099	1860	0.6482	0.6075	0.6482	0.8051
0.0657	5.1154	1862	0.6396	0.6227	0.6396	0.7998
0.0657	5.1209	1864	0.6434	0.6227	0.6434	0.8021
0.0657	5.1264	1866	0.6630	0.6307	0.6630	0.8142
0.0657	5.1319	1868	0.6753	0.6307	0.6753	0.8217
0.0657	5.1374	1870	0.6714	0.6307	0.6714	0.8194
0.0657	5.1429	1872	0.6699	0.6307	0.6699	0.8185
0.0657	5.1484	1874	0.6594	0.6307	0.6594	0.8120
0.0657	5.1538	1876	0.6420	0.6476	0.6420	0.8013
0.0657	5.1593	1878	0.6401	0.6476	0.6401	0.8001
0.0657	5.1648	1880	0.6403	0.6476	0.6403	0.8002
0.0657	5.1703	1882	0.6397	0.6476	0.6397	0.7998
0.0657	5.1758	1884	0.6249	0.6476	0.6249	0.7905
0.0657	5.1813	1886	0.6170	0.6476	0.6170	0.7855
0.0657	5.1868	1888	0.6239	0.6227	0.6239	0.7899
0.0657	5.1923	1890	0.6458	0.6227	0.6458	0.8036
0.0657	5.1978	1892	0.6765	0.6203	0.6765	0.8225
0.0657	5.2033	1894	0.7130	0.6050	0.7130	0.8444
0.0657	5.2088	1896	0.7625	0.5909	0.7625	0.8732
0.0657	5.2143	1898	0.8167	0.5749	0.8167	0.9037
0.0657	5.2198	1900	0.8303	0.5294	0.8303	0.9112
0.0657	5.2253	1902	0.8091	0.5749	0.8091	0.8995
0.0657	5.2308	1904	0.7689	0.5909	0.7689	0.8769
0.0657	5.2363	1906	0.7265	0.6179	0.7265	0.8524
0.0657	5.2418	1908	0.6850	0.6203	0.6850	0.8276
0.0657	5.2473	1910	0.6473	0.6203	0.6473	0.8045
0.0657	5.2527	1912	0.6081	0.6476	0.6081	0.7798
0.0657	5.2582	1914	0.5828	0.6476	0.5828	0.7634
0.0657	5.2637	1916	0.5806	0.6476	0.5806	0.7619
0.0657	5.2692	1918	0.5937	0.6476	0.5937	0.7705
0.0657	5.2747	1920	0.6205	0.6227	0.6205	0.7877
0.0657	5.2802	1922	0.6439	0.6075	0.6439	0.8024
0.0657	5.2857	1924	0.6837	0.6433	0.6837	0.8269
0.0657	5.2912	1926	0.7239	0.6507	0.7239	0.8508
0.0657	5.2967	1928	0.7100	0.6284	0.7100	0.8426
0.0657	5.3022	1930	0.6918	0.6203	0.6918	0.8318
0.0657	5.3077	1932	0.6678	0.6075	0.6678	0.8172
0.0657	5.3132	1934	0.6420	0.6075	0.6420	0.8012
0.0657	5.3187	1936	0.6094	0.64	0.6094	0.7807
0.0657	5.3242	1938	0.5969	0.6191	0.5969	0.7726
0.0657	5.3297	1940	0.5918	0.6776	0.5918	0.7693
0.0657	5.3352	1942	0.5850	0.6444	0.5850	0.7649
0.0657	5.3407	1944	0.5835	0.6549	0.5835	0.7639
0.0657	5.3462	1946	0.6085	0.6329	0.6085	0.7800
0.0657	5.3516	1948	0.6431	0.6075	0.6431	0.8019
0.0657	5.3571	1950	0.6739	0.6433	0.6739	0.8209
0.0657	5.3626	1952	0.6994	0.6652	0.6994	0.8363
0.0657	5.3681	1954	0.6919	0.6433	0.6919	0.8318
0.0657	5.3736	1956	0.6739	0.6433	0.6739	0.8209
0.0657	5.3791	1958	0.6509	0.6203	0.6509	0.8068
0.0657	5.3846	1960	0.6357	0.6203	0.6357	0.7973
0.0657	5.3901	1962	0.6400	0.5962	0.6400	0.8000
0.0657	5.3956	1964	0.6402	0.5735	0.6402	0.8001
0.0657	5.4011	1966	0.6326	0.6074	0.6326	0.7954
0.0657	5.4066	1968	0.6312	0.6074	0.6312	0.7945
0.0657	5.4121	1970	0.6406	0.5869	0.6406	0.8004
0.0657	5.4176	1972	0.6562	0.5962	0.6562	0.8101
0.0657	5.4231	1974	0.6754	0.5962	0.6754	0.8218
0.0657	5.4286	1976	0.6845	0.6203	0.6845	0.8274
0.0657	5.4341	1978	0.6770	0.6203	0.6770	0.8228
0.0657	5.4396	1980	0.6681	0.6203	0.6681	0.8174
0.0657	5.4451	1982	0.6706	0.6203	0.6706	0.8189
0.0657	5.4505	1984	0.6637	0.6075	0.6637	0.8147
0.0657	5.4560	1986	0.6661	0.6227	0.6661	0.8162
0.0657	5.4615	1988	0.6699	0.6227	0.6699	0.8185
0.0657	5.4670	1990	0.6841	0.6284	0.6841	0.8271
0.0657	5.4725	1992	0.7103	0.6507	0.7103	0.8428
0.0657	5.4780	1994	0.7646	0.6667	0.7646	0.8744
0.0657	5.4835	1996	0.7941	0.6005	0.7941	0.8911
0.0657	5.4890	1998	0.8168	0.5972	0.8168	0.9038
0.0495	5.4945	2000	0.8138	0.5972	0.8138	0.9021
0.0495	5.5	2002	0.7653	0.6365	0.7653	0.8748
0.0495	5.5055	2004	0.7371	0.6720	0.7371	0.8585
0.0495	5.5110	2006	0.7334	0.6720	0.7334	0.8564
0.0495	5.5165	2008	0.7184	0.6507	0.7184	0.8476
0.0495	5.5220	2010	0.7000	0.6284	0.7000	0.8366
0.0495	5.5275	2012	0.6763	0.6159	0.6763	0.8224
0.0495	5.5330	2014	0.6480	0.6075	0.6480	0.8050
0.0495	5.5385	2016	0.6379	0.6075	0.6379	0.7987
0.0495	5.5440	2018	0.6406	0.6075	0.6406	0.8004
0.0495	5.5495	2020	0.6463	0.6075	0.6463	0.8039
0.0495	5.5549	2022	0.6619	0.6075	0.6619	0.8136
0.0495	5.5604	2024	0.6740	0.6075	0.6740	0.8210
0.0495	5.5659	2026	0.6887	0.6075	0.6887	0.8299
0.0495	5.5714	2028	0.7104	0.6050	0.7104	0.8429
0.0495	5.5769	2030	0.7126	0.5896	0.7126	0.8442
0.0495	5.5824	2032	0.7039	0.6050	0.7039	0.8390
0.0495	5.5879	2034	0.6973	0.6075	0.6973	0.8351
0.0495	5.5934	2036	0.6922	0.6075	0.6922	0.8320
0.0495	5.5989	2038	0.6897	0.6075	0.6897	0.8305
0.0495	5.6044	2040	0.6578	0.6329	0.6578	0.8111
0.0495	5.6099	2042	0.6204	0.6476	0.6204	0.7876
0.0495	5.6154	2044	0.5983	0.6622	0.5983	0.7735
0.0495	5.6209	2046	0.5958	0.6476	0.5958	0.7719
0.0495	5.6264	2048	0.6042	0.6476	0.6042	0.7773
0.0495	5.6319	2050	0.6228	0.6476	0.6228	0.7892
0.0495	5.6374	2052	0.6477	0.6549	0.6477	0.8048
0.0495	5.6429	2054	0.6708	0.6528	0.6708	0.8190
0.0495	5.6484	2056	0.6907	0.6528	0.6907	0.8311
0.0495	5.6538	2058	0.6742	0.6528	0.6742	0.8211
0.0495	5.6593	2060	0.6560	0.6329	0.6560	0.8099
0.0495	5.6648	2062	0.6410	0.6329	0.6410	0.8006
0.0495	5.6703	2064	0.6309	0.6476	0.6309	0.7943
0.0495	5.6758	2066	0.6332	0.6476	0.6332	0.7957
0.0495	5.6813	2068	0.6254	0.6476	0.6254	0.7908
0.0495	5.6868	2070	0.6078	0.6476	0.6078	0.7796
0.0495	5.6923	2072	0.5965	0.6622	0.5965	0.7723
0.0495	5.6978	2074	0.5886	0.6549	0.5886	0.7672
0.0495	5.7033	2076	0.5888	0.6422	0.5888	0.7673
0.0495	5.7088	2078	0.5948	0.64	0.5948	0.7712
0.0495	5.7143	2080	0.6097	0.625	0.6097	0.7808
0.0495	5.7198	2082	0.6384	0.6329	0.6384	0.7990
0.0495	5.7253	2084	0.6639	0.6329	0.6639	0.8148
0.0495	5.7308	2086	0.6877	0.6329	0.6877	0.8293
0.0495	5.7363	2088	0.7070	0.6179	0.7070	0.8408
0.0495	5.7418	2090	0.7008	0.6179	0.7008	0.8372
0.0495	5.7473	2092	0.6873	0.5935	0.6873	0.8290
0.0495	5.7527	2094	0.6786	0.6355	0.6786	0.8238
0.0495	5.7582	2096	0.6769	0.625	0.6769	0.8227
0.0495	5.7637	2098	0.6816	0.6332	0.6816	0.8256
0.0495	5.7692	2100	0.7010	0.6025	0.7010	0.8372
0.0495	5.7747	2102	0.7171	0.6025	0.7171	0.8468
0.0495	5.7802	2104	0.7270	0.6025	0.7270	0.8527
0.0495	5.7857	2106	0.7271	0.6025	0.7271	0.8527
0.0495	5.7912	2108	0.7329	0.6486	0.7329	0.8561
0.0495	5.7967	2110	0.7216	0.6025	0.7216	0.8495
0.0495	5.8022	2112	0.6991	0.6284	0.6991	0.8361
0.0495	5.8077	2114	0.6967	0.6720	0.6967	0.8347
0.0495	5.8132	2116	0.7123	0.6720	0.7123	0.8440
0.0495	5.8187	2118	0.7304	0.6667	0.7304	0.8546
0.0495	5.8242	2120	0.7501	0.6812	0.7501	0.8661
0.0495	5.8297	2122	0.7584	0.6812	0.7584	0.8708
0.0495	5.8352	2124	0.7553	0.6812	0.7553	0.8691
0.0495	5.8407	2126	0.7339	0.6812	0.7339	0.8567
0.0495	5.8462	2128	0.7120	0.6943	0.7120	0.8438
0.0495	5.8516	2130	0.6944	0.6804	0.6944	0.8333
0.0495	5.8571	2132	0.6801	0.6686	0.6801	0.8247
0.0495	5.8626	2134	0.6749	0.6686	0.6749	0.8215
0.0495	5.8681	2136	0.6702	0.6822	0.6702	0.8187
0.0495	5.8736	2138	0.6695	0.6686	0.6695	0.8182
0.0495	5.8791	2140	0.7099	0.6667	0.7099	0.8426
0.0495	5.8846	2142	0.7551	0.6480	0.7551	0.8690
0.0495	5.8901	2144	0.8028	0.6680	0.8028	0.8960
0.0495	5.8956	2146	0.8113	0.6461	0.8113	0.9007
0.0495	5.9011	2148	0.8201	0.6461	0.8201	0.9056
0.0495	5.9066	2150	0.8178	0.6509	0.8178	0.9043
0.0495	5.9121	2152	0.8262	0.6509	0.8262	0.9089
0.0495	5.9176	2154	0.8249	0.6110	0.8249	0.9082
0.0495	5.9231	2156	0.8030	0.6294	0.8030	0.8961
0.0495	5.9286	2158	0.7867	0.6509	0.7867	0.8870
0.0495	5.9341	2160	0.7749	0.6509	0.7749	0.8803
0.0495	5.9396	2162	0.7661	0.6509	0.7661	0.8753
0.0495	5.9451	2164	0.7756	0.6509	0.7756	0.8807
0.0495	5.9505	2166	0.7806	0.6509	0.7806	0.8835
0.0495	5.9560	2168	0.7874	0.6559	0.7874	0.8874
0.0495	5.9615	2170	0.7877	0.6559	0.7877	0.8875
0.0495	5.9670	2172	0.8071	0.6559	0.8071	0.8984
0.0495	5.9725	2174	0.8224	0.6559	0.8224	0.9069
0.0495	5.9780	2176	0.8340	0.6559	0.8340	0.9133
0.0495	5.9835	2178	0.8545	0.6110	0.8545	0.9244
0.0495	5.9890	2180	0.8607	0.6110	0.8607	0.9278
0.0495	5.9945	2182	0.8303	0.6559	0.8303	0.9112
0.0495	6.0	2184	0.7877	0.6559	0.7877	0.8875
0.0495	6.0055	2186	0.7702	0.6559	0.7702	0.8776
0.0495	6.0110	2188	0.7711	0.6559	0.7711	0.8781
0.0495	6.0165	2190	0.7780	0.6559	0.7780	0.8820
0.0495	6.0220	2192	0.7953	0.6559	0.7953	0.8918
0.0495	6.0275	2194	0.8077	0.6559	0.8077	0.8987
0.0495	6.0330	2196	0.8037	0.6559	0.8037	0.8965
0.0495	6.0385	2198	0.7837	0.6559	0.7837	0.8853
0.0495	6.0440	2200	0.7740	0.6111	0.7740	0.8798
0.0495	6.0495	2202	0.7739	0.6111	0.7739	0.8797
0.0495	6.0549	2204	0.7723	0.6111	0.7723	0.8788
0.0495	6.0604	2206	0.7685	0.6111	0.7685	0.8767
0.0495	6.0659	2208	0.7723	0.6559	0.7723	0.8788
0.0495	6.0714	2210	0.7919	0.6559	0.7919	0.8899
0.0495	6.0769	2212	0.8076	0.6150	0.8076	0.8986
0.0495	6.0824	2214	0.8246	0.6150	0.8246	0.9081
0.0495	6.0879	2216	0.8373	0.6150	0.8373	0.9150
0.0495	6.0934	2218	0.8355	0.6150	0.8355	0.9140
0.0495	6.0989	2220	0.8465	0.6150	0.8465	0.9200
0.0495	6.1044	2222	0.8376	0.6509	0.8376	0.9152
0.0495	6.1099	2224	0.8426	0.6509	0.8426	0.9180
0.0495	6.1154	2226	0.8339	0.6509	0.8339	0.9132
0.0495	6.1209	2228	0.8394	0.6168	0.8394	0.9162
0.0495	6.1264	2230	0.8385	0.6168	0.8385	0.9157
0.0495	6.1319	2232	0.8317	0.6129	0.8317	0.9120
0.0495	6.1374	2234	0.8221	0.6129	0.8221	0.9067
0.0495	6.1429	2236	0.8256	0.6092	0.8256	0.9086
0.0495	6.1484	2238	0.8345	0.6289	0.8345	0.9135
0.0495	6.1538	2240	0.8163	0.6092	0.8163	0.9035
0.0495	6.1593	2242	0.8190	0.6289	0.8190	0.9050
0.0495	6.1648	2244	0.8103	0.6289	0.8103	0.9002
0.0495	6.1703	2246	0.8007	0.6289	0.8007	0.8948
0.0495	6.1758	2248	0.7925	0.6371	0.7925	0.8902
0.0495	6.1813	2250	0.7590	0.6345	0.7590	0.8712
0.0495	6.1868	2252	0.7315	0.6390	0.7315	0.8553
0.0495	6.1923	2254	0.7268	0.6390	0.7268	0.8525
0.0495	6.1978	2256	0.6938	0.6842	0.6938	0.8330
0.0495	6.2033	2258	0.6891	0.6667	0.6891	0.8301
0.0495	6.2088	2260	0.7085	0.6866	0.7085	0.8417
0.0495	6.2143	2262	0.7212	0.6760	0.7212	0.8493
0.0495	6.2198	2264	0.7277	0.6760	0.7277	0.8530
0.0495	6.2253	2266	0.7093	0.6866	0.7093	0.8422
0.0495	6.2308	2268	0.6906	0.6983	0.6906	0.8310
0.0495	6.2363	2270	0.6650	0.7195	0.6650	0.8155
0.0495	6.2418	2272	0.6584	0.7195	0.6584	0.8114
0.0495	6.2473	2274	0.6663	0.6776	0.6663	0.8163
0.0495	6.2527	2276	0.6766	0.6776	0.6766	0.8225
0.0495	6.2582	2278	0.6867	0.6632	0.6867	0.8287
0.0495	6.2637	2280	0.7026	0.6486	0.7026	0.8382
0.0495	6.2692	2282	0.7252	0.6559	0.7252	0.8516
0.0495	6.2747	2284	0.7459	0.6559	0.7459	0.8637
0.0495	6.2802	2286	0.7374	0.6559	0.7374	0.8587
0.0495	6.2857	2288	0.7252	0.6701	0.7252	0.8516
0.0495	6.2912	2290	0.7133	0.6701	0.7133	0.8446
0.0495	6.2967	2292	0.7094	0.6842	0.7094	0.8423
0.0495	6.3022	2294	0.7076	0.6842	0.7076	0.8412
0.0495	6.3077	2296	0.6895	0.6842	0.6895	0.8304
0.0495	6.3132	2298	0.6863	0.7060	0.6863	0.8284
0.0495	6.3187	2300	0.6904	0.7060	0.6904	0.8309
0.0495	6.3242	2302	0.7028	0.6701	0.7028	0.8383
0.0495	6.3297	2304	0.7040	0.6486	0.7040	0.8391
0.0495	6.3352	2306	0.6888	0.6507	0.6888	0.8299
0.0495	6.3407	2308	0.6721	0.6433	0.6721	0.8198
0.0495	6.3462	2310	0.6683	0.6581	0.6683	0.8175
0.0495	6.3516	2312	0.6781	0.6284	0.6781	0.8234
0.0495	6.3571	2314	0.6952	0.6284	0.6952	0.8338
0.0495	6.3626	2316	0.7053	0.6507	0.7053	0.8398
0.0495	6.3681	2318	0.7099	0.6262	0.7099	0.8425
0.0495	6.3736	2320	0.7274	0.6262	0.7274	0.8529
0.0495	6.3791	2322	0.7502	0.6340	0.7502	0.8661
0.0495	6.3846	2324	0.7576	0.6340	0.7576	0.8704
0.0495	6.3901	2326	0.7645	0.6340	0.7645	0.8743
0.0495	6.3956	2328	0.7694	0.6340	0.7694	0.8771
0.0495	6.4011	2330	0.7681	0.6559	0.7681	0.8764
0.0495	6.4066	2332	0.7722	0.6559	0.7722	0.8787
0.0495	6.4121	2334	0.7525	0.6701	0.7525	0.8675
0.0495	6.4176	2336	0.7331	0.6701	0.7331	0.8562
0.0495	6.4231	2338	0.6994	0.6941	0.6994	0.8363
0.0495	6.4286	2340	0.6757	0.6739	0.6757	0.8220
0.0495	6.4341	2342	0.6629	0.6879	0.6629	0.8142
0.0495	6.4396	2344	0.6527	0.6758	0.6527	0.8079
0.0495	6.4451	2346	0.6692	0.6739	0.6692	0.8180
0.0495	6.4505	2348	0.7026	0.6720	0.7026	0.8382
0.0495	6.4560	2350	0.7494	0.6842	0.7494	0.8657
0.0495	6.4615	2352	0.8032	0.6795	0.8032	0.8962
0.0495	6.4670	2354	0.8492	0.6371	0.8492	0.9215
0.0495	6.4725	2356	0.8609	0.6329	0.8609	0.9279
0.0495	6.4780	2358	0.8310	0.6501	0.8310	0.9116
0.0495	6.4835	2360	0.7762	0.6701	0.7762	0.8810
0.0495	6.4890	2362	0.7365	0.6486	0.7365	0.8582
0.0495	6.4945	2364	0.7138	0.6632	0.7138	0.8448
0.0495	6.5	2366	0.7007	0.6652	0.7007	0.8371
0.0495	6.5055	2368	0.6970	0.6528	0.6970	0.8349
0.0495	6.5110	2370	0.6954	0.6528	0.6954	0.8339
0.0495	6.5165	2372	0.6873	0.6528	0.6873	0.8290
0.0495	6.5220	2374	0.6854	0.6528	0.6854	0.8279
0.0495	6.5275	2376	0.6760	0.6182	0.6760	0.8222
0.0495	6.5330	2378	0.6743	0.6549	0.6743	0.8212
0.0495	6.5385	2380	0.6759	0.6549	0.6759	0.8222
0.0495	6.5440	2382	0.6791	0.6329	0.6791	0.8241
0.0495	6.5495	2384	0.6791	0.6329	0.6791	0.8240
0.0495	6.5549	2386	0.6869	0.6329	0.6869	0.8288
0.0495	6.5604	2388	0.7062	0.6182	0.7062	0.8404
0.0495	6.5659	2390	0.7220	0.6307	0.7220	0.8497
0.0495	6.5714	2392	0.7291	0.6050	0.7291	0.8539
0.0495	6.5769	2394	0.7283	0.6307	0.7283	0.8534
0.0495	6.5824	2396	0.7258	0.6307	0.7258	0.8520
0.0495	6.5879	2398	0.7448	0.6411	0.7448	0.8630
0.0495	6.5934	2400	0.7537	0.6262	0.7537	0.8681
0.0495	6.5989	2402	0.7712	0.6262	0.7712	0.8782
0.0495	6.6044	2404	0.7861	0.6262	0.7861	0.8866
0.0495	6.6099	2406	0.7938	0.6262	0.7938	0.8910
0.0495	6.6154	2408	0.7910	0.6262	0.7910	0.8894
0.0495	6.6209	2410	0.7818	0.6262	0.7818	0.8842
0.0495	6.6264	2412	0.7636	0.6262	0.7636	0.8738
0.0495	6.6319	2414	0.7648	0.6262	0.7648	0.8745
0.0495	6.6374	2416	0.7761	0.6262	0.7761	0.8810
0.0495	6.6429	2418	0.7960	0.6262	0.7960	0.8922
0.0495	6.6484	2420	0.8195	0.6701	0.8195	0.9052
0.0495	6.6538	2422	0.8264	0.6648	0.8264	0.9091
0.0495	6.6593	2424	0.8191	0.6701	0.8191	0.9051
0.0495	6.6648	2426	0.8154	0.6486	0.8154	0.9030
0.0495	6.6703	2428	0.8101	0.6486	0.8101	0.9000
0.0495	6.6758	2430	0.7974	0.6262	0.7974	0.8930
0.0495	6.6813	2432	0.7836	0.6262	0.7836	0.8852
0.0495	6.6868	2434	0.7639	0.6025	0.7639	0.8740
0.0495	6.6923	2436	0.7496	0.5896	0.7496	0.8658
0.0495	6.6978	2438	0.7277	0.6050	0.7277	0.8531
0.0495	6.7033	2440	0.7148	0.5922	0.7148	0.8454
0.0495	6.7088	2442	0.7070	0.6182	0.7070	0.8408
0.0495	6.7143	2444	0.6940	0.6329	0.6940	0.8330
0.0495	6.7198	2446	0.6813	0.6329	0.6813	0.8254
0.0495	6.7253	2448	0.6758	0.6329	0.6758	0.8220
0.0495	6.7308	2450	0.6733	0.6329	0.6733	0.8205
0.0495	6.7363	2452	0.6715	0.6329	0.6715	0.8195
0.0495	6.7418	2454	0.6683	0.6329	0.6683	0.8175
0.0495	6.7473	2456	0.6759	0.6329	0.6759	0.8221
0.0495	6.7527	2458	0.6763	0.6329	0.6763	0.8224
0.0495	6.7582	2460	0.6852	0.6329	0.6852	0.8278
0.0495	6.7637	2462	0.6969	0.5922	0.6969	0.8348
0.0495	6.7692	2464	0.7168	0.6050	0.7168	0.8466
0.0495	6.7747	2466	0.7200	0.6050	0.7200	0.8485
0.0495	6.7802	2468	0.7155	0.6050	0.7155	0.8459
0.0495	6.7857	2470	0.7035	0.6182	0.7035	0.8388

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 3, 2024
Updated: Dec 3, 2024