README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: arabert_augmented_only_k15_organization_task1_fold0
    results: []

arabert_augmented_only_k15_organization_task1_fold0

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

• Loss: 0.7226
• Qwk: 0.4698
• Mse: 0.7226
• Rmse: 0.8501

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	0.0083	2	1.3530	0.0	1.3530	1.1632
No log	0.0165	4	1.0144	-0.0024	1.0144	1.0072
No log	0.0248	6	0.9564	0.0	0.9564	0.9780
No log	0.0331	8	0.9534	0.0	0.9534	0.9764
No log	0.0413	10	0.9100	0.0157	0.9100	0.9539
No log	0.0496	12	0.9035	0.0565	0.9035	0.9505
No log	0.0579	14	0.9054	0.0318	0.9054	0.9515
No log	0.0661	16	0.9135	0.0801	0.9135	0.9558
No log	0.0744	18	0.9091	0.0841	0.9091	0.9535
No log	0.0826	20	0.9124	0.1413	0.9124	0.9552
No log	0.0909	22	0.9034	0.1238	0.9034	0.9505
No log	0.0992	24	0.9019	0.0944	0.9019	0.9497
No log	0.1074	26	0.9020	0.1024	0.9020	0.9497
No log	0.1157	28	0.8997	0.0732	0.8997	0.9485
No log	0.1240	30	0.8934	0.0648	0.8934	0.9452
No log	0.1322	32	0.9162	0.0	0.9162	0.9572
No log	0.1405	34	0.9419	0.0	0.9419	0.9705
No log	0.1488	36	0.9264	0.0	0.9264	0.9625
No log	0.1570	38	0.9148	0.0	0.9148	0.9565
No log	0.1653	40	0.9164	0.0	0.9164	0.9573
No log	0.1736	42	0.9085	0.0	0.9085	0.9531
No log	0.1818	44	0.9062	0.0	0.9062	0.9520
No log	0.1901	46	0.9025	0.0016	0.9025	0.9500
No log	0.1983	48	0.9056	0.0	0.9056	0.9516
No log	0.2066	50	0.8957	0.0096	0.8957	0.9464
No log	0.2149	52	0.8845	0.0737	0.8845	0.9405
No log	0.2231	54	0.8801	0.0962	0.8801	0.9382
No log	0.2314	56	0.8803	0.1514	0.8803	0.9383
No log	0.2397	58	0.8729	0.1689	0.8729	0.9343
No log	0.2479	60	0.8542	0.1685	0.8542	0.9242
No log	0.2562	62	0.8458	0.1531	0.8458	0.9197
No log	0.2645	64	0.8455	0.1337	0.8455	0.9195
No log	0.2727	66	0.8503	0.1033	0.8503	0.9221
No log	0.2810	68	0.8286	0.1673	0.8286	0.9103
No log	0.2893	70	0.8280	0.1670	0.8280	0.9099
No log	0.2975	72	0.8209	0.1912	0.8209	0.9060
No log	0.3058	74	0.8154	0.2138	0.8154	0.9030
No log	0.3140	76	0.8145	0.2363	0.8145	0.9025
No log	0.3223	78	0.8095	0.2295	0.8095	0.8997
No log	0.3306	80	0.8118	0.2182	0.8118	0.9010
No log	0.3388	82	0.8005	0.2408	0.8005	0.8947
No log	0.3471	84	0.8051	0.2008	0.8051	0.8973
No log	0.3554	86	0.8065	0.2060	0.8065	0.8980
No log	0.3636	88	0.8072	0.2529	0.8072	0.8984
No log	0.3719	90	0.8265	0.2256	0.8265	0.9091
No log	0.3802	92	0.9260	0.1126	0.9260	0.9623
No log	0.3884	94	0.9989	0.0700	0.9989	0.9994
No log	0.3967	96	0.9802	0.0858	0.9802	0.9900
No log	0.4050	98	0.9087	0.1352	0.9087	0.9533
No log	0.4132	100	0.8302	0.2091	0.8302	0.9112
No log	0.4215	102	0.8156	0.2110	0.8156	0.9031
No log	0.4298	104	0.8829	0.1498	0.8829	0.9396
No log	0.4380	106	0.9301	0.1265	0.9301	0.9644
No log	0.4463	108	0.9532	0.1447	0.9532	0.9763
No log	0.4545	110	1.0107	0.1065	1.0107	1.0053
No log	0.4628	112	0.9475	0.1247	0.9475	0.9734
No log	0.4711	114	0.8929	0.1480	0.8929	0.9449
No log	0.4793	116	0.8739	0.1522	0.8739	0.9348
No log	0.4876	118	0.8775	0.1524	0.8775	0.9367
No log	0.4959	120	0.8744	0.1650	0.8744	0.9351
No log	0.5041	122	0.8678	0.1643	0.8678	0.9315
No log	0.5124	124	0.8624	0.1922	0.8624	0.9287
No log	0.5207	126	0.8497	0.2394	0.8497	0.9218
No log	0.5289	128	0.8350	0.2314	0.8350	0.9138
No log	0.5372	130	0.8373	0.1181	0.8373	0.9150
No log	0.5455	132	0.8524	0.0471	0.8524	0.9233
No log	0.5537	134	0.8632	0.0338	0.8632	0.9291
No log	0.5620	136	0.8805	0.0228	0.8805	0.9384
No log	0.5702	138	0.8754	0.0649	0.8754	0.9356
No log	0.5785	140	0.8558	0.0889	0.8558	0.9251
No log	0.5868	142	0.8137	0.1291	0.8137	0.9020
No log	0.5950	144	0.7885	0.2682	0.7885	0.8880
No log	0.6033	146	0.7768	0.2942	0.7768	0.8814
No log	0.6116	148	0.7845	0.2589	0.7845	0.8857
No log	0.6198	150	0.8035	0.2344	0.8035	0.8964
No log	0.6281	152	0.8196	0.2047	0.8196	0.9053
No log	0.6364	154	0.8177	0.2014	0.8177	0.9042
No log	0.6446	156	0.7929	0.2259	0.7929	0.8905
No log	0.6529	158	0.7722	0.2487	0.7722	0.8788
No log	0.6612	160	0.7884	0.2322	0.7884	0.8879
No log	0.6694	162	0.8636	0.2125	0.8636	0.9293
No log	0.6777	164	0.8913	0.2487	0.8913	0.9441
No log	0.6860	166	0.8929	0.2910	0.8929	0.9449
No log	0.6942	168	0.8806	0.2948	0.8806	0.9384
No log	0.7025	170	0.8510	0.2826	0.8510	0.9225
No log	0.7107	172	0.8153	0.2568	0.8153	0.9029
No log	0.7190	174	0.8324	0.2267	0.8324	0.9124
No log	0.7273	176	0.8724	0.1789	0.8724	0.9340
No log	0.7355	178	0.8602	0.1838	0.8602	0.9275
No log	0.7438	180	0.8264	0.2017	0.8264	0.9090
No log	0.7521	182	0.7930	0.2321	0.7930	0.8905
No log	0.7603	184	0.7875	0.2311	0.7875	0.8874
No log	0.7686	186	0.7975	0.2074	0.7975	0.8930
No log	0.7769	188	0.8117	0.1908	0.8117	0.9009
No log	0.7851	190	0.8232	0.1894	0.8232	0.9073
No log	0.7934	192	0.8235	0.1957	0.8235	0.9075
No log	0.8017	194	0.8128	0.2084	0.8128	0.9016
No log	0.8099	196	0.8093	0.2292	0.8093	0.8996
No log	0.8182	198	0.8020	0.1903	0.8020	0.8956
No log	0.8264	200	0.8043	0.1915	0.8043	0.8968
No log	0.8347	202	0.8063	0.2093	0.8063	0.8979
No log	0.8430	204	0.8077	0.1902	0.8077	0.8987
No log	0.8512	206	0.8075	0.2159	0.8075	0.8986
No log	0.8595	208	0.8270	0.2073	0.8270	0.9094
No log	0.8678	210	0.8431	0.2068	0.8431	0.9182
No log	0.8760	212	0.8662	0.1959	0.8662	0.9307
No log	0.8843	214	0.9079	0.1601	0.9079	0.9528
No log	0.8926	216	0.9281	0.1422	0.9281	0.9634
No log	0.9008	218	0.8931	0.1821	0.8931	0.9451
No log	0.9091	220	0.8588	0.1948	0.8588	0.9267
No log	0.9174	222	0.8538	0.1352	0.8538	0.9240
No log	0.9256	224	0.8511	0.1302	0.8511	0.9225
No log	0.9339	226	0.8391	0.1332	0.8391	0.9160
No log	0.9421	228	0.8380	0.1298	0.8380	0.9154
No log	0.9504	230	0.8319	0.1164	0.8319	0.9121
No log	0.9587	232	0.8291	0.1212	0.8291	0.9106
No log	0.9669	234	0.8224	0.1395	0.8224	0.9069
No log	0.9752	236	0.8076	0.1818	0.8076	0.8987
No log	0.9835	238	0.7813	0.2201	0.7813	0.8839
No log	0.9917	240	0.7700	0.2471	0.7700	0.8775
No log	1.0	242	0.7704	0.2647	0.7704	0.8777
No log	1.0083	244	0.7736	0.2687	0.7736	0.8795
No log	1.0165	246	0.7791	0.2899	0.7791	0.8826
No log	1.0248	248	0.7805	0.3312	0.7805	0.8835
No log	1.0331	250	0.8065	0.3413	0.8065	0.8981
No log	1.0413	252	0.8262	0.3540	0.8262	0.9090
No log	1.0496	254	0.8435	0.3537	0.8435	0.9184
No log	1.0579	256	0.8185	0.3494	0.8185	0.9047
No log	1.0661	258	0.7851	0.3391	0.7851	0.8860
No log	1.0744	260	0.7855	0.2994	0.7855	0.8863
No log	1.0826	262	0.7852	0.2914	0.7852	0.8861
No log	1.0909	264	0.8037	0.3945	0.8037	0.8965
No log	1.0992	266	0.8391	0.3872	0.8391	0.9160
No log	1.1074	268	0.8438	0.3847	0.8438	0.9186
No log	1.1157	270	0.8104	0.3928	0.8104	0.9002
No log	1.1240	272	0.7819	0.3301	0.7819	0.8842
No log	1.1322	274	0.7743	0.3082	0.7743	0.8799
No log	1.1405	276	0.7673	0.3129	0.7673	0.8759
No log	1.1488	278	0.7639	0.3154	0.7639	0.8740
No log	1.1570	280	0.7765	0.3190	0.7765	0.8812
No log	1.1653	282	0.7741	0.2921	0.7741	0.8799
No log	1.1736	284	0.7726	0.2881	0.7726	0.8790
No log	1.1818	286	0.7695	0.2911	0.7695	0.8772
No log	1.1901	288	0.7763	0.3086	0.7763	0.8811
No log	1.1983	290	0.7677	0.3291	0.7677	0.8762
No log	1.2066	292	0.7496	0.3260	0.7496	0.8658
No log	1.2149	294	0.7440	0.3331	0.7440	0.8625
No log	1.2231	296	0.7423	0.3266	0.7423	0.8616
No log	1.2314	298	0.7402	0.3310	0.7402	0.8604
No log	1.2397	300	0.7406	0.3169	0.7406	0.8606
No log	1.2479	302	0.7473	0.3391	0.7473	0.8645
No log	1.2562	304	0.7642	0.3473	0.7642	0.8742
No log	1.2645	306	0.8019	0.3818	0.8019	0.8955
No log	1.2727	308	0.7980	0.3695	0.7980	0.8933
No log	1.2810	310	0.7829	0.3530	0.7829	0.8848
No log	1.2893	312	0.7893	0.3389	0.7893	0.8884
No log	1.2975	314	0.7746	0.3231	0.7746	0.8801
No log	1.3058	316	0.8127	0.3287	0.8127	0.9015
No log	1.3140	318	0.8628	0.3262	0.8628	0.9289
No log	1.3223	320	0.9145	0.3461	0.9145	0.9563
No log	1.3306	322	0.8925	0.3477	0.8925	0.9447
No log	1.3388	324	0.8152	0.3034	0.8152	0.9029
No log	1.3471	326	0.7774	0.2761	0.7774	0.8817
No log	1.3554	328	0.7599	0.2738	0.7599	0.8717
No log	1.3636	330	0.7491	0.2989	0.7491	0.8655
No log	1.3719	332	0.7415	0.3151	0.7415	0.8611
No log	1.3802	334	0.7449	0.2953	0.7449	0.8631
No log	1.3884	336	0.7817	0.2655	0.7817	0.8841
No log	1.3967	338	0.8101	0.2492	0.8101	0.9001
No log	1.4050	340	0.7963	0.2632	0.7963	0.8924
No log	1.4132	342	0.7642	0.2848	0.7642	0.8742
No log	1.4215	344	0.7594	0.3158	0.7594	0.8714
No log	1.4298	346	0.8078	0.3525	0.8078	0.8988
No log	1.4380	348	0.8990	0.3583	0.8990	0.9482
No log	1.4463	350	0.9487	0.3810	0.9487	0.9740
No log	1.4545	352	0.8938	0.3809	0.8938	0.9454
No log	1.4628	354	0.8238	0.3783	0.8238	0.9076
No log	1.4711	356	0.8079	0.4	0.8079	0.8988
No log	1.4793	358	0.7808	0.3801	0.7808	0.8836
No log	1.4876	360	0.7635	0.3773	0.7635	0.8738
No log	1.4959	362	0.7567	0.3736	0.7567	0.8699
No log	1.5041	364	0.7745	0.3566	0.7745	0.8800
No log	1.5124	366	0.7741	0.3608	0.7741	0.8798
No log	1.5207	368	0.7508	0.3501	0.7508	0.8665
No log	1.5289	370	0.7289	0.3384	0.7289	0.8538
No log	1.5372	372	0.7273	0.3075	0.7273	0.8528
No log	1.5455	374	0.7313	0.3048	0.7313	0.8552
No log	1.5537	376	0.7224	0.3188	0.7224	0.8500
No log	1.5620	378	0.7155	0.3174	0.7155	0.8459
No log	1.5702	380	0.7231	0.3299	0.7231	0.8503
No log	1.5785	382	0.7452	0.2962	0.7452	0.8632
No log	1.5868	384	0.7621	0.2845	0.7621	0.8730
No log	1.5950	386	0.7707	0.2715	0.7707	0.8779
No log	1.6033	388	0.7765	0.2461	0.7765	0.8812
No log	1.6116	390	0.7559	0.2535	0.7559	0.8695
No log	1.6198	392	0.7329	0.2620	0.7329	0.8561
No log	1.6281	394	0.7199	0.2760	0.7199	0.8485
No log	1.6364	396	0.7097	0.3228	0.7097	0.8424
No log	1.6446	398	0.7083	0.3363	0.7083	0.8416
No log	1.6529	400	0.7067	0.3153	0.7067	0.8407
No log	1.6612	402	0.7072	0.3326	0.7072	0.8409
No log	1.6694	404	0.7073	0.3207	0.7073	0.8410
No log	1.6777	406	0.7078	0.3242	0.7078	0.8413
No log	1.6860	408	0.7120	0.3152	0.7120	0.8438
No log	1.6942	410	0.7301	0.3370	0.7301	0.8545
No log	1.7025	412	0.7624	0.3503	0.7624	0.8731
No log	1.7107	414	0.8071	0.3748	0.8071	0.8984
No log	1.7190	416	0.8356	0.3825	0.8356	0.9141
No log	1.7273	418	0.8329	0.3971	0.8329	0.9127
No log	1.7355	420	0.7959	0.3487	0.7959	0.8921
No log	1.7438	422	0.7633	0.3271	0.7633	0.8737
No log	1.7521	424	0.7452	0.3341	0.7452	0.8633
No log	1.7603	426	0.7397	0.3061	0.7397	0.8601
No log	1.7686	428	0.7423	0.2778	0.7423	0.8616
No log	1.7769	430	0.7473	0.2616	0.7473	0.8644
No log	1.7851	432	0.7480	0.2574	0.7480	0.8649
No log	1.7934	434	0.7458	0.2619	0.7458	0.8636
No log	1.8017	436	0.7437	0.2616	0.7437	0.8624
No log	1.8099	438	0.7391	0.2764	0.7391	0.8597
No log	1.8182	440	0.7372	0.2678	0.7372	0.8586
No log	1.8264	442	0.7413	0.2730	0.7413	0.8610
No log	1.8347	444	0.7508	0.2548	0.7508	0.8665
No log	1.8430	446	0.7641	0.2376	0.7641	0.8741
No log	1.8512	448	0.7865	0.2038	0.7865	0.8869
No log	1.8595	450	0.8262	0.1707	0.8262	0.9089
No log	1.8678	452	0.8474	0.1642	0.8474	0.9205
No log	1.8760	454	0.8645	0.2134	0.8645	0.9298
No log	1.8843	456	0.8540	0.2573	0.8540	0.9241
No log	1.8926	458	0.8239	0.3067	0.8239	0.9077
No log	1.9008	460	0.7820	0.3263	0.7820	0.8843
No log	1.9091	462	0.7398	0.3276	0.7398	0.8601
No log	1.9174	464	0.7027	0.3359	0.7027	0.8383
No log	1.9256	466	0.6943	0.3566	0.6943	0.8333
No log	1.9339	468	0.7005	0.3455	0.7005	0.8370
No log	1.9421	470	0.7052	0.3299	0.7052	0.8398
No log	1.9504	472	0.7010	0.3879	0.7010	0.8372
No log	1.9587	474	0.7190	0.4258	0.7190	0.8479
No log	1.9669	476	0.7789	0.4314	0.7789	0.8826
No log	1.9752	478	0.8827	0.4588	0.8827	0.9395
No log	1.9835	480	0.9780	0.4305	0.9780	0.9890
No log	1.9917	482	1.0149	0.4493	1.0149	1.0074
No log	2.0	484	0.9474	0.4433	0.9474	0.9733
No log	2.0083	486	0.8510	0.4170	0.8510	0.9225
No log	2.0165	488	0.8018	0.4164	0.8018	0.8955
No log	2.0248	490	0.7356	0.3996	0.7356	0.8577
No log	2.0331	492	0.7133	0.3863	0.7133	0.8445
No log	2.0413	494	0.6940	0.3545	0.6940	0.8331
No log	2.0496	496	0.6884	0.3317	0.6884	0.8297
No log	2.0579	498	0.6918	0.3301	0.6918	0.8317
0.8119	2.0661	500	0.6973	0.3383	0.6973	0.8351
0.8119	2.0744	502	0.6955	0.3059	0.6955	0.8339
0.8119	2.0826	504	0.7007	0.3109	0.7007	0.8371
0.8119	2.0909	506	0.7045	0.3154	0.7045	0.8393
0.8119	2.0992	508	0.7090	0.3184	0.7090	0.8420
0.8119	2.1074	510	0.7103	0.3190	0.7103	0.8428
0.8119	2.1157	512	0.7211	0.3208	0.7211	0.8492
0.8119	2.1240	514	0.7355	0.3537	0.7355	0.8576
0.8119	2.1322	516	0.7601	0.3914	0.7601	0.8719
0.8119	2.1405	518	0.7917	0.4100	0.7917	0.8898
0.8119	2.1488	520	0.8205	0.4265	0.8205	0.9058
0.8119	2.1570	522	0.8153	0.4390	0.8153	0.9029
0.8119	2.1653	524	0.7909	0.4393	0.7909	0.8894
0.8119	2.1736	526	0.7499	0.3843	0.7499	0.8660
0.8119	2.1818	528	0.7279	0.3748	0.7279	0.8532
0.8119	2.1901	530	0.7171	0.3594	0.7171	0.8468
0.8119	2.1983	532	0.7075	0.3449	0.7075	0.8411
0.8119	2.2066	534	0.6998	0.3285	0.6998	0.8365
0.8119	2.2149	536	0.6985	0.3277	0.6985	0.8358
0.8119	2.2231	538	0.6997	0.3544	0.6997	0.8365
0.8119	2.2314	540	0.7086	0.3667	0.7086	0.8418
0.8119	2.2397	542	0.7293	0.3777	0.7293	0.8540
0.8119	2.2479	544	0.7610	0.3798	0.7610	0.8724
0.8119	2.2562	546	0.7972	0.3858	0.7972	0.8929
0.8119	2.2645	548	0.7944	0.3944	0.7944	0.8913
0.8119	2.2727	550	0.7748	0.3791	0.7748	0.8803
0.8119	2.2810	552	0.7818	0.3752	0.7818	0.8842
0.8119	2.2893	554	0.8191	0.4260	0.8191	0.9050
0.8119	2.2975	556	0.7999	0.3936	0.7999	0.8944
0.8119	2.3058	558	0.7857	0.3958	0.7857	0.8864
0.8119	2.3140	560	0.7949	0.4127	0.7949	0.8916
0.8119	2.3223	562	0.7728	0.3913	0.7728	0.8791
0.8119	2.3306	564	0.7324	0.3537	0.7324	0.8558
0.8119	2.3388	566	0.7062	0.3322	0.7062	0.8404
0.8119	2.3471	568	0.6989	0.3181	0.6989	0.8360
0.8119	2.3554	570	0.6975	0.3187	0.6975	0.8352
0.8119	2.3636	572	0.6974	0.3281	0.6974	0.8351
0.8119	2.3719	574	0.7053	0.3480	0.7053	0.8398
0.8119	2.3802	576	0.7188	0.3618	0.7188	0.8478
0.8119	2.3884	578	0.7434	0.3962	0.7434	0.8622
0.8119	2.3967	580	0.7596	0.3977	0.7596	0.8716
0.8119	2.4050	582	0.7735	0.3842	0.7735	0.8795
0.8119	2.4132	584	0.7573	0.3853	0.7573	0.8702
0.8119	2.4215	586	0.7224	0.3553	0.7224	0.8499
0.8119	2.4298	588	0.7041	0.3396	0.7041	0.8391
0.8119	2.4380	590	0.6950	0.3290	0.6950	0.8337
0.8119	2.4463	592	0.6940	0.3104	0.6940	0.8331
0.8119	2.4545	594	0.6925	0.3068	0.6925	0.8322
0.8119	2.4628	596	0.6881	0.3217	0.6881	0.8295
0.8119	2.4711	598	0.6905	0.3427	0.6905	0.8310
0.8119	2.4793	600	0.6907	0.3415	0.6907	0.8311
0.8119	2.4876	602	0.6977	0.3492	0.6977	0.8353
0.8119	2.4959	604	0.7094	0.3610	0.7094	0.8423
0.8119	2.5041	606	0.7202	0.3748	0.7202	0.8487
0.8119	2.5124	608	0.7416	0.3724	0.7416	0.8611
0.8119	2.5207	610	0.7510	0.3713	0.7510	0.8666
0.8119	2.5289	612	0.7529	0.3695	0.7529	0.8677
0.8119	2.5372	614	0.7513	0.3703	0.7513	0.8668
0.8119	2.5455	616	0.7580	0.3646	0.7580	0.8707
0.8119	2.5537	618	0.7753	0.3866	0.7753	0.8805
0.8119	2.5620	620	0.7744	0.3880	0.7744	0.8800
0.8119	2.5702	622	0.7589	0.4073	0.7589	0.8712
0.8119	2.5785	624	0.7405	0.4123	0.7405	0.8605
0.8119	2.5868	626	0.7470	0.4150	0.7470	0.8643
0.8119	2.5950	628	0.7584	0.4207	0.7584	0.8708
0.8119	2.6033	630	0.7586	0.4154	0.7586	0.8710
0.8119	2.6116	632	0.7541	0.4156	0.7541	0.8684
0.8119	2.6198	634	0.7570	0.4051	0.7570	0.8701
0.8119	2.6281	636	0.7615	0.3906	0.7615	0.8726
0.8119	2.6364	638	0.7826	0.4162	0.7826	0.8847
0.8119	2.6446	640	0.7776	0.4216	0.7776	0.8818
0.8119	2.6529	642	0.7670	0.4199	0.7670	0.8758
0.8119	2.6612	644	0.7730	0.4300	0.7730	0.8792
0.8119	2.6694	646	0.7675	0.4312	0.7675	0.8761
0.8119	2.6777	648	0.7436	0.4206	0.7436	0.8623
0.8119	2.6860	650	0.7195	0.3861	0.7195	0.8482
0.8119	2.6942	652	0.7020	0.3593	0.7020	0.8378
0.8119	2.7025	654	0.6942	0.3475	0.6942	0.8332
0.8119	2.7107	656	0.6948	0.3293	0.6948	0.8336
0.8119	2.7190	658	0.6875	0.3445	0.6875	0.8292
0.8119	2.7273	660	0.6910	0.3711	0.6910	0.8313
0.8119	2.7355	662	0.6994	0.3667	0.6994	0.8363
0.8119	2.7438	664	0.7071	0.3657	0.7071	0.8409
0.8119	2.7521	666	0.7223	0.3538	0.7223	0.8499
0.8119	2.7603	668	0.7182	0.3586	0.7182	0.8474
0.8119	2.7686	670	0.7162	0.3811	0.7162	0.8463
0.8119	2.7769	672	0.7182	0.4012	0.7182	0.8475
0.8119	2.7851	674	0.7550	0.4150	0.7550	0.8689
0.8119	2.7934	676	0.7894	0.4194	0.7894	0.8885
0.8119	2.8017	678	0.8243	0.4349	0.8243	0.9079
0.8119	2.8099	680	0.8299	0.4411	0.8299	0.9110
0.8119	2.8182	682	0.7743	0.4427	0.7743	0.8799
0.8119	2.8264	684	0.7110	0.4546	0.7110	0.8432
0.8119	2.8347	686	0.6901	0.4642	0.6901	0.8307
0.8119	2.8430	688	0.6843	0.4510	0.6843	0.8272
0.8119	2.8512	690	0.6910	0.4491	0.6910	0.8313
0.8119	2.8595	692	0.6931	0.4441	0.6931	0.8325
0.8119	2.8678	694	0.6998	0.4322	0.6998	0.8365
0.8119	2.8760	696	0.7262	0.4374	0.7262	0.8522
0.8119	2.8843	698	0.7292	0.4489	0.7292	0.8539
0.8119	2.8926	700	0.7362	0.4425	0.7362	0.8580
0.8119	2.9008	702	0.7368	0.4317	0.7368	0.8584
0.8119	2.9091	704	0.7176	0.4388	0.7176	0.8471
0.8119	2.9174	706	0.6879	0.4021	0.6879	0.8294
0.8119	2.9256	708	0.6825	0.3565	0.6825	0.8261
0.8119	2.9339	710	0.6852	0.3425	0.6852	0.8278
0.8119	2.9421	712	0.6936	0.3467	0.6936	0.8328
0.8119	2.9504	714	0.7131	0.3701	0.7131	0.8444
0.8119	2.9587	716	0.7534	0.3982	0.7534	0.8680
0.8119	2.9669	718	0.7990	0.4037	0.7990	0.8938
0.8119	2.9752	720	0.8117	0.3954	0.8117	0.9009
0.8119	2.9835	722	0.7928	0.3755	0.7928	0.8904
0.8119	2.9917	724	0.7749	0.3704	0.7749	0.8803
0.8119	3.0	726	0.7410	0.3685	0.7410	0.8608
0.8119	3.0083	728	0.7078	0.3320	0.7078	0.8413
0.8119	3.0165	730	0.6885	0.3582	0.6885	0.8298
0.8119	3.0248	732	0.6827	0.3727	0.6827	0.8263
0.8119	3.0331	734	0.6824	0.3768	0.6824	0.8261
0.8119	3.0413	736	0.6960	0.3747	0.6960	0.8342
0.8119	3.0496	738	0.7372	0.4239	0.7372	0.8586
0.8119	3.0579	740	0.7669	0.4242	0.7669	0.8757
0.8119	3.0661	742	0.7872	0.4403	0.7872	0.8872
0.8119	3.0744	744	0.8186	0.4507	0.8186	0.9048
0.8119	3.0826	746	0.8294	0.4630	0.8294	0.9107
0.8119	3.0909	748	0.8360	0.4668	0.8360	0.9143
0.8119	3.0992	750	0.8197	0.4625	0.8197	0.9054
0.8119	3.1074	752	0.7872	0.4497	0.7872	0.8872
0.8119	3.1157	754	0.7660	0.4446	0.7660	0.8752
0.8119	3.1240	756	0.7330	0.4297	0.7330	0.8561
0.8119	3.1322	758	0.7159	0.4146	0.7159	0.8461
0.8119	3.1405	760	0.7149	0.4101	0.7149	0.8455
0.8119	3.1488	762	0.7257	0.3980	0.7257	0.8519
0.8119	3.1570	764	0.7373	0.3896	0.7373	0.8587
0.8119	3.1653	766	0.7522	0.3797	0.7522	0.8673
0.8119	3.1736	768	0.7665	0.3807	0.7665	0.8755
0.8119	3.1818	770	0.7659	0.3904	0.7659	0.8752
0.8119	3.1901	772	0.7785	0.4009	0.7785	0.8823
0.8119	3.1983	774	0.7703	0.4056	0.7703	0.8776
0.8119	3.2066	776	0.7311	0.4378	0.7311	0.8551
0.8119	3.2149	778	0.7027	0.4659	0.7027	0.8383
0.8119	3.2231	780	0.6895	0.4575	0.6895	0.8304
0.8119	3.2314	782	0.6906	0.4526	0.6906	0.8310
0.8119	3.2397	784	0.6950	0.4425	0.6950	0.8336
0.8119	3.2479	786	0.7030	0.4236	0.7030	0.8385
0.8119	3.2562	788	0.7026	0.4342	0.7026	0.8382
0.8119	3.2645	790	0.7137	0.4729	0.7137	0.8448
0.8119	3.2727	792	0.7754	0.4865	0.7754	0.8806
0.8119	3.2810	794	0.9001	0.4989	0.9001	0.9487
0.8119	3.2893	796	1.0227	0.4918	1.0227	1.0113
0.8119	3.2975	798	1.0549	0.4976	1.0549	1.0271
0.8119	3.3058	800	1.0264	0.5062	1.0264	1.0131
0.8119	3.3140	802	0.9519	0.5050	0.9519	0.9756
0.8119	3.3223	804	0.9020	0.4978	0.9020	0.9498
0.8119	3.3306	806	0.8679	0.4886	0.8679	0.9316
0.8119	3.3388	808	0.7881	0.4842	0.7881	0.8878
0.8119	3.3471	810	0.7284	0.4827	0.7284	0.8535
0.8119	3.3554	812	0.6846	0.4779	0.6846	0.8274
0.8119	3.3636	814	0.6706	0.4454	0.6706	0.8189
0.8119	3.3719	816	0.6631	0.4198	0.6631	0.8143
0.8119	3.3802	818	0.6603	0.4011	0.6603	0.8126
0.8119	3.3884	820	0.6654	0.4118	0.6654	0.8157
0.8119	3.3967	822	0.6768	0.4279	0.6768	0.8227
0.8119	3.4050	824	0.6990	0.4267	0.6990	0.8361
0.8119	3.4132	826	0.6986	0.4198	0.6986	0.8358
0.8119	3.4215	828	0.6837	0.4023	0.6837	0.8269
0.8119	3.4298	830	0.6643	0.3740	0.6643	0.8150
0.8119	3.4380	832	0.6619	0.3677	0.6619	0.8136
0.8119	3.4463	834	0.6630	0.3734	0.6630	0.8142
0.8119	3.4545	836	0.6654	0.3856	0.6654	0.8157
0.8119	3.4628	838	0.6686	0.3941	0.6686	0.8177
0.8119	3.4711	840	0.6813	0.3959	0.6813	0.8254
0.8119	3.4793	842	0.7043	0.4370	0.7043	0.8392
0.8119	3.4876	844	0.7384	0.4447	0.7384	0.8593
0.8119	3.4959	846	0.7614	0.4501	0.7614	0.8726
0.8119	3.5041	848	0.7611	0.4586	0.7611	0.8724
0.8119	3.5124	850	0.7471	0.4689	0.7471	0.8643
0.8119	3.5207	852	0.7384	0.4471	0.7384	0.8593
0.8119	3.5289	854	0.7318	0.4349	0.7318	0.8555
0.8119	3.5372	856	0.7339	0.4407	0.7339	0.8567
0.8119	3.5455	858	0.7517	0.4654	0.7517	0.8670
0.8119	3.5537	860	0.7959	0.4680	0.7959	0.8921
0.8119	3.5620	862	0.8249	0.4887	0.8249	0.9082
0.8119	3.5702	864	0.8136	0.4694	0.8136	0.9020
0.8119	3.5785	866	0.8058	0.4728	0.8058	0.8977
0.8119	3.5868	868	0.7621	0.4513	0.7621	0.8730
0.8119	3.5950	870	0.7291	0.4436	0.7291	0.8539
0.8119	3.6033	872	0.7144	0.4326	0.7144	0.8452
0.8119	3.6116	874	0.6986	0.4217	0.6986	0.8358
0.8119	3.6198	876	0.6979	0.4276	0.6979	0.8354
0.8119	3.6281	878	0.7107	0.4299	0.7107	0.8430
0.8119	3.6364	880	0.7274	0.4298	0.7274	0.8529
0.8119	3.6446	882	0.7293	0.4336	0.7293	0.8540
0.8119	3.6529	884	0.7317	0.4344	0.7317	0.8554
0.8119	3.6612	886	0.7360	0.4356	0.7360	0.8579
0.8119	3.6694	888	0.7252	0.4287	0.7252	0.8516
0.8119	3.6777	890	0.7365	0.4379	0.7365	0.8582
0.8119	3.6860	892	0.7493	0.4418	0.7493	0.8656
0.8119	3.6942	894	0.7799	0.4786	0.7799	0.8831
0.8119	3.7025	896	0.7633	0.4693	0.7633	0.8737
0.8119	3.7107	898	0.7296	0.4445	0.7296	0.8542
0.8119	3.7190	900	0.7066	0.4374	0.7066	0.8406
0.8119	3.7273	902	0.6976	0.4409	0.6976	0.8352
0.8119	3.7355	904	0.6861	0.4326	0.6861	0.8283
0.8119	3.7438	906	0.6828	0.4364	0.6828	0.8263
0.8119	3.7521	908	0.6999	0.4593	0.6999	0.8366
0.8119	3.7603	910	0.7338	0.4737	0.7338	0.8566
0.8119	3.7686	912	0.7884	0.4740	0.7884	0.8879
0.8119	3.7769	914	0.8425	0.4918	0.8425	0.9179
0.8119	3.7851	916	0.8354	0.4874	0.8354	0.9140
0.8119	3.7934	918	0.8125	0.4889	0.8125	0.9014
0.8119	3.8017	920	0.7721	0.5016	0.7721	0.8787
0.8119	3.8099	922	0.7192	0.5015	0.7192	0.8480
0.8119	3.8182	924	0.6887	0.4966	0.6887	0.8299
0.8119	3.8264	926	0.6750	0.4688	0.6750	0.8216
0.8119	3.8347	928	0.6748	0.4686	0.6748	0.8215
0.8119	3.8430	930	0.6785	0.4655	0.6785	0.8237
0.8119	3.8512	932	0.6739	0.4575	0.6739	0.8209
0.8119	3.8595	934	0.6615	0.4606	0.6615	0.8133
0.8119	3.8678	936	0.6505	0.4426	0.6505	0.8065
0.8119	3.8760	938	0.6626	0.4712	0.6626	0.8140
0.8119	3.8843	940	0.6922	0.4790	0.6922	0.8320
0.8119	3.8926	942	0.7170	0.4796	0.7170	0.8467
0.8119	3.9008	944	0.7198	0.4755	0.7198	0.8484
0.8119	3.9091	946	0.7122	0.4612	0.7122	0.8439
0.8119	3.9174	948	0.6841	0.4587	0.6841	0.8271
0.8119	3.9256	950	0.6612	0.4314	0.6612	0.8132
0.8119	3.9339	952	0.6580	0.4278	0.6580	0.8111
0.8119	3.9421	954	0.6584	0.4087	0.6584	0.8114
0.8119	3.9504	956	0.6579	0.3995	0.6579	0.8111
0.8119	3.9587	958	0.6544	0.4100	0.6544	0.8089
0.8119	3.9669	960	0.6549	0.4142	0.6549	0.8092
0.8119	3.9752	962	0.6561	0.4199	0.6561	0.8100
0.8119	3.9835	964	0.6572	0.4281	0.6572	0.8107
0.8119	3.9917	966	0.6512	0.4208	0.6512	0.8070
0.8119	4.0	968	0.6494	0.4212	0.6494	0.8059
0.8119	4.0083	970	0.6540	0.4369	0.6540	0.8087
0.8119	4.0165	972	0.6484	0.4151	0.6484	0.8052
0.8119	4.0248	974	0.6461	0.4121	0.6461	0.8038
0.8119	4.0331	976	0.6474	0.3990	0.6474	0.8046
0.8119	4.0413	978	0.6522	0.4097	0.6522	0.8076
0.8119	4.0496	980	0.6583	0.4076	0.6583	0.8114
0.8119	4.0579	982	0.6725	0.4057	0.6725	0.8201
0.8119	4.0661	984	0.7051	0.4112	0.7051	0.8397
0.8119	4.0744	986	0.7576	0.4327	0.7576	0.8704
0.8119	4.0826	988	0.8069	0.4520	0.8069	0.8983
0.8119	4.0909	990	0.8215	0.4604	0.8215	0.9063
0.8119	4.0992	992	0.8083	0.4617	0.8083	0.8991
0.8119	4.1074	994	0.7955	0.4614	0.7955	0.8919
0.8119	4.1157	996	0.8009	0.4652	0.8009	0.8950
0.8119	4.1240	998	0.8434	0.4893	0.8434	0.9184
0.5778	4.1322	1000	0.8650	0.4941	0.8650	0.9301
0.5778	4.1405	1002	0.8455	0.4900	0.8455	0.9195
0.5778	4.1488	1004	0.7957	0.4682	0.7957	0.8920
0.5778	4.1570	1006	0.7266	0.4611	0.7266	0.8524
0.5778	4.1653	1008	0.6767	0.4436	0.6767	0.8226
0.5778	4.1736	1010	0.6519	0.4257	0.6519	0.8074
0.5778	4.1818	1012	0.6471	0.4117	0.6471	0.8044
0.5778	4.1901	1014	0.6458	0.4179	0.6458	0.8036
0.5778	4.1983	1016	0.6449	0.4104	0.6449	0.8030
0.5778	4.2066	1018	0.6465	0.4109	0.6465	0.8040
0.5778	4.2149	1020	0.6512	0.4059	0.6512	0.8070
0.5778	4.2231	1022	0.6712	0.4356	0.6712	0.8193
0.5778	4.2314	1024	0.7161	0.4657	0.7161	0.8462
0.5778	4.2397	1026	0.7418	0.4760	0.7418	0.8613
0.5778	4.2479	1028	0.7794	0.4826	0.7794	0.8828
0.5778	4.2562	1030	0.8239	0.5070	0.8239	0.9077
0.5778	4.2645	1032	0.8322	0.4981	0.8322	0.9123
0.5778	4.2727	1034	0.7990	0.5127	0.7990	0.8938
0.5778	4.2810	1036	0.7415	0.5077	0.7415	0.8611
0.5778	4.2893	1038	0.6896	0.4838	0.6896	0.8304
0.5778	4.2975	1040	0.6706	0.4798	0.6706	0.8189
0.5778	4.3058	1042	0.6672	0.4743	0.6672	0.8168
0.5778	4.3140	1044	0.6789	0.4983	0.6789	0.8239
0.5778	4.3223	1046	0.6826	0.4935	0.6826	0.8262
0.5778	4.3306	1048	0.6829	0.4970	0.6829	0.8264
0.5778	4.3388	1050	0.7097	0.5194	0.7097	0.8424
0.5778	4.3471	1052	0.7358	0.5328	0.7358	0.8578
0.5778	4.3554	1054	0.7959	0.5354	0.7959	0.8921
0.5778	4.3636	1056	0.8544	0.5248	0.8544	0.9243
0.5778	4.3719	1058	0.8510	0.5241	0.8510	0.9225
0.5778	4.3802	1060	0.8365	0.5142	0.8365	0.9146
0.5778	4.3884	1062	0.8332	0.5147	0.8332	0.9128
0.5778	4.3967	1064	0.8220	0.5062	0.8220	0.9066
0.5778	4.4050	1066	0.7773	0.5141	0.7773	0.8816
0.5778	4.4132	1068	0.7314	0.4839	0.7314	0.8552
0.5778	4.4215	1070	0.6749	0.4379	0.6749	0.8215
0.5778	4.4298	1072	0.6506	0.4531	0.6506	0.8066
0.5778	4.4380	1074	0.6531	0.4426	0.6531	0.8082
0.5778	4.4463	1076	0.6582	0.4426	0.6582	0.8113
0.5778	4.4545	1078	0.6726	0.4451	0.6726	0.8202
0.5778	4.4628	1080	0.6900	0.4480	0.6900	0.8307
0.5778	4.4711	1082	0.6983	0.4473	0.6983	0.8356
0.5778	4.4793	1084	0.7045	0.4555	0.7045	0.8394
0.5778	4.4876	1086	0.7390	0.4712	0.7390	0.8596
0.5778	4.4959	1088	0.7542	0.4733	0.7542	0.8684
0.5778	4.5041	1090	0.7491	0.4874	0.7491	0.8655
0.5778	4.5124	1092	0.7369	0.4897	0.7369	0.8584
0.5778	4.5207	1094	0.7211	0.4924	0.7211	0.8492
0.5778	4.5289	1096	0.6843	0.4415	0.6843	0.8272
0.5778	4.5372	1098	0.6646	0.4239	0.6646	0.8152
0.5778	4.5455	1100	0.6578	0.4211	0.6578	0.8111
0.5778	4.5537	1102	0.6605	0.4331	0.6605	0.8127
0.5778	4.5620	1104	0.6604	0.4331	0.6604	0.8126
0.5778	4.5702	1106	0.6637	0.4303	0.6637	0.8147
0.5778	4.5785	1108	0.6876	0.4726	0.6876	0.8292
0.5778	4.5868	1110	0.7259	0.4874	0.7259	0.8520
0.5778	4.5950	1112	0.8174	0.5126	0.8174	0.9041
0.5778	4.6033	1114	0.9158	0.5121	0.9158	0.9570
0.5778	4.6116	1116	0.9450	0.5049	0.9450	0.9721
0.5778	4.6198	1118	0.9216	0.5094	0.9216	0.9600
0.5778	4.6281	1120	0.8608	0.5118	0.8608	0.9278
0.5778	4.6364	1122	0.7843	0.5192	0.7843	0.8856
0.5778	4.6446	1124	0.7474	0.5073	0.7474	0.8645
0.5778	4.6529	1126	0.7097	0.4948	0.7097	0.8424
0.5778	4.6612	1128	0.6877	0.4847	0.6877	0.8293
0.5778	4.6694	1130	0.6734	0.4756	0.6734	0.8206
0.5778	4.6777	1132	0.6645	0.4460	0.6645	0.8152
0.5778	4.6860	1134	0.6596	0.4388	0.6596	0.8122
0.5778	4.6942	1136	0.6606	0.4394	0.6606	0.8128
0.5778	4.7025	1138	0.6709	0.4567	0.6709	0.8191
0.5778	4.7107	1140	0.6813	0.4751	0.6813	0.8254
0.5778	4.7190	1142	0.7082	0.4880	0.7082	0.8416
0.5778	4.7273	1144	0.7528	0.4834	0.7528	0.8676
0.5778	4.7355	1146	0.7809	0.4813	0.7809	0.8837
0.5778	4.7438	1148	0.7936	0.4906	0.7936	0.8908
0.5778	4.7521	1150	0.7741	0.4996	0.7741	0.8798
0.5778	4.7603	1152	0.7415	0.5021	0.7415	0.8611
0.5778	4.7686	1154	0.7156	0.4855	0.7156	0.8459
0.5778	4.7769	1156	0.7148	0.4787	0.7148	0.8455
0.5778	4.7851	1158	0.7235	0.4812	0.7235	0.8506
0.5778	4.7934	1160	0.7504	0.5051	0.7504	0.8663
0.5778	4.8017	1162	0.7589	0.5069	0.7589	0.8712
0.5778	4.8099	1164	0.7466	0.4979	0.7466	0.8641
0.5778	4.8182	1166	0.7340	0.4929	0.7340	0.8568
0.5778	4.8264	1168	0.7099	0.4681	0.7099	0.8425
0.5778	4.8347	1170	0.6819	0.4517	0.6819	0.8258
0.5778	4.8430	1172	0.6703	0.4210	0.6703	0.8187
0.5778	4.8512	1174	0.6684	0.4215	0.6684	0.8175
0.5778	4.8595	1176	0.6691	0.4260	0.6691	0.8180
0.5778	4.8678	1178	0.6752	0.4203	0.6752	0.8217
0.5778	4.8760	1180	0.6743	0.4227	0.6743	0.8212
0.5778	4.8843	1182	0.6668	0.4198	0.6668	0.8166
0.5778	4.8926	1184	0.6619	0.4126	0.6619	0.8136
0.5778	4.9008	1186	0.6606	0.4087	0.6606	0.8127
0.5778	4.9091	1188	0.6578	0.4001	0.6578	0.8111
0.5778	4.9174	1190	0.6581	0.4012	0.6581	0.8113
0.5778	4.9256	1192	0.6625	0.4032	0.6625	0.8139
0.5778	4.9339	1194	0.6670	0.4026	0.6670	0.8167
0.5778	4.9421	1196	0.6736	0.4164	0.6736	0.8207
0.5778	4.9504	1198	0.6797	0.4176	0.6797	0.8244
0.5778	4.9587	1200	0.6855	0.4144	0.6855	0.8279
0.5778	4.9669	1202	0.6928	0.4187	0.6928	0.8323
0.5778	4.9752	1204	0.7059	0.4220	0.7059	0.8402
0.5778	4.9835	1206	0.7182	0.4332	0.7182	0.8475
0.5778	4.9917	1208	0.7227	0.4325	0.7227	0.8501
0.5778	5.0	1210	0.7269	0.4311	0.7269	0.8526
0.5778	5.0083	1212	0.7234	0.4254	0.7234	0.8505
0.5778	5.0165	1214	0.7224	0.4282	0.7224	0.8500
0.5778	5.0248	1216	0.7119	0.4233	0.7119	0.8437
0.5778	5.0331	1218	0.7097	0.4084	0.7097	0.8424
0.5778	5.0413	1220	0.7033	0.3949	0.7033	0.8386
0.5778	5.0496	1222	0.7026	0.3860	0.7026	0.8382
0.5778	5.0579	1224	0.7020	0.3894	0.7020	0.8378
0.5778	5.0661	1226	0.7164	0.4109	0.7164	0.8464
0.5778	5.0744	1228	0.7298	0.4385	0.7298	0.8543
0.5778	5.0826	1230	0.7579	0.4599	0.7579	0.8706
0.5778	5.0909	1232	0.7965	0.4623	0.7965	0.8924
0.5778	5.0992	1234	0.7994	0.4623	0.7994	0.8941
0.5778	5.1074	1236	0.7793	0.4666	0.7793	0.8828
0.5778	5.1157	1238	0.7564	0.4542	0.7564	0.8697
0.5778	5.1240	1240	0.7423	0.4400	0.7423	0.8616
0.5778	5.1322	1242	0.7221	0.4410	0.7221	0.8498
0.5778	5.1405	1244	0.7209	0.4316	0.7209	0.8491
0.5778	5.1488	1246	0.7251	0.4400	0.7251	0.8515
0.5778	5.1570	1248	0.7327	0.4381	0.7327	0.8560
0.5778	5.1653	1250	0.7191	0.4073	0.7191	0.8480
0.5778	5.1736	1252	0.7152	0.4173	0.7152	0.8457
0.5778	5.1818	1254	0.7202	0.4140	0.7202	0.8487
0.5778	5.1901	1256	0.7291	0.4175	0.7291	0.8539
0.5778	5.1983	1258	0.7344	0.4388	0.7344	0.8570
0.5778	5.2066	1260	0.7448	0.4428	0.7448	0.8630
0.5778	5.2149	1262	0.7526	0.4554	0.7526	0.8675
0.5778	5.2231	1264	0.7646	0.4631	0.7646	0.8744
0.5778	5.2314	1266	0.7763	0.4650	0.7763	0.8811
0.5778	5.2397	1268	0.7946	0.4552	0.7946	0.8914
0.5778	5.2479	1270	0.8183	0.4466	0.8183	0.9046
0.5778	5.2562	1272	0.8347	0.4312	0.8347	0.9136
0.5778	5.2645	1274	0.8374	0.4331	0.8374	0.9151
0.5778	5.2727	1276	0.8496	0.4305	0.8496	0.9217
0.5778	5.2810	1278	0.8232	0.4254	0.8232	0.9073
0.5778	5.2893	1280	0.7932	0.4164	0.7932	0.8906
0.5778	5.2975	1282	0.7640	0.4233	0.7640	0.8741
0.5778	5.3058	1284	0.7474	0.4219	0.7474	0.8645
0.5778	5.3140	1286	0.7321	0.4213	0.7321	0.8556
0.5778	5.3223	1288	0.7201	0.4276	0.7201	0.8486
0.5778	5.3306	1290	0.7207	0.4330	0.7207	0.8489
0.5778	5.3388	1292	0.7320	0.4215	0.7320	0.8556
0.5778	5.3471	1294	0.7481	0.4109	0.7481	0.8649
0.5778	5.3554	1296	0.7712	0.4147	0.7712	0.8782
0.5778	5.3636	1298	0.7758	0.4249	0.7758	0.8808
0.5778	5.3719	1300	0.7596	0.4167	0.7596	0.8715
0.5778	5.3802	1302	0.7341	0.3967	0.7341	0.8568
0.5778	5.3884	1304	0.7109	0.3979	0.7109	0.8431
0.5778	5.3967	1306	0.7007	0.4094	0.7007	0.8371
0.5778	5.4050	1308	0.6930	0.4091	0.6930	0.8325
0.5778	5.4132	1310	0.6878	0.4111	0.6878	0.8294
0.5778	5.4215	1312	0.6824	0.4081	0.6824	0.8261
0.5778	5.4298	1314	0.6886	0.4166	0.6886	0.8298
0.5778	5.4380	1316	0.7066	0.4455	0.7066	0.8406
0.5778	5.4463	1318	0.7186	0.4470	0.7186	0.8477
0.5778	5.4545	1320	0.7227	0.4542	0.7227	0.8501
0.5778	5.4628	1322	0.7210	0.4352	0.7210	0.8491
0.5778	5.4711	1324	0.7190	0.4336	0.7190	0.8479
0.5778	5.4793	1326	0.7185	0.4144	0.7185	0.8477
0.5778	5.4876	1328	0.7252	0.4179	0.7252	0.8516
0.5778	5.4959	1330	0.7415	0.4221	0.7415	0.8611
0.5778	5.5041	1332	0.7764	0.4338	0.7764	0.8811
0.5778	5.5124	1334	0.7973	0.4416	0.7973	0.8929
0.5778	5.5207	1336	0.8050	0.4431	0.8050	0.8972
0.5778	5.5289	1338	0.8001	0.4484	0.8001	0.8945
0.5778	5.5372	1340	0.7830	0.4396	0.7830	0.8849
0.5778	5.5455	1342	0.7696	0.4384	0.7696	0.8773
0.5778	5.5537	1344	0.7587	0.4252	0.7587	0.8710
0.5778	5.5620	1346	0.7427	0.4174	0.7427	0.8618
0.5778	5.5702	1348	0.7280	0.3925	0.7280	0.8532
0.5778	5.5785	1350	0.7256	0.3897	0.7256	0.8518
0.5778	5.5868	1352	0.7287	0.3918	0.7287	0.8536
0.5778	5.5950	1354	0.7282	0.3980	0.7282	0.8533
0.5778	5.6033	1356	0.7306	0.4089	0.7306	0.8548
0.5778	5.6116	1358	0.7410	0.4028	0.7410	0.8608
0.5778	5.6198	1360	0.7537	0.4202	0.7537	0.8682
0.5778	5.6281	1362	0.7678	0.4143	0.7678	0.8762
0.5778	5.6364	1364	0.7625	0.4046	0.7625	0.8732
0.5778	5.6446	1366	0.7530	0.4068	0.7530	0.8678
0.5778	5.6529	1368	0.7549	0.4019	0.7549	0.8688
0.5778	5.6612	1370	0.7484	0.3873	0.7484	0.8651
0.5778	5.6694	1372	0.7484	0.3838	0.7484	0.8651
0.5778	5.6777	1374	0.7550	0.3795	0.7550	0.8689
0.5778	5.6860	1376	0.7697	0.3718	0.7697	0.8773
0.5778	5.6942	1378	0.7597	0.3742	0.7597	0.8716
0.5778	5.7025	1380	0.7373	0.3812	0.7373	0.8587
0.5778	5.7107	1382	0.7291	0.3711	0.7291	0.8539
0.5778	5.7190	1384	0.7313	0.3883	0.7313	0.8552
0.5778	5.7273	1386	0.7216	0.3988	0.7216	0.8495
0.5778	5.7355	1388	0.7187	0.3948	0.7187	0.8478
0.5778	5.7438	1390	0.7064	0.4007	0.7064	0.8405
0.5778	5.7521	1392	0.7009	0.4088	0.7009	0.8372
0.5778	5.7603	1394	0.6905	0.4143	0.6905	0.8310
0.5778	5.7686	1396	0.6774	0.4114	0.6774	0.8230
0.5778	5.7769	1398	0.6743	0.4119	0.6743	0.8212
0.5778	5.7851	1400	0.6798	0.4227	0.6798	0.8245
0.5778	5.7934	1402	0.6910	0.4263	0.6910	0.8313
0.5778	5.8017	1404	0.6955	0.4416	0.6955	0.8340
0.5778	5.8099	1406	0.6967	0.4478	0.6967	0.8347
0.5778	5.8182	1408	0.7038	0.4524	0.7038	0.8389
0.5778	5.8264	1410	0.7073	0.4510	0.7073	0.8410
0.5778	5.8347	1412	0.7144	0.4582	0.7144	0.8452
0.5778	5.8430	1414	0.7186	0.4625	0.7186	0.8477
0.5778	5.8512	1416	0.7223	0.4634	0.7223	0.8499
0.5778	5.8595	1418	0.7347	0.4663	0.7347	0.8571
0.5778	5.8678	1420	0.7403	0.4697	0.7403	0.8604
0.5778	5.8760	1422	0.7375	0.4736	0.7375	0.8588
0.5778	5.8843	1424	0.7401	0.4744	0.7401	0.8603
0.5778	5.8926	1426	0.7393	0.4785	0.7393	0.8598
0.5778	5.9008	1428	0.7502	0.4690	0.7502	0.8662
0.5778	5.9091	1430	0.7665	0.4746	0.7665	0.8755
0.5778	5.9174	1432	0.7643	0.4703	0.7643	0.8742
0.5778	5.9256	1434	0.7514	0.4617	0.7514	0.8668
0.5778	5.9339	1436	0.7521	0.4617	0.7521	0.8672
0.5778	5.9421	1438	0.7455	0.4635	0.7455	0.8634
0.5778	5.9504	1440	0.7286	0.4637	0.7286	0.8536
0.5778	5.9587	1442	0.7168	0.4529	0.7168	0.8466
0.5778	5.9669	1444	0.7115	0.4561	0.7115	0.8435
0.5778	5.9752	1446	0.7112	0.4646	0.7112	0.8433
0.5778	5.9835	1448	0.7144	0.4681	0.7144	0.8452
0.5778	5.9917	1450	0.7147	0.4707	0.7147	0.8454
0.5778	6.0	1452	0.7155	0.4734	0.7155	0.8459
0.5778	6.0083	1454	0.7202	0.4691	0.7202	0.8487
0.5778	6.0165	1456	0.7282	0.4684	0.7282	0.8534
0.5778	6.0248	1458	0.7427	0.4679	0.7427	0.8618
0.5778	6.0331	1460	0.7495	0.4677	0.7495	0.8658
0.5778	6.0413	1462	0.7633	0.4605	0.7633	0.8737
0.5778	6.0496	1464	0.7770	0.4558	0.7770	0.8815
0.5778	6.0579	1466	0.7859	0.4535	0.7859	0.8865
0.5778	6.0661	1468	0.7733	0.4518	0.7733	0.8794
0.5778	6.0744	1470	0.7631	0.4491	0.7631	0.8736
0.5778	6.0826	1472	0.7594	0.4515	0.7594	0.8715
0.5778	6.0909	1474	0.7527	0.4500	0.7527	0.8676
0.5778	6.0992	1476	0.7530	0.4461	0.7530	0.8677
0.5778	6.1074	1478	0.7591	0.4421	0.7591	0.8712
0.5778	6.1157	1480	0.7567	0.4453	0.7567	0.8699
0.5778	6.1240	1482	0.7660	0.4356	0.7660	0.8752
0.5778	6.1322	1484	0.7620	0.4356	0.7620	0.8729
0.5778	6.1405	1486	0.7467	0.4444	0.7467	0.8641
0.5778	6.1488	1488	0.7283	0.4370	0.7283	0.8534
0.5778	6.1570	1490	0.7169	0.4345	0.7169	0.8467
0.5778	6.1653	1492	0.7168	0.4343	0.7168	0.8467
0.5778	6.1736	1494	0.7174	0.4366	0.7174	0.8470
0.5778	6.1818	1496	0.7192	0.4488	0.7192	0.8481
0.5778	6.1901	1498	0.7289	0.4428	0.7289	0.8538
0.4365	6.1983	1500	0.7470	0.4510	0.7470	0.8643
0.4365	6.2066	1502	0.7581	0.4612	0.7581	0.8707
0.4365	6.2149	1504	0.7539	0.4575	0.7539	0.8683
0.4365	6.2231	1506	0.7569	0.4599	0.7569	0.8700
0.4365	6.2314	1508	0.7643	0.4673	0.7643	0.8742
0.4365	6.2397	1510	0.7582	0.4631	0.7582	0.8707
0.4365	6.2479	1512	0.7430	0.4517	0.7430	0.8620
0.4365	6.2562	1514	0.7267	0.4482	0.7267	0.8525
0.4365	6.2645	1516	0.7176	0.4467	0.7176	0.8471
0.4365	6.2727	1518	0.6989	0.4419	0.6989	0.8360
0.4365	6.2810	1520	0.6849	0.4378	0.6849	0.8276
0.4365	6.2893	1522	0.6767	0.4361	0.6767	0.8226
0.4365	6.2975	1524	0.6663	0.4399	0.6663	0.8163
0.4365	6.3058	1526	0.6590	0.4198	0.6590	0.8118
0.4365	6.3140	1528	0.6562	0.3988	0.6562	0.8101
0.4365	6.3223	1530	0.6570	0.3983	0.6570	0.8105
0.4365	6.3306	1532	0.6613	0.4097	0.6613	0.8132
0.4365	6.3388	1534	0.6693	0.4296	0.6693	0.8181
0.4365	6.3471	1536	0.6819	0.4571	0.6819	0.8258
0.4365	6.3554	1538	0.6933	0.4553	0.6933	0.8326
0.4365	6.3636	1540	0.7126	0.4635	0.7126	0.8442
0.4365	6.3719	1542	0.7212	0.4620	0.7212	0.8492
0.4365	6.3802	1544	0.7308	0.4689	0.7308	0.8549
0.4365	6.3884	1546	0.7292	0.4602	0.7292	0.8539
0.4365	6.3967	1548	0.7194	0.4682	0.7194	0.8482
0.4365	6.4050	1550	0.7050	0.4625	0.7050	0.8396
0.4365	6.4132	1552	0.6936	0.4473	0.6936	0.8328
0.4365	6.4215	1554	0.6871	0.4321	0.6871	0.8289
0.4365	6.4298	1556	0.6838	0.4134	0.6838	0.8269
0.4365	6.4380	1558	0.6817	0.3980	0.6817	0.8257
0.4365	6.4463	1560	0.6797	0.3986	0.6797	0.8244
0.4365	6.4545	1562	0.6799	0.4086	0.6799	0.8246
0.4365	6.4628	1564	0.6829	0.4136	0.6829	0.8264
0.4365	6.4711	1566	0.6917	0.4425	0.6917	0.8317
0.4365	6.4793	1568	0.7079	0.4582	0.7079	0.8414
0.4365	6.4876	1570	0.7290	0.4493	0.7290	0.8538
0.4365	6.4959	1572	0.7399	0.4555	0.7399	0.8602
0.4365	6.5041	1574	0.7418	0.4527	0.7418	0.8613
0.4365	6.5124	1576	0.7461	0.4585	0.7461	0.8638
0.4365	6.5207	1578	0.7395	0.4546	0.7395	0.8599
0.4365	6.5289	1580	0.7187	0.4435	0.7187	0.8478
0.4365	6.5372	1582	0.7046	0.4187	0.7046	0.8394
0.4365	6.5455	1584	0.6963	0.4138	0.6963	0.8345
0.4365	6.5537	1586	0.6986	0.4178	0.6986	0.8358
0.4365	6.5620	1588	0.7060	0.4358	0.7060	0.8403
0.4365	6.5702	1590	0.7156	0.4424	0.7156	0.8459
0.4365	6.5785	1592	0.7217	0.4552	0.7217	0.8495
0.4365	6.5868	1594	0.7263	0.4582	0.7263	0.8522
0.4365	6.5950	1596	0.7225	0.4578	0.7225	0.8500
0.4365	6.6033	1598	0.7105	0.4487	0.7105	0.8429
0.4365	6.6116	1600	0.6985	0.4373	0.6985	0.8358
0.4365	6.6198	1602	0.6969	0.4351	0.6969	0.8348
0.4365	6.6281	1604	0.6947	0.4356	0.6947	0.8335
0.4365	6.6364	1606	0.6946	0.4297	0.6946	0.8334
0.4365	6.6446	1608	0.6935	0.4327	0.6935	0.8328
0.4365	6.6529	1610	0.6982	0.4250	0.6982	0.8356
0.4365	6.6612	1612	0.7140	0.4232	0.7140	0.8450
0.4365	6.6694	1614	0.7348	0.4364	0.7348	0.8572
0.4365	6.6777	1616	0.7509	0.4447	0.7509	0.8666
0.4365	6.6860	1618	0.7461	0.4459	0.7461	0.8638
0.4365	6.6942	1620	0.7422	0.4422	0.7422	0.8615
0.4365	6.7025	1622	0.7368	0.4293	0.7368	0.8583
0.4365	6.7107	1624	0.7188	0.4097	0.7188	0.8478
0.4365	6.7190	1626	0.7001	0.3977	0.7001	0.8367
0.4365	6.7273	1628	0.6834	0.3887	0.6834	0.8267
0.4365	6.7355	1630	0.6711	0.3881	0.6711	0.8192
0.4365	6.7438	1632	0.6650	0.3903	0.6650	0.8155
0.4365	6.7521	1634	0.6602	0.3853	0.6602	0.8125
0.4365	6.7603	1636	0.6616	0.3864	0.6616	0.8134
0.4365	6.7686	1638	0.6656	0.3823	0.6656	0.8159
0.4365	6.7769	1640	0.6708	0.3916	0.6708	0.8190
0.4365	6.7851	1642	0.6700	0.4032	0.6700	0.8186
0.4365	6.7934	1644	0.6715	0.4050	0.6715	0.8194
0.4365	6.8017	1646	0.6769	0.4123	0.6769	0.8228
0.4365	6.8099	1648	0.6803	0.4197	0.6803	0.8248
0.4365	6.8182	1650	0.6835	0.4240	0.6835	0.8267
0.4365	6.8264	1652	0.6905	0.4392	0.6905	0.8310
0.4365	6.8347	1654	0.6994	0.4484	0.6994	0.8363
0.4365	6.8430	1656	0.7063	0.4513	0.7063	0.8404
0.4365	6.8512	1658	0.7118	0.4584	0.7118	0.8437
0.4365	6.8595	1660	0.7205	0.4606	0.7205	0.8488
0.4365	6.8678	1662	0.7289	0.4611	0.7289	0.8538
0.4365	6.8760	1664	0.7370	0.4644	0.7370	0.8585
0.4365	6.8843	1666	0.7384	0.4609	0.7384	0.8593
0.4365	6.8926	1668	0.7385	0.4658	0.7385	0.8593
0.4365	6.9008	1670	0.7334	0.4631	0.7334	0.8564
0.4365	6.9091	1672	0.7260	0.4609	0.7260	0.8520
0.4365	6.9174	1674	0.7219	0.4532	0.7219	0.8496
0.4365	6.9256	1676	0.7307	0.4565	0.7307	0.8548
0.4365	6.9339	1678	0.7360	0.4579	0.7360	0.8579
0.4365	6.9421	1680	0.7419	0.4712	0.7419	0.8614
0.4365	6.9504	1682	0.7390	0.4658	0.7390	0.8597
0.4365	6.9587	1684	0.7273	0.4579	0.7273	0.8528
0.4365	6.9669	1686	0.7076	0.4252	0.7076	0.8412
0.4365	6.9752	1688	0.6937	0.4319	0.6937	0.8329
0.4365	6.9835	1690	0.6848	0.4205	0.6848	0.8275
0.4365	6.9917	1692	0.6815	0.4186	0.6815	0.8255
0.4365	7.0	1694	0.6830	0.4294	0.6830	0.8264
0.4365	7.0083	1696	0.6885	0.4250	0.6885	0.8298
0.4365	7.0165	1698	0.7052	0.4358	0.7052	0.8398
0.4365	7.0248	1700	0.7252	0.4511	0.7252	0.8516
0.4365	7.0331	1702	0.7365	0.4648	0.7365	0.8582
0.4365	7.0413	1704	0.7412	0.4796	0.7412	0.8609
0.4365	7.0496	1706	0.7454	0.4759	0.7454	0.8633
0.4365	7.0579	1708	0.7393	0.4751	0.7393	0.8598
0.4365	7.0661	1710	0.7352	0.4715	0.7352	0.8574
0.4365	7.0744	1712	0.7254	0.4626	0.7254	0.8517
0.4365	7.0826	1714	0.7183	0.4486	0.7183	0.8475
0.4365	7.0909	1716	0.7160	0.4444	0.7160	0.8462
0.4365	7.0992	1718	0.7121	0.4459	0.7121	0.8438
0.4365	7.1074	1720	0.7139	0.4498	0.7139	0.8449
0.4365	7.1157	1722	0.7197	0.4490	0.7197	0.8484
0.4365	7.1240	1724	0.7281	0.4694	0.7281	0.8533
0.4365	7.1322	1726	0.7256	0.4648	0.7256	0.8518
0.4365	7.1405	1728	0.7257	0.4598	0.7257	0.8519
0.4365	7.1488	1730	0.7313	0.4625	0.7313	0.8552
0.4365	7.1570	1732	0.7346	0.4636	0.7346	0.8571
0.4365	7.1653	1734	0.7382	0.4565	0.7382	0.8592
0.4365	7.1736	1736	0.7428	0.4530	0.7428	0.8618
0.4365	7.1818	1738	0.7454	0.4523	0.7454	0.8633
0.4365	7.1901	1740	0.7541	0.4671	0.7541	0.8684
0.4365	7.1983	1742	0.7723	0.4608	0.7723	0.8788
0.4365	7.2066	1744	0.7829	0.4574	0.7829	0.8848
0.4365	7.2149	1746	0.7854	0.4662	0.7854	0.8862
0.4365	7.2231	1748	0.7770	0.4687	0.7770	0.8815
0.4365	7.2314	1750	0.7671	0.4699	0.7671	0.8759
0.4365	7.2397	1752	0.7631	0.4782	0.7631	0.8736
0.4365	7.2479	1754	0.7578	0.4791	0.7578	0.8705
0.4365	7.2562	1756	0.7488	0.4709	0.7488	0.8653
0.4365	7.2645	1758	0.7372	0.4667	0.7372	0.8586
0.4365	7.2727	1760	0.7251	0.4570	0.7251	0.8515
0.4365	7.2810	1762	0.7213	0.4536	0.7213	0.8493
0.4365	7.2893	1764	0.7171	0.4533	0.7171	0.8468
0.4365	7.2975	1766	0.7120	0.4538	0.7120	0.8438
0.4365	7.3058	1768	0.7068	0.4509	0.7068	0.8407
0.4365	7.3140	1770	0.7025	0.4525	0.7025	0.8381
0.4365	7.3223	1772	0.7018	0.4496	0.7018	0.8377
0.4365	7.3306	1774	0.7023	0.4436	0.7023	0.8380
0.4365	7.3388	1776	0.7035	0.4380	0.7035	0.8388
0.4365	7.3471	1778	0.7055	0.4404	0.7055	0.8400
0.4365	7.3554	1780	0.7155	0.4519	0.7155	0.8459
0.4365	7.3636	1782	0.7286	0.4344	0.7286	0.8536
0.4365	7.3719	1784	0.7472	0.4375	0.7472	0.8644
0.4365	7.3802	1786	0.7668	0.4487	0.7668	0.8757
0.4365	7.3884	1788	0.7703	0.4429	0.7703	0.8776
0.4365	7.3967	1790	0.7689	0.4423	0.7689	0.8769
0.4365	7.4050	1792	0.7640	0.4422	0.7640	0.8741
0.4365	7.4132	1794	0.7622	0.4425	0.7622	0.8730
0.4365	7.4215	1796	0.7540	0.4398	0.7540	0.8683
0.4365	7.4298	1798	0.7468	0.4452	0.7468	0.8642
0.4365	7.4380	1800	0.7332	0.4388	0.7332	0.8563
0.4365	7.4463	1802	0.7240	0.4459	0.7240	0.8509
0.4365	7.4545	1804	0.7201	0.4400	0.7201	0.8486
0.4365	7.4628	1806	0.7136	0.4411	0.7136	0.8447
0.4365	7.4711	1808	0.7116	0.4493	0.7116	0.8435
0.4365	7.4793	1810	0.7137	0.4460	0.7137	0.8448
0.4365	7.4876	1812	0.7189	0.4390	0.7189	0.8479
0.4365	7.4959	1814	0.7131	0.4416	0.7131	0.8444
0.4365	7.5041	1816	0.7130	0.4375	0.7130	0.8444
0.4365	7.5124	1818	0.7161	0.4304	0.7161	0.8462
0.4365	7.5207	1820	0.7185	0.4298	0.7185	0.8476
0.4365	7.5289	1822	0.7192	0.4352	0.7192	0.8481
0.4365	7.5372	1824	0.7234	0.4355	0.7234	0.8505
0.4365	7.5455	1826	0.7249	0.4438	0.7249	0.8514
0.4365	7.5537	1828	0.7246	0.4420	0.7246	0.8512
0.4365	7.5620	1830	0.7207	0.4376	0.7207	0.8489
0.4365	7.5702	1832	0.7130	0.4397	0.7130	0.8444
0.4365	7.5785	1834	0.7039	0.4366	0.7039	0.8390
0.4365	7.5868	1836	0.6958	0.4581	0.6958	0.8341
0.4365	7.5950	1838	0.6913	0.4609	0.6913	0.8315
0.4365	7.6033	1840	0.6889	0.4654	0.6889	0.8300
0.4365	7.6116	1842	0.6884	0.4601	0.6884	0.8297
0.4365	7.6198	1844	0.6881	0.4487	0.6881	0.8295
0.4365	7.6281	1846	0.6899	0.4563	0.6899	0.8306
0.4365	7.6364	1848	0.6951	0.4547	0.6951	0.8337
0.4365	7.6446	1850	0.6992	0.4646	0.6992	0.8362
0.4365	7.6529	1852	0.7000	0.4641	0.7000	0.8367
0.4365	7.6612	1854	0.7000	0.4645	0.7000	0.8367
0.4365	7.6694	1856	0.6980	0.4654	0.6980	0.8354
0.4365	7.6777	1858	0.6969	0.4659	0.6969	0.8348
0.4365	7.6860	1860	0.6985	0.4588	0.6985	0.8358
0.4365	7.6942	1862	0.7033	0.4578	0.7033	0.8386
0.4365	7.7025	1864	0.7100	0.4703	0.7100	0.8426
0.4365	7.7107	1866	0.7218	0.4889	0.7218	0.8496
0.4365	7.7190	1868	0.7346	0.4829	0.7346	0.8571
0.4365	7.7273	1870	0.7415	0.4843	0.7415	0.8611
0.4365	7.7355	1872	0.7442	0.4877	0.7442	0.8627
0.4365	7.7438	1874	0.7371	0.4830	0.7371	0.8586
0.4365	7.7521	1876	0.7298	0.4762	0.7298	0.8543
0.4365	7.7603	1878	0.7249	0.4821	0.7249	0.8514
0.4365	7.7686	1880	0.7164	0.4814	0.7164	0.8464
0.4365	7.7769	1882	0.7081	0.4722	0.7081	0.8415
0.4365	7.7851	1884	0.7065	0.4857	0.7065	0.8405
0.4365	7.7934	1886	0.7041	0.4862	0.7041	0.8391
0.4365	7.8017	1888	0.7051	0.4844	0.7051	0.8397
0.4365	7.8099	1890	0.7024	0.4873	0.7024	0.8381
0.4365	7.8182	1892	0.6945	0.4799	0.6945	0.8333
0.4365	7.8264	1894	0.6854	0.4653	0.6854	0.8279
0.4365	7.8347	1896	0.6810	0.4642	0.6810	0.8252
0.4365	7.8430	1898	0.6806	0.4607	0.6806	0.8250
0.4365	7.8512	1900	0.6832	0.4648	0.6832	0.8266
0.4365	7.8595	1902	0.6869	0.4666	0.6869	0.8288
0.4365	7.8678	1904	0.6915	0.4903	0.6915	0.8316
0.4365	7.8760	1906	0.6972	0.4917	0.6972	0.8350
0.4365	7.8843	1908	0.7088	0.4825	0.7088	0.8419
0.4365	7.8926	1910	0.7237	0.4841	0.7237	0.8507
0.4365	7.9008	1912	0.7396	0.4788	0.7396	0.8600
0.4365	7.9091	1914	0.7542	0.4907	0.7542	0.8684
0.4365	7.9174	1916	0.7661	0.4874	0.7661	0.8753
0.4365	7.9256	1918	0.7685	0.4849	0.7685	0.8766
0.4365	7.9339	1920	0.7619	0.4821	0.7619	0.8729
0.4365	7.9421	1922	0.7539	0.4785	0.7539	0.8683
0.4365	7.9504	1924	0.7469	0.4756	0.7469	0.8642
0.4365	7.9587	1926	0.7370	0.4783	0.7370	0.8585
0.4365	7.9669	1928	0.7327	0.4753	0.7327	0.8560
0.4365	7.9752	1930	0.7306	0.475	0.7306	0.8547
0.4365	7.9835	1932	0.7237	0.4759	0.7237	0.8507
0.4365	7.9917	1934	0.7213	0.4724	0.7213	0.8493
0.4365	8.0	1936	0.7204	0.4740	0.7204	0.8487
0.4365	8.0083	1938	0.7212	0.4760	0.7212	0.8492
0.4365	8.0165	1940	0.7209	0.4725	0.7209	0.8490
0.4365	8.0248	1942	0.7230	0.4720	0.7230	0.8503
0.4365	8.0331	1944	0.7255	0.4749	0.7255	0.8517
0.4365	8.0413	1946	0.7276	0.4742	0.7276	0.8530
0.4365	8.0496	1948	0.7298	0.4715	0.7298	0.8543
0.4365	8.0579	1950	0.7299	0.4736	0.7299	0.8544
0.4365	8.0661	1952	0.7263	0.4701	0.7263	0.8522
0.4365	8.0744	1954	0.7239	0.4701	0.7239	0.8509
0.4365	8.0826	1956	0.7185	0.4677	0.7185	0.8476
0.4365	8.0909	1958	0.7123	0.4601	0.7123	0.8440
0.4365	8.0992	1960	0.7106	0.4621	0.7106	0.8429
0.4365	8.1074	1962	0.7091	0.4603	0.7091	0.8421
0.4365	8.1157	1964	0.7083	0.4626	0.7083	0.8416
0.4365	8.1240	1966	0.7118	0.4579	0.7118	0.8437
0.4365	8.1322	1968	0.7129	0.4596	0.7129	0.8443
0.4365	8.1405	1970	0.7107	0.4638	0.7107	0.8431
0.4365	8.1488	1972	0.7097	0.4693	0.7097	0.8424
0.4365	8.1570	1974	0.7060	0.4649	0.7060	0.8402
0.4365	8.1653	1976	0.7054	0.4660	0.7054	0.8399
0.4365	8.1736	1978	0.7083	0.4686	0.7083	0.8416
0.4365	8.1818	1980	0.7138	0.4714	0.7138	0.8449
0.4365	8.1901	1982	0.7202	0.4714	0.7202	0.8486
0.4365	8.1983	1984	0.7260	0.4651	0.7260	0.8520
0.4365	8.2066	1986	0.7332	0.4644	0.7332	0.8562
0.4365	8.2149	1988	0.7348	0.4675	0.7348	0.8572
0.4365	8.2231	1990	0.7350	0.4717	0.7350	0.8573
0.4365	8.2314	1992	0.7305	0.4721	0.7305	0.8547
0.4365	8.2397	1994	0.7229	0.4780	0.7229	0.8502
0.4365	8.2479	1996	0.7181	0.4780	0.7181	0.8474
0.4365	8.2562	1998	0.7154	0.4780	0.7154	0.8458
0.35	8.2645	2000	0.7139	0.4767	0.7139	0.8450
0.35	8.2727	2002	0.7171	0.4775	0.7171	0.8468
0.35	8.2810	2004	0.7215	0.4786	0.7215	0.8494
0.35	8.2893	2006	0.7246	0.4772	0.7246	0.8512
0.35	8.2975	2008	0.7268	0.4748	0.7268	0.8525
0.35	8.3058	2010	0.7321	0.4692	0.7321	0.8556
0.35	8.3140	2012	0.7356	0.4744	0.7356	0.8576
0.35	8.3223	2014	0.7433	0.4802	0.7433	0.8622
0.35	8.3306	2016	0.7474	0.4792	0.7474	0.8645
0.35	8.3388	2018	0.7485	0.4792	0.7485	0.8651
0.35	8.3471	2020	0.7459	0.4797	0.7459	0.8637
0.35	8.3554	2022	0.7428	0.4792	0.7428	0.8619
0.35	8.3636	2024	0.7363	0.4823	0.7363	0.8581
0.35	8.3719	2026	0.7290	0.4791	0.7290	0.8538
0.35	8.3802	2028	0.7237	0.4684	0.7237	0.8507
0.35	8.3884	2030	0.7194	0.4680	0.7194	0.8482
0.35	8.3967	2032	0.7171	0.4646	0.7171	0.8468
0.35	8.4050	2034	0.7173	0.4618	0.7173	0.8469
0.35	8.4132	2036	0.7182	0.4641	0.7182	0.8475
0.35	8.4215	2038	0.7220	0.4673	0.7220	0.8497
0.35	8.4298	2040	0.7297	0.4763	0.7297	0.8542
0.35	8.4380	2042	0.7317	0.4825	0.7317	0.8554
0.35	8.4463	2044	0.7284	0.4862	0.7284	0.8535
0.35	8.4545	2046	0.7250	0.4859	0.7250	0.8515
0.35	8.4628	2048	0.7197	0.4790	0.7197	0.8484
0.35	8.4711	2050	0.7152	0.4769	0.7152	0.8457
0.35	8.4793	2052	0.7139	0.4766	0.7139	0.8449
0.35	8.4876	2054	0.7167	0.4843	0.7167	0.8466
0.35	8.4959	2056	0.7214	0.4844	0.7214	0.8493
0.35	8.5041	2058	0.7305	0.4932	0.7305	0.8547
0.35	8.5124	2060	0.7337	0.4854	0.7337	0.8566
0.35	8.5207	2062	0.7309	0.4840	0.7309	0.8549
0.35	8.5289	2064	0.7304	0.4805	0.7304	0.8546
0.35	8.5372	2066	0.7243	0.4732	0.7243	0.8510
0.35	8.5455	2068	0.7137	0.4800	0.7137	0.8448
0.35	8.5537	2070	0.7057	0.4624	0.7057	0.8401
0.35	8.5620	2072	0.7004	0.4630	0.7004	0.8369
0.35	8.5702	2074	0.6972	0.4615	0.6972	0.8350
0.35	8.5785	2076	0.6955	0.4578	0.6955	0.8340
0.35	8.5868	2078	0.6932	0.4547	0.6932	0.8326
0.35	8.5950	2080	0.6910	0.4553	0.6910	0.8313
0.35	8.6033	2082	0.6885	0.4541	0.6885	0.8297
0.35	8.6116	2084	0.6879	0.4570	0.6879	0.8294
0.35	8.6198	2086	0.6897	0.4530	0.6897	0.8305
0.35	8.6281	2088	0.6900	0.4539	0.6900	0.8307
0.35	8.6364	2090	0.6903	0.4597	0.6903	0.8309
0.35	8.6446	2092	0.6942	0.4612	0.6942	0.8332
0.35	8.6529	2094	0.6996	0.4639	0.6996	0.8364
0.35	8.6612	2096	0.7040	0.4747	0.7040	0.8390
0.35	8.6694	2098	0.7090	0.4735	0.7090	0.8420
0.35	8.6777	2100	0.7126	0.4735	0.7126	0.8441
0.35	8.6860	2102	0.7162	0.4749	0.7162	0.8463
0.35	8.6942	2104	0.7187	0.4730	0.7187	0.8478
0.35	8.7025	2106	0.7190	0.4734	0.7190	0.8479
0.35	8.7107	2108	0.7182	0.4711	0.7182	0.8475
0.35	8.7190	2110	0.7150	0.4753	0.7150	0.8456
0.35	8.7273	2112	0.7090	0.4682	0.7090	0.8420
0.35	8.7355	2114	0.7046	0.4629	0.7046	0.8394
0.35	8.7438	2116	0.6986	0.4665	0.6986	0.8358
0.35	8.7521	2118	0.6969	0.4643	0.6969	0.8348
0.35	8.7603	2120	0.6978	0.4708	0.6978	0.8353
0.35	8.7686	2122	0.6970	0.4645	0.6970	0.8349
0.35	8.7769	2124	0.6960	0.4645	0.6960	0.8343
0.35	8.7851	2126	0.6950	0.4645	0.6950	0.8337
0.35	8.7934	2128	0.6977	0.4725	0.6977	0.8353
0.35	8.8017	2130	0.6993	0.4742	0.6993	0.8363
0.35	8.8099	2132	0.7003	0.4742	0.7003	0.8369
0.35	8.8182	2134	0.6999	0.4713	0.6999	0.8366
0.35	8.8264	2136	0.6990	0.4684	0.6990	0.8361
0.35	8.8347	2138	0.6984	0.4706	0.6984	0.8357
0.35	8.8430	2140	0.6986	0.4791	0.6986	0.8358
0.35	8.8512	2142	0.7011	0.4793	0.7011	0.8373
0.35	8.8595	2144	0.7070	0.4791	0.7070	0.8408
0.35	8.8678	2146	0.7125	0.4789	0.7125	0.8441
0.35	8.8760	2148	0.7169	0.4685	0.7169	0.8467
0.35	8.8843	2150	0.7223	0.4693	0.7223	0.8499
0.35	8.8926	2152	0.7236	0.4693	0.7236	0.8506
0.35	8.9008	2154	0.7243	0.4670	0.7243	0.8510
0.35	8.9091	2156	0.7276	0.4708	0.7276	0.8530
0.35	8.9174	2158	0.7326	0.4724	0.7326	0.8559
0.35	8.9256	2160	0.7325	0.4724	0.7325	0.8559
0.35	8.9339	2162	0.7342	0.4704	0.7342	0.8569
0.35	8.9421	2164	0.7340	0.4704	0.7340	0.8567
0.35	8.9504	2166	0.7322	0.4720	0.7322	0.8557
0.35	8.9587	2168	0.7303	0.4813	0.7303	0.8546
0.35	8.9669	2170	0.7280	0.4810	0.7280	0.8532
0.35	8.9752	2172	0.7254	0.4856	0.7254	0.8517
0.35	8.9835	2174	0.7241	0.4864	0.7241	0.8510
0.35	8.9917	2176	0.7216	0.4848	0.7216	0.8494
0.35	9.0	2178	0.7178	0.4841	0.7178	0.8473
0.35	9.0083	2180	0.7169	0.4841	0.7169	0.8467
0.35	9.0165	2182	0.7152	0.4852	0.7152	0.8457
0.35	9.0248	2184	0.7147	0.4852	0.7147	0.8454
0.35	9.0331	2186	0.7133	0.4856	0.7133	0.8446
0.35	9.0413	2188	0.7117	0.4856	0.7117	0.8436
0.35	9.0496	2190	0.7106	0.4835	0.7106	0.8430
0.35	9.0579	2192	0.7115	0.4817	0.7115	0.8435
0.35	9.0661	2194	0.7116	0.4790	0.7116	0.8436
0.35	9.0744	2196	0.7130	0.4777	0.7130	0.8444
0.35	9.0826	2198	0.7156	0.4772	0.7156	0.8459
0.35	9.0909	2200	0.7153	0.4793	0.7153	0.8458
0.35	9.0992	2202	0.7145	0.4827	0.7145	0.8453
0.35	9.1074	2204	0.7147	0.4827	0.7147	0.8454
0.35	9.1157	2206	0.7159	0.4827	0.7159	0.8461
0.35	9.1240	2208	0.7187	0.4772	0.7187	0.8478
0.35	9.1322	2210	0.7215	0.4790	0.7215	0.8494
0.35	9.1405	2212	0.7212	0.4744	0.7212	0.8492
0.35	9.1488	2214	0.7189	0.4764	0.7189	0.8479
0.35	9.1570	2216	0.7144	0.4757	0.7144	0.8452
0.35	9.1653	2218	0.7111	0.4851	0.7111	0.8433
0.35	9.1736	2220	0.7087	0.4798	0.7087	0.8418
0.35	9.1818	2222	0.7077	0.4799	0.7077	0.8412
0.35	9.1901	2224	0.7071	0.4755	0.7071	0.8409
0.35	9.1983	2226	0.7086	0.4698	0.7086	0.8418
0.35	9.2066	2228	0.7123	0.4662	0.7123	0.8440
0.35	9.2149	2230	0.7160	0.4662	0.7160	0.8462
0.35	9.2231	2232	0.7183	0.4665	0.7183	0.8475
0.35	9.2314	2234	0.7219	0.4671	0.7219	0.8497
0.35	9.2397	2236	0.7258	0.4713	0.7258	0.8519
0.35	9.2479	2238	0.7290	0.4676	0.7290	0.8538
0.35	9.2562	2240	0.7311	0.4763	0.7311	0.8551
0.35	9.2645	2242	0.7326	0.4763	0.7326	0.8559
0.35	9.2727	2244	0.7314	0.4763	0.7314	0.8552
0.35	9.2810	2246	0.7293	0.4701	0.7293	0.8540
0.35	9.2893	2248	0.7260	0.4633	0.7260	0.8521
0.35	9.2975	2250	0.7217	0.4642	0.7217	0.8495
0.35	9.3058	2252	0.7179	0.4685	0.7179	0.8473
0.35	9.3140	2254	0.7160	0.4705	0.7160	0.8462
0.35	9.3223	2256	0.7162	0.4697	0.7162	0.8463
0.35	9.3306	2258	0.7177	0.4678	0.7177	0.8472
0.35	9.3388	2260	0.7191	0.4707	0.7191	0.8480
0.35	9.3471	2262	0.7204	0.4687	0.7204	0.8488
0.35	9.3554	2264	0.7207	0.4663	0.7207	0.8489
0.35	9.3636	2266	0.7226	0.4636	0.7226	0.8501
0.35	9.3719	2268	0.7248	0.4589	0.7248	0.8513
0.35	9.3802	2270	0.7279	0.4592	0.7279	0.8532
0.35	9.3884	2272	0.7305	0.4712	0.7305	0.8547
0.35	9.3967	2274	0.7348	0.4761	0.7348	0.8572
0.35	9.4050	2276	0.7360	0.4752	0.7360	0.8579
0.35	9.4132	2278	0.7356	0.4714	0.7356	0.8577
0.35	9.4215	2280	0.7335	0.4719	0.7335	0.8565
0.35	9.4298	2282	0.7306	0.4576	0.7306	0.8547
0.35	9.4380	2284	0.7295	0.4556	0.7295	0.8541
0.35	9.4463	2286	0.7297	0.4578	0.7297	0.8542
0.35	9.4545	2288	0.7307	0.4663	0.7307	0.8548
0.35	9.4628	2290	0.7323	0.4663	0.7323	0.8557
0.35	9.4711	2292	0.7358	0.4688	0.7358	0.8578
0.35	9.4793	2294	0.7398	0.4701	0.7398	0.8601
0.35	9.4876	2296	0.7431	0.4726	0.7431	0.8620
0.35	9.4959	2298	0.7471	0.4750	0.7471	0.8643
0.35	9.5041	2300	0.7506	0.4813	0.7506	0.8664
0.35	9.5124	2302	0.7519	0.4937	0.7519	0.8671
0.35	9.5207	2304	0.7531	0.4937	0.7531	0.8678
0.35	9.5289	2306	0.7524	0.4937	0.7524	0.8674
0.35	9.5372	2308	0.7516	0.4937	0.7516	0.8670
0.35	9.5455	2310	0.7502	0.4937	0.7502	0.8661
0.35	9.5537	2312	0.7483	0.4937	0.7483	0.8650
0.35	9.5620	2314	0.7466	0.4797	0.7466	0.8641
0.35	9.5702	2316	0.7472	0.4797	0.7472	0.8644
0.35	9.5785	2318	0.7479	0.4826	0.7479	0.8648
0.35	9.5868	2320	0.7488	0.4854	0.7488	0.8653
0.35	9.5950	2322	0.7495	0.4854	0.7495	0.8658
0.35	9.6033	2324	0.7501	0.4854	0.7501	0.8661
0.35	9.6116	2326	0.7503	0.4854	0.7503	0.8662
0.35	9.6198	2328	0.7500	0.4854	0.7500	0.8660
0.35	9.6281	2330	0.7491	0.4854	0.7491	0.8655
0.35	9.6364	2332	0.7494	0.4854	0.7494	0.8657
0.35	9.6446	2334	0.7483	0.4871	0.7483	0.8651
0.35	9.6529	2336	0.7474	0.4871	0.7474	0.8645
0.35	9.6612	2338	0.7472	0.4871	0.7472	0.8644
0.35	9.6694	2340	0.7468	0.4905	0.7468	0.8642
0.35	9.6777	2342	0.7456	0.4863	0.7456	0.8635
0.35	9.6860	2344	0.7448	0.4822	0.7448	0.8630
0.35	9.6942	2346	0.7444	0.4822	0.7444	0.8628
0.35	9.7025	2348	0.7445	0.4822	0.7445	0.8629
0.35	9.7107	2350	0.7449	0.4822	0.7449	0.8631
0.35	9.7190	2352	0.7449	0.4788	0.7449	0.8631
0.35	9.7273	2354	0.7443	0.4788	0.7443	0.8627
0.35	9.7355	2356	0.7436	0.4788	0.7436	0.8623
0.35	9.7438	2358	0.7430	0.4842	0.7430	0.8620
0.35	9.7521	2360	0.7426	0.4842	0.7426	0.8618
0.35	9.7603	2362	0.7429	0.4809	0.7429	0.8619
0.35	9.7686	2364	0.7422	0.4842	0.7422	0.8615
0.35	9.7769	2366	0.7411	0.4800	0.7411	0.8608
0.35	9.7851	2368	0.7398	0.4797	0.7398	0.8601
0.35	9.7934	2370	0.7385	0.4805	0.7385	0.8594
0.35	9.8017	2372	0.7367	0.4805	0.7367	0.8583
0.35	9.8099	2374	0.7344	0.4778	0.7344	0.8570
0.35	9.8182	2376	0.7325	0.4778	0.7325	0.8558
0.35	9.8264	2378	0.7306	0.4732	0.7306	0.8548
0.35	9.8347	2380	0.7296	0.4698	0.7296	0.8542
0.35	9.8430	2382	0.7286	0.4695	0.7286	0.8536
0.35	9.8512	2384	0.7279	0.4717	0.7279	0.8532
0.35	9.8595	2386	0.7270	0.4759	0.7270	0.8526
0.35	9.8678	2388	0.7257	0.4748	0.7257	0.8519
0.35	9.8760	2390	0.7246	0.4748	0.7246	0.8513
0.35	9.8843	2392	0.7240	0.4748	0.7240	0.8509
0.35	9.8926	2394	0.7236	0.4665	0.7236	0.8507
0.35	9.9008	2396	0.7236	0.4665	0.7236	0.8506
0.35	9.9091	2398	0.7238	0.4748	0.7238	0.8507
0.35	9.9174	2400	0.7238	0.4665	0.7238	0.8508
0.35	9.9256	2402	0.7236	0.4665	0.7236	0.8507
0.35	9.9339	2404	0.7235	0.4665	0.7235	0.8506
0.35	9.9421	2406	0.7233	0.4698	0.7233	0.8505
0.35	9.9504	2408	0.7230	0.4698	0.7230	0.8503
0.35	9.9587	2410	0.7229	0.4698	0.7229	0.8502
0.35	9.9669	2412	0.7228	0.4698	0.7228	0.8502
0.35	9.9752	2414	0.7227	0.4698	0.7227	0.8501
0.35	9.9835	2416	0.7226	0.4698	0.7226	0.8501
0.35	9.9917	2418	0.7226	0.4698	0.7226	0.8501
0.35	10.0	2420	0.7226	0.4698	0.7226	0.8501

Framework versions

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