ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k12_task7_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: 1.0683
• Qwk: 0.2439
• Mse: 1.0683
• Rmse: 1.0336

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0645	2	2.4631	-0.0109	2.4631	1.5694
No log	0.1290	4	1.2209	0.0731	1.2209	1.1050
No log	0.1935	6	1.0709	-0.1304	1.0709	1.0348
No log	0.2581	8	1.0735	-0.0425	1.0735	1.0361
No log	0.3226	10	1.2457	-0.1136	1.2457	1.1161
No log	0.3871	12	1.1012	0.1141	1.1012	1.0494
No log	0.4516	14	0.9763	0.1142	0.9763	0.9881
No log	0.5161	16	0.9178	0.0993	0.9178	0.9580
No log	0.5806	18	0.8845	0.2063	0.8845	0.9405
No log	0.6452	20	0.9119	0.2904	0.9119	0.9549
No log	0.7097	22	0.9338	0.1672	0.9338	0.9663
No log	0.7742	24	0.9319	0.2063	0.9319	0.9653
No log	0.8387	26	0.9389	0.1888	0.9389	0.9690
No log	0.9032	28	1.0383	0.1421	1.0383	1.0190
No log	0.9677	30	0.9213	0.1439	0.9213	0.9598
No log	1.0323	32	0.7758	0.1440	0.7758	0.8808
No log	1.0968	34	0.7662	0.0330	0.7662	0.8753
No log	1.1613	36	0.7574	0.1752	0.7574	0.8703
No log	1.2258	38	0.7988	0.2950	0.7988	0.8938
No log	1.2903	40	0.8990	0.2670	0.8990	0.9482
No log	1.3548	42	0.9354	0.2259	0.9354	0.9672
No log	1.4194	44	0.9082	0.1672	0.9082	0.9530
No log	1.4839	46	0.9422	0.1624	0.9422	0.9707
No log	1.5484	48	0.9226	0.1487	0.9226	0.9605
No log	1.6129	50	0.8783	0.1946	0.8783	0.9372
No log	1.6774	52	0.9102	0.1946	0.9102	0.9540
No log	1.7419	54	0.9743	0.1661	0.9743	0.9871
No log	1.8065	56	0.9917	0.0149	0.9917	0.9958
No log	1.8710	58	0.9380	0.0149	0.9380	0.9685
No log	1.9355	60	0.9380	0.0154	0.9380	0.9685
No log	2.0	62	0.9859	0.1373	0.9859	0.9929
No log	2.0645	64	1.0598	0.1348	1.0598	1.0295
No log	2.1290	66	1.0622	0.0952	1.0622	1.0306
No log	2.1935	68	1.0111	0.1955	1.0111	1.0055
No log	2.2581	70	0.9475	0.2722	0.9475	0.9734
No log	2.3226	72	0.9663	0.2395	0.9663	0.9830
No log	2.3871	74	1.0156	0.2862	1.0156	1.0078
No log	2.4516	76	1.0839	0.1646	1.0839	1.0411
No log	2.5161	78	1.0903	0.2322	1.0903	1.0442
No log	2.5806	80	1.0733	0.2023	1.0733	1.0360
No log	2.6452	82	1.0610	0.3327	1.0610	1.0301
No log	2.7097	84	1.0090	0.3959	1.0090	1.0045
No log	2.7742	86	1.0876	0.3473	1.0876	1.0429
No log	2.8387	88	1.6921	0.1315	1.6921	1.3008
No log	2.9032	90	1.7834	0.1307	1.7834	1.3354
No log	2.9677	92	1.1836	0.3273	1.1836	1.0879
No log	3.0323	94	0.8483	0.3377	0.8483	0.9210
No log	3.0968	96	0.8506	0.3450	0.8506	0.9223
No log	3.1613	98	0.7841	0.2981	0.7841	0.8855
No log	3.2258	100	0.8080	0.1410	0.8080	0.8989
No log	3.2903	102	0.8247	0.1410	0.8247	0.9082
No log	3.3548	104	0.7913	0.0971	0.7913	0.8896
No log	3.4194	106	0.8404	0.3637	0.8404	0.9167
No log	3.4839	108	0.9772	0.3294	0.9772	0.9885
No log	3.5484	110	1.1093	0.2166	1.1093	1.0532
No log	3.6129	112	1.0930	0.2321	1.0930	1.0455
No log	3.6774	114	1.1089	0.1264	1.1089	1.0530
No log	3.7419	116	1.1387	0.0656	1.1387	1.0671
No log	3.8065	118	1.1614	0.0558	1.1614	1.0777
No log	3.8710	120	1.3163	0.1067	1.3163	1.1473
No log	3.9355	122	1.4416	0.0972	1.4416	1.2007
No log	4.0	124	1.4266	0.0972	1.4266	1.1944
No log	4.0645	126	1.2993	0.1696	1.2993	1.1399
No log	4.1290	128	1.3822	0.0995	1.3822	1.1757
No log	4.1935	130	1.4405	0.0929	1.4405	1.2002
No log	4.2581	132	1.4919	0.0462	1.4919	1.2214
No log	4.3226	134	1.5535	0.0642	1.5535	1.2464
No log	4.3871	136	1.3421	0.1330	1.3421	1.1585
No log	4.4516	138	1.0597	0.2728	1.0597	1.0294
No log	4.5161	140	0.8587	0.1753	0.8587	0.9267
No log	4.5806	142	0.9195	0.2439	0.9195	0.9589
No log	4.6452	144	0.9921	0.3159	0.9921	0.9961
No log	4.7097	146	0.9062	0.3121	0.9062	0.9520
No log	4.7742	148	0.9008	0.3183	0.9008	0.9491
No log	4.8387	150	0.8510	0.1952	0.8510	0.9225
No log	4.9032	152	0.8762	0.2877	0.8762	0.9360
No log	4.9677	154	0.9832	0.2616	0.9832	0.9915
No log	5.0323	156	0.9452	0.2812	0.9452	0.9722
No log	5.0968	158	0.8951	0.1773	0.8951	0.9461
No log	5.1613	160	0.9406	0.2749	0.9406	0.9698
No log	5.2258	162	1.0112	0.2471	1.0112	1.0056
No log	5.2903	164	1.1693	0.2548	1.1693	1.0813
No log	5.3548	166	1.1033	0.2451	1.1033	1.0504
No log	5.4194	168	1.0126	0.2453	1.0126	1.0063
No log	5.4839	170	1.0556	0.1960	1.0556	1.0274
No log	5.5484	172	1.0400	0.2627	1.0400	1.0198
No log	5.6129	174	0.9265	0.1990	0.9265	0.9626
No log	5.6774	176	0.9281	0.1641	0.9281	0.9634
No log	5.7419	178	1.0962	0.2777	1.0962	1.0470
No log	5.8065	180	1.4066	0.1357	1.4066	1.1860
No log	5.8710	182	1.4290	0.1387	1.4290	1.1954
No log	5.9355	184	1.2291	0.1502	1.2291	1.1087
No log	6.0	186	1.0030	0.3183	1.0030	1.0015
No log	6.0645	188	0.9383	0.2053	0.9383	0.9686
No log	6.1290	190	0.9801	0.2937	0.9801	0.9900
No log	6.1935	192	1.1077	0.2754	1.1077	1.0525
No log	6.2581	194	1.1587	0.3102	1.1587	1.0764
No log	6.3226	196	1.1430	0.2705	1.1430	1.0691
No log	6.3871	198	1.1012	0.2491	1.1012	1.0494
No log	6.4516	200	1.1414	0.2113	1.1414	1.0683
No log	6.5161	202	1.0709	0.2249	1.0709	1.0349
No log	6.5806	204	1.0764	0.2401	1.0764	1.0375
No log	6.6452	206	1.1673	0.2885	1.1673	1.0804
No log	6.7097	208	1.1673	0.3099	1.1673	1.0804
No log	6.7742	210	1.1193	0.2797	1.1193	1.0580
No log	6.8387	212	1.1108	0.2613	1.1108	1.0539
No log	6.9032	214	1.0500	0.2335	1.0500	1.0247
No log	6.9677	216	0.9526	0.2504	0.9526	0.9760
No log	7.0323	218	0.9476	0.2504	0.9476	0.9734
No log	7.0968	220	0.9393	0.2742	0.9393	0.9692
No log	7.1613	222	0.9483	0.1834	0.9483	0.9738
No log	7.2258	224	1.1212	0.1724	1.1212	1.0588
No log	7.2903	226	1.3521	0.1835	1.3521	1.1628
No log	7.3548	228	1.2298	0.1746	1.2298	1.1090
No log	7.4194	230	0.9881	0.2443	0.9881	0.9940
No log	7.4839	232	0.9239	0.0500	0.9239	0.9612
No log	7.5484	234	0.9399	0.0475	0.9399	0.9695
No log	7.6129	236	1.0524	0.2201	1.0524	1.0259
No log	7.6774	238	1.2296	0.1203	1.2296	1.1089
No log	7.7419	240	1.1759	0.1203	1.1759	1.0844
No log	7.8065	242	1.1279	0.1320	1.1279	1.0620
No log	7.8710	244	1.0615	0.1374	1.0615	1.0303
No log	7.9355	246	1.0981	0.1238	1.0981	1.0479
No log	8.0	248	1.2585	0.0975	1.2585	1.1218
No log	8.0645	250	1.4385	0.1121	1.4385	1.1994
No log	8.1290	252	1.3565	0.0650	1.3565	1.1647
No log	8.1935	254	1.1805	0.1198	1.1805	1.0865
No log	8.2581	256	1.1200	0.1389	1.1200	1.0583
No log	8.3226	258	1.2157	0.1824	1.2157	1.1026
No log	8.3871	260	1.4056	0.2007	1.4056	1.1856
No log	8.4516	262	1.3326	0.1678	1.3326	1.1544
No log	8.5161	264	1.0957	0.1535	1.0957	1.0468
No log	8.5806	266	0.9841	0.1507	0.9841	0.9920
No log	8.6452	268	0.9771	0.2202	0.9771	0.9885
No log	8.7097	270	0.9726	0.0402	0.9726	0.9862
No log	8.7742	272	1.1508	0.2354	1.1508	1.0728
No log	8.8387	274	1.2948	0.1392	1.2948	1.1379
No log	8.9032	276	1.2320	0.1392	1.2320	1.1100
No log	8.9677	278	1.0836	0.2354	1.0836	1.0410
No log	9.0323	280	1.0002	0.2424	1.0002	1.0001
No log	9.0968	282	0.9915	0.0937	0.9915	0.9958
No log	9.1613	284	1.0528	0.2533	1.0528	1.0261
No log	9.2258	286	1.3055	0.1638	1.3055	1.1426
No log	9.2903	288	1.4240	0.1479	1.4240	1.1933
No log	9.3548	290	1.3141	0.1334	1.3141	1.1464
No log	9.4194	292	1.1886	0.1696	1.1886	1.0902
No log	9.4839	294	1.0559	0.2444	1.0559	1.0276
No log	9.5484	296	0.9953	0.2846	0.9953	0.9976
No log	9.6129	298	1.0069	0.2965	1.0069	1.0035
No log	9.6774	300	1.0362	0.2799	1.0362	1.0179
No log	9.7419	302	1.0624	0.2754	1.0624	1.0308
No log	9.8065	304	0.9540	0.3268	0.9540	0.9767
No log	9.8710	306	0.9483	0.3257	0.9483	0.9738
No log	9.9355	308	0.9892	0.3037	0.9892	0.9946
No log	10.0	310	0.9591	0.3089	0.9591	0.9793
No log	10.0645	312	0.8966	0.4097	0.8966	0.9469
No log	10.1290	314	0.9114	0.3626	0.9114	0.9547
No log	10.1935	316	0.8532	0.3626	0.8532	0.9237
No log	10.2581	318	0.8230	0.3818	0.8230	0.9072
No log	10.3226	320	0.8381	0.4460	0.8381	0.9155
No log	10.3871	322	0.7997	0.3775	0.7997	0.8942
No log	10.4516	324	0.7616	0.1785	0.7616	0.8727
No log	10.5161	326	0.7761	0.2305	0.7761	0.8809
No log	10.5806	328	0.8116	0.2883	0.8116	0.9009
No log	10.6452	330	0.8465	0.3492	0.8465	0.9200
No log	10.7097	332	0.9152	0.3930	0.9152	0.9567
No log	10.7742	334	0.9408	0.4284	0.9408	0.9699
No log	10.8387	336	0.8213	0.3235	0.8213	0.9062
No log	10.9032	338	0.7538	0.2966	0.7538	0.8682
No log	10.9677	340	0.7571	0.1874	0.7571	0.8701
No log	11.0323	342	0.7658	0.2717	0.7658	0.8751
No log	11.0968	344	0.9235	0.3626	0.9235	0.9610
No log	11.1613	346	1.1103	0.2420	1.1103	1.0537
No log	11.2258	348	1.0869	0.2382	1.0869	1.0426
No log	11.2903	350	0.9591	0.2429	0.9591	0.9793
No log	11.3548	352	0.9303	0.2824	0.9303	0.9645
No log	11.4194	354	0.9477	0.2165	0.9477	0.9735
No log	11.4839	356	1.1130	0.2849	1.1130	1.0550
No log	11.5484	358	1.4060	0.1796	1.4060	1.1857
No log	11.6129	360	1.4118	0.1473	1.4118	1.1882
No log	11.6774	362	1.2027	0.2070	1.2027	1.0967
No log	11.7419	364	0.9708	0.2113	0.9708	0.9853
No log	11.8065	366	0.9007	0.3001	0.9007	0.9490
No log	11.8710	368	0.9586	0.2389	0.9586	0.9791
No log	11.9355	370	1.0830	0.2070	1.0830	1.0407
No log	12.0	372	1.1510	0.2191	1.1510	1.0729
No log	12.0645	374	1.2879	0.2314	1.2879	1.1348
No log	12.1290	376	1.1974	0.2324	1.1974	1.0943
No log	12.1935	378	1.0937	0.3045	1.0937	1.0458
No log	12.2581	380	0.9635	0.3620	0.9635	0.9816
No log	12.3226	382	0.8767	0.2397	0.8767	0.9363
No log	12.3871	384	0.7812	0.1853	0.7812	0.8839
No log	12.4516	386	0.7710	0.2224	0.7710	0.8781
No log	12.5161	388	0.8238	0.2040	0.8238	0.9076
No log	12.5806	390	1.0046	0.3499	1.0046	1.0023
No log	12.6452	392	1.0915	0.2956	1.0915	1.0448
No log	12.7097	394	1.0000	0.3160	1.0000	1.0000
No log	12.7742	396	0.8662	0.2723	0.8662	0.9307
No log	12.8387	398	0.8750	0.3085	0.8750	0.9354
No log	12.9032	400	0.9796	0.3965	0.9796	0.9898
No log	12.9677	402	1.0369	0.3456	1.0369	1.0183
No log	13.0323	404	0.9921	0.3771	0.9921	0.9961
No log	13.0968	406	0.8556	0.3317	0.8556	0.9250
No log	13.1613	408	0.8110	0.3092	0.8110	0.9006
No log	13.2258	410	0.8323	0.3011	0.8323	0.9123
No log	13.2903	412	0.9229	0.3483	0.9229	0.9607
No log	13.3548	414	1.0971	0.3052	1.0971	1.0474
No log	13.4194	416	1.1484	0.3052	1.1484	1.0716
No log	13.4839	418	1.0309	0.3689	1.0309	1.0153
No log	13.5484	420	0.8280	0.2451	0.8280	0.9099
No log	13.6129	422	0.7450	0.2222	0.7450	0.8631
No log	13.6774	424	0.7288	0.2265	0.7288	0.8537
No log	13.7419	426	0.7547	0.3813	0.7547	0.8687
No log	13.8065	428	0.9920	0.3486	0.9920	0.9960
No log	13.8710	430	1.2996	0.2359	1.2996	1.1400
No log	13.9355	432	1.3054	0.2120	1.3054	1.1425
No log	14.0	434	1.1475	0.3240	1.1475	1.0712
No log	14.0645	436	1.0180	0.3128	1.0180	1.0089
No log	14.1290	438	0.9960	0.3297	0.9960	0.9980
No log	14.1935	440	1.1686	0.3185	1.1686	1.0810
No log	14.2581	442	1.3824	0.2161	1.3824	1.1758
No log	14.3226	444	1.3313	0.2679	1.3313	1.1538
No log	14.3871	446	1.1517	0.2851	1.1517	1.0732
No log	14.4516	448	1.0441	0.1777	1.0441	1.0218
No log	14.5161	450	0.9551	0.1333	0.9551	0.9773
No log	14.5806	452	0.9417	0.1672	0.9417	0.9704
No log	14.6452	454	0.9873	0.2828	0.9873	0.9936
No log	14.7097	456	1.0348	0.2853	1.0348	1.0172
No log	14.7742	458	1.0948	0.2437	1.0948	1.0463
No log	14.8387	460	1.0824	0.2482	1.0824	1.0404
No log	14.9032	462	1.0311	0.3043	1.0311	1.0155
No log	14.9677	464	0.9676	0.1742	0.9676	0.9837
No log	15.0323	466	0.8945	0.2090	0.8945	0.9458
No log	15.0968	468	0.9224	0.2232	0.9224	0.9604
No log	15.1613	470	0.9944	0.2294	0.9944	0.9972
No log	15.2258	472	0.9674	0.2370	0.9674	0.9836
No log	15.2903	474	0.8741	0.1693	0.8741	0.9349
No log	15.3548	476	0.7974	0.2265	0.7974	0.8930
No log	15.4194	478	0.8015	0.2652	0.8015	0.8953
No log	15.4839	480	0.7774	0.2652	0.7774	0.8817
No log	15.5484	482	0.7944	0.1249	0.7944	0.8913
No log	15.6129	484	1.0175	0.3206	1.0175	1.0087
No log	15.6774	486	1.2565	0.2095	1.2565	1.1209
No log	15.7419	488	1.2985	0.2095	1.2985	1.1395
No log	15.8065	490	1.1713	0.2709	1.1713	1.0823
No log	15.8710	492	1.1014	0.2613	1.1014	1.0495
No log	15.9355	494	1.0562	0.1912	1.0562	1.0277
No log	16.0	496	1.1670	0.2526	1.1670	1.0803
No log	16.0645	498	1.2765	0.1862	1.2765	1.1298
0.3354	16.1290	500	1.3718	0.1663	1.3718	1.1712
0.3354	16.1935	502	1.3856	0.1413	1.3856	1.1771
0.3354	16.2581	504	1.2749	0.1772	1.2749	1.1291
0.3354	16.3226	506	1.1801	0.2191	1.1801	1.0863
0.3354	16.3871	508	1.0728	0.3445	1.0728	1.0358
0.3354	16.4516	510	0.9530	0.3740	0.9530	0.9762
0.3354	16.5161	512	0.8721	0.2521	0.8721	0.9339
0.3354	16.5806	514	0.8146	0.2549	0.8146	0.9025
0.3354	16.6452	516	0.8362	0.2549	0.8362	0.9144
0.3354	16.7097	518	0.9231	0.2669	0.9231	0.9608
0.3354	16.7742	520	0.9602	0.2725	0.9602	0.9799
0.3354	16.8387	522	0.9545	0.2342	0.9545	0.9770
0.3354	16.9032	524	0.9468	0.2392	0.9468	0.9730
0.3354	16.9677	526	0.8956	0.2694	0.8956	0.9464
0.3354	17.0323	528	0.8629	0.2557	0.8629	0.9289
0.3354	17.0968	530	0.8742	0.2533	0.8742	0.9350
0.3354	17.1613	532	0.9232	0.2618	0.9232	0.9609
0.3354	17.2258	534	1.0852	0.3615	1.0852	1.0417
0.3354	17.2903	536	1.1463	0.3528	1.1463	1.0707
0.3354	17.3548	538	1.0942	0.3809	1.0942	1.0461
0.3354	17.4194	540	0.9828	0.3620	0.9828	0.9913
0.3354	17.4839	542	0.8710	0.2877	0.8710	0.9333
0.3354	17.5484	544	0.8070	0.3175	0.8070	0.8983
0.3354	17.6129	546	0.8115	0.3175	0.8115	0.9009
0.3354	17.6774	548	0.8538	0.2354	0.8538	0.9240
0.3354	17.7419	550	0.9871	0.3468	0.9871	0.9935
0.3354	17.8065	552	1.1437	0.2926	1.1437	1.0695
0.3354	17.8710	554	1.2010	0.3026	1.2010	1.0959
0.3354	17.9355	556	1.1556	0.2881	1.1556	1.0750
0.3354	18.0	558	1.0575	0.3015	1.0575	1.0284
0.3354	18.0645	560	0.9049	0.1961	0.9049	0.9513
0.3354	18.1290	562	0.8793	0.2262	0.8793	0.9377
0.3354	18.1935	564	0.9629	0.2542	0.9629	0.9813
0.3354	18.2581	566	1.0925	0.2905	1.0925	1.0452
0.3354	18.3226	568	1.2466	0.2835	1.2466	1.1165
0.3354	18.3871	570	1.3464	0.1987	1.3464	1.1604
0.3354	18.4516	572	1.3273	0.1916	1.3273	1.1521
0.3354	18.5161	574	1.2305	0.2371	1.2305	1.1093
0.3354	18.5806	576	1.0700	0.3247	1.0700	1.0344
0.3354	18.6452	578	0.8981	0.1651	0.8981	0.9477
0.3354	18.7097	580	0.8470	0.1523	0.8470	0.9203
0.3354	18.7742	582	0.8569	0.1450	0.8569	0.9257
0.3354	18.8387	584	0.8902	0.1693	0.8902	0.9435
0.3354	18.9032	586	1.0085	0.3719	1.0085	1.0042
0.3354	18.9677	588	1.1440	0.2665	1.1440	1.0696
0.3354	19.0323	590	1.2013	0.2465	1.2013	1.0960
0.3354	19.0968	592	1.1102	0.3652	1.1102	1.0536
0.3354	19.1613	594	0.9835	0.3196	0.9835	0.9917
0.3354	19.2258	596	0.9060	0.1464	0.9060	0.9518
0.3354	19.2903	598	0.8894	0.1213	0.8894	0.9431
0.3354	19.3548	600	0.8547	0.1213	0.8547	0.9245
0.3354	19.4194	602	0.8767	0.1869	0.8767	0.9363
0.3354	19.4839	604	0.9644	0.2439	0.9644	0.9820
0.3354	19.5484	606	1.0489	0.2881	1.0489	1.0242
0.3354	19.6129	608	1.1275	0.2613	1.1275	1.0619
0.3354	19.6774	610	1.1324	0.3152	1.1324	1.0642
0.3354	19.7419	612	1.0915	0.3279	1.0915	1.0447
0.3354	19.8065	614	1.0823	0.2890	1.0823	1.0404
0.3354	19.8710	616	1.0067	0.3333	1.0067	1.0033
0.3354	19.9355	618	1.0065	0.3333	1.0065	1.0032
0.3354	20.0	620	1.0336	0.3451	1.0336	1.0167
0.3354	20.0645	622	1.0401	0.3214	1.0401	1.0199
0.3354	20.1290	624	0.9538	0.3451	0.9538	0.9767
0.3354	20.1935	626	0.8204	0.3121	0.8204	0.9057
0.3354	20.2581	628	0.7698	0.2389	0.7698	0.8774
0.3354	20.3226	630	0.7694	0.2389	0.7694	0.8772
0.3354	20.3871	632	0.8302	0.3060	0.8302	0.9112
0.3354	20.4516	634	1.0097	0.3486	1.0097	1.0049
0.3354	20.5161	636	1.1820	0.2483	1.1820	1.0872
0.3354	20.5806	638	1.2327	0.2116	1.2327	1.1103
0.3354	20.6452	640	1.1453	0.2462	1.1453	1.0702
0.3354	20.7097	642	1.0359	0.3346	1.0359	1.0178
0.3354	20.7742	644	1.0104	0.3183	1.0104	1.0052
0.3354	20.8387	646	0.9620	0.3483	0.9620	0.9808
0.3354	20.9032	648	0.9944	0.3037	0.9944	0.9972
0.3354	20.9677	650	1.0693	0.3115	1.0693	1.0341
0.3354	21.0323	652	1.1658	0.2814	1.1658	1.0797
0.3354	21.0968	654	1.1590	0.2794	1.1590	1.0765
0.3354	21.1613	656	1.1463	0.2885	1.1463	1.0707
0.3354	21.2258	658	1.0286	0.3102	1.0286	1.0142
0.3354	21.2903	660	0.9739	0.2677	0.9739	0.9868
0.3354	21.3548	662	0.9281	0.3019	0.9281	0.9634
0.3354	21.4194	664	0.8764	0.3294	0.8764	0.9362
0.3354	21.4839	666	0.8418	0.3562	0.8418	0.9175
0.3354	21.5484	668	0.8604	0.3562	0.8604	0.9276
0.3354	21.6129	670	0.9355	0.3678	0.9355	0.9672
0.3354	21.6774	672	0.9139	0.3913	0.9139	0.9560
0.3354	21.7419	674	0.8561	0.3688	0.8561	0.9253
0.3354	21.8065	676	0.8534	0.3913	0.8534	0.9238
0.3354	21.8710	678	0.8383	0.3320	0.8383	0.9156
0.3354	21.9355	680	0.7647	0.2926	0.7647	0.8745
0.3354	22.0	682	0.7478	0.3314	0.7478	0.8647
0.3354	22.0645	684	0.7358	0.3382	0.7358	0.8578
0.3354	22.1290	686	0.7613	0.2926	0.7613	0.8725
0.3354	22.1935	688	0.8449	0.3183	0.8449	0.9192
0.3354	22.2581	690	0.9160	0.3847	0.9160	0.9571
0.3354	22.3226	692	0.9687	0.3946	0.9687	0.9842
0.3354	22.3871	694	0.9204	0.3747	0.9204	0.9594
0.3354	22.4516	696	0.8685	0.3699	0.8685	0.9319
0.3354	22.5161	698	0.8227	0.3440	0.8227	0.9070
0.3354	22.5806	700	0.8317	0.3320	0.8317	0.9120
0.3354	22.6452	702	0.8489	0.3868	0.8489	0.9214
0.3354	22.7097	704	0.8896	0.3868	0.8896	0.9432
0.3354	22.7742	706	0.9900	0.3928	0.9900	0.9950
0.3354	22.8387	708	1.0811	0.3203	1.0811	1.0398
0.3354	22.9032	710	1.0690	0.2910	1.0690	1.0339
0.3354	22.9677	712	0.9331	0.3892	0.9331	0.9660
0.3354	23.0323	714	0.7858	0.3712	0.7858	0.8864
0.3354	23.0968	716	0.7349	0.3267	0.7349	0.8573
0.3354	23.1613	718	0.7298	0.2877	0.7298	0.8543
0.3354	23.2258	720	0.7726	0.3843	0.7726	0.8790
0.3354	23.2903	722	0.8725	0.3497	0.8725	0.9341
0.3354	23.3548	724	1.0243	0.3523	1.0243	1.0121
0.3354	23.4194	726	1.0852	0.2840	1.0852	1.0417
0.3354	23.4839	728	1.0811	0.2840	1.0811	1.0398
0.3354	23.5484	730	0.9757	0.3439	0.9757	0.9878
0.3354	23.6129	732	0.8519	0.3256	0.8519	0.9230
0.3354	23.6774	734	0.8154	0.3095	0.8154	0.9030
0.3354	23.7419	736	0.8048	0.2839	0.8048	0.8971
0.3354	23.8065	738	0.7835	0.3209	0.7835	0.8851
0.3354	23.8710	740	0.8204	0.2912	0.8204	0.9058
0.3354	23.9355	742	0.9092	0.3141	0.9092	0.9535
0.3354	24.0	744	1.0063	0.3753	1.0063	1.0031
0.3354	24.0645	746	1.0405	0.3645	1.0405	1.0200
0.3354	24.1290	748	0.9621	0.3561	0.9621	0.9809
0.3354	24.1935	750	0.8575	0.3141	0.8575	0.9260
0.3354	24.2581	752	0.7910	0.2592	0.7910	0.8894
0.3354	24.3226	754	0.7825	0.2778	0.7825	0.8846
0.3354	24.3871	756	0.8360	0.3417	0.8360	0.9143
0.3354	24.4516	758	0.9578	0.3501	0.9578	0.9787
0.3354	24.5161	760	1.1209	0.2687	1.1209	1.0587
0.3354	24.5806	762	1.1281	0.2398	1.1281	1.0621
0.3354	24.6452	764	1.0129	0.3597	1.0129	1.0065
0.3354	24.7097	766	0.8950	0.3217	0.8950	0.9461
0.3354	24.7742	768	0.8332	0.2643	0.8332	0.9128
0.3354	24.8387	770	0.8491	0.3285	0.8491	0.9215
0.3354	24.9032	772	0.8814	0.3781	0.8814	0.9388
0.3354	24.9677	774	0.8908	0.3781	0.8908	0.9438
0.3354	25.0323	776	0.9401	0.3766	0.9401	0.9696
0.3354	25.0968	778	1.0469	0.3830	1.0469	1.0232
0.3354	25.1613	780	1.0947	0.3166	1.0947	1.0463
0.3354	25.2258	782	1.0687	0.3223	1.0687	1.0338
0.3354	25.2903	784	0.9451	0.3782	0.9451	0.9722
0.3354	25.3548	786	0.8552	0.3981	0.8552	0.9248
0.3354	25.4194	788	0.8074	0.3302	0.8074	0.8986
0.3354	25.4839	790	0.7665	0.2633	0.7665	0.8755
0.3354	25.5484	792	0.7663	0.2027	0.7663	0.8754
0.3354	25.6129	794	0.8125	0.2633	0.8125	0.9014
0.3354	25.6774	796	0.8690	0.3417	0.8690	0.9322
0.3354	25.7419	798	1.0306	0.3456	1.0306	1.0152
0.3354	25.8065	800	1.2071	0.3768	1.2071	1.0987
0.3354	25.8710	802	1.1959	0.3464	1.1959	1.0936
0.3354	25.9355	804	1.0784	0.3560	1.0784	1.0385
0.3354	26.0	806	0.9501	0.3257	0.9501	0.9748
0.3354	26.0645	808	0.8970	0.2327	0.8970	0.9471
0.3354	26.1290	810	0.8523	0.2478	0.8523	0.9232
0.3354	26.1935	812	0.8403	0.2745	0.8403	0.9167
0.3354	26.2581	814	0.8541	0.2643	0.8541	0.9242
0.3354	26.3226	816	0.8943	0.3626	0.8943	0.9457
0.3354	26.3871	818	0.9846	0.3263	0.9846	0.9923
0.3354	26.4516	820	1.0087	0.2971	1.0087	1.0044
0.3354	26.5161	822	1.0039	0.3355	1.0039	1.0020
0.3354	26.5806	824	0.9865	0.3542	0.9865	0.9932
0.3354	26.6452	826	0.9274	0.3973	0.9274	0.9630
0.3354	26.7097	828	0.8550	0.3963	0.8550	0.9247
0.3354	26.7742	830	0.8186	0.3433	0.8186	0.9047
0.3354	26.8387	832	0.8520	0.3609	0.8520	0.9230
0.3354	26.9032	834	0.9106	0.3754	0.9106	0.9543
0.3354	26.9677	836	0.9454	0.3868	0.9454	0.9723
0.3354	27.0323	838	0.9573	0.3806	0.9573	0.9784
0.3354	27.0968	840	0.9343	0.3867	0.9343	0.9666
0.3354	27.1613	842	0.8956	0.4038	0.8956	0.9464
0.3354	27.2258	844	0.8722	0.3824	0.8722	0.9339
0.3354	27.2903	846	0.8509	0.3710	0.8509	0.9225
0.3354	27.3548	848	0.8489	0.3934	0.8489	0.9213
0.3354	27.4194	850	0.8735	0.3934	0.8735	0.9346
0.3354	27.4839	852	0.8830	0.3934	0.8830	0.9397
0.3354	27.5484	854	0.8642	0.3710	0.8642	0.9296
0.3354	27.6129	856	0.8633	0.3149	0.8633	0.9292
0.3354	27.6774	858	0.9186	0.3604	0.9186	0.9584
0.3354	27.7419	860	0.9654	0.3506	0.9654	0.9826
0.3354	27.8065	862	0.9355	0.3543	0.9355	0.9672
0.3354	27.8710	864	0.8605	0.2953	0.8605	0.9276
0.3354	27.9355	866	0.8321	0.2365	0.8321	0.9122
0.3354	28.0	868	0.8606	0.1992	0.8606	0.9277
0.3354	28.0645	870	0.9337	0.3343	0.9337	0.9663
0.3354	28.1290	872	1.0606	0.3128	1.0606	1.0298
0.3354	28.1935	874	1.1402	0.2885	1.1402	1.0678
0.3354	28.2581	876	1.1091	0.2824	1.1091	1.0531
0.3354	28.3226	878	1.0039	0.3274	1.0039	1.0019
0.3354	28.3871	880	0.8662	0.3480	0.8662	0.9307
0.3354	28.4516	882	0.8044	0.3475	0.8044	0.8969
0.3354	28.5161	884	0.8044	0.3544	0.8044	0.8969
0.3354	28.5806	886	0.8604	0.3219	0.8604	0.9276
0.3354	28.6452	888	0.9557	0.3740	0.9557	0.9776
0.3354	28.7097	890	1.0109	0.3377	1.0109	1.0054
0.3354	28.7742	892	0.9682	0.3847	0.9682	0.9840
0.3354	28.8387	894	0.9265	0.3868	0.9265	0.9625
0.3354	28.9032	896	0.9106	0.3417	0.9106	0.9543
0.3354	28.9677	898	0.8889	0.3480	0.8889	0.9428
0.3354	29.0323	900	0.8893	0.3480	0.8893	0.9430
0.3354	29.0968	902	0.9213	0.3645	0.9213	0.9599
0.3354	29.1613	904	0.9681	0.3906	0.9681	0.9839
0.3354	29.2258	906	1.0460	0.3489	1.0460	1.0228
0.3354	29.2903	908	1.0374	0.3698	1.0374	1.0185
0.3354	29.3548	910	0.9721	0.3906	0.9721	0.9860
0.3354	29.4194	912	0.8507	0.3480	0.8507	0.9224
0.3354	29.4839	914	0.7918	0.2633	0.7918	0.8898
0.3354	29.5484	916	0.7882	0.2633	0.7882	0.8878
0.3354	29.6129	918	0.8240	0.3480	0.8240	0.9077
0.3354	29.6774	920	0.8955	0.3824	0.8955	0.9463
0.3354	29.7419	922	0.9846	0.3998	0.9846	0.9923
0.3354	29.8065	924	1.0712	0.3240	1.0712	1.0350
0.3354	29.8710	926	1.0701	0.3367	1.0701	1.0345
0.3354	29.9355	928	0.9901	0.3662	0.9901	0.9950
0.3354	30.0	930	0.9122	0.4133	0.9122	0.9551
0.3354	30.0645	932	0.8838	0.4133	0.8838	0.9401
0.3354	30.1290	934	0.8690	0.3824	0.8690	0.9322
0.3354	30.1935	936	0.8256	0.3604	0.8256	0.9086
0.3354	30.2581	938	0.7693	0.3480	0.7693	0.8771
0.3354	30.3226	940	0.7485	0.4597	0.7485	0.8652
0.3354	30.3871	942	0.7562	0.3840	0.7562	0.8696
0.3354	30.4516	944	0.7933	0.3344	0.7933	0.8907
0.3354	30.5161	946	0.8473	0.3480	0.8473	0.9205
0.3354	30.5806	948	1.0045	0.3906	1.0045	1.0023
0.3354	30.6452	950	1.2085	0.3297	1.2085	1.0993
0.3354	30.7097	952	1.3012	0.2768	1.3012	1.1407
0.3354	30.7742	954	1.2618	0.2752	1.2618	1.1233
0.3354	30.8387	956	1.1266	0.2796	1.1266	1.0614
0.3354	30.9032	958	0.9730	0.3638	0.9730	0.9864
0.3354	30.9677	960	0.9242	0.3754	0.9242	0.9613
0.3354	31.0323	962	0.9301	0.3394	0.9301	0.9644
0.3354	31.0968	964	0.9613	0.3521	0.9613	0.9805
0.3354	31.1613	966	1.0401	0.3411	1.0401	1.0199
0.3354	31.2258	968	1.0631	0.3390	1.0631	1.0310
0.3354	31.2903	970	1.0344	0.3390	1.0344	1.0171
0.3354	31.3548	972	1.0197	0.3613	1.0197	1.0098
0.3354	31.4194	974	1.0854	0.3390	1.0854	1.0418
0.3354	31.4839	976	1.0704	0.3390	1.0704	1.0346
0.3354	31.5484	978	0.9688	0.3312	0.9688	0.9843
0.3354	31.6129	980	0.9240	0.3394	0.9240	0.9613
0.3354	31.6774	982	0.8985	0.3394	0.8985	0.9479
0.3354	31.7419	984	0.8969	0.3868	0.8969	0.9471
0.3354	31.8065	986	0.8614	0.3645	0.8614	0.9281
0.3354	31.8710	988	0.8611	0.3417	0.8611	0.9279
0.3354	31.9355	990	0.8502	0.3115	0.8502	0.9221
0.3354	32.0	992	0.8671	0.3115	0.8671	0.9312
0.3354	32.0645	994	0.9236	0.3620	0.9236	0.9611
0.3354	32.1290	996	1.0258	0.3165	1.0258	1.0128
0.3354	32.1935	998	1.1094	0.3273	1.1094	1.0533
0.0684	32.2581	1000	1.0885	0.2774	1.0885	1.0433
0.0684	32.3226	1002	0.9871	0.3204	0.9871	0.9935
0.0684	32.3871	1004	0.9071	0.3394	0.9071	0.9524
0.0684	32.4516	1006	0.7959	0.4197	0.7959	0.8922
0.0684	32.5161	1008	0.7456	0.3996	0.7456	0.8635
0.0684	32.5806	1010	0.7351	0.3996	0.7351	0.8574
0.0684	32.6452	1012	0.7563	0.3996	0.7563	0.8697
0.0684	32.7097	1014	0.8094	0.3822	0.8094	0.8997
0.0684	32.7742	1016	0.9082	0.3456	0.9082	0.9530
0.0684	32.8387	1018	1.0221	0.3403	1.0221	1.0110
0.0684	32.9032	1020	1.0321	0.3403	1.0321	1.0159
0.0684	32.9677	1022	0.9696	0.3461	0.9696	0.9847
0.0684	33.0323	1024	0.8608	0.3822	0.8608	0.9278
0.0684	33.0968	1026	0.7912	0.3794	0.7912	0.8895
0.0684	33.1613	1028	0.7880	0.3221	0.7880	0.8877
0.0684	33.2258	1030	0.8040	0.3723	0.8040	0.8967
0.0684	33.2903	1032	0.8306	0.3710	0.8306	0.9114
0.0684	33.3548	1034	0.8623	0.3803	0.8623	0.9286
0.0684	33.4194	1036	0.9159	0.3678	0.9159	0.9570
0.0684	33.4839	1038	0.9263	0.3678	0.9263	0.9624
0.0684	33.5484	1040	0.9234	0.3909	0.9234	0.9610
0.0684	33.6129	1042	0.9187	0.3909	0.9187	0.9585
0.0684	33.6774	1044	0.8793	0.3824	0.8793	0.9377
0.0684	33.7419	1046	0.8206	0.3365	0.8206	0.9058
0.0684	33.8065	1048	0.7842	0.2956	0.7842	0.8855
0.0684	33.8710	1050	0.7680	0.3512	0.7680	0.8764
0.0684	33.9355	1052	0.7702	0.3151	0.7702	0.8776
0.0684	34.0	1054	0.7784	0.3302	0.7784	0.8823
0.0684	34.0645	1056	0.8328	0.3330	0.8328	0.9126
0.0684	34.1290	1058	0.9485	0.3973	0.9485	0.9739
0.0684	34.1935	1060	1.1151	0.3240	1.1151	1.0560
0.0684	34.2581	1062	1.1775	0.3077	1.1775	1.0851
0.0684	34.3226	1064	1.1418	0.2480	1.1418	1.0685
0.0684	34.3871	1066	1.0697	0.2341	1.0697	1.0343
0.0684	34.4516	1068	1.0140	0.2824	1.0140	1.0070
0.0684	34.5161	1070	0.9843	0.2461	0.9843	0.9921
0.0684	34.5806	1072	0.9137	0.3560	0.9137	0.9559
0.0684	34.6452	1074	0.8567	0.3754	0.8567	0.9256
0.0684	34.7097	1076	0.7916	0.3586	0.7916	0.8897
0.0684	34.7742	1078	0.7846	0.3344	0.7846	0.8858
0.0684	34.8387	1080	0.7935	0.3344	0.7935	0.8908
0.0684	34.9032	1082	0.8241	0.3586	0.8241	0.9078
0.0684	34.9677	1084	0.9063	0.3868	0.9063	0.9520
0.0684	35.0323	1086	0.9701	0.3847	0.9701	0.9849
0.0684	35.0968	1088	0.9472	0.3803	0.9472	0.9732
0.0684	35.1613	1090	0.9360	0.3803	0.9360	0.9675
0.0684	35.2258	1092	0.9794	0.3740	0.9794	0.9897
0.0684	35.2903	1094	0.9668	0.3740	0.9668	0.9833
0.0684	35.3548	1096	0.9753	0.3290	0.9753	0.9875
0.0684	35.4194	1098	0.9483	0.3740	0.9483	0.9738
0.0684	35.4839	1100	0.8994	0.3623	0.8994	0.9484
0.0684	35.5484	1102	0.8701	0.3754	0.8701	0.9328
0.0684	35.6129	1104	0.8677	0.3754	0.8677	0.9315
0.0684	35.6774	1106	0.8693	0.3754	0.8693	0.9324
0.0684	35.7419	1108	0.8681	0.3754	0.8681	0.9317
0.0684	35.8065	1110	0.8881	0.3688	0.8881	0.9424
0.0684	35.8710	1112	0.8715	0.3626	0.8715	0.9336
0.0684	35.9355	1114	0.8168	0.2962	0.8168	0.9038
0.0684	36.0	1116	0.7853	0.2962	0.7853	0.8862
0.0684	36.0645	1118	0.7824	0.2962	0.7824	0.8845
0.0684	36.1290	1120	0.8047	0.3711	0.8047	0.8970
0.0684	36.1935	1122	0.8207	0.3402	0.8207	0.9059
0.0684	36.2581	1124	0.8219	0.3732	0.8219	0.9066
0.0684	36.3226	1126	0.8709	0.3521	0.8709	0.9332
0.0684	36.3871	1128	0.9268	0.3577	0.9268	0.9627
0.0684	36.4516	1130	0.9259	0.3632	0.9259	0.9622
0.0684	36.5161	1132	0.8687	0.3867	0.8687	0.9320
0.0684	36.5806	1134	0.7851	0.4303	0.7851	0.8861
0.0684	36.6452	1136	0.7478	0.4354	0.7478	0.8648
0.0684	36.7097	1138	0.7493	0.4232	0.7493	0.8656
0.0684	36.7742	1140	0.7742	0.4646	0.7742	0.8799
0.0684	36.8387	1142	0.8235	0.4386	0.8235	0.9075
0.0684	36.9032	1144	0.8445	0.4169	0.8445	0.9190
0.0684	36.9677	1146	0.8402	0.4169	0.8402	0.9166
0.0684	37.0323	1148	0.8286	0.4081	0.8286	0.9103
0.0684	37.0968	1150	0.8132	0.4081	0.8132	0.9018
0.0684	37.1613	1152	0.7989	0.4081	0.7989	0.8938
0.0684	37.2258	1154	0.7813	0.3885	0.7813	0.8839
0.0684	37.2903	1156	0.7472	0.3958	0.7472	0.8644
0.0684	37.3548	1158	0.7413	0.4007	0.7413	0.8610
0.0684	37.4194	1160	0.7686	0.3776	0.7686	0.8767
0.0684	37.4839	1162	0.7824	0.3776	0.7824	0.8846
0.0684	37.5484	1164	0.8312	0.3992	0.8312	0.9117
0.0684	37.6129	1166	0.8954	0.4333	0.8954	0.9462
0.0684	37.6774	1168	0.9050	0.4007	0.9050	0.9513
0.0684	37.7419	1170	0.8944	0.3946	0.8944	0.9457
0.0684	37.8065	1172	0.8513	0.4199	0.8513	0.9226
0.0684	37.8710	1174	0.7778	0.3963	0.7778	0.8819
0.0684	37.9355	1176	0.7532	0.3963	0.7532	0.8678
0.0684	38.0	1178	0.7434	0.3723	0.7434	0.8622
0.0684	38.0645	1180	0.7537	0.3723	0.7537	0.8682
0.0684	38.1290	1182	0.7569	0.3667	0.7569	0.8700
0.0684	38.1935	1184	0.7694	0.3667	0.7694	0.8771
0.0684	38.2581	1186	0.8374	0.3760	0.8374	0.9151
0.0684	38.3226	1188	0.8972	0.3699	0.8972	0.9472
0.0684	38.3871	1190	0.8902	0.3699	0.8902	0.9435
0.0684	38.4516	1192	0.9053	0.3638	0.9053	0.9515
0.0684	38.5161	1194	0.8532	0.3760	0.8532	0.9237
0.0684	38.5806	1196	0.8171	0.3822	0.8171	0.9039
0.0684	38.6452	1198	0.8171	0.3822	0.8171	0.9039
0.0684	38.7097	1200	0.8656	0.3754	0.8656	0.9304
0.0684	38.7742	1202	0.9623	0.2943	0.9623	0.9810
0.0684	38.8387	1204	1.0142	0.3357	1.0142	1.0071
0.0684	38.9032	1206	1.0386	0.3470	1.0386	1.0191
0.0684	38.9677	1208	0.9839	0.2943	0.9839	0.9919
0.0684	39.0323	1210	0.8971	0.3638	0.8971	0.9472
0.0684	39.0968	1212	0.8598	0.3754	0.8598	0.9273
0.0684	39.1613	1214	0.8605	0.3822	0.8605	0.9276
0.0684	39.2258	1216	0.8849	0.3638	0.8849	0.9407
0.0684	39.2903	1218	0.9220	0.3747	0.9220	0.9602
0.0684	39.3548	1220	0.9441	0.3747	0.9441	0.9717
0.0684	39.4194	1222	0.9341	0.3638	0.9341	0.9665
0.0684	39.4839	1224	0.9284	0.4018	0.9284	0.9635
0.0684	39.5484	1226	0.9839	0.3669	0.9839	0.9919
0.0684	39.6129	1228	0.9653	0.3669	0.9653	0.9825
0.0684	39.6774	1230	0.9185	0.3499	0.9185	0.9584
0.0684	39.7419	1232	0.9300	0.3466	0.9300	0.9644
0.0684	39.8065	1234	0.9100	0.3887	0.9100	0.9539
0.0684	39.8710	1236	0.8680	0.3754	0.8680	0.9316
0.0684	39.9355	1238	0.8590	0.3754	0.8590	0.9268
0.0684	40.0	1240	0.8938	0.3847	0.8938	0.9454
0.0684	40.0645	1242	0.9368	0.3618	0.9368	0.9679
0.0684	40.1290	1244	0.9367	0.3618	0.9367	0.9678
0.0684	40.1935	1246	0.9683	0.3618	0.9683	0.9840
0.0684	40.2581	1248	1.0112	0.3662	1.0112	1.0056
0.0684	40.3226	1250	1.1131	0.2754	1.1131	1.0551
0.0684	40.3871	1252	1.1451	0.2712	1.1451	1.0701
0.0684	40.4516	1254	1.0563	0.3240	1.0563	1.0277
0.0684	40.5161	1256	0.9528	0.3829	0.9528	0.9761
0.0684	40.5806	1258	0.8762	0.3913	0.8762	0.9361
0.0684	40.6452	1260	0.8052	0.3776	0.8052	0.8973
0.0684	40.7097	1262	0.7730	0.3157	0.7730	0.8792
0.0684	40.7742	1264	0.7488	0.3942	0.7488	0.8653
0.0684	40.8387	1266	0.7404	0.3942	0.7404	0.8605
0.0684	40.9032	1268	0.7621	0.3942	0.7621	0.8730
0.0684	40.9677	1270	0.8090	0.3480	0.8090	0.8995
0.0684	41.0323	1272	0.8593	0.3867	0.8593	0.9270
0.0684	41.0968	1274	0.8714	0.3867	0.8714	0.9335
0.0684	41.1613	1276	0.8441	0.3867	0.8441	0.9188
0.0684	41.2258	1278	0.7897	0.3305	0.7897	0.8886
0.0684	41.2903	1280	0.7598	0.3677	0.7598	0.8716
0.0684	41.3548	1282	0.7590	0.3305	0.7590	0.8712
0.0684	41.4194	1284	0.7519	0.2937	0.7519	0.8671
0.0684	41.4839	1286	0.7514	0.3268	0.7514	0.8668
0.0684	41.5484	1288	0.7519	0.3305	0.7519	0.8671
0.0684	41.6129	1290	0.7458	0.3677	0.7458	0.8636
0.0684	41.6774	1292	0.7474	0.3344	0.7474	0.8645
0.0684	41.7419	1294	0.8020	0.3710	0.8020	0.8955
0.0684	41.8065	1296	0.8695	0.3806	0.8695	0.9324
0.0684	41.8710	1298	0.8903	0.3377	0.8903	0.9436
0.0684	41.9355	1300	0.8715	0.3909	0.8715	0.9335
0.0684	42.0	1302	0.8673	0.3403	0.8673	0.9313
0.0684	42.0645	1304	0.8467	0.3688	0.8467	0.9202
0.0684	42.1290	1306	0.8368	0.3688	0.8368	0.9147
0.0684	42.1935	1308	0.8510	0.3134	0.8510	0.9225
0.0684	42.2581	1310	0.8855	0.3134	0.8855	0.9410
0.0684	42.3226	1312	0.9225	0.3137	0.9225	0.9605
0.0684	42.3871	1314	0.9725	0.2756	0.9725	0.9861
0.0684	42.4516	1316	0.9798	0.2756	0.9798	0.9898
0.0684	42.5161	1318	0.9670	0.2756	0.9670	0.9834
0.0684	42.5806	1320	0.9904	0.2898	0.9904	0.9952
0.0684	42.6452	1322	1.0287	0.2622	1.0287	1.0143
0.0684	42.7097	1324	1.0166	0.2910	1.0166	1.0083
0.0684	42.7742	1326	0.9855	0.2910	0.9855	0.9927
0.0684	42.8387	1328	0.9097	0.3688	0.9097	0.9538
0.0684	42.9032	1330	0.8188	0.3754	0.8188	0.9049
0.0684	42.9677	1332	0.7806	0.3417	0.7806	0.8835
0.0684	43.0323	1334	0.7868	0.3417	0.7868	0.8870
0.0684	43.0968	1336	0.8208	0.3754	0.8208	0.9060
0.0684	43.1613	1338	0.8589	0.3803	0.8589	0.9268
0.0684	43.2258	1340	0.9143	0.3638	0.9143	0.9562
0.0684	43.2903	1342	0.9255	0.3638	0.9255	0.9620
0.0684	43.3548	1344	0.9130	0.3638	0.9130	0.9555
0.0684	43.4194	1346	0.8733	0.3699	0.8733	0.9345
0.0684	43.4839	1348	0.8364	0.3868	0.8364	0.9146
0.0684	43.5484	1350	0.8058	0.3417	0.8058	0.8976
0.0684	43.6129	1352	0.7789	0.3001	0.7789	0.8826
0.0684	43.6774	1354	0.7767	0.2839	0.7767	0.8813
0.0684	43.7419	1356	0.7847	0.2839	0.7847	0.8858
0.0684	43.8065	1358	0.7963	0.3344	0.7963	0.8924
0.0684	43.8710	1360	0.8305	0.3868	0.8305	0.9113
0.0684	43.9355	1362	0.8627	0.3623	0.8627	0.9288
0.0684	44.0	1364	0.9365	0.3290	0.9365	0.9677
0.0684	44.0645	1366	1.0086	0.3223	1.0086	1.0043
0.0684	44.1290	1368	1.0305	0.3240	1.0305	1.0151
0.0684	44.1935	1370	1.0168	0.3523	1.0168	1.0084
0.0684	44.2581	1372	1.0135	0.3523	1.0135	1.0067
0.0684	44.3226	1374	1.0473	0.3148	1.0473	1.0234
0.0684	44.3871	1376	1.1654	0.2950	1.1654	1.0795
0.0684	44.4516	1378	1.2318	0.2909	1.2318	1.1099
0.0684	44.5161	1380	1.2192	0.2572	1.2192	1.1042
0.0684	44.5806	1382	1.1341	0.2877	1.1341	1.0650
0.0684	44.6452	1384	1.0214	0.3672	1.0214	1.0107
0.0684	44.7097	1386	0.9357	0.3909	0.9357	0.9673
0.0684	44.7742	1388	0.8767	0.3543	0.8767	0.9363
0.0684	44.8387	1390	0.8608	0.3468	0.8608	0.9278
0.0684	44.9032	1392	0.8740	0.3543	0.8740	0.9349
0.0684	44.9677	1394	0.8655	0.3868	0.8655	0.9303
0.0684	45.0323	1396	0.9152	0.3973	0.9152	0.9566
0.0684	45.0968	1398	0.9670	0.3827	0.9670	0.9834
0.0684	45.1613	1400	1.0044	0.3337	1.0044	1.0022
0.0684	45.2258	1402	1.0519	0.3154	1.0519	1.0256
0.0684	45.2903	1404	1.0983	0.2611	1.0983	1.0480
0.0684	45.3548	1406	1.1064	0.2712	1.1064	1.0519
0.0684	45.4194	1408	1.1309	0.2671	1.1309	1.0634
0.0684	45.4839	1410	1.1152	0.2712	1.1152	1.0561
0.0684	45.5484	1412	1.0683	0.2439	1.0683	1.0336

Framework versions

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