ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task5_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: 1.3224
• Qwk: 0.1142
• Mse: 1.3224
• Rmse: 1.1500

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	0.0741	2	3.8463	-0.0047	3.8463	1.9612
No log	0.1481	4	2.0640	0.0348	2.0640	1.4367
No log	0.2222	6	1.7013	0.0219	1.7013	1.3044
No log	0.2963	8	1.3863	0.0922	1.3863	1.1774
No log	0.3704	10	1.1891	0.2221	1.1891	1.0905
No log	0.4444	12	1.2914	0.0380	1.2914	1.1364
No log	0.5185	14	1.2715	0.0380	1.2715	1.1276
No log	0.5926	16	1.1246	0.1142	1.1246	1.0605
No log	0.6667	18	1.1476	0.0760	1.1476	1.0712
No log	0.7407	20	1.2824	0.0380	1.2824	1.1324
No log	0.8148	22	1.2976	0.0380	1.2976	1.1391
No log	0.8889	24	1.1548	0.1790	1.1548	1.0746
No log	0.9630	26	0.9931	0.2758	0.9931	0.9966
No log	1.0370	28	0.9400	0.4129	0.9400	0.9695
No log	1.1111	30	0.9479	0.4002	0.9479	0.9736
No log	1.1852	32	0.9378	0.3519	0.9378	0.9684
No log	1.2593	34	0.9514	0.3562	0.9514	0.9754
No log	1.3333	36	0.9913	0.4080	0.9913	0.9956
No log	1.4074	38	1.0350	0.3171	1.0350	1.0173
No log	1.4815	40	1.0424	0.3026	1.0424	1.0210
No log	1.5556	42	1.0145	0.3753	1.0145	1.0072
No log	1.6296	44	1.0251	0.2441	1.0251	1.0125
No log	1.7037	46	1.0255	0.2492	1.0255	1.0127
No log	1.7778	48	1.0022	0.4420	1.0022	1.0011
No log	1.8519	50	0.9692	0.3519	0.9692	0.9845
No log	1.9259	52	0.9610	0.2161	0.9610	0.9803
No log	2.0	54	0.9787	0.1545	0.9787	0.9893
No log	2.0741	56	0.8788	0.2314	0.8788	0.9375
No log	2.1481	58	0.8456	0.2865	0.8456	0.9195
No log	2.2222	60	0.8515	0.2988	0.8515	0.9228
No log	2.2963	62	1.1004	0.1076	1.1004	1.0490
No log	2.3704	64	1.3830	0.0445	1.3830	1.1760
No log	2.4444	66	1.3813	0.0319	1.3813	1.1753
No log	2.5185	68	1.2257	0.0888	1.2257	1.1071
No log	2.5926	70	0.9590	0.2771	0.9590	0.9793
No log	2.6667	72	0.8938	0.3528	0.8938	0.9454
No log	2.7407	74	0.9201	0.2441	0.9201	0.9592
No log	2.8148	76	1.0339	0.1203	1.0339	1.0168
No log	2.8889	78	1.1083	0.0762	1.1083	1.0527
No log	2.9630	80	1.1791	-0.0251	1.1791	1.0859
No log	3.0370	82	1.2041	-0.0251	1.2041	1.0973
No log	3.1111	84	1.1283	0.0319	1.1283	1.0622
No log	3.1852	86	0.9485	0.1516	0.9485	0.9739
No log	3.2593	88	0.8337	0.3326	0.8337	0.9131
No log	3.3333	90	0.8340	0.2746	0.8340	0.9132
No log	3.4074	92	0.9679	0.1516	0.9679	0.9838
No log	3.4815	94	1.2093	0.0193	1.2093	1.0997
No log	3.5556	96	1.3484	0.0691	1.3484	1.1612
No log	3.6296	98	1.3711	0.2926	1.3711	1.1709
No log	3.7037	100	1.1259	0.2984	1.1259	1.0611
No log	3.7778	102	1.1121	0.3504	1.1121	1.0546
No log	3.8519	104	1.3276	0.3308	1.3276	1.1522
No log	3.9259	106	1.4474	0.3038	1.4474	1.2031
No log	4.0	108	1.2871	0.3336	1.2871	1.1345
No log	4.0741	110	1.0971	0.3663	1.0971	1.0474
No log	4.1481	112	1.1974	0.3897	1.1974	1.0943
No log	4.2222	114	1.5421	0.3134	1.5421	1.2418
No log	4.2963	116	1.7856	0.1709	1.7856	1.3363
No log	4.3704	118	1.6317	0.2103	1.6317	1.2774
No log	4.4444	120	1.3618	0.3194	1.3618	1.1670
No log	4.5185	122	1.0528	0.3913	1.0528	1.0260
No log	4.5926	124	0.9516	0.4226	0.9516	0.9755
No log	4.6667	126	1.1292	0.3595	1.1292	1.0627
No log	4.7407	128	1.5113	0.2677	1.5113	1.2293
No log	4.8148	130	1.6472	0.1960	1.6472	1.2834
No log	4.8889	132	1.5591	0.2786	1.5591	1.2486
No log	4.9630	134	1.2994	0.3624	1.2994	1.1399
No log	5.0370	136	1.2073	0.3040	1.2073	1.0988
No log	5.1111	138	1.2213	0.2816	1.2213	1.1051
No log	5.1852	140	1.2883	0.2015	1.2883	1.1350
No log	5.2593	142	1.3736	0.2424	1.3736	1.1720
No log	5.3333	144	1.3353	0.2474	1.3353	1.1556
No log	5.4074	146	1.1330	0.3091	1.1330	1.0644
No log	5.4815	148	0.9844	0.2772	0.9844	0.9921
No log	5.5556	150	1.0323	0.3151	1.0323	1.0160
No log	5.6296	152	1.2655	0.2647	1.2655	1.1249
No log	5.7037	154	1.5677	0.2611	1.5677	1.2521
No log	5.7778	156	1.6564	0.1955	1.6564	1.2870
No log	5.8519	158	1.6199	0.2317	1.6199	1.2728
No log	5.9259	160	1.5066	0.2653	1.5066	1.2274
No log	6.0	162	1.2908	0.2915	1.2908	1.1361
No log	6.0741	164	1.2057	0.2915	1.2057	1.0981
No log	6.1481	166	1.2842	0.3392	1.2842	1.1332
No log	6.2222	168	1.3425	0.2793	1.3425	1.1586
No log	6.2963	170	1.2099	0.2522	1.2099	1.1000
No log	6.3704	172	1.0130	0.2284	1.0130	1.0065
No log	6.4444	174	0.9297	0.2979	0.9297	0.9642
No log	6.5185	176	0.9713	0.3263	0.9713	0.9855
No log	6.5926	178	1.1538	0.3020	1.1538	1.0741
No log	6.6667	180	1.2275	0.2733	1.2275	1.1079
No log	6.7407	182	1.2098	0.2733	1.2098	1.0999
No log	6.8148	184	1.1992	0.2474	1.1992	1.0951
No log	6.8889	186	1.1682	0.1449	1.1682	1.0808
No log	6.9630	188	1.1640	0.2149	1.1640	1.0789
No log	7.0370	190	1.2432	0.3313	1.2432	1.1150
No log	7.1111	192	1.1801	0.3745	1.1801	1.0863
No log	7.1852	194	1.0286	0.3500	1.0286	1.0142
No log	7.2593	196	1.0762	0.4021	1.0762	1.0374
No log	7.3333	198	1.2696	0.3363	1.2696	1.1267
No log	7.4074	200	1.3681	0.3066	1.3681	1.1696
No log	7.4815	202	1.2730	0.2806	1.2730	1.1283
No log	7.5556	204	1.0986	0.2522	1.0986	1.0481
No log	7.6296	206	0.9340	0.2750	0.9340	0.9665
No log	7.7037	208	0.9203	0.2024	0.9203	0.9593
No log	7.7778	210	1.0277	0.2027	1.0277	1.0138
No log	7.8519	212	1.2646	0.2292	1.2646	1.1245
No log	7.9259	214	1.4002	0.2694	1.4002	1.1833
No log	8.0	216	1.4218	0.2694	1.4218	1.1924
No log	8.0741	218	1.3251	0.2694	1.3251	1.1511
No log	8.1481	220	1.2596	0.3020	1.2596	1.1223
No log	8.2222	222	1.1644	0.3504	1.1644	1.0791
No log	8.2963	224	1.1013	0.3151	1.1013	1.0494
No log	8.3704	226	1.1541	0.2239	1.1541	1.0743
No log	8.4444	228	1.2436	0.2117	1.2436	1.1152
No log	8.5185	230	1.3153	0.2391	1.3153	1.1469
No log	8.5926	232	1.2534	0.1769	1.2534	1.1196
No log	8.6667	234	1.2008	0.1634	1.2008	1.0958
No log	8.7407	236	1.1480	0.1562	1.1480	1.0715
No log	8.8148	238	1.1391	0.2126	1.1391	1.0673
No log	8.8889	240	1.0828	0.2341	1.0828	1.0406
No log	8.9630	242	0.9812	0.2192	0.9812	0.9906
No log	9.0370	244	0.9990	0.2772	0.9990	0.9995
No log	9.1111	246	1.1480	0.3072	1.1480	1.0715
No log	9.1852	248	1.3312	0.3018	1.3312	1.1538
No log	9.2593	250	1.4306	0.2974	1.4306	1.1961
No log	9.3333	252	1.3639	0.3086	1.3639	1.1679
No log	9.4074	254	1.1938	0.2982	1.1938	1.0926
No log	9.4815	256	1.0959	0.2709	1.0959	1.0469
No log	9.5556	258	1.0627	0.3295	1.0627	1.0309
No log	9.6296	260	1.2230	0.2982	1.2230	1.1059
No log	9.7037	262	1.4837	0.2906	1.4837	1.2181
No log	9.7778	264	1.7098	0.2717	1.7098	1.3076
No log	9.8519	266	1.7245	0.2874	1.7245	1.3132
No log	9.9259	268	1.5585	0.2869	1.5585	1.2484
No log	10.0	270	1.2973	0.2424	1.2973	1.1390
No log	10.0741	272	1.1409	0.1816	1.1409	1.0681
No log	10.1481	274	1.0101	0.1417	1.0101	1.0051
No log	10.2222	276	0.9960	0.1417	0.9960	0.9980
No log	10.2963	278	1.0754	0.0833	1.0754	1.0370
No log	10.3704	280	1.2219	0.1407	1.2219	1.1054
No log	10.4444	282	1.3116	0.1814	1.3116	1.1453
No log	10.5185	284	1.3506	0.2126	1.3506	1.1622
No log	10.5926	286	1.3660	0.2474	1.3660	1.1688
No log	10.6667	288	1.3501	0.2709	1.3501	1.1620
No log	10.7407	290	1.2531	0.2424	1.2531	1.1194
No log	10.8148	292	1.2068	0.2424	1.2068	1.0985
No log	10.8889	294	1.1878	0.2126	1.1878	1.0899
No log	10.9630	296	1.2944	0.2793	1.2944	1.1377
No log	11.0370	298	1.3522	0.2793	1.3522	1.1628
No log	11.1111	300	1.3195	0.2793	1.3195	1.1487
No log	11.1852	302	1.2593	0.3486	1.2593	1.1222
No log	11.2593	304	1.1966	0.2964	1.1966	1.0939
No log	11.3333	306	1.2238	0.2964	1.2238	1.1063
No log	11.4074	308	1.1837	0.3091	1.1837	1.0880
No log	11.4815	310	1.1947	0.3018	1.1947	1.0930
No log	11.5556	312	1.1463	0.2424	1.1463	1.0707
No log	11.6296	314	1.0798	0.1446	1.0798	1.0392
No log	11.7037	316	1.0854	0.1017	1.0854	1.0418
No log	11.7778	318	1.1441	0.0833	1.1441	1.0696
No log	11.8519	320	1.2368	0.1052	1.2368	1.1121
No log	11.9259	322	1.2730	0.1052	1.2730	1.1283
No log	12.0	324	1.3244	0.1052	1.3244	1.1508
No log	12.0741	326	1.3019	0.1052	1.3019	1.1410
No log	12.1481	328	1.2182	0.0401	1.2182	1.1037
No log	12.2222	330	1.1762	0.1744	1.1762	1.0845
No log	12.2963	332	1.2176	0.2065	1.2176	1.1034
No log	12.3704	334	1.3514	0.2752	1.3514	1.1625
No log	12.4444	336	1.4708	0.2869	1.4708	1.2128
No log	12.5185	338	1.5508	0.2611	1.5508	1.2453
No log	12.5926	340	1.4982	0.2065	1.4982	1.2240
No log	12.6667	342	1.3939	0.0401	1.3939	1.1806
No log	12.7407	344	1.3382	0.0401	1.3382	1.1568
No log	12.8148	346	1.3189	0.1744	1.3189	1.1484
No log	12.8889	348	1.3470	0.2143	1.3470	1.1606
No log	12.9630	350	1.2693	0.2885	1.2693	1.1266
No log	13.0370	352	1.1813	0.2906	1.1813	1.0869
No log	13.1111	354	1.1957	0.2906	1.1957	1.0935
No log	13.1852	356	1.2671	0.3165	1.2671	1.1256
No log	13.2593	358	1.3422	0.3460	1.3422	1.1585
No log	13.3333	360	1.3634	0.2474	1.3634	1.1677
No log	13.4074	362	1.3563	0.2474	1.3563	1.1646
No log	13.4815	364	1.3041	0.2126	1.3041	1.1420
No log	13.5556	366	1.2302	0.0401	1.2302	1.1092
No log	13.6296	368	1.2074	0.0401	1.2074	1.0988
No log	13.7037	370	1.2725	0.0401	1.2725	1.1281
No log	13.7778	372	1.2908	0.1407	1.2908	1.1361
No log	13.8519	374	1.3632	0.2126	1.3632	1.1676
No log	13.9259	376	1.3953	0.2709	1.3953	1.1812
No log	14.0	378	1.3360	0.2793	1.3360	1.1559
No log	14.0741	380	1.2930	0.2694	1.2930	1.1371
No log	14.1481	382	1.2236	0.2391	1.2236	1.1061
No log	14.2222	384	1.2091	0.2292	1.2091	1.0996
No log	14.2963	386	1.2066	0.2568	1.2066	1.0984
No log	14.3704	388	1.2281	0.2915	1.2281	1.1082
No log	14.4444	390	1.2585	0.3202	1.2585	1.1218
No log	14.5185	392	1.3693	0.2694	1.3693	1.1702
No log	14.5926	394	1.4571	0.2770	1.4571	1.2071
No log	14.6667	396	1.3896	0.2694	1.3896	1.1788
No log	14.7407	398	1.2111	0.2424	1.2111	1.1005
No log	14.8148	400	1.1402	0.2424	1.1402	1.0678
No log	14.8889	402	1.1202	0.2424	1.1202	1.0584
No log	14.9630	404	1.1102	0.2795	1.1102	1.0536
No log	15.0370	406	1.0979	0.2795	1.0979	1.0478
No log	15.1111	408	1.0537	0.2203	1.0537	1.0265
No log	15.1852	410	1.0509	0.2885	1.0509	1.0251
No log	15.2593	412	1.1132	0.2795	1.1132	1.0551
No log	15.3333	414	1.2697	0.3072	1.2697	1.1268
No log	15.4074	416	1.4508	0.2653	1.4508	1.2045
No log	15.4815	418	1.4988	0.2653	1.4988	1.2243
No log	15.5556	420	1.4264	0.2611	1.4264	1.1943
No log	15.6296	422	1.2852	0.2203	1.2852	1.1337
No log	15.7037	424	1.1963	0.1816	1.1963	1.0938
No log	15.7778	426	1.1887	0.1816	1.1887	1.0903
No log	15.8519	428	1.2724	0.1814	1.2724	1.1280
No log	15.9259	430	1.3152	0.2474	1.3152	1.1468
No log	16.0	432	1.3088	0.2752	1.3088	1.1440
No log	16.0741	434	1.2285	0.2752	1.2285	1.1084
No log	16.1481	436	1.1317	0.3107	1.1317	1.0638
No log	16.2222	438	1.0692	0.2795	1.0692	1.0340
No log	16.2963	440	1.0318	0.2885	1.0318	1.0158
No log	16.3704	442	0.9898	0.2773	0.9898	0.9949
No log	16.4444	444	1.0636	0.3711	1.0636	1.0313
No log	16.5185	446	1.1763	0.3392	1.1763	1.0846
No log	16.5926	448	1.3325	0.3177	1.3325	1.1543
No log	16.6667	450	1.4665	0.3036	1.4665	1.2110
No log	16.7407	452	1.4559	0.3177	1.4559	1.2066
No log	16.8148	454	1.4419	0.2940	1.4419	1.2008
No log	16.8889	456	1.3804	0.1310	1.3804	1.1749
No log	16.9630	458	1.3295	0.0401	1.3295	1.1531
No log	17.0370	460	1.2721	0.0401	1.2721	1.1279
No log	17.1111	462	1.2469	0.0401	1.2469	1.1166
No log	17.1852	464	1.1722	0.1052	1.1722	1.0827
No log	17.2593	466	1.1191	0.3091	1.1191	1.0579
No log	17.3333	468	1.1609	0.3091	1.1609	1.0775
No log	17.4074	470	1.3043	0.3467	1.3043	1.1420
No log	17.4815	472	1.3675	0.2974	1.3675	1.1694
No log	17.5556	474	1.2846	0.3232	1.2846	1.1334
No log	17.6296	476	1.1125	0.3072	1.1125	1.0548
No log	17.7037	478	1.0951	0.2795	1.0951	1.0465
No log	17.7778	480	1.1744	0.2837	1.1744	1.0837
No log	17.8519	482	1.3275	0.2752	1.3275	1.1522
No log	17.9259	484	1.3568	0.2752	1.3568	1.1648
No log	18.0	486	1.3130	0.2837	1.3130	1.1459
No log	18.0741	488	1.2529	0.2455	1.2529	1.1193
No log	18.1481	490	1.2439	0.1202	1.2439	1.1153
No log	18.2222	492	1.2690	0.1202	1.2690	1.1265
No log	18.2963	494	1.3324	0.0401	1.3324	1.1543
No log	18.3704	496	1.3709	0.0401	1.3709	1.1709
No log	18.4444	498	1.4130	0.0401	1.4130	1.1887
0.306	18.5185	500	1.4694	0.0401	1.4694	1.2122
0.306	18.5926	502	1.5161	0.1744	1.5161	1.2313
0.306	18.6667	504	1.5077	0.1634	1.5077	1.2279
0.306	18.7407	506	1.4029	0.2315	1.4029	1.1844
0.306	18.8148	508	1.2406	0.2506	1.2406	1.1138
0.306	18.8889	510	1.1927	0.2506	1.1927	1.0921
0.306	18.9630	512	1.2299	0.2506	1.2299	1.1090
0.306	19.0370	514	1.2168	0.2474	1.2168	1.1031
0.306	19.1111	516	1.2928	0.2752	1.2928	1.1370
0.306	19.1852	518	1.3169	0.2568	1.3169	1.1476
0.306	19.2593	520	1.2848	0.2568	1.2848	1.1335
0.306	19.3333	522	1.1752	0.2184	1.1752	1.0841
0.306	19.4074	524	1.1553	0.2474	1.1553	1.0748
0.306	19.4815	526	1.1560	0.3107	1.1560	1.0752
0.306	19.5556	528	1.2438	0.3202	1.2438	1.1152
0.306	19.6296	530	1.2954	0.2869	1.2954	1.1382
0.306	19.7037	532	1.3254	0.2869	1.3254	1.1513
0.306	19.7778	534	1.3229	0.2611	1.3229	1.1502
0.306	19.8519	536	1.3692	0.2869	1.3692	1.1701
0.306	19.9259	538	1.3433	0.2292	1.3433	1.1590
0.306	20.0	540	1.2598	0.1744	1.2598	1.1224
0.306	20.0741	542	1.2408	0.1744	1.2408	1.1139
0.306	20.1481	544	1.2274	0.1744	1.2274	1.1079
0.306	20.2222	546	1.2641	0.1744	1.2641	1.1243
0.306	20.2963	548	1.3396	0.1744	1.3396	1.1574
0.306	20.3704	550	1.3648	0.1880	1.3648	1.1682
0.306	20.4444	552	1.3405	0.1814	1.3405	1.1578
0.306	20.5185	554	1.3658	0.1880	1.3658	1.1687
0.306	20.5926	556	1.3285	0.1744	1.3285	1.1526
0.306	20.6667	558	1.3020	0.1744	1.3020	1.1411
0.306	20.7407	560	1.2698	0.1744	1.2698	1.1269
0.306	20.8148	562	1.2258	0.1744	1.2258	1.1072
0.306	20.8889	564	1.2356	0.2065	1.2356	1.1116
0.306	20.9630	566	1.3053	0.2372	1.3053	1.1425
0.306	21.0370	568	1.3240	0.2065	1.3240	1.1507
0.306	21.1111	570	1.3258	0.2065	1.3258	1.1514
0.306	21.1852	572	1.2664	0.2065	1.2664	1.1254
0.306	21.2593	574	1.2023	0.1407	1.2023	1.0965
0.306	21.3333	576	1.2151	0.1744	1.2151	1.1023
0.306	21.4074	578	1.2198	0.2372	1.2198	1.1044
0.306	21.4815	580	1.2504	0.2474	1.2504	1.1182
0.306	21.5556	582	1.3481	0.3086	1.3481	1.1611
0.306	21.6296	584	1.4030	0.2906	1.4030	1.1845
0.306	21.7037	586	1.3447	0.2793	1.3447	1.1596
0.306	21.7778	588	1.2141	0.2372	1.2141	1.1019
0.306	21.8519	590	1.0872	0.2143	1.0872	1.0427
0.306	21.9259	592	1.0720	0.2143	1.0720	1.0354
0.306	22.0	594	1.0326	0.1918	1.0326	1.0162
0.306	22.0741	596	0.9663	0.2066	0.9663	0.9830
0.306	22.1481	598	0.9881	0.2655	0.9881	0.9940
0.306	22.2222	600	1.0684	0.3115	1.0684	1.0336
0.306	22.2963	602	1.2480	0.2752	1.2480	1.1171
0.306	22.3704	604	1.3939	0.2869	1.3939	1.1806
0.306	22.4444	606	1.4170	0.2869	1.4170	1.1904
0.306	22.5185	608	1.3308	0.2568	1.3308	1.1536
0.306	22.5926	610	1.2499	0.2455	1.2499	1.1180
0.306	22.6667	612	1.2178	0.1744	1.2178	1.1035
0.306	22.7407	614	1.2139	0.1744	1.2139	1.1018
0.306	22.8148	616	1.2444	0.1744	1.2444	1.1155
0.306	22.8889	618	1.2402	0.1744	1.2402	1.1137
0.306	22.9630	620	1.2616	0.2424	1.2616	1.1232
0.306	23.0370	622	1.2785	0.2906	1.2785	1.1307
0.306	23.1111	624	1.2781	0.3148	1.2781	1.1305
0.306	23.1852	626	1.2538	0.3177	1.2538	1.1198
0.306	23.2593	628	1.2078	0.3355	1.2078	1.0990
0.306	23.3333	630	1.1391	0.3086	1.1391	1.0673
0.306	23.4074	632	1.1511	0.3052	1.1511	1.0729
0.306	23.4815	634	1.1165	0.3052	1.1165	1.0566
0.306	23.5556	636	1.0688	0.2372	1.0688	1.0338
0.306	23.6296	638	1.1099	0.2372	1.1099	1.0535
0.306	23.7037	640	1.2294	0.2424	1.2294	1.1088
0.306	23.7778	642	1.2962	0.2239	1.2962	1.1385
0.306	23.8519	644	1.3117	0.2065	1.3117	1.1453
0.306	23.9259	646	1.3439	0.2065	1.3439	1.1593
0.306	24.0	648	1.4230	0.2004	1.4230	1.1929
0.306	24.0741	650	1.5218	0.2568	1.5218	1.2336
0.306	24.1481	652	1.5996	0.2906	1.5996	1.2648
0.306	24.2222	654	1.5960	0.2906	1.5960	1.2633
0.306	24.2963	656	1.5828	0.2906	1.5828	1.2581
0.306	24.3704	658	1.5505	0.2832	1.5505	1.2452
0.306	24.4444	660	1.4450	0.2522	1.4450	1.2021
0.306	24.5185	662	1.3476	0.2143	1.3476	1.1609
0.306	24.5926	664	1.2666	0.1552	1.2666	1.1255
0.306	24.6667	666	1.2122	0.1202	1.2122	1.1010
0.306	24.7407	668	1.1958	0.1202	1.1958	1.0935
0.306	24.8148	670	1.1990	0.1142	1.1990	1.0950
0.306	24.8889	672	1.2370	0.2065	1.2370	1.1122
0.306	24.9630	674	1.2763	0.2424	1.2763	1.1298
0.306	25.0370	676	1.3010	0.2522	1.3010	1.1406
0.306	25.1111	678	1.3620	0.3418	1.3620	1.1671
0.306	25.1852	680	1.3998	0.3418	1.3998	1.1831
0.306	25.2593	682	1.4063	0.3675	1.4063	1.1859
0.306	25.3333	684	1.4063	0.3355	1.4063	1.1859
0.306	25.4074	686	1.4202	0.3117	1.4202	1.1917
0.306	25.4815	688	1.3995	0.2568	1.3995	1.1830
0.306	25.5556	690	1.3767	0.2372	1.3767	1.1733
0.306	25.6296	692	1.3459	0.2065	1.3459	1.1601
0.306	25.7037	694	1.3363	0.1744	1.3363	1.1560
0.306	25.7778	696	1.3218	0.1744	1.3218	1.1497
0.306	25.8519	698	1.2855	0.1744	1.2855	1.1338
0.306	25.9259	700	1.2732	0.2455	1.2732	1.1284
0.306	26.0	702	1.2806	0.2752	1.2806	1.1317
0.306	26.0741	704	1.3171	0.2424	1.3171	1.1476
0.306	26.1481	706	1.3373	0.2424	1.3373	1.1564
0.306	26.2222	708	1.3296	0.2424	1.3296	1.1531
0.306	26.2963	710	1.3266	0.2424	1.3266	1.1518
0.306	26.3704	712	1.3270	0.2372	1.3270	1.1520
0.306	26.4444	714	1.3561	0.2424	1.3561	1.1645
0.306	26.5185	716	1.3162	0.2372	1.3162	1.1473
0.306	26.5926	718	1.2507	0.2065	1.2507	1.1183
0.306	26.6667	720	1.2748	0.2126	1.2748	1.1291
0.306	26.7407	722	1.3512	0.2474	1.3512	1.1624
0.306	26.8148	724	1.3368	0.2184	1.3368	1.1562
0.306	26.8889	726	1.2612	0.2065	1.2612	1.1230
0.306	26.9630	728	1.2069	0.2065	1.2069	1.0986
0.306	27.0370	730	1.2449	0.2065	1.2449	1.1157
0.306	27.1111	732	1.2840	0.2065	1.2840	1.1331
0.306	27.1852	734	1.2868	0.2065	1.2868	1.1344
0.306	27.2593	736	1.2764	0.2065	1.2764	1.1298
0.306	27.3333	738	1.3124	0.2372	1.3124	1.1456
0.306	27.4074	740	1.3294	0.2372	1.3294	1.1530
0.306	27.4815	742	1.3408	0.2372	1.3408	1.1579
0.306	27.5556	744	1.3330	0.2065	1.3330	1.1545
0.306	27.6296	746	1.3644	0.2065	1.3644	1.1681
0.306	27.7037	748	1.3681	0.1744	1.3681	1.1697
0.306	27.7778	750	1.3299	0.1407	1.3299	1.1532
0.306	27.8519	752	1.2696	0.0833	1.2696	1.1268
0.306	27.9259	754	1.2403	0.1265	1.2403	1.1137
0.306	28.0	756	1.2431	0.1265	1.2431	1.1149
0.306	28.0741	758	1.2566	0.0833	1.2566	1.1210
0.306	28.1481	760	1.3046	0.0833	1.3046	1.1422
0.306	28.2222	762	1.3779	0.0401	1.3779	1.1738
0.306	28.2963	764	1.4799	0.2126	1.4799	1.2165
0.306	28.3704	766	1.5212	0.2474	1.5212	1.2334
0.306	28.4444	768	1.4977	0.2752	1.4977	1.2238
0.306	28.5185	770	1.4479	0.2709	1.4479	1.2033
0.306	28.5926	772	1.4627	0.2424	1.4627	1.2094
0.306	28.6667	774	1.4777	0.2424	1.4777	1.2156
0.306	28.7407	776	1.4763	0.2424	1.4763	1.2150
0.306	28.8148	778	1.4260	0.2065	1.4260	1.1942
0.306	28.8889	780	1.3724	0.2065	1.3724	1.1715
0.306	28.9630	782	1.3360	0.1744	1.3360	1.1559
0.306	29.0370	784	1.3176	0.2424	1.3176	1.1479
0.306	29.1111	786	1.3370	0.2424	1.3370	1.1563
0.306	29.1852	788	1.3919	0.2143	1.3919	1.1798
0.306	29.2593	790	1.4339	0.2143	1.4339	1.1975
0.306	29.3333	792	1.4608	0.1814	1.4608	1.2086
0.306	29.4074	794	1.4602	0.1814	1.4602	1.2084
0.306	29.4815	796	1.4114	0.1814	1.4114	1.1880
0.306	29.5556	798	1.3543	0.1744	1.3543	1.1638
0.306	29.6296	800	1.3268	0.1142	1.3268	1.1519
0.306	29.7037	802	1.3285	0.0781	1.3285	1.1526
0.306	29.7778	804	1.3636	0.0781	1.3636	1.1677
0.306	29.8519	806	1.4082	0.0781	1.4082	1.1867
0.306	29.9259	808	1.4380	0.0878	1.4380	1.1992
0.306	30.0	810	1.4271	0.0781	1.4271	1.1946
0.306	30.0741	812	1.4035	0.1407	1.4035	1.1847
0.306	30.1481	814	1.4014	0.1744	1.4014	1.1838
0.306	30.2222	816	1.3804	0.1744	1.3804	1.1749
0.306	30.2963	818	1.3443	0.1744	1.3443	1.1595
0.306	30.3704	820	1.3083	0.1744	1.3083	1.1438
0.306	30.4444	822	1.3079	0.1744	1.3079	1.1436
0.306	30.5185	824	1.3178	0.1744	1.3178	1.1479
0.306	30.5926	826	1.3244	0.1744	1.3244	1.1508
0.306	30.6667	828	1.3655	0.2065	1.3655	1.1686
0.306	30.7407	830	1.3838	0.2126	1.3838	1.1763
0.306	30.8148	832	1.3532	0.2065	1.3532	1.1633
0.306	30.8889	834	1.3138	0.1744	1.3138	1.1462
0.306	30.9630	836	1.2632	0.1142	1.2632	1.1239
0.306	31.0370	838	1.2612	0.0781	1.2612	1.1230
0.306	31.1111	840	1.2907	0.0781	1.2907	1.1361
0.306	31.1852	842	1.3392	0.0781	1.3392	1.1572
0.306	31.2593	844	1.3432	0.0781	1.3432	1.1590
0.306	31.3333	846	1.3325	0.0781	1.3325	1.1544
0.306	31.4074	848	1.2941	0.0781	1.2941	1.1376
0.306	31.4815	850	1.2665	0.0781	1.2665	1.1254
0.306	31.5556	852	1.2793	0.0781	1.2793	1.1311
0.306	31.6296	854	1.3325	0.1142	1.3325	1.1544
0.306	31.7037	856	1.3951	0.2065	1.3951	1.1811
0.306	31.7778	858	1.4614	0.2424	1.4614	1.2089
0.306	31.8519	860	1.4918	0.2832	1.4918	1.2214
0.306	31.9259	862	1.4676	0.2239	1.4676	1.2114
0.306	32.0	864	1.4417	0.2065	1.4417	1.2007
0.306	32.0741	866	1.4355	0.1744	1.4355	1.1981
0.306	32.1481	868	1.3996	0.1744	1.3996	1.1831
0.306	32.2222	870	1.3732	0.1744	1.3732	1.1718
0.306	32.2963	872	1.3698	0.1744	1.3698	1.1704
0.306	32.3704	874	1.3776	0.1880	1.3776	1.1737
0.306	32.4444	876	1.3455	0.1744	1.3455	1.1599
0.306	32.5185	878	1.3218	0.1744	1.3218	1.1497
0.306	32.5926	880	1.2809	0.2143	1.2809	1.1318
0.306	32.6667	882	1.2911	0.2143	1.2911	1.1363
0.306	32.7407	884	1.2997	0.2143	1.2997	1.1400
0.306	32.8148	886	1.3235	0.1744	1.3235	1.1504
0.306	32.8889	888	1.3463	0.1744	1.3463	1.1603
0.306	32.9630	890	1.3141	0.1744	1.3141	1.1463
0.306	33.0370	892	1.2805	0.1744	1.2805	1.1316
0.306	33.1111	894	1.2168	0.1744	1.2168	1.1031
0.306	33.1852	896	1.1799	0.1744	1.1799	1.0862
0.306	33.2593	898	1.1754	0.1744	1.1754	1.0842
0.306	33.3333	900	1.1454	0.1744	1.1454	1.0702
0.306	33.4074	902	1.1588	0.1744	1.1588	1.0765
0.306	33.4815	904	1.1810	0.2143	1.1810	1.0868
0.306	33.5556	906	1.2391	0.2506	1.2391	1.1132
0.306	33.6296	908	1.2448	0.2395	1.2448	1.1157
0.306	33.7037	910	1.2800	0.2730	1.2800	1.1314
0.306	33.7778	912	1.3653	0.2869	1.3653	1.1685
0.306	33.8519	914	1.3858	0.2869	1.3858	1.1772
0.306	33.9259	916	1.3506	0.3018	1.3506	1.1621
0.306	34.0	918	1.2533	0.2686	1.2533	1.1195
0.306	34.0741	920	1.1480	0.2089	1.1480	1.0714
0.306	34.1481	922	1.1486	0.1697	1.1486	1.0717
0.306	34.2222	924	1.1405	0.1697	1.1405	1.0679
0.306	34.2963	926	1.1667	0.2089	1.1667	1.0801
0.306	34.3704	928	1.2199	0.2686	1.2199	1.1045
0.306	34.4444	930	1.2388	0.2686	1.2388	1.1130
0.306	34.5185	932	1.2709	0.3001	1.2709	1.1274
0.306	34.5926	934	1.3459	0.2611	1.3459	1.1601
0.306	34.6667	936	1.3874	0.2522	1.3874	1.1779
0.306	34.7407	938	1.3618	0.2065	1.3618	1.1670
0.306	34.8148	940	1.2818	0.2455	1.2818	1.1322
0.306	34.8889	942	1.2358	0.1081	1.2358	1.1116
0.306	34.9630	944	1.2528	0.0833	1.2528	1.1193
0.306	35.0370	946	1.2764	0.0833	1.2764	1.1298
0.306	35.1111	948	1.3290	0.0401	1.3290	1.1528
0.306	35.1852	950	1.3814	0.1052	1.3814	1.1753
0.306	35.2593	952	1.3983	0.1744	1.3983	1.1825
0.306	35.3333	954	1.4328	0.2065	1.4328	1.1970
0.306	35.4074	956	1.4624	0.2793	1.4624	1.2093
0.306	35.4815	958	1.4504	0.2832	1.4504	1.2043
0.306	35.5556	960	1.4402	0.2906	1.4402	1.2001
0.306	35.6296	962	1.3924	0.3172	1.3924	1.1800
0.306	35.7037	964	1.3159	0.3107	1.3159	1.1471
0.306	35.7778	966	1.2911	0.2837	1.2911	1.1363
0.306	35.8519	968	1.2939	0.2795	1.2939	1.1375
0.306	35.9259	970	1.3208	0.2372	1.3208	1.1493
0.306	36.0	972	1.3052	0.2065	1.3052	1.1425
0.306	36.0741	974	1.2814	0.1744	1.2814	1.1320
0.306	36.1481	976	1.2811	0.1744	1.2811	1.1318
0.306	36.2222	978	1.2865	0.1142	1.2865	1.1342
0.306	36.2963	980	1.3290	0.1142	1.3290	1.1528
0.306	36.3704	982	1.3781	0.1744	1.3781	1.1739
0.306	36.4444	984	1.3959	0.1744	1.3959	1.1815
0.306	36.5185	986	1.4259	0.2143	1.4259	1.1941
0.306	36.5926	988	1.4313	0.2143	1.4313	1.1964
0.306	36.6667	990	1.4606	0.2455	1.4606	1.2085
0.306	36.7407	992	1.4900	0.2455	1.4900	1.2206
0.306	36.8148	994	1.4803	0.2065	1.4803	1.2167
0.306	36.8889	996	1.4220	0.1744	1.4220	1.1925
0.306	36.9630	998	1.3595	0.0781	1.3595	1.1660
0.0511	37.0370	1000	1.3514	0.0781	1.3514	1.1625
0.0511	37.1111	1002	1.3418	0.0781	1.3418	1.1584
0.0511	37.1852	1004	1.2891	0.0781	1.2891	1.1354
0.0511	37.2593	1006	1.2588	0.1202	1.2588	1.1220
0.0511	37.3333	1008	1.2852	0.1202	1.2852	1.1337
0.0511	37.4074	1010	1.2852	0.1202	1.2852	1.1337
0.0511	37.4815	1012	1.2763	0.1202	1.2763	1.1297
0.0511	37.5556	1014	1.2778	0.1202	1.2778	1.1304
0.0511	37.6296	1016	1.2830	0.1202	1.2830	1.1327
0.0511	37.7037	1018	1.2860	0.1202	1.2860	1.1340
0.0511	37.7778	1020	1.3182	0.1202	1.3182	1.1481
0.0511	37.8519	1022	1.3260	0.1202	1.3260	1.1515
0.0511	37.9259	1024	1.3013	0.0781	1.3013	1.1407
0.0511	38.0	1026	1.3107	0.0781	1.3107	1.1449
0.0511	38.0741	1028	1.3142	0.0781	1.3142	1.1464
0.0511	38.1481	1030	1.2974	0.1407	1.2974	1.1390
0.0511	38.2222	1032	1.3067	0.1407	1.3067	1.1431
0.0511	38.2963	1034	1.2972	0.1407	1.2972	1.1390
0.0511	38.3704	1036	1.2800	0.0781	1.2800	1.1314
0.0511	38.4444	1038	1.2387	0.1081	1.2387	1.1130
0.0511	38.5185	1040	1.2170	0.1081	1.2170	1.1032
0.0511	38.5926	1042	1.2355	0.1081	1.2355	1.1115
0.0511	38.6667	1044	1.2863	0.1081	1.2863	1.1341
0.0511	38.7407	1046	1.3739	0.2027	1.3739	1.1721
0.0511	38.8148	1048	1.4934	0.2730	1.4934	1.2221
0.0511	38.8889	1050	1.5750	0.2752	1.5750	1.2550
0.0511	38.9630	1052	1.5875	0.2752	1.5875	1.2600
0.0511	39.0370	1054	1.5277	0.2424	1.5277	1.2360
0.0511	39.1111	1056	1.4243	0.1744	1.4243	1.1935
0.0511	39.1852	1058	1.3525	0.0781	1.3525	1.1630
0.0511	39.2593	1060	1.2986	0.0781	1.2986	1.1396
0.0511	39.3333	1062	1.2723	0.1081	1.2723	1.1280
0.0511	39.4074	1064	1.2744	0.1081	1.2744	1.1289
0.0511	39.4815	1066	1.2908	0.2065	1.2908	1.1361
0.0511	39.5556	1068	1.2937	0.2065	1.2937	1.1374
0.0511	39.6296	1070	1.2953	0.2065	1.2953	1.1381
0.0511	39.7037	1072	1.2783	0.2065	1.2783	1.1306
0.0511	39.7778	1074	1.2391	0.2065	1.2391	1.1132
0.0511	39.8519	1076	1.2332	0.2065	1.2332	1.1105
0.0511	39.9259	1078	1.2534	0.2065	1.2534	1.1196
0.0511	40.0	1080	1.2841	0.2126	1.2841	1.1332
0.0511	40.0741	1082	1.2663	0.2424	1.2663	1.1253
0.0511	40.1481	1084	1.1836	0.2126	1.1836	1.0879
0.0511	40.2222	1086	1.0837	0.2395	1.0837	1.0410
0.0511	40.2963	1088	1.0374	0.2477	1.0374	1.0185
0.0511	40.3704	1090	1.0106	0.2864	1.0106	1.0053
0.0511	40.4444	1092	1.0119	0.2864	1.0119	1.0059
0.0511	40.5185	1094	1.0812	0.2528	1.0812	1.0398
0.0511	40.5926	1096	1.1544	0.2686	1.1544	1.0744
0.0511	40.6667	1098	1.1726	0.2395	1.1726	1.0829
0.0511	40.7407	1100	1.1510	0.2126	1.1510	1.0728
0.0511	40.8148	1102	1.0982	0.1486	1.0982	1.0479
0.0511	40.8889	1104	1.0394	0.1081	1.0394	1.0195
0.0511	40.9630	1106	1.0101	0.2335	1.0101	1.0050
0.0511	41.0370	1108	0.9905	0.1799	0.9905	0.9952
0.0511	41.1111	1110	1.0168	0.2335	1.0168	1.0084
0.0511	41.1852	1112	1.0761	0.1500	1.0761	1.0374
0.0511	41.2593	1114	1.1069	0.1500	1.1069	1.0521
0.0511	41.3333	1116	1.1431	0.1081	1.1431	1.0691
0.0511	41.4074	1118	1.1637	0.1142	1.1637	1.0787
0.0511	41.4815	1120	1.1847	0.1486	1.1847	1.0884
0.0511	41.5556	1122	1.1885	0.2065	1.1885	1.0902
0.0511	41.6296	1124	1.1641	0.1552	1.1641	1.0789
0.0511	41.7037	1126	1.1734	0.1434	1.1734	1.0832
0.0511	41.7778	1128	1.1682	0.1434	1.1682	1.0808
0.0511	41.8519	1130	1.1625	0.1434	1.1625	1.0782
0.0511	41.9259	1132	1.1587	0.1081	1.1587	1.0764
0.0511	42.0	1134	1.1792	0.1081	1.1792	1.0859
0.0511	42.0741	1136	1.2134	0.1081	1.2134	1.1015
0.0511	42.1481	1138	1.2641	0.1142	1.2641	1.1243
0.0511	42.2222	1140	1.3085	0.1744	1.3085	1.1439
0.0511	42.2963	1142	1.3243	0.1744	1.3243	1.1508
0.0511	42.3704	1144	1.3023	0.1744	1.3023	1.1412
0.0511	42.4444	1146	1.2965	0.1744	1.2965	1.1386
0.0511	42.5185	1148	1.3037	0.1814	1.3037	1.1418
0.0511	42.5926	1150	1.2836	0.2126	1.2836	1.1330
0.0511	42.6667	1152	1.2109	0.2455	1.2109	1.1004
0.0511	42.7407	1154	1.1503	0.2341	1.1503	1.0725
0.0511	42.8148	1156	1.0886	0.2027	1.0886	1.0434
0.0511	42.8889	1158	1.0636	0.2341	1.0636	1.0313
0.0511	42.9630	1160	1.0972	0.2341	1.0972	1.0475
0.0511	43.0370	1162	1.1527	0.2126	1.1527	1.0737
0.0511	43.1111	1164	1.2477	0.2184	1.2477	1.1170
0.0511	43.1852	1166	1.3623	0.2793	1.3623	1.1672
0.0511	43.2593	1168	1.4292	0.3117	1.4292	1.1955
0.0511	43.3333	1170	1.4343	0.3052	1.4343	1.1976
0.0511	43.4074	1172	1.3968	0.2752	1.3968	1.1818
0.0511	43.4815	1174	1.3368	0.2184	1.3368	1.1562
0.0511	43.5556	1176	1.2625	0.2027	1.2625	1.1236
0.0511	43.6296	1178	1.2059	0.2027	1.2059	1.0981
0.0511	43.7037	1180	1.1720	0.1842	1.1720	1.0826
0.0511	43.7778	1182	1.1776	0.1434	1.1776	1.0852
0.0511	43.8519	1184	1.2091	0.1434	1.2091	1.0996
0.0511	43.9259	1186	1.2506	0.1744	1.2506	1.1183
0.0511	44.0	1188	1.2938	0.2065	1.2938	1.1374
0.0511	44.0741	1190	1.3242	0.2126	1.3242	1.1507
0.0511	44.1481	1192	1.3306	0.2126	1.3306	1.1535
0.0511	44.2222	1194	1.3058	0.2126	1.3058	1.1427
0.0511	44.2963	1196	1.2618	0.1744	1.2618	1.1233
0.0511	44.3704	1198	1.2194	0.1744	1.2194	1.1043
0.0511	44.4444	1200	1.1862	0.1744	1.1862	1.0891
0.0511	44.5185	1202	1.1663	0.1744	1.1663	1.0800
0.0511	44.5926	1204	1.1645	0.1744	1.1645	1.0791
0.0511	44.6667	1206	1.1807	0.2065	1.1807	1.0866
0.0511	44.7407	1208	1.2190	0.2126	1.2190	1.1041
0.0511	44.8148	1210	1.2507	0.2184	1.2507	1.1184
0.0511	44.8889	1212	1.2596	0.2184	1.2596	1.1223
0.0511	44.9630	1214	1.2617	0.2126	1.2617	1.1232
0.0511	45.0370	1216	1.2708	0.2065	1.2708	1.1273
0.0511	45.1111	1218	1.2804	0.2065	1.2804	1.1315
0.0511	45.1852	1220	1.3060	0.2065	1.3060	1.1428
0.0511	45.2593	1222	1.3262	0.2126	1.3262	1.1516
0.0511	45.3333	1224	1.3214	0.2126	1.3214	1.1495
0.0511	45.4074	1226	1.2999	0.2065	1.2999	1.1401
0.0511	45.4815	1228	1.2909	0.2065	1.2909	1.1362
0.0511	45.5556	1230	1.2677	0.2065	1.2677	1.1259
0.0511	45.6296	1232	1.2398	0.2065	1.2398	1.1135
0.0511	45.7037	1234	1.2020	0.2143	1.2020	1.0964
0.0511	45.7778	1236	1.1986	0.1961	1.1986	1.0948
0.0511	45.8519	1238	1.2166	0.1552	1.2166	1.1030
0.0511	45.9259	1240	1.2405	0.1142	1.2405	1.1138
0.0511	46.0	1242	1.2488	0.1142	1.2488	1.1175
0.0511	46.0741	1244	1.2667	0.0781	1.2667	1.1255
0.0511	46.1481	1246	1.2916	0.1142	1.2916	1.1365
0.0511	46.2222	1248	1.3234	0.1744	1.3234	1.1504
0.0511	46.2963	1250	1.3650	0.1744	1.3650	1.1683
0.0511	46.3704	1252	1.4075	0.1744	1.4075	1.1864
0.0511	46.4444	1254	1.4028	0.1744	1.4028	1.1844
0.0511	46.5185	1256	1.3863	0.1744	1.3863	1.1774
0.0511	46.5926	1258	1.3618	0.1744	1.3619	1.1670
0.0511	46.6667	1260	1.3418	0.1744	1.3418	1.1584
0.0511	46.7407	1262	1.3179	0.1744	1.3179	1.1480
0.0511	46.8148	1264	1.2940	0.1744	1.2940	1.1375
0.0511	46.8889	1266	1.2725	0.1744	1.2725	1.1281
0.0511	46.9630	1268	1.2713	0.1744	1.2713	1.1275
0.0511	47.0370	1270	1.2638	0.1744	1.2638	1.1242
0.0511	47.1111	1272	1.2750	0.1744	1.2750	1.1292
0.0511	47.1852	1274	1.2961	0.1744	1.2961	1.1385
0.0511	47.2593	1276	1.3203	0.1744	1.3203	1.1490
0.0511	47.3333	1278	1.3249	0.1744	1.3249	1.1511
0.0511	47.4074	1280	1.2970	0.2065	1.2970	1.1388
0.0511	47.4815	1282	1.3082	0.2065	1.3082	1.1438
0.0511	47.5556	1284	1.2908	0.2065	1.2908	1.1361
0.0511	47.6296	1286	1.2688	0.2065	1.2688	1.1264
0.0511	47.7037	1288	1.2883	0.2065	1.2883	1.1350
0.0511	47.7778	1290	1.3164	0.2126	1.3164	1.1473
0.0511	47.8519	1292	1.2989	0.2126	1.2989	1.1397
0.0511	47.9259	1294	1.2570	0.2126	1.2570	1.1211
0.0511	48.0	1296	1.2578	0.2424	1.2578	1.1215
0.0511	48.0741	1298	1.2335	0.2424	1.2335	1.1106
0.0511	48.1481	1300	1.2535	0.2474	1.2535	1.1196
0.0511	48.2222	1302	1.2911	0.2752	1.2911	1.1363
0.0511	48.2963	1304	1.3084	0.2752	1.3084	1.1438
0.0511	48.3704	1306	1.2615	0.2752	1.2615	1.1232
0.0511	48.4444	1308	1.2265	0.2752	1.2265	1.1075
0.0511	48.5185	1310	1.1701	0.2126	1.1701	1.0817
0.0511	48.5926	1312	1.1683	0.2015	1.1683	1.0809
0.0511	48.6667	1314	1.2085	0.2424	1.2085	1.0993
0.0511	48.7407	1316	1.3032	0.2709	1.3032	1.1416
0.0511	48.8148	1318	1.3707	0.2752	1.3707	1.1708
0.0511	48.8889	1320	1.4050	0.2474	1.4050	1.1853
0.0511	48.9630	1322	1.4084	0.2424	1.4084	1.1867
0.0511	49.0370	1324	1.3805	0.2065	1.3805	1.1750
0.0511	49.1111	1326	1.3512	0.2065	1.3512	1.1624
0.0511	49.1852	1328	1.3415	0.1744	1.3415	1.1582
0.0511	49.2593	1330	1.3549	0.2065	1.3549	1.1640
0.0511	49.3333	1332	1.3570	0.2065	1.3570	1.1649
0.0511	49.4074	1334	1.3700	0.2065	1.3700	1.1705
0.0511	49.4815	1336	1.3805	0.2065	1.3805	1.1749
0.0511	49.5556	1338	1.3877	0.2065	1.3877	1.1780
0.0511	49.6296	1340	1.3587	0.2065	1.3587	1.1656
0.0511	49.7037	1342	1.3291	0.2065	1.3291	1.1529
0.0511	49.7778	1344	1.3076	0.2065	1.3076	1.1435
0.0511	49.8519	1346	1.2839	0.2065	1.2839	1.1331
0.0511	49.9259	1348	1.2776	0.2065	1.2776	1.1303
0.0511	50.0	1350	1.3107	0.2065	1.3107	1.1448
0.0511	50.0741	1352	1.3536	0.2126	1.3536	1.1635
0.0511	50.1481	1354	1.3752	0.2126	1.3752	1.1727
0.0511	50.2222	1356	1.4006	0.2184	1.4006	1.1835
0.0511	50.2963	1358	1.4162	0.2184	1.4162	1.1901
0.0511	50.3704	1360	1.4135	0.2474	1.4135	1.1889
0.0511	50.4444	1362	1.3860	0.2474	1.3860	1.1773
0.0511	50.5185	1364	1.3215	0.2184	1.3215	1.1496
0.0511	50.5926	1366	1.2574	0.2126	1.2574	1.1213
0.0511	50.6667	1368	1.2476	0.2184	1.2476	1.1170
0.0511	50.7407	1370	1.2787	0.2474	1.2787	1.1308
0.0511	50.8148	1372	1.2991	0.2752	1.2991	1.1398
0.0511	50.8889	1374	1.3059	0.2752	1.3059	1.1428
0.0511	50.9630	1376	1.3067	0.2474	1.3067	1.1431
0.0511	51.0370	1378	1.3189	0.2184	1.3189	1.1484
0.0511	51.1111	1380	1.3284	0.2184	1.3284	1.1525
0.0511	51.1852	1382	1.3383	0.2126	1.3383	1.1569
0.0511	51.2593	1384	1.3150	0.2126	1.3150	1.1467
0.0511	51.3333	1386	1.3168	0.2065	1.3168	1.1475
0.0511	51.4074	1388	1.3132	0.2065	1.3132	1.1459
0.0511	51.4815	1390	1.3107	0.2065	1.3107	1.1449
0.0511	51.5556	1392	1.3171	0.2065	1.3171	1.1477
0.0511	51.6296	1394	1.3140	0.2065	1.3140	1.1463
0.0511	51.7037	1396	1.3370	0.2126	1.3370	1.1563
0.0511	51.7778	1398	1.3241	0.2424	1.3241	1.1507
0.0511	51.8519	1400	1.2876	0.2315	1.2876	1.1347
0.0511	51.9259	1402	1.2425	0.2015	1.2425	1.1147
0.0511	52.0	1404	1.2260	0.2395	1.2260	1.1072
0.0511	52.0741	1406	1.1728	0.3056	1.1728	1.0830
0.0511	52.1481	1408	1.1247	0.2773	1.1247	1.0605
0.0511	52.2222	1410	1.1132	0.3056	1.1132	1.0551
0.0511	52.2963	1412	1.1103	0.2730	1.1103	1.0537
0.0511	52.3704	1414	1.1259	0.2367	1.1259	1.0611
0.0511	52.4444	1416	1.1246	0.2367	1.1246	1.0604
0.0511	52.5185	1418	1.1534	0.2511	1.1534	1.0740
0.0511	52.5926	1420	1.1940	0.2611	1.1940	1.0927
0.0511	52.6667	1422	1.2555	0.2733	1.2555	1.1205
0.0511	52.7407	1424	1.3192	0.2733	1.3192	1.1486
0.0511	52.8148	1426	1.3320	0.2733	1.3320	1.1541
0.0511	52.8889	1428	1.3109	0.2339	1.3109	1.1449
0.0511	52.9630	1430	1.2906	0.2465	1.2906	1.1361
0.0511	53.0370	1432	1.2164	0.2816	1.2164	1.1029
0.0511	53.1111	1434	1.1734	0.2816	1.1734	1.0832
0.0511	53.1852	1436	1.1817	0.2773	1.1817	1.0870
0.0511	53.2593	1438	1.2367	0.2446	1.2367	1.1121
0.0511	53.3333	1440	1.3408	0.2474	1.3408	1.1579
0.0511	53.4074	1442	1.4273	0.2292	1.4273	1.1947
0.0511	53.4815	1444	1.4844	0.2437	1.4844	1.2184
0.0511	53.5556	1446	1.5178	0.2733	1.5178	1.2320
0.0511	53.6296	1448	1.5071	0.2733	1.5071	1.2277
0.0511	53.7037	1450	1.4512	0.2342	1.4512	1.2047
0.0511	53.7778	1452	1.3627	0.2239	1.3627	1.1674
0.0511	53.8519	1454	1.2955	0.2126	1.2955	1.1382
0.0511	53.9259	1456	1.2424	0.2065	1.2424	1.1146
0.0511	54.0	1458	1.1839	0.1952	1.1839	1.0881
0.0511	54.0741	1460	1.1202	0.2728	1.1202	1.0584
0.0511	54.1481	1462	1.0980	0.2167	1.0980	1.0479
0.0511	54.2222	1464	1.1105	0.2728	1.1105	1.0538
0.0511	54.2963	1466	1.1426	0.2341	1.1426	1.0689
0.0511	54.3704	1468	1.1969	0.2065	1.1969	1.0940
0.0511	54.4444	1470	1.2899	0.2184	1.2899	1.1357
0.0511	54.5185	1472	1.3762	0.2004	1.3762	1.1731
0.0511	54.5926	1474	1.4239	0.2437	1.4239	1.1933
0.0511	54.6667	1476	1.4308	0.2437	1.4308	1.1962
0.0511	54.7407	1478	1.4048	0.2568	1.4048	1.1853
0.0511	54.8148	1480	1.3515	0.2004	1.3515	1.1625
0.0511	54.8889	1482	1.2736	0.2184	1.2736	1.1285
0.0511	54.9630	1484	1.1827	0.2126	1.1827	1.0875
0.0511	55.0370	1486	1.1283	0.2341	1.1283	1.0622
0.0511	55.1111	1488	1.1410	0.2341	1.1410	1.0682
0.0511	55.1852	1490	1.1663	0.2455	1.1663	1.0800
0.0511	55.2593	1492	1.2218	0.2065	1.2218	1.1054
0.0511	55.3333	1494	1.2481	0.2065	1.2481	1.1172
0.0511	55.4074	1496	1.2686	0.2126	1.2686	1.1263
0.0511	55.4815	1498	1.2930	0.2126	1.2930	1.1371
0.0405	55.5556	1500	1.3374	0.2126	1.3374	1.1565
0.0405	55.6296	1502	1.3445	0.2065	1.3445	1.1595
0.0405	55.7037	1504	1.3415	0.2065	1.3415	1.1582
0.0405	55.7778	1506	1.3284	0.1142	1.3284	1.1525
0.0405	55.8519	1508	1.3266	0.1142	1.3266	1.1518
0.0405	55.9259	1510	1.3224	0.1142	1.3224	1.1500

Framework versions

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