Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_holistic

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: 12.5796
• Qwk: 0.7273
• Mse: 12.5796
• Rmse: 3.5468

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	0.0196	2	320.1685	0.0016	320.1685	17.8933
No log	0.0392	4	310.2662	0.0056	310.2662	17.6144
No log	0.0588	6	290.3345	0.0076	290.3345	17.0392
No log	0.0784	8	267.5831	0.0098	267.5831	16.3580
No log	0.0980	10	251.4643	0.0044	251.4643	15.8576
No log	0.1176	12	237.8628	0.0111	237.8628	15.4228
No log	0.1373	14	223.6006	0.0071	223.6005	14.9533
No log	0.1569	16	211.7128	0.0074	211.7128	14.5504
No log	0.1765	18	208.1561	0.0068	208.1560	14.4276
No log	0.1961	20	196.4907	0.0036	196.4907	14.0175
No log	0.2157	22	185.0753	0.0060	185.0753	13.6042
No log	0.2353	24	181.5149	0.0064	181.5150	13.4727
No log	0.2549	26	174.5946	0.0068	174.5946	13.2134
No log	0.2745	28	166.4912	0.0015	166.4913	12.9031
No log	0.2941	30	160.2538	0.0121	160.2538	12.6591
No log	0.3137	32	157.9869	0.0146	157.9870	12.5693
No log	0.3333	34	156.2689	0.0116	156.2689	12.5008
No log	0.3529	36	146.5569	0.0011	146.5569	12.1061
No log	0.3725	38	143.3372	0.0006	143.3372	11.9724
No log	0.3922	40	143.2959	0.0011	143.2959	11.9706
No log	0.4118	42	138.9430	0.0024	138.9430	11.7874
No log	0.4314	44	134.1160	0.0062	134.1160	11.5808
No log	0.4510	46	131.4723	0.0039	131.4723	11.4661
No log	0.4706	48	131.9832	0.0059	131.9832	11.4884
No log	0.4902	50	125.6612	0.0013	125.6612	11.2099
No log	0.5098	52	123.1069	0.0007	123.1069	11.0954
No log	0.5294	54	121.8389	0.0007	121.8389	11.0381
No log	0.5490	56	120.5273	0.0007	120.5273	10.9785
No log	0.5686	58	117.1947	0.0208	117.1947	10.8257
No log	0.5882	60	114.9679	0.0079	114.9679	10.7223
No log	0.6078	62	113.2054	0.0069	113.2054	10.6398
No log	0.6275	64	111.6204	0.0042	111.6204	10.5651
No log	0.6471	66	109.2068	0.0015	109.2068	10.4502
No log	0.6667	68	107.8677	0.0015	107.8677	10.3859
No log	0.6863	70	104.9788	0.0008	104.9788	10.2459
No log	0.7059	72	103.1758	0.0008	103.1758	10.1575
No log	0.7255	74	102.1626	0.0008	102.1626	10.1076
No log	0.7451	76	99.8360	0.0269	99.8360	9.9918
No log	0.7647	78	98.2531	0.0097	98.2531	9.9123
No log	0.7843	80	96.5130	0.0050	96.5130	9.8241
No log	0.8039	82	94.4812	0.0018	94.4812	9.7201
No log	0.8235	84	92.6865	0.0009	92.6865	9.6274
No log	0.8431	86	93.1540	0.0018	93.1540	9.6516
No log	0.8627	88	90.7785	0.0009	90.7785	9.5278
No log	0.8824	90	88.3272	0.0	88.3272	9.3983
No log	0.9020	92	86.9905	0.0	86.9905	9.3269
No log	0.9216	94	88.8838	0.0009	88.8838	9.4278
No log	0.9412	96	86.0348	0.0	86.0348	9.2755
No log	0.9608	98	84.7320	0.0025	84.7320	9.2050
No log	0.9804	100	82.8814	0.0085	82.8814	9.1039
No log	1.0	102	82.6804	0.0097	82.6804	9.0929
No log	1.0196	104	84.0564	0.0111	84.0564	9.1682
No log	1.0392	106	79.1740	0.0011	79.1740	8.8980
No log	1.0588	108	79.8074	0.0011	79.8074	8.9335
No log	1.0784	110	77.3985	0.0011	77.3985	8.7976
No log	1.0980	112	79.8325	0.0021	79.8325	8.9349
No log	1.1176	114	79.6735	0.0021	79.6735	8.9260
No log	1.1373	116	74.9982	0.0011	74.9982	8.6602
No log	1.1569	118	75.4131	0.0	75.4131	8.6841
No log	1.1765	120	73.4708	0.0	73.4708	8.5715
No log	1.1961	122	74.0465	0.0011	74.0465	8.6050
No log	1.2157	124	73.9909	0.0011	73.9909	8.6018
No log	1.2353	126	71.5046	0.0	71.5046	8.4560
No log	1.2549	128	71.1468	0.0	71.1468	8.4349
No log	1.2745	130	70.1609	0.0293	70.1609	8.3762
No log	1.2941	132	69.9329	0.0288	69.9329	8.3626
No log	1.3137	134	70.1483	0.0294	70.1483	8.3755
No log	1.3333	136	68.4454	0.0133	68.4453	8.2732
No log	1.3529	138	67.4295	0.0025	67.4295	8.2115
No log	1.3725	140	66.7555	0.0025	66.7555	8.1704
No log	1.3922	142	66.2541	0.0025	66.2541	8.1397
No log	1.4118	144	66.4294	0.0025	66.4294	8.1504
No log	1.4314	146	65.1398	0.0025	65.1398	8.0709
No log	1.4510	148	64.2825	0.0015	64.2825	8.0176
No log	1.4706	150	63.8261	0.0015	63.8261	7.9891
No log	1.4902	152	63.1127	0.0013	63.1127	7.9444
No log	1.5098	154	62.5694	0.0013	62.5693	7.9101
No log	1.5294	156	62.0271	0.0013	62.0271	7.8757
No log	1.5490	158	61.4849	0.0	61.4848	7.8412
No log	1.5686	160	60.9940	0.0	60.9940	7.8099
No log	1.5882	162	60.4775	0.0	60.4775	7.7767
No log	1.6078	164	59.9764	0.0	59.9764	7.7444
No log	1.6275	166	59.4644	0.0	59.4644	7.7113
No log	1.6471	168	59.0578	0.0	59.0578	7.6849
No log	1.6667	170	58.8455	0.0145	58.8455	7.6711
No log	1.6863	172	58.1519	0.0173	58.1519	7.6257
No log	1.7059	174	57.5507	0.0058	57.5507	7.5862
No log	1.7255	176	57.4835	0.0032	57.4835	7.5818
No log	1.7451	178	56.6543	0.0032	56.6543	7.5269
No log	1.7647	180	56.4516	0.0032	56.4516	7.5134
No log	1.7843	182	56.6864	0.0094	56.6864	7.5290
No log	1.8039	184	55.8256	0.0032	55.8256	7.4717
No log	1.8235	186	54.9409	0.0032	54.9409	7.4122
No log	1.8431	188	54.7939	0.0032	54.7939	7.4023
No log	1.8627	190	54.2785	0.0032	54.2785	7.3674
No log	1.8824	192	53.6925	0.0030	53.6925	7.3275
No log	1.9020	194	53.6044	0.0128	53.6044	7.3215
No log	1.9216	196	53.1642	0.0142	53.1642	7.2914
No log	1.9412	198	52.5342	0.0124	52.5342	7.2480
No log	1.9608	200	51.9328	0.0057	51.9328	7.2064
No log	1.9804	202	51.5293	0.0030	51.5293	7.1784
No log	2.0	204	50.9781	0.0030	50.9781	7.1399
No log	2.0196	206	50.3126	0.0125	50.3126	7.0931
No log	2.0392	208	49.7554	0.0165	49.7554	7.0538
No log	2.0588	210	49.2272	0.0188	49.2272	7.0162
No log	2.0784	212	48.9731	0.0430	48.9731	6.9981
No log	2.0980	214	48.9824	0.0993	48.9824	6.9987
No log	2.1176	216	48.3769	0.1454	48.3769	6.9553
No log	2.1373	218	47.2545	0.1374	47.2545	6.8742
No log	2.1569	220	47.3929	0.1055	47.3929	6.8842
No log	2.1765	222	46.4614	0.1890	46.4614	6.8163
No log	2.1961	224	46.4315	0.1986	46.4315	6.8141
No log	2.2157	226	45.9559	0.1975	45.9559	6.7791
No log	2.2353	228	45.9791	0.2188	45.9791	6.7808
No log	2.2549	230	47.9334	0.2516	47.9334	6.9234
No log	2.2745	232	44.5388	0.2184	44.5388	6.6737
No log	2.2941	234	44.3473	0.1498	44.3473	6.6594
No log	2.3137	236	43.9729	0.1255	43.9729	6.6312
No log	2.3333	238	43.3798	0.1729	43.3798	6.5863
No log	2.3529	240	43.5223	0.1986	43.5223	6.5971
No log	2.3725	242	42.9064	0.1585	42.9064	6.5503
No log	2.3922	244	42.5797	0.1178	42.5797	6.5253
No log	2.4118	246	42.1789	0.1175	42.1789	6.4945
No log	2.4314	248	41.8406	0.2147	41.8406	6.4684
No log	2.4510	250	42.1537	0.2458	42.1537	6.4926
No log	2.4706	252	40.8182	0.1936	40.8182	6.3889
No log	2.4902	254	40.9089	0.1257	40.9089	6.3960
No log	2.5098	256	40.5012	0.1306	40.5012	6.3641
No log	2.5294	258	40.6089	0.1906	40.6089	6.3725
No log	2.5490	260	40.1300	0.1892	40.1300	6.3348
No log	2.5686	262	39.4626	0.1802	39.4626	6.2819
No log	2.5882	264	39.2280	0.2169	39.2280	6.2632
No log	2.6078	266	38.8399	0.2048	38.8399	6.2322
No log	2.6275	268	39.5531	0.1303	39.5531	6.2891
No log	2.6471	270	38.3237	0.2041	38.3237	6.1906
No log	2.6667	272	42.0647	0.3133	42.0647	6.4857
No log	2.6863	274	42.0354	0.3148	42.0354	6.4835
No log	2.7059	276	37.6918	0.2162	37.6918	6.1394
No log	2.7255	278	39.8213	0.0632	39.8213	6.3104
No log	2.7451	280	40.1426	0.0248	40.1426	6.3358
No log	2.7647	282	39.9649	0.0199	39.9650	6.3218
No log	2.7843	284	39.6027	0.0468	39.6027	6.2931
No log	2.8039	286	39.1487	0.0578	39.1487	6.2569
No log	2.8235	288	38.2551	0.0932	38.2551	6.1851
No log	2.8431	290	37.3631	0.1354	37.3631	6.1125
No log	2.8627	292	36.4090	0.2167	36.4090	6.0340
No log	2.8824	294	36.6414	0.2168	36.6414	6.0532
No log	2.9020	296	38.1775	0.1527	38.1775	6.1788
No log	2.9216	298	36.9160	0.1130	36.9160	6.0759
No log	2.9412	300	37.2120	0.0988	37.2120	6.1002
No log	2.9608	302	37.0887	0.0897	37.0887	6.0900
No log	2.9804	304	36.6353	0.0901	36.6353	6.0527
No log	3.0	306	36.3381	0.0981	36.3381	6.0281
No log	3.0196	308	35.0646	0.2016	35.0646	5.9215
No log	3.0392	310	34.4793	0.2564	34.4794	5.8719
No log	3.0588	312	34.4105	0.2488	34.4105	5.8660
No log	3.0784	314	33.7370	0.2457	33.7370	5.8084
No log	3.0980	316	34.0549	0.1742	34.0549	5.8357
No log	3.1176	318	35.0673	0.0879	35.0673	5.9218
No log	3.1373	320	34.2427	0.1197	34.2427	5.8517
No log	3.1569	322	34.1115	0.2265	34.1115	5.8405
No log	3.1765	324	33.4779	0.2359	33.4779	5.7860
No log	3.1961	326	33.2187	0.1470	33.2187	5.7636
No log	3.2157	328	33.5293	0.1250	33.5293	5.7904
No log	3.2353	330	33.1262	0.1473	33.1262	5.7555
No log	3.2549	332	32.0474	0.2108	32.0474	5.6610
No log	3.2745	334	31.5279	0.2649	31.5279	5.6150
No log	3.2941	336	31.4979	0.2793	31.4979	5.6123
No log	3.3137	338	31.7538	0.2654	31.7538	5.6350
No log	3.3333	340	32.0429	0.2938	32.0429	5.6606
No log	3.3529	342	32.1436	0.2833	32.1436	5.6695
No log	3.3725	344	32.1382	0.2533	32.1382	5.6691
No log	3.3922	346	31.8715	0.2634	31.8715	5.6455
No log	3.4118	348	31.6505	0.2611	31.6505	5.6259
No log	3.4314	350	31.4978	0.2476	31.4978	5.6123
No log	3.4510	352	31.2903	0.2384	31.2903	5.5938
No log	3.4706	354	30.9176	0.2502	30.9176	5.5604
No log	3.4902	356	30.4851	0.2642	30.4851	5.5213
No log	3.5098	358	29.7615	0.2991	29.7615	5.4554
No log	3.5294	360	29.4234	0.3126	29.4234	5.4243
No log	3.5490	362	29.0604	0.3264	29.0604	5.3908
No log	3.5686	364	28.6507	0.3705	28.6507	5.3526
No log	3.5882	366	28.6714	0.3946	28.6714	5.3546
No log	3.6078	368	28.2905	0.3574	28.2905	5.3189
No log	3.6275	370	28.7737	0.2821	28.7737	5.3641
No log	3.6471	372	28.6158	0.2842	28.6158	5.3494
No log	3.6667	374	27.9609	0.3387	27.9609	5.2878
No log	3.6863	376	27.7532	0.3787	27.7532	5.2681
No log	3.7059	378	28.7324	0.4306	28.7324	5.3603
No log	3.7255	380	27.5080	0.3829	27.5080	5.2448
No log	3.7451	382	28.2732	0.2467	28.2732	5.3173
No log	3.7647	384	28.3347	0.2346	28.3347	5.3230
No log	3.7843	386	27.1157	0.3256	27.1157	5.2073
No log	3.8039	388	26.9254	0.3660	26.9254	5.1890
No log	3.8235	390	26.7763	0.3762	26.7763	5.1746
No log	3.8431	392	26.8071	0.3972	26.8071	5.1776
No log	3.8627	394	26.8034	0.3660	26.8034	5.1772
No log	3.8824	396	26.9399	0.3536	26.9399	5.1904
No log	3.9020	398	26.7376	0.3784	26.7376	5.1708
No log	3.9216	400	27.1664	0.4316	27.1664	5.2121
No log	3.9412	402	27.5239	0.4398	27.5239	5.2463
No log	3.9608	404	26.7147	0.4205	26.7147	5.1686
No log	3.9804	406	26.7528	0.4224	26.7528	5.1723
No log	4.0	408	25.9224	0.3462	25.9224	5.0914
No log	4.0196	410	26.1748	0.3049	26.1748	5.1161
No log	4.0392	412	25.9160	0.3110	25.9160	5.0908
No log	4.0588	414	25.4768	0.4654	25.4768	5.0475
No log	4.0784	416	25.2510	0.4692	25.2510	5.0250
No log	4.0980	418	25.2083	0.4171	25.2083	5.0208
No log	4.1176	420	25.0234	0.4120	25.0234	5.0023
No log	4.1373	422	24.8359	0.4051	24.8359	4.9836
No log	4.1569	424	24.5526	0.4307	24.5526	4.9551
No log	4.1765	426	24.4481	0.4152	24.4481	4.9445
No log	4.1961	428	24.3741	0.4024	24.3741	4.9370
No log	4.2157	430	24.0920	0.4857	24.0920	4.9084
No log	4.2353	432	24.6070	0.5045	24.6070	4.9605
No log	4.2549	434	23.7350	0.4326	23.7350	4.8719
No log	4.2745	436	25.6366	0.2908	25.6366	5.0633
No log	4.2941	438	25.2173	0.3148	25.2173	5.0217
No log	4.3137	440	23.7336	0.4204	23.7336	4.8717
No log	4.3333	442	24.9282	0.5221	24.9282	4.9928
No log	4.3529	444	25.1389	0.5250	25.1389	5.0139
No log	4.3725	446	23.5804	0.4904	23.5804	4.8560
No log	4.3922	448	23.5718	0.4202	23.5718	4.8551
No log	4.4118	450	23.4965	0.4293	23.4965	4.8473
No log	4.4314	452	23.5478	0.4819	23.5478	4.8526
No log	4.4510	454	23.6953	0.4981	23.6953	4.8678
No log	4.4706	456	26.5569	0.5325	26.5569	5.1533
No log	4.4902	458	27.2867	0.5298	27.2867	5.2237
No log	4.5098	460	23.2219	0.5006	23.2219	4.8189
No log	4.5294	462	23.2826	0.3928	23.2826	4.8252
No log	4.5490	464	23.3059	0.3835	23.3059	4.8276
No log	4.5686	466	23.5210	0.3655	23.5210	4.8499
No log	4.5882	468	23.0580	0.3862	23.0580	4.8019
No log	4.6078	470	22.9175	0.3936	22.9175	4.7872
No log	4.6275	472	22.8701	0.3933	22.8701	4.7823
No log	4.6471	474	23.0865	0.3759	23.0865	4.8048
No log	4.6667	476	22.9568	0.3786	22.9568	4.7913
No log	4.6863	478	22.3202	0.4227	22.3202	4.7244
No log	4.7059	480	21.8950	0.4549	21.8950	4.6792
No log	4.7255	482	21.8437	0.4981	21.8437	4.6737
No log	4.7451	484	21.8009	0.5066	21.8009	4.6691
No log	4.7647	486	21.3710	0.4653	21.3710	4.6229
No log	4.7843	488	21.9254	0.4070	21.9254	4.6825
No log	4.8039	490	22.0161	0.4018	22.0161	4.6921
No log	4.8235	492	21.3578	0.4701	21.3578	4.6214
No log	4.8431	494	21.7215	0.5079	21.7215	4.6606
No log	4.8627	496	21.9015	0.5102	21.9015	4.6799
No log	4.8824	498	21.5107	0.4470	21.5107	4.6380
64.101	4.9020	500	22.1579	0.3877	22.1579	4.7072
64.101	4.9216	502	21.5968	0.4215	21.5968	4.6472
64.101	4.9412	504	21.4322	0.5139	21.4322	4.6295
64.101	4.9608	506	21.8965	0.5561	21.8965	4.6794
64.101	4.9804	508	21.0340	0.5710	21.0340	4.5863
64.101	5.0	510	20.7519	0.5576	20.7519	4.5554
64.101	5.0196	512	20.5401	0.5517	20.5401	4.5321
64.101	5.0392	514	20.5971	0.5656	20.5971	4.5384
64.101	5.0588	516	20.6952	0.5694	20.6952	4.5492
64.101	5.0784	518	20.3394	0.5308	20.3394	4.5099
64.101	5.0980	520	21.3464	0.4536	21.3465	4.6202
64.101	5.1176	522	21.5292	0.4380	21.5292	4.6400
64.101	5.1373	524	20.5248	0.4974	20.5248	4.5304
64.101	5.1569	526	20.0673	0.5602	20.0673	4.4797
64.101	5.1765	528	20.7308	0.5855	20.7308	4.5531
64.101	5.1961	530	20.3928	0.5821	20.3928	4.5158
64.101	5.2157	532	19.9389	0.5693	19.9389	4.4653
64.101	5.2353	534	19.6806	0.5643	19.6806	4.4363
64.101	5.2549	536	19.5337	0.5360	19.5337	4.4197
64.101	5.2745	538	20.3685	0.4528	20.3685	4.5132
64.101	5.2941	540	21.2433	0.4038	21.2433	4.6090
64.101	5.3137	542	20.1892	0.4636	20.1892	4.4932
64.101	5.3333	544	19.3700	0.5421	19.3700	4.4011
64.101	5.3529	546	19.5741	0.5652	19.5741	4.4243
64.101	5.3725	548	19.5119	0.5544	19.5119	4.4172
64.101	5.3922	550	19.5433	0.5534	19.5433	4.4208
64.101	5.4118	552	19.6231	0.5144	19.6231	4.4298
64.101	5.4314	554	19.6593	0.5002	19.6593	4.4339
64.101	5.4510	556	19.3717	0.5193	19.3717	4.4013
64.101	5.4706	558	19.1597	0.5607	19.1597	4.3772
64.101	5.4902	560	19.2982	0.5785	19.2982	4.3930
64.101	5.5098	562	19.0640	0.5569	19.0640	4.3662
64.101	5.5294	564	19.1271	0.5347	19.1271	4.3735
64.101	5.5490	566	19.1390	0.5369	19.1390	4.3748
64.101	5.5686	568	19.2081	0.5754	19.2081	4.3827
64.101	5.5882	570	19.1257	0.5860	19.1257	4.3733
64.101	5.6078	572	18.6318	0.5759	18.6318	4.3165
64.101	5.6275	574	18.4873	0.5337	18.4873	4.2997
64.101	5.6471	576	18.7367	0.4988	18.7367	4.3286
64.101	5.6667	578	18.2183	0.5289	18.2183	4.2683
64.101	5.6863	580	18.0209	0.5461	18.0209	4.2451
64.101	5.7059	582	17.9690	0.5441	17.9690	4.2390
64.101	5.7255	584	17.7086	0.5502	17.7086	4.2082
64.101	5.7451	586	17.6129	0.5359	17.6129	4.1968
64.101	5.7647	588	17.5124	0.5299	17.5124	4.1848
64.101	5.7843	590	17.2317	0.5575	17.2317	4.1511
64.101	5.8039	592	18.2115	0.5849	18.2115	4.2675
64.101	5.8235	594	17.3758	0.5821	17.3758	4.1684
64.101	5.8431	596	17.3332	0.5133	17.3332	4.1633
64.101	5.8627	598	18.2036	0.4578	18.2036	4.2666
64.101	5.8824	600	17.7025	0.4902	17.7025	4.2074
64.101	5.9020	602	17.8930	0.4891	17.8930	4.2300
64.101	5.9216	604	17.4192	0.6144	17.4192	4.1736
64.101	5.9412	606	17.7196	0.6221	17.7196	4.2095
64.101	5.9608	608	17.9066	0.6337	17.9066	4.2316
64.101	5.9804	610	18.3640	0.6699	18.3640	4.2853
64.101	6.0	612	22.0755	0.6548	22.0755	4.6985
64.101	6.0196	614	21.7821	0.6537	21.7821	4.6671
64.101	6.0392	616	17.6923	0.6751	17.6923	4.2062
64.101	6.0588	618	17.6201	0.6001	17.6201	4.1976
64.101	6.0784	620	18.8455	0.5170	18.8455	4.3411
64.101	6.0980	622	19.6459	0.4788	19.6459	4.4324
64.101	6.1176	624	18.4506	0.5200	18.4506	4.2954
64.101	6.1373	626	16.5022	0.6218	16.5022	4.0623
64.101	6.1569	628	16.7371	0.6571	16.7371	4.0911
64.101	6.1765	630	16.6537	0.6582	16.6537	4.0809
64.101	6.1961	632	16.1572	0.6335	16.1572	4.0196
64.101	6.2157	634	16.8960	0.5872	16.8960	4.1105
64.101	6.2353	636	17.1256	0.5702	17.1256	4.1383
64.101	6.2549	638	17.0257	0.5813	17.0257	4.1262
64.101	6.2745	640	16.3952	0.6127	16.3952	4.0491
64.101	6.2941	642	15.8976	0.6426	15.8976	3.9872
64.101	6.3137	644	15.7783	0.6563	15.7782	3.9722
64.101	6.3333	646	15.8670	0.6557	15.8670	3.9833
64.101	6.3529	648	15.5596	0.6409	15.5596	3.9446
64.101	6.3725	650	15.8492	0.6041	15.8492	3.9811
64.101	6.3922	652	15.6553	0.6191	15.6553	3.9567
64.101	6.4118	654	15.6592	0.6326	15.6592	3.9572
64.101	6.4314	656	16.0171	0.6243	16.0171	4.0021
64.101	6.4510	658	16.2293	0.6392	16.2293	4.0286
64.101	6.4706	660	16.5362	0.6203	16.5362	4.0665
64.101	6.4902	662	16.4903	0.6191	16.4903	4.0608
64.101	6.5098	664	16.7983	0.5843	16.7983	4.0986
64.101	6.5294	666	17.1311	0.5552	17.1311	4.1390
64.101	6.5490	668	16.3295	0.5777	16.3295	4.0410
64.101	6.5686	670	15.0954	0.6377	15.0954	3.8853
64.101	6.5882	672	15.2643	0.6420	15.2643	3.9070
64.101	6.6078	674	15.1090	0.6202	15.1090	3.8870
64.101	6.6275	676	16.0876	0.5630	16.0876	4.0109
64.101	6.6471	678	17.6616	0.4922	17.6616	4.2026
64.101	6.6667	680	18.2484	0.4744	18.2484	4.2718
64.101	6.6863	682	16.4559	0.5421	16.4559	4.0566
64.101	6.7059	684	14.8619	0.6381	14.8619	3.8551
64.101	6.7255	686	16.4565	0.6612	16.4565	4.0567
64.101	6.7451	688	20.4857	0.6252	20.4857	4.5261
64.101	6.7647	690	18.8124	0.6382	18.8124	4.3373
64.101	6.7843	692	15.1096	0.6590	15.1096	3.8871
64.101	6.8039	694	14.7323	0.6287	14.7323	3.8383
64.101	6.8235	696	16.1222	0.5584	16.1222	4.0152
64.101	6.8431	698	16.2345	0.5556	16.2345	4.0292
64.101	6.8627	700	15.4790	0.5762	15.4790	3.9343
64.101	6.8824	702	14.8340	0.6185	14.8340	3.8515
64.101	6.9020	704	14.6022	0.6476	14.6023	3.8213
64.101	6.9216	706	14.6992	0.6511	14.6992	3.8340
64.101	6.9412	708	14.6880	0.6503	14.6880	3.8325
64.101	6.9608	710	14.6512	0.6587	14.6512	3.8277
64.101	6.9804	712	14.4161	0.6460	14.4161	3.7968
64.101	7.0	714	14.7626	0.5986	14.7626	3.8422
64.101	7.0196	716	15.1858	0.5809	15.1858	3.8969
64.101	7.0392	718	15.2060	0.5763	15.2060	3.8995
64.101	7.0588	720	14.5643	0.6101	14.5643	3.8163
64.101	7.0784	722	14.2896	0.6324	14.2896	3.7802
64.101	7.0980	724	14.3363	0.6583	14.3363	3.7863
64.101	7.1176	726	14.3828	0.6464	14.3828	3.7925
64.101	7.1373	728	15.4731	0.5986	15.4731	3.9336
64.101	7.1569	730	16.2102	0.6176	16.2102	4.0262
64.101	7.1765	732	15.3271	0.6560	15.3271	3.9150
64.101	7.1961	734	14.3795	0.7001	14.3795	3.7920
64.101	7.2157	736	14.4786	0.7110	14.4786	3.8051
64.101	7.2353	738	14.3672	0.7004	14.3672	3.7904
64.101	7.2549	740	14.3667	0.6817	14.3667	3.7903
64.101	7.2745	742	15.5526	0.6231	15.5526	3.9437
64.101	7.2941	744	15.2831	0.6402	15.2831	3.9094
64.101	7.3137	746	14.6466	0.6639	14.6466	3.8271
64.101	7.3333	748	14.2465	0.7002	14.2465	3.7745
64.101	7.3529	750	14.4061	0.7011	14.4061	3.7955
64.101	7.3725	752	14.4936	0.6967	14.4936	3.8070
64.101	7.3922	754	14.7824	0.6725	14.7824	3.8448
64.101	7.4118	756	16.2261	0.6199	16.2261	4.0282
64.101	7.4314	758	17.1949	0.5817	17.1949	4.1467
64.101	7.4510	760	17.1275	0.5883	17.1275	4.1385
64.101	7.4706	762	15.9129	0.6365	15.9129	3.9891
64.101	7.4902	764	14.5551	0.7083	14.5551	3.8151
64.101	7.5098	766	15.1730	0.7079	15.1730	3.8953
64.101	7.5294	768	14.5639	0.7109	14.5639	3.8163
64.101	7.5490	770	14.7555	0.6843	14.7555	3.8413
64.101	7.5686	772	16.1631	0.6273	16.1631	4.0203
64.101	7.5882	774	16.6612	0.5971	16.6612	4.0818
64.101	7.6078	776	15.5412	0.6382	15.5412	3.9422
64.101	7.6275	778	13.9779	0.6941	13.9779	3.7387
64.101	7.6471	780	14.9744	0.6914	14.9744	3.8697
64.101	7.6667	782	14.9661	0.6904	14.9661	3.8686
64.101	7.6863	784	13.9140	0.6931	13.9140	3.7301
64.101	7.7059	786	14.0964	0.6728	14.0964	3.7545
64.101	7.7255	788	14.3434	0.6591	14.3434	3.7873
64.101	7.7451	790	15.7060	0.6117	15.7060	3.9631
64.101	7.7647	792	15.3500	0.6341	15.3500	3.9179
64.101	7.7843	794	14.1745	0.6810	14.1745	3.7649
64.101	7.8039	796	14.1227	0.7063	14.1227	3.7580
64.101	7.8235	798	14.1006	0.7044	14.1006	3.7551
64.101	7.8431	800	14.0466	0.6838	14.0466	3.7479
64.101	7.8627	802	15.5208	0.6215	15.5208	3.9396
64.101	7.8824	804	15.9422	0.6231	15.9422	3.9928
64.101	7.9020	806	14.8080	0.6698	14.8080	3.8481
64.101	7.9216	808	14.4543	0.6963	14.4543	3.8019
64.101	7.9412	810	14.6471	0.7087	14.6471	3.8271
64.101	7.9608	812	14.1815	0.7093	14.1815	3.7658
64.101	7.9804	814	14.3656	0.6718	14.3656	3.7902
64.101	8.0	816	15.1895	0.6417	15.1895	3.8974
64.101	8.0196	818	15.8129	0.6367	15.8129	3.9765
64.101	8.0392	820	15.4950	0.6549	15.4950	3.9364
64.101	8.0588	822	14.6580	0.6963	14.6580	3.8286
64.101	8.0784	824	14.4205	0.7110	14.4205	3.7974
64.101	8.0980	826	14.0330	0.7034	14.0330	3.7461
64.101	8.1176	828	13.7126	0.6902	13.7126	3.7031
64.101	8.1373	830	13.6214	0.6892	13.6215	3.6907
64.101	8.1569	832	13.8424	0.6637	13.8424	3.7205
64.101	8.1765	834	14.7478	0.6173	14.7478	3.8403
64.101	8.1961	836	15.3992	0.5918	15.3992	3.9242
64.101	8.2157	838	14.8320	0.6185	14.8320	3.8512
64.101	8.2353	840	14.1440	0.6456	14.1440	3.7609
64.101	8.2549	842	14.1610	0.6522	14.1610	3.7631
64.101	8.2745	844	14.7051	0.6495	14.7051	3.8347
64.101	8.2941	846	14.4386	0.6724	14.4386	3.7998
64.101	8.3137	848	14.6166	0.6846	14.6166	3.8232
64.101	8.3333	850	15.3604	0.6651	15.3604	3.9192
64.101	8.3529	852	16.7139	0.6083	16.7139	4.0883
64.101	8.3725	854	17.3761	0.5755	17.3761	4.1685
64.101	8.3922	856	17.0984	0.5865	17.0984	4.1350
64.101	8.4118	858	15.3889	0.6408	15.3889	3.9229
64.101	8.4314	860	13.7221	0.6958	13.7221	3.7043
64.101	8.4510	862	13.0147	0.7220	13.0147	3.6076
64.101	8.4706	864	13.8223	0.7151	13.8223	3.7178
64.101	8.4902	866	13.0988	0.7150	13.0988	3.6192
64.101	8.5098	868	12.8875	0.7070	12.8875	3.5899
64.101	8.5294	870	14.0805	0.6711	14.0805	3.7524
64.101	8.5490	872	13.9235	0.6761	13.9235	3.7314
64.101	8.5686	874	13.4609	0.7072	13.4609	3.6689
64.101	8.5882	876	13.1776	0.7219	13.1776	3.6301
64.101	8.6078	878	13.0934	0.7122	13.0934	3.6185
64.101	8.6275	880	13.3919	0.6814	13.3919	3.6595
64.101	8.6471	882	13.7765	0.6624	13.7765	3.7117
64.101	8.6667	884	13.8566	0.6555	13.8566	3.7224
64.101	8.6863	886	13.2593	0.6691	13.2593	3.6413
64.101	8.7059	888	12.5875	0.6933	12.5875	3.5479
64.101	8.7255	890	13.0389	0.6762	13.0389	3.6109
64.101	8.7451	892	12.9749	0.6851	12.9749	3.6021
64.101	8.7647	894	12.4394	0.7191	12.4394	3.5270
64.101	8.7843	896	12.6260	0.7231	12.6260	3.5533
64.101	8.8039	898	12.4361	0.7386	12.4361	3.5265
64.101	8.8235	900	13.0049	0.7293	13.0049	3.6062
64.101	8.8431	902	14.2440	0.6984	14.2440	3.7741
64.101	8.8627	904	15.0127	0.6785	15.0127	3.8746
64.101	8.8824	906	14.0726	0.7044	14.0726	3.7513
64.101	8.9020	908	13.2308	0.7337	13.2308	3.6374
64.101	8.9216	910	12.9154	0.7509	12.9154	3.5938
64.101	8.9412	912	13.2459	0.7455	13.2459	3.6395
64.101	8.9608	914	12.7883	0.7365	12.7883	3.5761
64.101	8.9804	916	13.4181	0.6971	13.4181	3.6631
64.101	9.0	918	14.2120	0.6675	14.2120	3.7699
64.101	9.0196	920	14.1182	0.6762	14.1182	3.7574
64.101	9.0392	922	14.1513	0.6752	14.1513	3.7618
64.101	9.0588	924	13.0364	0.7090	13.0364	3.6106
64.101	9.0784	926	12.7605	0.7263	12.7605	3.5722
64.101	9.0980	928	13.0116	0.7398	13.0116	3.6072
64.101	9.1176	930	13.0998	0.7384	13.0998	3.6194
64.101	9.1373	932	14.2110	0.6977	14.2110	3.7698
64.101	9.1569	934	16.3840	0.6394	16.3840	4.0477
64.101	9.1765	936	16.6204	0.6374	16.6204	4.0768
64.101	9.1961	938	15.9337	0.6669	15.9337	3.9917
64.101	9.2157	940	14.2522	0.7261	14.2522	3.7752
64.101	9.2353	942	13.7809	0.7438	13.7809	3.7123
64.101	9.2549	944	13.5470	0.7372	13.5470	3.6806
64.101	9.2745	946	13.2465	0.7318	13.2465	3.6396
64.101	9.2941	948	12.9959	0.7288	12.9959	3.6050
64.101	9.3137	950	13.2162	0.7043	13.2162	3.6354
64.101	9.3333	952	13.3387	0.6918	13.3387	3.6522
64.101	9.3529	954	13.6780	0.6794	13.6780	3.6984
64.101	9.3725	956	14.8389	0.6425	14.8389	3.8521
64.101	9.3922	958	14.6278	0.6624	14.6278	3.8246
64.101	9.4118	960	12.8816	0.7230	12.8816	3.5891
64.101	9.4314	962	13.6907	0.7430	13.6907	3.7001
64.101	9.4510	964	14.2090	0.7449	14.2090	3.7695
64.101	9.4706	966	13.5721	0.7457	13.5721	3.6840
64.101	9.4902	968	15.6883	0.6802	15.6883	3.9608
64.101	9.5098	970	16.7515	0.6368	16.7515	4.0929
64.101	9.5294	972	16.1087	0.6510	16.1087	4.0136
64.101	9.5490	974	14.3611	0.6957	14.3611	3.7896
64.101	9.5686	976	13.2201	0.7211	13.2201	3.6360
64.101	9.5882	978	12.7289	0.7322	12.7289	3.5678
64.101	9.6078	980	12.8896	0.7220	12.8896	3.5902
64.101	9.6275	982	12.8984	0.7113	12.8984	3.5914
64.101	9.6471	984	13.4192	0.6903	13.4192	3.6632
64.101	9.6667	986	14.0464	0.6842	14.0464	3.7478
64.101	9.6863	988	13.9758	0.6942	13.9758	3.7384
64.101	9.7059	990	12.9751	0.7345	12.9751	3.6021
64.101	9.7255	992	13.4787	0.7480	13.4787	3.6713
64.101	9.7451	994	14.3694	0.7343	14.3694	3.7907
64.101	9.7647	996	13.4798	0.7434	13.4798	3.6715
64.101	9.7843	998	12.5636	0.7345	12.5636	3.5445
13.2301	9.8039	1000	15.3427	0.6462	15.3427	3.9170
13.2301	9.8235	1002	17.7469	0.5767	17.7469	4.2127
13.2301	9.8431	1004	17.4133	0.5875	17.4133	4.1729
13.2301	9.8627	1006	14.6111	0.6658	14.6111	3.8225
13.2301	9.8824	1008	12.6069	0.7347	12.6069	3.5506
13.2301	9.9020	1010	12.6560	0.7428	12.6560	3.5575
13.2301	9.9216	1012	12.7763	0.7391	12.7763	3.5744
13.2301	9.9412	1014	13.2208	0.7230	13.2208	3.6360
13.2301	9.9608	1016	13.5123	0.7065	13.5123	3.6759
13.2301	9.9804	1018	14.1593	0.6806	14.1593	3.7629
13.2301	10.0	1020	13.4924	0.7021	13.4924	3.6732
13.2301	10.0196	1022	12.9405	0.7283	12.9405	3.5973
13.2301	10.0392	1024	12.6898	0.7464	12.6898	3.5623
13.2301	10.0588	1026	12.8754	0.7523	12.8754	3.5882
13.2301	10.0784	1028	12.7806	0.7492	12.7806	3.5750
13.2301	10.0980	1030	12.5498	0.7460	12.5498	3.5426
13.2301	10.1176	1032	12.6045	0.7333	12.6045	3.5503
13.2301	10.1373	1034	13.6080	0.7015	13.6080	3.6889
13.2301	10.1569	1036	14.1068	0.6783	14.1068	3.7559
13.2301	10.1765	1038	13.4348	0.6987	13.4348	3.6653
13.2301	10.1961	1040	12.5739	0.7215	12.5739	3.5460
13.2301	10.2157	1042	12.3711	0.7304	12.3711	3.5173
13.2301	10.2353	1044	12.2829	0.7431	12.2829	3.5047
13.2301	10.2549	1046	12.5055	0.7496	12.5055	3.5363
13.2301	10.2745	1048	12.4836	0.7535	12.4836	3.5332
13.2301	10.2941	1050	13.5974	0.7221	13.5974	3.6875
13.2301	10.3137	1052	15.1917	0.6825	15.1917	3.8977
13.2301	10.3333	1054	15.1338	0.6894	15.1338	3.8902
13.2301	10.3529	1056	13.7683	0.7285	13.7683	3.7106
13.2301	10.3725	1058	13.1933	0.7362	13.1933	3.6323
13.2301	10.3922	1060	13.2788	0.7220	13.2788	3.6440
13.2301	10.4118	1062	12.8760	0.7238	12.8760	3.5883
13.2301	10.4314	1064	12.4938	0.7277	12.4938	3.5347
13.2301	10.4510	1066	12.4097	0.7178	12.4097	3.5227
13.2301	10.4706	1068	12.3695	0.7244	12.3695	3.5170
13.2301	10.4902	1070	12.6757	0.7152	12.6757	3.5603
13.2301	10.5098	1072	12.6959	0.7139	12.6959	3.5631
13.2301	10.5294	1074	12.2741	0.7344	12.2741	3.5034
13.2301	10.5490	1076	12.9389	0.7200	12.9389	3.5971
13.2301	10.5686	1078	12.6866	0.7276	12.6866	3.5618
13.2301	10.5882	1080	12.5260	0.7128	12.5260	3.5392
13.2301	10.6078	1082	12.9638	0.6945	12.9638	3.6005
13.2301	10.6275	1084	13.9761	0.6722	13.9761	3.7385
13.2301	10.6471	1086	13.6598	0.6758	13.6598	3.6959
13.2301	10.6667	1088	13.7225	0.6823	13.7225	3.7044
13.2301	10.6863	1090	13.7709	0.6972	13.7709	3.7109
13.2301	10.7059	1092	13.1143	0.7272	13.1143	3.6214
13.2301	10.7255	1094	12.8207	0.7443	12.8207	3.5806
13.2301	10.7451	1096	12.6050	0.7500	12.6050	3.5504
13.2301	10.7647	1098	12.3280	0.7399	12.3280	3.5111
13.2301	10.7843	1100	12.8139	0.7180	12.8139	3.5796
13.2301	10.8039	1102	14.1436	0.6822	14.1436	3.7608
13.2301	10.8235	1104	13.7002	0.6928	13.7002	3.7014
13.2301	10.8431	1106	13.2825	0.7070	13.2825	3.6445
13.2301	10.8627	1108	12.6792	0.7279	12.6792	3.5608
13.2301	10.8824	1110	12.5958	0.7294	12.5958	3.5491
13.2301	10.9020	1112	12.5976	0.7335	12.5976	3.5493
13.2301	10.9216	1114	13.3322	0.7149	13.3322	3.6513
13.2301	10.9412	1116	13.7796	0.7043	13.7796	3.7121
13.2301	10.9608	1118	13.4851	0.7118	13.4851	3.6722
13.2301	10.9804	1120	12.6330	0.7394	12.6330	3.5543
13.2301	11.0	1122	12.4248	0.7438	12.4248	3.5249
13.2301	11.0196	1124	12.5863	0.7266	12.5863	3.5477
13.2301	11.0392	1126	13.1485	0.7058	13.1485	3.6261
13.2301	11.0588	1128	12.5461	0.7107	12.5461	3.5421
13.2301	11.0784	1130	13.4138	0.6807	13.4138	3.6625
13.2301	11.0980	1132	14.3826	0.6468	14.3826	3.7924
13.2301	11.1176	1134	13.6209	0.6705	13.6209	3.6906
13.2301	11.1373	1136	12.7767	0.6921	12.7767	3.5744
13.2301	11.1569	1138	12.5560	0.7028	12.5560	3.5434
13.2301	11.1765	1140	13.0349	0.7006	13.0349	3.6104
13.2301	11.1961	1142	12.5600	0.7163	12.5600	3.5440
13.2301	11.2157	1144	12.0088	0.7400	12.0088	3.4654
13.2301	11.2353	1146	12.1187	0.7427	12.1187	3.4812
13.2301	11.2549	1148	12.7798	0.7341	12.7798	3.5749
13.2301	11.2745	1150	12.8411	0.7464	12.8411	3.5834
13.2301	11.2941	1152	13.3263	0.7298	13.3263	3.6505
13.2301	11.3137	1154	13.8082	0.7160	13.8082	3.7159
13.2301	11.3333	1156	13.1217	0.7274	13.1217	3.6224
13.2301	11.3529	1158	12.2982	0.7429	12.2982	3.5069
13.2301	11.3725	1160	12.0115	0.7355	12.0115	3.4658
13.2301	11.3922	1162	12.1095	0.7263	12.1095	3.4799
13.2301	11.4118	1164	13.4313	0.6743	13.4313	3.6649
13.2301	11.4314	1166	14.6533	0.6371	14.6533	3.8280
13.2301	11.4510	1168	14.3222	0.6516	14.3222	3.7845
13.2301	11.4706	1170	12.5204	0.7079	12.5204	3.5384
13.2301	11.4902	1172	12.3070	0.7322	12.3070	3.5081
13.2301	11.5098	1174	13.0100	0.7146	13.0100	3.6069
13.2301	11.5294	1176	14.0494	0.6932	14.0494	3.7483
13.2301	11.5490	1178	14.7913	0.6698	14.7913	3.8459
13.2301	11.5686	1180	15.0957	0.6592	15.0957	3.8853
13.2301	11.5882	1182	13.3897	0.7080	13.3897	3.6592
13.2301	11.6078	1184	12.4385	0.7331	12.4385	3.5268
13.2301	11.6275	1186	12.0915	0.7400	12.0915	3.4773
13.2301	11.6471	1188	11.9964	0.7305	11.9964	3.4636
13.2301	11.6667	1190	12.2974	0.7143	12.2974	3.5068
13.2301	11.6863	1192	13.9955	0.6672	13.9955	3.7411
13.2301	11.7059	1194	15.3160	0.6498	15.3160	3.9136
13.2301	11.7255	1196	14.6864	0.6785	14.6864	3.8323
13.2301	11.7451	1198	12.5666	0.7340	12.5666	3.5449
13.2301	11.7647	1200	12.0689	0.7589	12.0689	3.4740
13.2301	11.7843	1202	12.4886	0.7603	12.4886	3.5339
13.2301	11.8039	1204	13.1875	0.7405	13.1875	3.6315
13.2301	11.8235	1206	13.2263	0.7433	13.2263	3.6368
13.2301	11.8431	1208	12.4318	0.7667	12.4318	3.5259
13.2301	11.8627	1210	12.0090	0.7733	12.0090	3.4654
13.2301	11.8824	1212	11.8230	0.7707	11.8230	3.4385
13.2301	11.9020	1214	12.6760	0.7405	12.6760	3.5603
13.2301	11.9216	1216	15.7859	0.6534	15.7859	3.9731
13.2301	11.9412	1218	17.4228	0.6221	17.4228	4.1741
13.2301	11.9608	1220	16.0471	0.6449	16.0471	4.0059
13.2301	11.9804	1222	13.1013	0.7215	13.1013	3.6196
13.2301	12.0	1224	11.9585	0.7645	11.9585	3.4581
13.2301	12.0196	1226	13.0927	0.7488	13.0927	3.6184
13.2301	12.0392	1228	13.6421	0.7406	13.6421	3.6935
13.2301	12.0588	1230	12.6153	0.7543	12.6153	3.5518
13.2301	12.0784	1232	11.9534	0.7562	11.9534	3.4574
13.2301	12.0980	1234	13.2729	0.7156	13.2729	3.6432
13.2301	12.1176	1236	14.4931	0.6849	14.4931	3.8070
13.2301	12.1373	1238	13.9597	0.6972	13.9597	3.7363
13.2301	12.1569	1240	13.1471	0.7209	13.1471	3.6259
13.2301	12.1765	1242	12.0323	0.7536	12.0323	3.4688
13.2301	12.1961	1244	12.0152	0.7603	12.0152	3.4663
13.2301	12.2157	1246	12.2926	0.7515	12.2926	3.5061
13.2301	12.2353	1248	11.7933	0.7612	11.7933	3.4341
13.2301	12.2549	1250	12.6008	0.7390	12.6008	3.5498
13.2301	12.2745	1252	14.1572	0.6937	14.1572	3.7626
13.2301	12.2941	1254	14.2902	0.7000	14.2902	3.7802
13.2301	12.3137	1256	13.2648	0.7281	13.2648	3.6421
13.2301	12.3333	1258	12.0503	0.7604	12.0503	3.4714
13.2301	12.3529	1260	12.0817	0.7522	12.0817	3.4759
13.2301	12.3725	1262	12.6823	0.7234	12.6823	3.5612
13.2301	12.3922	1264	12.3502	0.7261	12.3502	3.5143
13.2301	12.4118	1266	12.8393	0.7200	12.8393	3.5832
13.2301	12.4314	1268	13.3876	0.7147	13.3876	3.6589
13.2301	12.4510	1270	13.6980	0.7177	13.6980	3.7011
13.2301	12.4706	1272	13.4940	0.7312	13.4940	3.6734
13.2301	12.4902	1274	13.7332	0.7314	13.7332	3.7058
13.2301	12.5098	1276	13.1550	0.7478	13.1550	3.6270
13.2301	12.5294	1278	12.5089	0.7591	12.5089	3.5368
13.2301	12.5490	1280	12.1626	0.7610	12.1626	3.4875
13.2301	12.5686	1282	11.8453	0.7626	11.8453	3.4417
13.2301	12.5882	1284	11.9859	0.7501	11.9859	3.4621
13.2301	12.6078	1286	12.2062	0.7415	12.2062	3.4937
13.2301	12.6275	1288	12.8096	0.7197	12.8096	3.5791
13.2301	12.6471	1290	13.7544	0.6946	13.7544	3.7087
13.2301	12.6667	1292	13.5961	0.6996	13.5961	3.6873
13.2301	12.6863	1294	12.2033	0.7390	12.2033	3.4933
13.2301	12.7059	1296	11.8297	0.7525	11.8297	3.4394
13.2301	12.7255	1298	11.9152	0.7553	11.9152	3.4518
13.2301	12.7451	1300	12.7166	0.7319	12.7166	3.5660
13.2301	12.7647	1302	13.2112	0.7280	13.2112	3.6347
13.2301	12.7843	1304	12.4082	0.7382	12.4082	3.5225
13.2301	12.8039	1306	12.2346	0.7364	12.2346	3.4978
13.2301	12.8235	1308	12.2167	0.7356	12.2167	3.4952
13.2301	12.8431	1310	12.3979	0.7299	12.3979	3.5211
13.2301	12.8627	1312	12.8176	0.7076	12.8176	3.5802
13.2301	12.8824	1314	14.4132	0.6881	14.4132	3.7965
13.2301	12.9020	1316	15.6511	0.6655	15.6511	3.9561
13.2301	12.9216	1318	14.6923	0.6931	14.6923	3.8331
13.2301	12.9412	1320	12.9320	0.7430	12.9320	3.5961
13.2301	12.9608	1322	12.2458	0.7564	12.2458	3.4994
13.2301	12.9804	1324	12.6584	0.7407	12.6584	3.5579
13.2301	13.0	1326	12.2226	0.7469	12.2226	3.4961
13.2301	13.0196	1328	12.3198	0.7434	12.3198	3.5100
13.2301	13.0392	1330	13.2807	0.7216	13.2807	3.6443
13.2301	13.0588	1332	13.2712	0.7182	13.2712	3.6430
13.2301	13.0784	1334	12.6929	0.7257	12.6929	3.5627
13.2301	13.0980	1336	12.2016	0.7357	12.2016	3.4931
13.2301	13.1176	1338	12.2797	0.7337	12.2797	3.5042
13.2301	13.1373	1340	13.0827	0.7222	13.0827	3.6170
13.2301	13.1569	1342	13.4114	0.7093	13.4114	3.6622
13.2301	13.1765	1344	12.7642	0.7352	12.7642	3.5727
13.2301	13.1961	1346	12.5219	0.7361	12.5219	3.5386
13.2301	13.2157	1348	12.3398	0.7385	12.3398	3.5128
13.2301	13.2353	1350	12.4303	0.7400	12.4303	3.5257
13.2301	13.2549	1352	12.8797	0.7379	12.8797	3.5888
13.2301	13.2745	1354	13.1052	0.7358	13.1052	3.6201
13.2301	13.2941	1356	12.5262	0.7596	12.5262	3.5392
13.2301	13.3137	1358	12.4228	0.7712	12.4228	3.5246
13.2301	13.3333	1360	12.3272	0.7722	12.3272	3.5110
13.2301	13.3529	1362	12.1716	0.7655	12.1716	3.4888
13.2301	13.3725	1364	12.3603	0.7565	12.3603	3.5157
13.2301	13.3922	1366	13.1224	0.7290	13.1224	3.6225
13.2301	13.4118	1368	12.4855	0.7357	12.4855	3.5335
13.2301	13.4314	1370	11.8188	0.7381	11.8188	3.4379
13.2301	13.4510	1372	12.1440	0.7264	12.1440	3.4848
13.2301	13.4706	1374	11.8081	0.7340	11.8081	3.4363
13.2301	13.4902	1376	11.9996	0.7332	11.9996	3.4640
13.2301	13.5098	1378	11.8715	0.7374	11.8715	3.4455
13.2301	13.5294	1380	11.6311	0.7535	11.6311	3.4104
13.2301	13.5490	1382	12.1768	0.7519	12.1768	3.4895
13.2301	13.5686	1384	12.6155	0.7506	12.6155	3.5518
13.2301	13.5882	1386	12.2844	0.7580	12.2844	3.5049
13.2301	13.6078	1388	12.3887	0.7553	12.3887	3.5198
13.2301	13.6275	1390	11.9194	0.7584	11.9194	3.4524
13.2301	13.6471	1392	11.9160	0.7478	11.9160	3.4519
13.2301	13.6667	1394	11.8114	0.7398	11.8114	3.4368
13.2301	13.6863	1396	12.4062	0.7151	12.4062	3.5222
13.2301	13.7059	1398	11.9393	0.7313	11.9393	3.4553
13.2301	13.7255	1400	13.4867	0.7067	13.4867	3.6724
13.2301	13.7451	1402	14.5513	0.6911	14.5512	3.8146
13.2301	13.7647	1404	13.8317	0.7146	13.8317	3.7191
13.2301	13.7843	1406	12.3106	0.7437	12.3106	3.5087
13.2301	13.8039	1408	11.7505	0.7527	11.7505	3.4279
13.2301	13.8235	1410	12.1104	0.7433	12.1104	3.4800
13.2301	13.8431	1412	13.5148	0.7110	13.5148	3.6762
13.2301	13.8627	1414	14.1560	0.6985	14.1560	3.7624
13.2301	13.8824	1416	13.8075	0.7062	13.8075	3.7159
13.2301	13.9020	1418	12.4302	0.7362	12.4302	3.5256
13.2301	13.9216	1420	11.5987	0.7539	11.5987	3.4057
13.2301	13.9412	1422	11.6936	0.7513	11.6936	3.4196
13.2301	13.9608	1424	13.0121	0.7300	13.0121	3.6072
13.2301	13.9804	1426	13.4512	0.7233	13.4512	3.6676
13.2301	14.0	1428	13.8915	0.7143	13.8915	3.7271
13.2301	14.0196	1430	12.8125	0.7406	12.8125	3.5795
13.2301	14.0392	1432	12.0275	0.7547	12.0275	3.4681
13.2301	14.0588	1434	12.0317	0.7564	12.0317	3.4687
13.2301	14.0784	1436	12.6441	0.7504	12.6441	3.5559
13.2301	14.0980	1438	12.9641	0.7426	12.9641	3.6006
13.2301	14.1176	1440	12.8361	0.7375	12.8361	3.5828
13.2301	14.1373	1442	11.9912	0.7467	11.9912	3.4628
13.2301	14.1569	1444	11.5952	0.7560	11.5952	3.4052
13.2301	14.1765	1446	11.2954	0.7593	11.2954	3.3609
13.2301	14.1961	1448	11.6029	0.7549	11.6029	3.4063
13.2301	14.2157	1450	12.4088	0.7417	12.4088	3.5226
13.2301	14.2353	1452	12.3467	0.7441	12.3467	3.5138
13.2301	14.2549	1454	12.1526	0.7527	12.1526	3.4861
13.2301	14.2745	1456	11.4577	0.7613	11.4577	3.3849
13.2301	14.2941	1458	11.3913	0.7643	11.3913	3.3751
13.2301	14.3137	1460	11.7159	0.7603	11.7159	3.4228
13.2301	14.3333	1462	12.3655	0.7465	12.3655	3.5165
13.2301	14.3529	1464	12.3145	0.7328	12.3145	3.5092
13.2301	14.3725	1466	12.2373	0.7303	12.2373	3.4982
13.2301	14.3922	1468	11.8941	0.7400	11.8941	3.4488
13.2301	14.4118	1470	12.3620	0.7345	12.3620	3.5160
13.2301	14.4314	1472	13.9806	0.7154	13.9806	3.7391
13.2301	14.4510	1474	14.0103	0.7219	14.0103	3.7430
13.2301	14.4706	1476	12.9394	0.7488	12.9394	3.5971
13.2301	14.4902	1478	12.6233	0.7601	12.6233	3.5529
13.2301	14.5098	1480	12.1155	0.7648	12.1155	3.4807
13.2301	14.5294	1482	12.0402	0.7625	12.0402	3.4699
13.2301	14.5490	1484	12.3236	0.7428	12.3236	3.5105
13.2301	14.5686	1486	13.0078	0.7244	13.0078	3.6066
13.2301	14.5882	1488	13.6700	0.7221	13.6700	3.6973
13.2301	14.6078	1490	13.1630	0.7329	13.1630	3.6281
13.2301	14.6275	1492	11.8454	0.7579	11.8454	3.4417
13.2301	14.6471	1494	11.6999	0.7727	11.6999	3.4205
13.2301	14.6667	1496	11.5971	0.7754	11.5971	3.4054
13.2301	14.6863	1498	12.0392	0.7631	12.0392	3.4698
6.8682	14.7059	1500	12.8731	0.7477	12.8731	3.5879
6.8682	14.7255	1502	13.7226	0.7226	13.7226	3.7044
6.8682	14.7451	1504	13.3587	0.7301	13.3587	3.6550
6.8682	14.7647	1506	13.0974	0.7283	13.0974	3.6190
6.8682	14.7843	1508	12.6520	0.7285	12.6520	3.5570
6.8682	14.8039	1510	12.5796	0.7273	12.5796	3.5468

Framework versions

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