BERT_MC_OpenBookQA_from_scratch

Shaier/BERT_MC_OpenBookQA_from_scratch

BERT_MC_OpenBookQA_from_scratch is a multiple choice model from Shaier. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: multiple choice
Library: transformers
Model type: bert
Access: Public
Created: Oct 8, 2022
Updated: Oct 8, 2022
SHA: 8562f68a

Model card

From the Hugging Face model README

BERT_MC_OpenBookQA_from_scratch

This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3863
Accuracy: 0.268

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: 5e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1000

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	310	1.2995	0.366
1.206	2.0	620	1.2607	0.462
1.206	3.0	930	1.2848	0.474
0.9058	4.0	1240	1.6050	0.472
0.6435	5.0	1550	1.5843	0.47
0.6435	6.0	1860	2.1529	0.452
0.444	7.0	2170	2.7774	0.444
0.444	8.0	2480	2.0983	0.454
0.3005	9.0	2790	2.8257	0.46
0.1875	10.0	3100	4.0687	0.45
0.1875	11.0	3410	4.8267	0.424
0.1508	12.0	3720	4.2751	0.426
0.1015	13.0	4030	5.0416	0.44
0.1015	14.0	4340	6.0999	0.436
0.0758	15.0	4650	5.8698	0.44
0.0758	16.0	4960	4.6333	0.426
0.0609	17.0	5270	6.0075	0.398
0.0415	18.0	5580	6.3479	0.392
0.0415	19.0	5890	5.7519	0.412
0.0451	20.0	6200	6.7130	0.412
0.0273	21.0	6510	5.2695	0.414
0.0273	22.0	6820	7.4730	0.414
0.0288	23.0	7130	5.4541	0.42
0.0288	24.0	7440	6.4990	0.418
0.0211	25.0	7750	8.1350	0.428
0.0276	26.0	8060	7.2577	0.41
0.0276	27.0	8370	4.0796	0.232
0.3193	28.0	8680	5.9266	0.412
0.3193	29.0	8990	7.7326	0.396
0.34	30.0	9300	5.6181	0.418
0.0298	31.0	9610	8.2390	0.43
0.0298	32.0	9920	7.7127	0.408
0.039	33.0	10230	5.9863	0.438
0.0262	34.0	10540	7.2023	0.44
0.0262	35.0	10850	7.0562	0.43
0.0136	36.0	11160	8.2601	0.426
0.0136	37.0	11470	7.8976	0.428
0.0104	38.0	11780	6.1737	0.428
0.0094	39.0	12090	7.8364	0.42
0.0094	40.0	12400	6.5378	0.43
0.099	41.0	12710	6.8616	0.412
0.0195	42.0	13020	7.3664	0.418
0.0195	43.0	13330	7.5156	0.416
0.0145	44.0	13640	7.0715	0.408
0.0145	45.0	13950	8.1128	0.41
0.0143	46.0	14260	8.5357	0.424
0.0126	47.0	14570	8.8933	0.412
0.0126	48.0	14880	6.4196	0.42
0.0073	49.0	15190	6.6502	0.402
0.0314	50.0	15500	6.1884	0.368
0.0314	51.0	15810	8.1288	0.392
0.0544	52.0	16120	5.5377	0.372
0.0544	53.0	16430	6.7587	0.402
0.0366	54.0	16740	6.8984	0.396
0.0168	55.0	17050	6.9548	0.398
0.0168	56.0	17360	8.0131	0.402
0.0117	57.0	17670	8.2451	0.412
0.0117	58.0	17980	6.8791	0.4
0.0077	59.0	18290	7.4470	0.388
0.0194	60.0	18600	6.5445	0.402
0.0194	61.0	18910	7.1259	0.402
0.013	62.0	19220	6.5935	0.414
0.0116	63.0	19530	6.0180	0.398
0.0116	64.0	19840	7.2279	0.414
0.2207	65.0	20150	1.3863	0.33
0.2207	66.0	20460	1.3863	0.276
1.4004	67.0	20770	1.3863	0.27
1.4211	68.0	21080	1.3863	0.312
1.4211	69.0	21390	1.3863	0.276
1.4202	70.0	21700	1.3863	0.282
1.4147	71.0	22010	1.3863	0.288
1.4147	72.0	22320	1.3863	0.298
1.4096	73.0	22630	1.3863	0.302
1.4096	74.0	22940	1.3863	0.262
1.4083	75.0	23250	1.3863	0.296
1.4116	76.0	23560	1.3863	0.288
1.4116	77.0	23870	1.3863	0.294
1.408	78.0	24180	1.3863	0.252
1.408	79.0	24490	1.3863	0.284
1.4093	80.0	24800	1.3863	0.3
1.4103	81.0	25110	1.3863	0.274
1.4103	82.0	25420	1.3863	0.276
1.4062	83.0	25730	1.3863	0.28
1.4111	84.0	26040	1.3863	0.304
1.4111	85.0	26350	1.3863	0.338
1.4036	86.0	26660	1.3863	0.314
1.4036	87.0	26970	1.3863	0.278
1.4272	88.0	27280	1.3863	0.278
1.404	89.0	27590	1.3863	0.276
1.404	90.0	27900	1.3863	0.274
1.4004	91.0	28210	1.3863	0.276
1.4017	92.0	28520	1.3863	0.276
1.4017	93.0	28830	1.3863	0.276
1.4009	94.0	29140	1.3863	0.284
1.4009	95.0	29450	1.3863	0.284
1.3997	96.0	29760	1.3863	0.286
1.399	97.0	30070	1.3863	0.264
1.399	98.0	30380	1.3863	0.278
1.399	99.0	30690	1.3863	0.276
1.4002	100.0	31000	1.3863	0.276
1.4002	101.0	31310	1.3863	0.276
1.4013	102.0	31620	1.3863	0.276
1.4013	103.0	31930	1.3863	0.276
1.3984	104.0	32240	1.3863	0.276
1.3997	105.0	32550	1.3863	0.288
1.3997	106.0	32860	1.3863	0.276
1.3951	107.0	33170	1.3863	0.276
1.3951	108.0	33480	1.3863	0.262
1.3953	109.0	33790	1.3863	0.27
1.3936	110.0	34100	1.3863	0.26
1.3936	111.0	34410	1.3863	0.276
1.3937	112.0	34720	1.3863	0.278
1.3925	113.0	35030	1.3863	0.282
1.3925	114.0	35340	1.3863	0.276
1.3959	115.0	35650	1.3863	0.28
1.3959	116.0	35960	1.3863	0.276
1.393	117.0	36270	1.3863	0.282
1.3922	118.0	36580	1.3863	0.27
1.3922	119.0	36890	1.3863	0.256
1.392	120.0	37200	1.3863	0.276
1.3936	121.0	37510	1.3863	0.252
1.3936	122.0	37820	1.3863	0.276
1.394	123.0	38130	1.3863	0.276
1.394	124.0	38440	1.3863	0.276
1.3939	125.0	38750	1.3863	0.276
1.3922	126.0	39060	1.3863	0.276
1.3922	127.0	39370	1.3863	0.26
1.3899	128.0	39680	1.3863	0.276
1.3899	129.0	39990	1.3863	0.272
1.3909	130.0	40300	1.3863	0.276
1.3912	131.0	40610	1.3863	0.276
1.3912	132.0	40920	1.3863	0.276
1.3907	133.0	41230	1.3863	0.286
1.39	134.0	41540	1.3863	0.276
1.39	135.0	41850	1.3863	0.276
1.3919	136.0	42160	1.3863	0.294
1.3919	137.0	42470	1.3863	0.268
1.3887	138.0	42780	1.3863	0.276
1.3897	139.0	43090	1.3863	0.276
1.3897	140.0	43400	1.3863	0.276
1.3899	141.0	43710	1.3863	0.274
1.3911	142.0	44020	1.3863	0.276
1.3911	143.0	44330	1.3863	0.286
1.3901	144.0	44640	1.3863	0.276
1.3901	145.0	44950	1.3863	0.264
1.3883	146.0	45260	1.3863	0.26
1.3906	147.0	45570	1.3863	0.276
1.3906	148.0	45880	1.3863	0.276
1.39	149.0	46190	1.3863	0.274
1.3889	150.0	46500	1.3863	0.276
1.3889	151.0	46810	1.3863	0.26
1.39	152.0	47120	1.3863	0.266
1.39	153.0	47430	1.3863	0.278
1.3889	154.0	47740	1.3863	0.284
1.3901	155.0	48050	1.3863	0.268
1.3901	156.0	48360	1.3863	0.27
1.4048	157.0	48670	1.3863	0.284
1.4048	158.0	48980	1.3863	0.262
1.3883	159.0	49290	1.3863	0.272
1.389	160.0	49600	1.3863	0.276
1.389	161.0	49910	1.3863	0.276
1.3891	162.0	50220	1.3863	0.266
1.3868	163.0	50530	1.3863	0.296
1.3868	164.0	50840	1.3863	0.276
1.3886	165.0	51150	1.3863	0.276
1.3886	166.0	51460	1.3863	0.276
1.388	167.0	51770	1.3863	0.276
1.3888	168.0	52080	1.3863	0.276
1.3888	169.0	52390	1.3863	0.276
1.3879	170.0	52700	1.3863	0.288
1.3883	171.0	53010	1.3863	0.298
1.3883	172.0	53320	1.3863	0.276
1.3885	173.0	53630	1.3863	0.274
1.3885	174.0	53940	1.3863	0.26
1.3874	175.0	54250	1.3863	0.276
1.3873	176.0	54560	1.3863	0.272
1.3873	177.0	54870	1.3863	0.272
1.3886	178.0	55180	1.3863	0.276
1.3886	179.0	55490	1.3863	0.276
1.3869	180.0	55800	1.3863	0.276
1.3872	181.0	56110	1.3863	0.276
1.3872	182.0	56420	1.3863	0.278
1.3876	183.0	56730	1.3863	0.274
1.3877	184.0	57040	1.3863	0.276
1.3877	185.0	57350	1.3863	0.276
1.3873	186.0	57660	1.3863	0.276
1.3873	187.0	57970	1.3863	0.276
1.3871	188.0	58280	1.3863	0.276
1.3869	189.0	58590	1.3863	0.284
1.3869	190.0	58900	1.3863	0.272
1.387	191.0	59210	1.3863	0.266
1.3875	192.0	59520	1.3863	0.276
1.3875	193.0	59830	1.3863	0.278
1.3871	194.0	60140	1.3863	0.276
1.3871	195.0	60450	1.3863	0.276
1.3878	196.0	60760	1.3863	0.27
1.3875	197.0	61070	1.3863	0.258
1.3875	198.0	61380	1.3863	0.272
1.3878	199.0	61690	1.3863	0.258
1.3871	200.0	62000	1.3863	0.276
1.3871	201.0	62310	1.3863	0.278
1.3874	202.0	62620	1.3863	0.262
1.3874	203.0	62930	1.3863	0.276
1.3871	204.0	63240	1.3863	0.278
1.3876	205.0	63550	1.3863	0.274
1.3876	206.0	63860	1.3863	0.276
1.387	207.0	64170	1.3863	0.276
1.387	208.0	64480	1.3863	0.258
1.3884	209.0	64790	1.3863	0.266
1.3869	210.0	65100	1.3863	0.276
1.3869	211.0	65410	1.3863	0.276
1.3881	212.0	65720	1.3863	0.28
1.3878	213.0	66030	1.3863	0.27
1.3878	214.0	66340	1.3863	0.276
1.3871	215.0	66650	1.3863	0.276
1.3871	216.0	66960	1.3863	0.276
1.3869	217.0	67270	1.3863	0.276
1.3874	218.0	67580	1.3863	0.276
1.3874	219.0	67890	1.3863	0.276
1.3876	220.0	68200	1.3863	0.276
1.3871	221.0	68510	1.3863	0.276
1.3871	222.0	68820	1.3863	0.276
1.3869	223.0	69130	1.3863	0.276
1.3869	224.0	69440	1.3863	0.276
1.3867	225.0	69750	1.3863	0.266
1.3874	226.0	70060	1.3863	0.262
1.3874	227.0	70370	1.3863	0.272
1.3869	228.0	70680	1.3863	0.274
1.3869	229.0	70990	1.3863	0.276
1.3865	230.0	71300	1.3863	0.29
1.3868	231.0	71610	1.3863	0.274
1.3868	232.0	71920	1.3863	0.264
1.3868	233.0	72230	1.3863	0.276
1.3868	234.0	72540	1.3863	0.276
1.3868	235.0	72850	1.3863	0.276
1.3867	236.0	73160	1.3863	0.284
1.3867	237.0	73470	1.3863	0.276
1.3878	238.0	73780	1.3863	0.276
1.3871	239.0	74090	1.3863	0.276
1.3871	240.0	74400	1.3863	0.276
1.387	241.0	74710	1.3863	0.264
1.3874	242.0	75020	1.3863	0.264
1.3874	243.0	75330	1.3863	0.276
1.3872	244.0	75640	1.3863	0.276
1.3872	245.0	75950	1.3863	0.276
1.3875	246.0	76260	1.3863	0.276
1.3873	247.0	76570	1.3863	0.276
1.3873	248.0	76880	1.3863	0.28
1.3867	249.0	77190	1.3863	0.266
1.3871	250.0	77500	1.3863	0.276
1.3871	251.0	77810	1.3863	0.276
1.3876	252.0	78120	1.3863	0.276
1.3876	253.0	78430	1.3863	0.276
1.3871	254.0	78740	1.3863	0.246
1.3867	255.0	79050	1.3863	0.274
1.3867	256.0	79360	1.3863	0.252
1.3866	257.0	79670	1.3863	0.276
1.3866	258.0	79980	1.3863	0.276
1.3869	259.0	80290	1.3863	0.276
1.3868	260.0	80600	1.3863	0.278
1.3868	261.0	80910	1.3863	0.28
1.3867	262.0	81220	1.3863	0.29
1.3868	263.0	81530	1.3863	0.252
1.3868	264.0	81840	1.3863	0.258
1.3873	265.0	82150	1.3863	0.284
1.3873	266.0	82460	1.3863	0.266
1.3864	267.0	82770	1.3863	0.26
1.3874	268.0	83080	1.3863	0.276
1.3874	269.0	83390	1.3863	0.276
1.3875	270.0	83700	1.3863	0.276
1.3872	271.0	84010	1.3863	0.256
1.3872	272.0	84320	1.3863	0.26
1.3864	273.0	84630	1.3863	0.272
1.3864	274.0	84940	1.3863	0.242
1.3868	275.0	85250	1.3863	0.276
1.3871	276.0	85560	1.3863	0.276
1.3871	277.0	85870	1.3863	0.28
1.3871	278.0	86180	1.3863	0.276
1.3871	279.0	86490	1.3863	0.27
1.387	280.0	86800	1.3863	0.256
1.3864	281.0	87110	1.3863	0.276
1.3864	282.0	87420	1.3863	0.278
1.3867	283.0	87730	1.3863	0.276
1.3871	284.0	88040	1.3863	0.254
1.3871	285.0	88350	1.3863	0.276
1.3868	286.0	88660	1.3863	0.276
1.3868	287.0	88970	1.3863	0.268
1.3871	288.0	89280	1.3863	0.282
1.3863	289.0	89590	1.3863	0.28
1.3863	290.0	89900	1.3863	0.276
1.3874	291.0	90210	1.3863	0.272
1.3869	292.0	90520	1.3863	0.27
1.3869	293.0	90830	1.3863	0.27
1.3865	294.0	91140	1.3863	0.27
1.3865	295.0	91450	1.3863	0.276
1.387	296.0	91760	1.3863	0.288
1.3868	297.0	92070	1.3863	0.268
1.3868	298.0	92380	1.3863	0.268
1.387	299.0	92690	1.3863	0.276
1.3869	300.0	93000	1.3863	0.258
1.3869	301.0	93310	1.3863	0.276
1.387	302.0	93620	1.3863	0.276
1.387	303.0	93930	1.3863	0.272
1.3869	304.0	94240	1.3863	0.276
1.3862	305.0	94550	1.3863	0.268
1.3862	306.0	94860	1.3863	0.26
1.387	307.0	95170	1.3863	0.268
1.387	308.0	95480	1.3863	0.262
1.3868	309.0	95790	1.3863	0.264
1.3869	310.0	96100	1.3863	0.276
1.3869	311.0	96410	1.3863	0.264
1.387	312.0	96720	1.3863	0.28
1.3869	313.0	97030	1.3863	0.266
1.3869	314.0	97340	1.3863	0.276
1.3866	315.0	97650	1.3863	0.288
1.3866	316.0	97960	1.3863	0.272
1.3868	317.0	98270	1.3863	0.266
1.3866	318.0	98580	1.3863	0.286
1.3866	319.0	98890	1.3863	0.272
1.3865	320.0	99200	1.3863	0.278
1.3872	321.0	99510	1.3863	0.276
1.3872	322.0	99820	1.3863	0.272
1.3863	323.0	100130	1.3863	0.258
1.3863	324.0	100440	1.3863	0.282
1.3867	325.0	100750	1.3863	0.254
1.3867	326.0	101060	1.3863	0.29
1.3867	327.0	101370	1.3863	0.238
1.3874	328.0	101680	1.3863	0.276
1.3874	329.0	101990	1.3863	0.276
1.3866	330.0	102300	1.3863	0.268
1.3869	331.0	102610	1.3863	0.266
1.3869	332.0	102920	1.3863	0.274
1.387	333.0	103230	1.3863	0.282
1.3866	334.0	103540	1.3863	0.286
1.3866	335.0	103850	1.3863	0.262
1.3874	336.0	104160	1.3863	0.274
1.3874	337.0	104470	1.3863	0.26
1.3868	338.0	104780	1.3863	0.258
1.3871	339.0	105090	1.3863	0.272
1.3871	340.0	105400	1.3863	0.276
1.3871	341.0	105710	1.3863	0.282
1.3868	342.0	106020	1.3863	0.288
1.3868	343.0	106330	1.3863	0.266
1.3868	344.0	106640	1.3863	0.28
1.3868	345.0	106950	1.3863	0.292
1.3869	346.0	107260	1.3863	0.282
1.3864	347.0	107570	1.3863	0.286
1.3864	348.0	107880	1.3863	0.254
1.3871	349.0	108190	1.3863	0.254
1.3869	350.0	108500	1.3863	0.258
1.3869	351.0	108810	1.3863	0.286
1.3864	352.0	109120	1.3863	0.248
1.3864	353.0	109430	1.3863	0.276
1.3863	354.0	109740	1.3863	0.294
1.3872	355.0	110050	1.3863	0.25
1.3872	356.0	110360	1.3863	0.282
1.3865	357.0	110670	1.3863	0.25
1.3865	358.0	110980	1.3863	0.29
1.3872	359.0	111290	1.3863	0.274
1.3871	360.0	111600	1.3863	0.272
1.3871	361.0	111910	1.3863	0.282
1.3865	362.0	112220	1.3863	0.276
1.3865	363.0	112530	1.3863	0.276
1.3865	364.0	112840	1.3863	0.268
1.3867	365.0	113150	1.3863	0.262
1.3867	366.0	113460	1.3863	0.28
1.3865	367.0	113770	1.3863	0.296
1.387	368.0	114080	1.3863	0.286
1.387	369.0	114390	1.3863	0.28
1.3865	370.0	114700	1.3863	0.276
1.3865	371.0	115010	1.3863	0.278
1.3865	372.0	115320	1.3863	0.26
1.3867	373.0	115630	1.3863	0.294
1.3867	374.0	115940	1.3863	0.278
1.3868	375.0	116250	1.3863	0.272
1.3871	376.0	116560	1.3863	0.268
1.3871	377.0	116870	1.3863	0.272
1.3868	378.0	117180	1.3863	0.268
1.3868	379.0	117490	1.3863	0.276
1.3867	380.0	117800	1.3863	0.27
1.3864	381.0	118110	1.3863	0.264
1.3864	382.0	118420	1.3863	0.276
1.3869	383.0	118730	1.3863	0.276
1.3865	384.0	119040	1.3863	0.254
1.3865	385.0	119350	1.3863	0.276
1.3869	386.0	119660	1.3863	0.284
1.3869	387.0	119970	1.3863	0.28
1.3872	388.0	120280	1.3863	0.278
1.3873	389.0	120590	1.3863	0.276
1.3873	390.0	120900	1.3863	0.276
1.3868	391.0	121210	1.3863	0.276
1.3866	392.0	121520	1.3863	0.256
1.3866	393.0	121830	1.3863	0.274
1.3873	394.0	122140	1.3863	0.286
1.3873	395.0	122450	1.3863	0.276
1.387	396.0	122760	1.3863	0.234
1.3866	397.0	123070	1.3863	0.266
1.3866	398.0	123380	1.3863	0.294
1.3868	399.0	123690	1.3863	0.254
1.3864	400.0	124000	1.3863	0.288
1.3864	401.0	124310	1.3863	0.26
1.3864	402.0	124620	1.3863	0.256
1.3864	403.0	124930	1.3863	0.25
1.3864	404.0	125240	1.3863	0.276
1.3867	405.0	125550	1.3863	0.258
1.3867	406.0	125860	1.3863	0.262
1.3867	407.0	126170	1.3863	0.278
1.3867	408.0	126480	1.3863	0.278
1.387	409.0	126790	1.3863	0.272
1.3865	410.0	127100	1.3863	0.28
1.3865	411.0	127410	1.3863	0.288
1.386	412.0	127720	1.3863	0.266
1.3867	413.0	128030	1.3863	0.252
1.3867	414.0	128340	1.3863	0.266
1.3865	415.0	128650	1.3863	0.264
1.3865	416.0	128960	1.3863	0.262
1.3867	417.0	129270	1.3863	0.28
1.3869	418.0	129580	1.3863	0.284
1.3869	419.0	129890	1.3863	0.264
1.3866	420.0	130200	1.3863	0.266
1.3869	421.0	130510	1.3863	0.274
1.3869	422.0	130820	1.3863	0.3
1.3865	423.0	131130	1.3863	0.266
1.3865	424.0	131440	1.3863	0.286
1.3872	425.0	131750	1.3863	0.264
1.3865	426.0	132060	1.3863	0.278
1.3865	427.0	132370	1.3863	0.27
1.3864	428.0	132680	1.3863	0.268
1.3864	429.0	132990	1.3863	0.304
1.3865	430.0	133300	1.3863	0.278
1.3865	431.0	133610	1.3863	0.278
1.3865	432.0	133920	1.3863	0.276
1.3867	433.0	134230	1.3863	0.286
1.3863	434.0	134540	1.3863	0.27
1.3863	435.0	134850	1.3863	0.28
1.3865	436.0	135160	1.3863	0.258
1.3865	437.0	135470	1.3863	0.248
1.3874	438.0	135780	1.3863	0.27
1.387	439.0	136090	1.3863	0.272
1.387	440.0	136400	1.3863	0.28
1.3869	441.0	136710	1.3863	0.28
1.3862	442.0	137020	1.3863	0.266
1.3862	443.0	137330	1.3863	0.282
1.3862	444.0	137640	1.3863	0.26
1.3862	445.0	137950	1.3863	0.288
1.3862	446.0	138260	1.3863	0.232
1.387	447.0	138570	1.3863	0.262
1.387	448.0	138880	1.3863	0.254
1.3865	449.0	139190	1.3863	0.29
1.3871	450.0	139500	1.3863	0.276
1.3871	451.0	139810	1.3863	0.26
1.3868	452.0	140120	1.3863	0.272
1.3868	453.0	140430	1.3863	0.268
1.3864	454.0	140740	1.3863	0.244
1.387	455.0	141050	1.3863	0.252
1.387	456.0	141360	1.3863	0.268
1.3871	457.0	141670	1.3863	0.278
1.3871	458.0	141980	1.3863	0.276
1.3873	459.0	142290	1.3863	0.27
1.3866	460.0	142600	1.3863	0.252
1.3866	461.0	142910	1.3863	0.266
1.3866	462.0	143220	1.3863	0.294
1.3862	463.0	143530	1.3863	0.254
1.3862	464.0	143840	1.3863	0.268
1.387	465.0	144150	1.3863	0.266
1.387	466.0	144460	1.3863	0.27
1.3869	467.0	144770	1.3863	0.254
1.3861	468.0	145080	1.3863	0.274
1.3861	469.0	145390	1.3863	0.26
1.3861	470.0	145700	1.3863	0.274
1.387	471.0	146010	1.3863	0.268
1.387	472.0	146320	1.3863	0.26
1.3872	473.0	146630	1.3863	0.274
1.3872	474.0	146940	1.3863	0.282
1.387	475.0	147250	1.3863	0.252
1.387	476.0	147560	1.3863	0.268
1.387	477.0	147870	1.3863	0.266
1.3865	478.0	148180	1.3863	0.258
1.3865	479.0	148490	1.3863	0.268
1.3865	480.0	148800	1.3863	0.268
1.3869	481.0	149110	1.3863	0.266
1.3869	482.0	149420	1.3863	0.278
1.387	483.0	149730	1.3863	0.292
1.3866	484.0	150040	1.3863	0.256
1.3866	485.0	150350	1.3863	0.278
1.3866	486.0	150660	1.3863	0.28
1.3866	487.0	150970	1.3863	0.262
1.3871	488.0	151280	1.3863	0.28
1.3864	489.0	151590	1.3863	0.278
1.3864	490.0	151900	1.3863	0.244
1.3867	491.0	152210	1.3863	0.29
1.3869	492.0	152520	1.3863	0.26
1.3869	493.0	152830	1.3863	0.274
1.3863	494.0	153140	1.3863	0.274
1.3863	495.0	153450	1.3863	0.27
1.3871	496.0	153760	1.3863	0.234
1.3868	497.0	154070	1.3863	0.246
1.3868	498.0	154380	1.3863	0.286
1.3867	499.0	154690	1.3863	0.274
1.3865	500.0	155000	1.3863	0.274
1.3865	501.0	155310	1.3863	0.282
1.3868	502.0	155620	1.3863	0.276
1.3868	503.0	155930	1.3863	0.266
1.3865	504.0	156240	1.3863	0.276
1.3864	505.0	156550	1.3863	0.292
1.3864	506.0	156860	1.3863	0.276
1.3872	507.0	157170	1.3863	0.292
1.3872	508.0	157480	1.3863	0.29
1.3861	509.0	157790	1.3863	0.274
1.3867	510.0	158100	1.3863	0.3
1.3867	511.0	158410	1.3863	0.276
1.3865	512.0	158720	1.3863	0.28
1.3861	513.0	159030	1.3863	0.276
1.3861	514.0	159340	1.3863	0.278
1.3869	515.0	159650	1.3863	0.274
1.3869	516.0	159960	1.3863	0.276
1.3868	517.0	160270	1.3863	0.294
1.3863	518.0	160580	1.3863	0.266
1.3863	519.0	160890	1.3863	0.29
1.3861	520.0	161200	1.3863	0.276
1.3869	521.0	161510	1.3863	0.27
1.3869	522.0	161820	1.3863	0.268
1.3866	523.0	162130	1.3863	0.278
1.3866	524.0	162440	1.3863	0.28
1.3866	525.0	162750	1.3863	0.272
1.3866	526.0	163060	1.3863	0.268
1.3866	527.0	163370	1.3863	0.278
1.3869	528.0	163680	1.3863	0.278
1.3869	529.0	163990	1.3863	0.27
1.3869	530.0	164300	1.3863	0.256
1.3868	531.0	164610	1.3863	0.258
1.3868	532.0	164920	1.3863	0.274
1.3865	533.0	165230	1.3863	0.276
1.3871	534.0	165540	1.3863	0.276
1.3871	535.0	165850	1.3863	0.278
1.3859	536.0	166160	1.3863	0.238
1.3859	537.0	166470	1.3863	0.278
1.3861	538.0	166780	1.3863	0.268
1.386	539.0	167090	1.3863	0.264
1.386	540.0	167400	1.3863	0.234
1.3865	541.0	167710	1.3863	0.262
1.3866	542.0	168020	1.3863	0.268
1.3866	543.0	168330	1.3863	0.276
1.3871	544.0	168640	1.3863	0.274
1.3871	545.0	168950	1.3863	0.268
1.3867	546.0	169260	1.3863	0.27
1.387	547.0	169570	1.3863	0.276
1.387	548.0	169880	1.3863	0.278
1.3861	549.0	170190	1.3863	0.28
1.3865	550.0	170500	1.3863	0.278
1.3865	551.0	170810	1.3863	0.272
1.387	552.0	171120	1.3863	0.278
1.387	553.0	171430	1.3863	0.276
1.387	554.0	171740	1.3863	0.28
1.3865	555.0	172050	1.3863	0.244
1.3865	556.0	172360	1.3863	0.276
1.3867	557.0	172670	1.3863	0.274
1.3867	558.0	172980	1.3863	0.274
1.387	559.0	173290	1.3863	0.276
1.3869	560.0	173600	1.3863	0.278
1.3869	561.0	173910	1.3863	0.272
1.3868	562.0	174220	1.3863	0.272
1.3865	563.0	174530	1.3863	0.278
1.3865	564.0	174840	1.3863	0.286
1.3864	565.0	175150	1.3863	0.276
1.3864	566.0	175460	1.3863	0.268
1.3862	567.0	175770	1.3863	0.276
1.3865	568.0	176080	1.3863	0.274
1.3865	569.0	176390	1.3863	0.278
1.3866	570.0	176700	1.3863	0.276
1.3868	571.0	177010	1.3863	0.28
1.3868	572.0	177320	1.3863	0.276
1.3866	573.0	177630	1.3863	0.276
1.3866	574.0	177940	1.3863	0.27
1.3868	575.0	178250	1.3863	0.238
1.3869	576.0	178560	1.3863	0.272
1.3869	577.0	178870	1.3863	0.276
1.3867	578.0	179180	1.3863	0.276
1.3867	579.0	179490	1.3863	0.28
1.3863	580.0	179800	1.3863	0.272
1.3863	581.0	180110	1.3863	0.246
1.3863	582.0	180420	1.3863	0.276
1.3865	583.0	180730	1.3863	0.278
1.3868	584.0	181040	1.3863	0.28
1.3868	585.0	181350	1.3863	0.276
1.387	586.0	181660	1.3863	0.284
1.387	587.0	181970	1.3863	0.266
1.387	588.0	182280	1.3863	0.276
1.3865	589.0	182590	1.3863	0.278
1.3865	590.0	182900	1.3863	0.262
1.3867	591.0	183210	1.3863	0.278
1.3868	592.0	183520	1.3863	0.292
1.3868	593.0	183830	1.3863	0.276
1.3866	594.0	184140	1.3863	0.282
1.3866	595.0	184450	1.3863	0.28
1.3868	596.0	184760	1.3863	0.276
1.3869	597.0	185070	1.3863	0.278
1.3869	598.0	185380	1.3863	0.278
1.3865	599.0	185690	1.3863	0.276
1.3869	600.0	186000	1.3863	0.264
1.3869	601.0	186310	1.3863	0.272
1.3864	602.0	186620	1.3863	0.276
1.3864	603.0	186930	1.3863	0.282
1.3867	604.0	187240	1.3863	0.252
1.3869	605.0	187550	1.3863	0.274
1.3869	606.0	187860	1.3863	0.286
1.3868	607.0	188170	1.3863	0.298
1.3868	608.0	188480	1.3863	0.264
1.3859	609.0	188790	1.3863	0.274
1.3867	610.0	189100	1.3863	0.274
1.3867	611.0	189410	1.3863	0.276
1.387	612.0	189720	1.3863	0.274
1.387	613.0	190030	1.3863	0.276
1.387	614.0	190340	1.3863	0.274
1.3867	615.0	190650	1.3863	0.29
1.3867	616.0	190960	1.3863	0.27
1.3861	617.0	191270	1.3863	0.276
1.3868	618.0	191580	1.3863	0.296
1.3868	619.0	191890	1.3863	0.28
1.3862	620.0	192200	1.3863	0.262
1.387	621.0	192510	1.3863	0.27
1.387	622.0	192820	1.3863	0.276
1.3867	623.0	193130	1.3863	0.282
1.3867	624.0	193440	1.3863	0.278
1.3867	625.0	193750	1.3863	0.274
1.3863	626.0	194060	1.3863	0.278
1.3863	627.0	194370	1.3863	0.282
1.387	628.0	194680	1.3863	0.274
1.387	629.0	194990	1.3863	0.276
1.3866	630.0	195300	1.3863	0.256
1.3867	631.0	195610	1.3863	0.28
1.3867	632.0	195920	1.3863	0.284
1.3864	633.0	196230	1.3863	0.256
1.3867	634.0	196540	1.3863	0.268
1.3867	635.0	196850	1.3863	0.282
1.3864	636.0	197160	1.3863	0.26
1.3864	637.0	197470	1.3863	0.266
1.3864	638.0	197780	1.3863	0.262
1.3866	639.0	198090	1.3863	0.276
1.3866	640.0	198400	1.3863	0.286
1.3864	641.0	198710	1.3863	0.264
1.3865	642.0	199020	1.3863	0.272
1.3865	643.0	199330	1.3863	0.276
1.3868	644.0	199640	1.3863	0.276
1.3868	645.0	199950	1.3863	0.268
1.3866	646.0	200260	1.3863	0.296
1.3868	647.0	200570	1.3863	0.264
1.3868	648.0	200880	1.3863	0.276
1.3866	649.0	201190	1.3863	0.28
1.3863	650.0	201500	1.3863	0.276
1.3863	651.0	201810	1.3863	0.288
1.3867	652.0	202120	1.3863	0.266
1.3867	653.0	202430	1.3863	0.27
1.3864	654.0	202740	1.3863	0.26
1.3865	655.0	203050	1.3863	0.276
1.3865	656.0	203360	1.3863	0.276
1.3865	657.0	203670	1.3863	0.278
1.3865	658.0	203980	1.3863	0.276
1.3866	659.0	204290	1.3863	0.276
1.3867	660.0	204600	1.3863	0.274
1.3867	661.0	204910	1.3863	0.282
1.3867	662.0	205220	1.3863	0.272
1.3861	663.0	205530	1.3863	0.276
1.3861	664.0	205840	1.3863	0.26
1.3863	665.0	206150	1.3863	0.276
1.3863	666.0	206460	1.3863	0.276
1.3865	667.0	206770	1.3863	0.272
1.3866	668.0	207080	1.3863	0.262
1.3866	669.0	207390	1.3863	0.286
1.3862	670.0	207700	1.3863	0.276
1.3866	671.0	208010	1.3863	0.272
1.3866	672.0	208320	1.3863	0.28
1.3868	673.0	208630	1.3863	0.276
1.3868	674.0	208940	1.3863	0.268
1.3862	675.0	209250	1.3863	0.286
1.386	676.0	209560	1.3863	0.284
1.386	677.0	209870	1.3863	0.28
1.3868	678.0	210180	1.3863	0.276
1.3868	679.0	210490	1.3863	0.28
1.3866	680.0	210800	1.3863	0.262
1.3867	681.0	211110	1.3863	0.262
1.3867	682.0	211420	1.3863	0.278
1.3864	683.0	211730	1.3863	0.268
1.387	684.0	212040	1.3863	0.264
1.387	685.0	212350	1.3863	0.264
1.3868	686.0	212660	1.3863	0.252
1.3868	687.0	212970	1.3863	0.276
1.3867	688.0	213280	1.3863	0.27
1.3863	689.0	213590	1.3863	0.246
1.3863	690.0	213900	1.3863	0.272
1.3866	691.0	214210	1.3863	0.276
1.3864	692.0	214520	1.3863	0.282
1.3864	693.0	214830	1.3863	0.282
1.3865	694.0	215140	1.3863	0.294
1.3865	695.0	215450	1.3863	0.274
1.3866	696.0	215760	1.3863	0.276
1.3868	697.0	216070	1.3863	0.272
1.3868	698.0	216380	1.3863	0.28
1.3863	699.0	216690	1.3863	0.276
1.3865	700.0	217000	1.3863	0.278
1.3865	701.0	217310	1.3863	0.276
1.3864	702.0	217620	1.3863	0.276
1.3864	703.0	217930	1.3863	0.278
1.3863	704.0	218240	1.3863	0.28
1.3867	705.0	218550	1.3863	0.256
1.3867	706.0	218860	1.3863	0.276
1.3862	707.0	219170	1.3863	0.244
1.3862	708.0	219480	1.3863	0.266
1.3861	709.0	219790	1.3863	0.272
1.3864	710.0	220100	1.3863	0.278
1.3864	711.0	220410	1.3863	0.272
1.386	712.0	220720	1.3863	0.258
1.3865	713.0	221030	1.3863	0.272
1.3865	714.0	221340	1.3863	0.272
1.3867	715.0	221650	1.3863	0.278
1.3867	716.0	221960	1.3863	0.266
1.3865	717.0	222270	1.3863	0.276
1.3868	718.0	222580	1.3863	0.282
1.3868	719.0	222890	1.3863	0.266
1.3864	720.0	223200	1.3863	0.274
1.3859	721.0	223510	1.3863	0.256
1.3859	722.0	223820	1.3863	0.276
1.3866	723.0	224130	1.3863	0.26
1.3866	724.0	224440	1.3863	0.276
1.3868	725.0	224750	1.3863	0.278
1.3864	726.0	225060	1.3863	0.268
1.3864	727.0	225370	1.3863	0.286
1.3868	728.0	225680	1.3863	0.274
1.3868	729.0	225990	1.3863	0.26
1.3865	730.0	226300	1.3863	0.278
1.3866	731.0	226610	1.3863	0.266
1.3866	732.0	226920	1.3863	0.276
1.387	733.0	227230	1.3863	0.27
1.3868	734.0	227540	1.3863	0.266
1.3868	735.0	227850	1.3863	0.268
1.387	736.0	228160	1.3863	0.268
1.387	737.0	228470	1.3863	0.28
1.3869	738.0	228780	1.3863	0.284
1.3866	739.0	229090	1.3863	0.284
1.3866	740.0	229400	1.3863	0.276
1.3865	741.0	229710	1.3863	0.276
1.3867	742.0	230020	1.3863	0.272
1.3867	743.0	230330	1.3863	0.276
1.3863	744.0	230640	1.3863	0.272
1.3863	745.0	230950	1.3863	0.278
1.3868	746.0	231260	1.3863	0.282
1.3867	747.0	231570	1.3863	0.276
1.3867	748.0	231880	1.3863	0.286
1.3866	749.0	232190	1.3863	0.276
1.3864	750.0	232500	1.3863	0.264
1.3864	751.0	232810	1.3863	0.26
1.3868	752.0	233120	1.3863	0.262
1.3868	753.0	233430	1.3863	0.276
1.3867	754.0	233740	1.3863	0.276
1.3864	755.0	234050	1.3863	0.252
1.3864	756.0	234360	1.3863	0.276
1.3864	757.0	234670	1.3863	0.276
1.3864	758.0	234980	1.3863	0.274
1.3866	759.0	235290	1.3863	0.27
1.3869	760.0	235600	1.3863	0.276
1.3869	761.0	235910	1.3863	0.276
1.3863	762.0	236220	1.3863	0.268
1.3869	763.0	236530	1.3863	0.274
1.3869	764.0	236840	1.3863	0.276
1.3867	765.0	237150	1.3863	0.274
1.3867	766.0	237460	1.3863	0.278
1.3866	767.0	237770	1.3863	0.262
1.3864	768.0	238080	1.3863	0.274
1.3864	769.0	238390	1.3863	0.276
1.3868	770.0	238700	1.3863	0.28
1.3867	771.0	239010	1.3863	0.276
1.3867	772.0	239320	1.3863	0.26
1.3867	773.0	239630	1.3863	0.258
1.3867	774.0	239940	1.3863	0.28
1.3867	775.0	240250	1.3863	0.272
1.3865	776.0	240560	1.3863	0.276
1.3865	777.0	240870	1.3863	0.276
1.3867	778.0	241180	1.3863	0.264
1.3867	779.0	241490	1.3863	0.27
1.3867	780.0	241800	1.3863	0.276
1.3863	781.0	242110	1.3863	0.276
1.3863	782.0	242420	1.3863	0.276
1.3861	783.0	242730	1.3863	0.276
1.3865	784.0	243040	1.3863	0.274
1.3865	785.0	243350	1.3863	0.262
1.3866	786.0	243660	1.3863	0.26
1.3866	787.0	243970	1.3863	0.276
1.3865	788.0	244280	1.3863	0.306
1.3866	789.0	244590	1.3863	0.276
1.3866	790.0	244900	1.3863	0.256
1.3861	791.0	245210	1.3863	0.278
1.3869	792.0	245520	1.3863	0.25
1.3869	793.0	245830	1.3863	0.28
1.3864	794.0	246140	1.3863	0.286
1.3864	795.0	246450	1.3863	0.276
1.3865	796.0	246760	1.3863	0.286
1.3864	797.0	247070	1.3863	0.276
1.3864	798.0	247380	1.3863	0.276
1.3868	799.0	247690	1.3863	0.254
1.3864	800.0	248000	1.3863	0.26
1.3864	801.0	248310	1.3863	0.276
1.3864	802.0	248620	1.3863	0.284
1.3864	803.0	248930	1.3863	0.276
1.3863	804.0	249240	1.3863	0.272
1.3867	805.0	249550	1.3863	0.27
1.3867	806.0	249860	1.3863	0.276
1.3866	807.0	250170	1.3863	0.254
1.3866	808.0	250480	1.3863	0.272
1.3863	809.0	250790	1.3863	0.276
1.3864	810.0	251100	1.3863	0.276
1.3864	811.0	251410	1.3863	0.276
1.3863	812.0	251720	1.3863	0.276
1.3866	813.0	252030	1.3863	0.272
1.3866	814.0	252340	1.3863	0.27
1.3865	815.0	252650	1.3863	0.284
1.3865	816.0	252960	1.3863	0.276
1.3867	817.0	253270	1.3863	0.276
1.3863	818.0	253580	1.3863	0.28
1.3863	819.0	253890	1.3863	0.29
1.3864	820.0	254200	1.3863	0.272
1.386	821.0	254510	1.3863	0.276
1.386	822.0	254820	1.3863	0.274
1.3859	823.0	255130	1.3863	0.26
1.3859	824.0	255440	1.3863	0.276
1.3864	825.0	255750	1.3863	0.276
1.3862	826.0	256060	1.3863	0.278
1.3862	827.0	256370	1.3863	0.276
1.3869	828.0	256680	1.3863	0.284
1.3869	829.0	256990	1.3863	0.258
1.3862	830.0	257300	1.3863	0.292
1.3864	831.0	257610	1.3863	0.276
1.3864	832.0	257920	1.3863	0.264
1.3865	833.0	258230	1.3863	0.276
1.3864	834.0	258540	1.3863	0.284
1.3864	835.0	258850	1.3863	0.268
1.3866	836.0	259160	1.3863	0.288
1.3866	837.0	259470	1.3863	0.276
1.3859	838.0	259780	1.3863	0.274
1.3863	839.0	260090	1.3863	0.252
1.3863	840.0	260400	1.3863	0.282
1.3863	841.0	260710	1.3863	0.276
1.3864	842.0	261020	1.3863	0.266
1.3864	843.0	261330	1.3863	0.282
1.3862	844.0	261640	1.3863	0.276
1.3862	845.0	261950	1.3863	0.274
1.3866	846.0	262260	1.3863	0.276
1.3863	847.0	262570	1.3863	0.242
1.3863	848.0	262880	1.3863	0.28
1.3868	849.0	263190	1.3863	0.276
1.3866	850.0	263500	1.3863	0.278
1.3866	851.0	263810	1.3863	0.278
1.3865	852.0	264120	1.3863	0.27
1.3865	853.0	264430	1.3863	0.276
1.3865	854.0	264740	1.3863	0.246
1.3865	855.0	265050	1.3863	0.276
1.3865	856.0	265360	1.3863	0.276
1.3862	857.0	265670	1.3863	0.28
1.3862	858.0	265980	1.3863	0.264
1.386	859.0	266290	1.3863	0.274
1.3858	860.0	266600	1.3863	0.272
1.3858	861.0	266910	1.3863	0.272
1.3868	862.0	267220	1.3863	0.276
1.3863	863.0	267530	1.3863	0.264
1.3863	864.0	267840	1.3863	0.272
1.3866	865.0	268150	1.3863	0.254
1.3866	866.0	268460	1.3863	0.278
1.3861	867.0	268770	1.3863	0.276
1.3863	868.0	269080	1.3863	0.272
1.3863	869.0	269390	1.3863	0.264
1.3866	870.0	269700	1.3863	0.276
1.3865	871.0	270010	1.3863	0.276
1.3865	872.0	270320	1.3863	0.276
1.3864	873.0	270630	1.3863	0.266
1.3864	874.0	270940	1.3863	0.274
1.3862	875.0	271250	1.3863	0.276
1.3865	876.0	271560	1.3863	0.266
1.3865	877.0	271870	1.3863	0.28
1.3868	878.0	272180	1.3863	0.276
1.3868	879.0	272490	1.3863	0.276
1.3865	880.0	272800	1.3863	0.276
1.3862	881.0	273110	1.3863	0.276
1.3862	882.0	273420	1.3863	0.276
1.3866	883.0	273730	1.3863	0.286
1.3865	884.0	274040	1.3863	0.258
1.3865	885.0	274350	1.3863	0.272
1.3863	886.0	274660	1.3863	0.276
1.3863	887.0	274970	1.3863	0.276
1.3866	888.0	275280	1.3863	0.276
1.3863	889.0	275590	1.3863	0.276
1.3863	890.0	275900	1.3863	0.276
1.3864	891.0	276210	1.3863	0.27
1.3864	892.0	276520	1.3863	0.266
1.3864	893.0	276830	1.3863	0.276
1.3864	894.0	277140	1.3863	0.276
1.3864	895.0	277450	1.3863	0.282
1.3866	896.0	277760	1.3863	0.27
1.3868	897.0	278070	1.3863	0.28
1.3868	898.0	278380	1.3863	0.288
1.3863	899.0	278690	1.3863	0.27
1.3865	900.0	279000	1.3863	0.284
1.3865	901.0	279310	1.3863	0.276
1.3867	902.0	279620	1.3863	0.272
1.3867	903.0	279930	1.3863	0.276
1.3864	904.0	280240	1.3863	0.304
1.3865	905.0	280550	1.3863	0.278
1.3865	906.0	280860	1.3863	0.276
1.3862	907.0	281170	1.3863	0.276
1.3862	908.0	281480	1.3863	0.27
1.3865	909.0	281790	1.3863	0.266
1.3863	910.0	282100	1.3863	0.276
1.3863	911.0	282410	1.3863	0.256
1.3865	912.0	282720	1.3863	0.262
1.3866	913.0	283030	1.3863	0.268
1.3866	914.0	283340	1.3863	0.288
1.386	915.0	283650	1.3863	0.276
1.386	916.0	283960	1.3863	0.272
1.3862	917.0	284270	1.3863	0.276
1.3863	918.0	284580	1.3863	0.276
1.3863	919.0	284890	1.3863	0.266
1.3863	920.0	285200	1.3863	0.252
1.3862	921.0	285510	1.3863	0.276
1.3862	922.0	285820	1.3863	0.252
1.3863	923.0	286130	1.3863	0.268
1.3863	924.0	286440	1.3863	0.276
1.3866	925.0	286750	1.3863	0.272
1.3867	926.0	287060	1.3863	0.272
1.3867	927.0	287370	1.3863	0.276
1.3869	928.0	287680	1.3863	0.276
1.3869	929.0	287990	1.3863	0.276
1.3864	930.0	288300	1.3863	0.266
1.3862	931.0	288610	1.3863	0.258
1.3862	932.0	288920	1.3863	0.276
1.3864	933.0	289230	1.3863	0.27
1.3861	934.0	289540	1.3863	0.276
1.3861	935.0	289850	1.3863	0.274
1.3869	936.0	290160	1.3863	0.274
1.3869	937.0	290470	1.3863	0.276
1.3861	938.0	290780	1.3863	0.252
1.386	939.0	291090	1.3863	0.276
1.386	940.0	291400	1.3863	0.266
1.3865	941.0	291710	1.3863	0.274
1.3862	942.0	292020	1.3863	0.274
1.3862	943.0	292330	1.3863	0.26
1.3863	944.0	292640	1.3863	0.268
1.3863	945.0	292950	1.3863	0.274
1.3868	946.0	293260	1.3863	0.276
1.3865	947.0	293570	1.3863	0.256
1.3865	948.0	293880	1.3863	0.296
1.3863	949.0	294190	1.3863	0.276
1.3865	950.0	294500	1.3863	0.272
1.3865	951.0	294810	1.3863	0.276
1.3868	952.0	295120	1.3863	0.276
1.3868	953.0	295430	1.3863	0.282
1.3862	954.0	295740	1.3863	0.264
1.3864	955.0	296050	1.3863	0.278
1.3864	956.0	296360	1.3863	0.276
1.3864	957.0	296670	1.3863	0.274
1.3864	958.0	296980	1.3863	0.28
1.3855	959.0	297290	1.3863	0.25
1.3859	960.0	297600	1.3863	0.27
1.3859	961.0	297910	1.3863	0.276
1.3863	962.0	298220	1.3863	0.278
1.3867	963.0	298530	1.3863	0.278
1.3867	964.0	298840	1.3863	0.264
1.3863	965.0	299150	1.3863	0.278
1.3863	966.0	299460	1.3863	0.268
1.3865	967.0	299770	1.3863	0.276
1.3866	968.0	300080	1.3863	0.272
1.3866	969.0	300390	1.3863	0.278
1.3869	970.0	300700	1.3863	0.278
1.3868	971.0	301010	1.3863	0.276
1.3868	972.0	301320	1.3863	0.276
1.3865	973.0	301630	1.3863	0.284
1.3865	974.0	301940	1.3863	0.266
1.3862	975.0	302250	1.3863	0.288
1.3864	976.0	302560	1.3863	0.276
1.3864	977.0	302870	1.3863	0.266
1.3859	978.0	303180	1.3863	0.276
1.3859	979.0	303490	1.3863	0.27
1.3861	980.0	303800	1.3863	0.272
1.3864	981.0	304110	1.3863	0.278
1.3864	982.0	304420	1.3863	0.278
1.3866	983.0	304730	1.3863	0.262
1.3862	984.0	305040	1.3863	0.276
1.3862	985.0	305350	1.3863	0.268
1.3862	986.0	305660	1.3863	0.278
1.3862	987.0	305970	1.3863	0.274
1.3862	988.0	306280	1.3863	0.264
1.3867	989.0	306590	1.3863	0.276
1.3867	990.0	306900	1.3863	0.272
1.3869	991.0	307210	1.3863	0.276
1.3863	992.0	307520	1.3863	0.276
1.3863	993.0	307830	1.3863	0.262
1.3865	994.0	308140	1.3863	0.28
1.3865	995.0	308450	1.3863	0.286
1.3868	996.0	308760	1.3863	0.29
1.3866	997.0	309070	1.3863	0.268
1.3866	998.0	309380	1.3863	0.276
1.3864	999.0	309690	1.3863	0.282
1.3861	1000.0	310000	1.3863	0.268

Framework versions

Transformers 4.21.3
Pytorch 1.12.1
Datasets 2.5.1
Tokenizers 0.11.0

Task: multiple choice
Library: transformers
Type: bert
Created: Oct 8, 2022
Updated: Oct 8, 2022