BERiT_2000_2_layers_300_epochs

gngpostalsrvc/BERiT_2000_2_layers_300_epochs

BERiT_2000_2_layers_300_epochs is a fill-mask model from gngpostalsrvc. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Task: Fill-Mask
Library: transformers
License: mit
Model type: roberta
Access: Public
Created: Nov 21, 2022
Updated: Nov 23, 2022
SHA: fe286134

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Model card

From the Hugging Face model README

BERiT_2000_2_layers_300_epochs

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

Loss: 5.0648

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: 0.0005
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: 300
label_smoothing_factor: 0.2

Training results

Training Loss	Epoch	Step	Validation Loss
14.9639	0.19	500	8.4999
7.8976	0.39	1000	7.3944
7.3281	0.58	1500	7.1320
7.1202	0.77	2000	7.0376
7.0738	0.97	2500	7.0277
7.0327	1.16	3000	6.9313
6.9775	1.36	3500	6.8580
6.9568	1.55	4000	6.7909
6.9242	1.74	4500	6.7869
6.8842	1.94	5000	6.7403
6.8904	2.13	5500	6.7860
6.8757	2.32	6000	6.7235
6.8164	2.52	6500	6.7383
6.8439	2.71	7000	6.6904
6.8074	2.9	7500	6.7116
6.79	3.1	8000	6.6995
6.7915	3.29	8500	6.6930
6.7664	3.49	9000	6.6794
6.7822	3.68	9500	6.6467
6.7585	3.87	10000	6.6787
6.7784	4.07	10500	6.6596
6.7344	4.26	11000	6.6315
6.7374	4.45	11500	6.7104
6.7309	4.65	12000	6.6566
6.728	4.84	12500	6.6726
6.7154	5.03	13000	6.6502
6.7159	5.23	13500	6.6477
6.7114	5.42	14000	6.6440
6.7111	5.62	14500	6.6685
6.7038	5.81	15000	6.6363
6.7037	6.0	15500	6.6036
6.7	6.2	16000	6.6199
6.6864	6.39	16500	6.5995
6.6944	6.58	17000	6.6211
6.6743	6.78	17500	6.6274
6.6519	6.97	18000	6.5919
6.6707	7.16	18500	6.6141
6.6722	7.36	19000	6.5356
6.6695	7.55	19500	6.5895
6.6699	7.75	20000	6.5913
6.6783	7.94	20500	6.6037
6.651	8.13	21000	6.6032
6.6415	8.33	21500	6.5818
6.6485	8.52	22000	6.5829
6.6232	8.71	22500	6.6029
6.6407	8.91	23000	6.5676
6.6265	9.1	23500	6.6313
6.6436	9.3	24000	6.5415
6.6196	9.49	24500	6.5655
6.6093	9.68	25000	6.5663
6.6354	9.88	25500	6.5946
6.6202	10.07	26000	6.5805
6.5849	10.26	26500	6.5799
6.6035	10.46	27000	6.5763
6.5922	10.65	27500	6.5716
6.5924	10.84	28000	6.5744
6.6083	11.04	28500	6.5326
6.5896	11.23	29000	6.5797
6.607	11.43	29500	6.5312
6.5942	11.62	30000	6.5917
6.5863	11.81	30500	6.5619
6.5841	12.01	31000	6.5590
6.548	12.2	31500	6.4872
6.5831	12.39	32000	6.5914
6.5577	12.59	32500	6.5784
6.5585	12.78	33000	6.5267
6.5722	12.97	33500	6.5539
6.5832	13.17	34000	6.5535
6.5704	13.36	34500	6.5624
6.5437	13.56	35000	6.5531
6.5492	13.75	35500	6.5616
6.5437	13.94	36000	6.5502
6.5652	14.14	36500	6.4985
6.5573	14.33	37000	6.5386
6.5523	14.52	37500	6.4916
6.5636	14.72	38000	6.5613
6.5485	14.91	38500	6.5201
6.5424	15.1	39000	6.5921
6.5429	15.3	39500	6.5397
6.5518	15.49	40000	6.5255
6.5362	15.69	40500	6.5129
6.5329	15.88	41000	6.5395
6.535	16.07	41500	6.5706
6.5367	16.27	42000	6.5382
6.5227	16.46	42500	6.5180
6.5019	16.65	43000	6.5454
6.5536	16.85	43500	6.5399
6.52	17.04	44000	6.5285
6.5117	17.23	44500	6.5488
6.5367	17.43	45000	6.5246
6.5167	17.62	45500	6.5400
6.531	17.82	46000	6.5299
6.5273	18.01	46500	6.4898
6.5035	18.2	47000	6.5093
6.4885	18.4	47500	6.5586
6.5234	18.59	48000	6.5677
6.5092	18.78	48500	6.4785
6.4866	18.98	49000	6.4909
6.4985	19.17	49500	6.5219
6.5003	19.36	50000	6.4935
6.5253	19.56	50500	6.4785
6.486	19.75	51000	6.5521
6.4977	19.95	51500	6.5230
6.4825	20.14	52000	6.5060
6.4925	20.33	52500	6.4851
6.5028	20.53	53000	6.5300
6.5019	20.72	53500	6.5044
6.4749	20.91	54000	6.4900
6.4724	21.11	54500	6.5211
6.4873	21.3	55000	6.4883
6.4979	21.49	55500	6.4993
6.4646	21.69	56000	6.5576
6.4888	21.88	56500	6.4719
6.4996	22.08	57000	6.4848
6.4694	22.27	57500	6.5130
6.4757	22.46	58000	6.4858
6.4744	22.66	58500	6.5284
6.4807	22.85	59000	6.4736
6.4873	23.04	59500	6.4829
6.4797	23.24	60000	6.5185
6.4675	23.43	60500	6.4920
6.4905	23.63	61000	6.5365
6.4659	23.82	61500	6.4717
6.4703	24.01	62000	6.4980
6.4654	24.21	62500	6.4492
6.4724	24.4	63000	6.5132
6.4939	24.59	63500	6.4642
6.4732	24.79	64000	6.4902
6.4781	24.98	64500	6.5341
6.4691	25.17	65000	6.5106
6.4644	25.37	65500	6.4463
6.4525	25.56	66000	6.4763
6.4423	25.76	66500	6.5226
6.4658	25.95	67000	6.4581
6.4624	26.14	67500	6.4748
6.4731	26.34	68000	6.4762
6.4381	26.53	68500	6.5184
6.4375	26.72	69000	6.4998
6.4559	26.92	69500	6.4751
6.4663	27.11	70000	6.4946
6.4551	27.3	70500	6.4495
6.4464	27.5	71000	6.4861
6.451	27.69	71500	6.4741
6.4491	27.89	72000	6.4275
6.4506	28.08	72500	6.4864
6.4262	28.27	73000	6.4839
6.4261	28.47	73500	6.4835
6.4408	28.66	74000	6.5073
6.4402	28.85	74500	6.4586
6.4414	29.05	75000	6.4639
6.453	29.24	75500	6.4764
6.4362	29.43	76000	6.5098
6.4262	29.63	76500	6.5176
6.4057	29.82	77000	6.5080
6.4393	30.02	77500	6.5053
6.4385	30.21	78000	6.4954
6.4592	30.4	78500	6.4517
6.4472	30.6	79000	6.4609
6.4099	30.79	79500	6.4770
6.3925	30.98	80000	6.4189
6.4423	31.18	80500	6.4781
6.4236	31.37	81000	6.4723
6.4315	31.56	81500	6.4890
6.4529	31.76	82000	6.5073
6.4292	31.95	82500	6.4460
6.4164	32.15	83000	6.4271
6.4124	32.34	83500	6.4864
6.4447	32.53	84000	6.4518
6.4161	32.73	84500	6.4543
6.4326	32.92	85000	6.4600
6.4209	33.11	85500	6.4686
6.4177	33.31	86000	6.4313
6.4317	33.5	86500	6.4893
6.4133	33.69	87000	6.4604
6.4331	33.89	87500	6.4411
6.4114	34.08	88000	6.4409
6.4202	34.28	88500	6.4300
6.4162	34.47	89000	6.4780
6.4305	34.66	89500	6.4473
6.412	34.86	90000	6.4621
6.4032	35.05	90500	6.4874
6.412	35.24	91000	6.4883
6.4088	35.44	91500	6.4290
6.4289	35.63	92000	6.4539
6.4101	35.82	92500	6.4571
6.3897	36.02	93000	6.4450
6.4122	36.21	93500	6.4488
6.412	36.41	94000	6.3988
6.4063	36.6	94500	6.4681
6.3905	36.79	95000	6.4018
6.3934	36.99	95500	6.4391
6.408	37.18	96000	6.4483
6.3968	37.37	96500	6.4651
6.3998	37.57	97000	6.4358
6.4061	37.76	97500	6.4524
6.4006	37.96	98000	6.4354
6.3871	38.15	98500	6.4286
6.3776	38.34	99000	6.4578
6.3997	38.54	99500	6.4358
6.3885	38.73	100000	6.4644
6.3923	38.92	100500	6.3955
6.3919	39.12	101000	6.4924
6.3814	39.31	101500	6.4437
6.3766	39.5	102000	6.4097
6.3889	39.7	102500	6.4231
6.3734	39.89	103000	6.4379
6.3926	40.09	103500	6.4474
6.3809	40.28	104000	6.4393
6.3738	40.47	104500	6.4199
6.3844	40.67	105000	6.4535
6.3654	40.86	105500	6.4676
6.3874	41.05	106000	6.4541
6.3622	41.25	106500	6.4522
6.3853	41.44	107000	6.4509
6.3858	41.63	107500	6.4682
6.3865	41.83	108000	6.3627
6.3838	42.02	108500	6.4209
6.3637	42.22	109000	6.4610
6.3836	42.41	109500	6.3808
6.3948	42.6	110000	6.4302
6.3619	42.8	110500	6.3986
6.3796	42.99	111000	6.3878
6.3881	43.18	111500	6.4563
6.3632	43.38	112000	6.4063
6.3509	43.57	112500	6.4481
6.3744	43.76	113000	6.4299
6.3418	43.96	113500	6.4200
6.3549	44.15	114000	6.4137
6.3534	44.35	114500	6.4691
6.3744	44.54	115000	6.4370
6.3637	44.73	115500	6.4239
6.3501	44.93	116000	6.4384
6.3738	45.12	116500	6.4248
6.3483	45.31	117000	6.4041
6.3908	45.51	117500	6.3876
6.3513	45.7	118000	6.3860
6.3587	45.89	118500	6.4781
6.3611	46.09	119000	6.4386
6.3418	46.28	119500	6.4188
6.3704	46.48	120000	6.3844
6.3775	46.67	120500	6.4102
6.3553	46.86	121000	6.4203
6.354	47.06	121500	6.3956
6.3586	47.25	122000	6.4365
6.3356	47.44	122500	6.4153
6.3627	47.64	123000	6.3749
6.3702	47.83	123500	6.4489
6.3356	48.02	124000	6.3944
6.3327	48.22	124500	6.3973
6.3545	48.41	125000	6.4039
6.358	48.61	125500	6.3921
6.3531	48.8	126000	6.4135
6.342	48.99	126500	6.4222
6.3625	49.19	127000	6.3813
6.3484	49.38	127500	6.4016
6.3492	49.57	128000	6.3944
6.3362	49.77	128500	6.4191
6.3495	49.96	129000	6.4099
6.3403	50.15	129500	6.3868
6.3231	50.35	130000	6.4068
6.3481	50.54	130500	6.4302
6.3641	50.74	131000	6.4025
6.3269	50.93	131500	6.3723
6.3605	51.12	132000	6.3974
6.3329	51.32	132500	6.4281
6.3783	51.51	133000	6.3982
6.3234	51.7	133500	6.3957
6.3497	51.9	134000	6.3913
6.3313	52.09	134500	6.4325
6.348	52.29	135000	6.3923
6.3291	52.48	135500	6.3462
6.3503	52.67	136000	6.3498
6.3202	52.87	136500	6.4250
6.3419	53.06	137000	6.3549
6.3375	53.25	137500	6.3781
6.3492	53.45	138000	6.3718
6.3237	53.64	138500	6.3962
6.328	53.83	139000	6.3892
6.3251	54.03	139500	6.4056
6.3297	54.22	140000	6.3886
6.328	54.42	140500	6.4028
6.3233	54.61	141000	6.3649
6.3379	54.8	141500	6.4070
6.3152	55.0	142000	6.4084
6.3409	55.19	142500	6.3630
6.3249	55.38	143000	6.3896
6.3148	55.58	143500	6.3882
6.3256	55.77	144000	6.3662
6.3176	55.96	144500	6.3843
6.295	56.16	145000	6.3652
6.3331	56.35	145500	6.4390
6.314	56.55	146000	6.3578
6.3305	56.74	146500	6.3335
6.3614	56.93	147000	6.3514
6.3556	57.13	147500	6.3592
6.3171	57.32	148000	6.3760
6.2904	57.51	148500	6.3886
6.3402	57.71	149000	6.3818
6.3265	57.9	149500	6.3572
6.3293	58.09	150000	6.3144
6.3169	58.29	150500	6.3792
6.3188	58.48	151000	6.3777
6.31	58.68	151500	6.3524
6.3091	58.87	152000	6.3450
6.2778	59.06	152500	6.3745
6.3019	59.26	153000	6.3503
6.293	59.45	153500	6.3432
6.3083	59.64	154000	6.3699
6.3324	59.84	154500	6.3354
6.3273	60.03	155000	6.3313
6.3186	60.22	155500	6.3619
6.296	60.42	156000	6.3852
6.3293	60.61	156500	6.3197
6.3143	60.81	157000	6.3526
6.3262	61.0	157500	6.3637
6.3045	61.19	158000	6.3603
6.2767	61.39	158500	6.4061
6.3032	61.58	159000	6.3877
6.2984	61.77	159500	6.4006
6.2887	61.97	160000	6.3599
6.2977	62.16	160500	6.3598
6.2865	62.35	161000	6.3446
6.3158	62.55	161500	6.3216
6.2867	62.74	162000	6.3698
6.2886	62.94	162500	6.3701
6.2752	63.13	163000	6.3066
6.2996	63.32	163500	6.3188
6.2919	63.52	164000	6.3131
6.3029	63.71	164500	6.2848
6.3074	63.9	165000	6.3071
6.2801	64.1	165500	6.3065
6.278	64.29	166000	6.2901
6.2701	64.48	166500	6.3544
6.2851	64.68	167000	6.3970
6.2829	64.87	167500	6.3621
6.2734	65.07	168000	6.3246
6.2982	65.26	168500	6.3342
6.2894	65.45	169000	6.3202
6.3093	65.65	169500	6.2975
6.2948	65.84	170000	6.3127
6.2872	66.03	170500	6.3311
6.267	66.23	171000	6.3159
6.2776	66.42	171500	6.2875
6.2794	66.62	172000	6.3315
6.2785	66.81	172500	6.3520
6.273	67.0	173000	6.3275
6.2821	67.2	173500	6.3348
6.2906	67.39	174000	6.2945
6.2839	67.58	174500	6.3456
6.272	67.78	175000	6.2964
6.2615	67.97	175500	6.3155
6.2838	68.16	176000	6.2967
6.2844	68.36	176500	6.3465
6.2554	68.55	177000	6.2919
6.3059	68.75	177500	6.2598
6.2793	68.94	178000	6.3347
6.2826	69.13	178500	6.2848
6.2609	69.33	179000	6.3692
6.2544	69.52	179500	6.3168
6.247	69.71	180000	6.3294
6.2493	69.91	180500	6.3097
6.2649	70.1	181000	6.3144
6.2606	70.29	181500	6.2910
6.2736	70.49	182000	6.3298
6.2425	70.68	182500	6.2905
6.25	70.88	183000	6.3027
6.2808	71.07	183500	6.2956
6.2782	71.26	184000	6.2946
6.2733	71.46	184500	6.2950
6.2669	71.65	185000	6.3152
6.2396	71.84	185500	6.3045
6.2881	72.04	186000	6.2768
6.2551	72.23	186500	6.2618
6.2352	72.42	187000	6.2557
6.2641	72.62	187500	6.2660
6.2432	72.81	188000	6.2997
6.2313	73.01	188500	6.3202
6.2562	73.2	189000	6.2877
6.2565	73.39	189500	6.2659
6.2728	73.59	190000	6.2763
6.2418	73.78	190500	6.2567
6.2704	73.97	191000	6.2568
6.2519	74.17	191500	6.2518
6.2794	74.36	192000	6.2631
6.2542	74.55	192500	6.2913
6.2501	74.75	193000	6.2927
6.2576	74.94	193500	6.2690
6.2661	75.14	194000	6.2881
6.2403	75.33	194500	6.2597
6.2379	75.52	195000	6.2629
6.2377	75.72	195500	6.2682
6.2115	75.91	196000	6.3002
6.226	76.1	196500	6.2506
6.2485	76.3	197000	6.2723
6.2326	76.49	197500	6.3033
6.2481	76.68	198000	6.2514
6.2526	76.88	198500	6.2639
6.2514	77.07	199000	6.2670
6.2308	77.27	199500	6.2644
6.2482	77.46	200000	6.2931
6.2278	77.65	200500	6.2476
6.2441	77.85	201000	6.1998
6.2328	78.04	201500	6.2583
6.241	78.23	202000	6.2229
6.2148	78.43	202500	6.2684
6.2262	78.62	203000	6.2946
6.2563	78.81	203500	6.2377
6.2019	79.01	204000	6.2411
6.2158	79.2	204500	6.2526
6.2382	79.4	205000	6.2308
6.2263	79.59	205500	6.2544
6.2097	79.78	206000	6.2356
6.2072	79.98	206500	6.2554
6.216	80.17	207000	6.2388
6.2019	80.36	207500	6.2589
6.2537	80.56	208000	6.2347
6.2253	80.75	208500	6.2654
6.2352	80.95	209000	6.1939
6.2309	81.14	209500	6.2902
6.1946	81.33	210000	6.2101
6.2189	81.53	210500	6.2582
6.2307	81.72	211000	6.2035
6.2137	81.91	211500	6.2357
6.2442	82.11	212000	6.2110
6.2493	82.3	212500	6.1889
6.2164	82.49	213000	6.2404
6.1968	82.69	213500	6.2383
6.2159	82.88	214000	6.2831
6.2115	83.08	214500	6.1869
6.2043	83.27	215000	6.2010
6.2163	83.46	215500	6.2458
6.1923	83.66	216000	6.1991
6.193	83.85	216500	6.2134
6.1885	84.04	217000	6.2060
6.1987	84.24	217500	6.2167
6.2178	84.43	218000	6.2093
6.1902	84.62	218500	6.1998
6.1993	84.82	219000	6.2215
6.1846	85.01	219500	6.2175
6.1994	85.21	220000	6.1620
6.2197	85.4	220500	6.1733
6.1873	85.59	221000	6.2190
6.2143	85.79	221500	6.1990
6.1939	85.98	222000	6.1844
6.2026	86.17	222500	6.1697
6.2153	86.37	223000	6.1711
6.179	86.56	223500	6.1625
6.1904	86.75	224000	6.1856
6.1703	86.95	224500	6.1340
6.1766	87.14	225000	6.2077
6.1807	87.34	225500	6.2494
6.1677	87.53	226000	6.1723
6.1902	87.72	226500	6.1880
6.2089	87.92	227000	6.1989
6.1794	88.11	227500	6.1637
6.1819	88.3	228000	6.1616
6.2141	88.5	228500	6.1359
6.181	88.69	229000	6.1380
6.1806	88.88	229500	6.1295
6.1877	89.08	230000	6.1433
6.1691	89.27	230500	6.1871
6.1444	89.47	231000	6.1767
6.1818	89.66	231500	6.1645
6.1764	89.85	232000	6.1641
6.216	90.05	232500	6.1159
6.1565	90.24	233000	6.1216
6.1665	90.43	233500	6.1386
6.1926	90.63	234000	6.1475
6.1786	90.82	234500	6.1157
6.193	91.01	235000	6.1285
6.1893	91.21	235500	6.1640
6.1677	91.4	236000	6.1405
6.1872	91.6	236500	6.0972
6.153	91.79	237000	6.1382
6.1652	91.98	237500	6.1195
6.1636	92.18	238000	6.0942
6.1589	92.37	238500	6.1100
6.1431	92.56	239000	6.1309
6.157	92.76	239500	6.1527
6.1698	92.95	240000	6.1463
6.1726	93.14	240500	6.1063
6.1638	93.34	241000	6.0897
6.1587	93.53	241500	6.1265
6.1723	93.73	242000	6.1383
6.1472	93.92	242500	6.0735
6.1774	94.11	243000	6.1021
6.1205	94.31	243500	6.1257
6.1624	94.5	244000	6.0797
6.1438	94.69	244500	6.1059
6.1722	94.89	245000	6.1110
6.1602	95.08	245500	6.0810
6.1423	95.27	246000	6.0668
6.1424	95.47	246500	6.1259
6.1472	95.66	247000	6.1133
6.1721	95.86	247500	6.0732
6.1389	96.05	248000	6.1028
6.1246	96.24	248500	6.1174
6.1285	96.44	249000	6.1167
6.1481	96.63	249500	6.0627
6.14	96.82	250000	6.0413
6.1426	97.02	250500	6.1137
6.1138	97.21	251000	6.0706
6.1153	97.41	251500	6.0864
6.1662	97.6	252000	6.0970
6.1157	97.79	252500	6.0543
6.129	97.99	253000	6.0617
6.1257	98.18	253500	6.0196
6.1188	98.37	254000	6.0871
6.1077	98.57	254500	6.0634
6.1202	98.76	255000	6.0254
6.1276	98.95	255500	6.1073
6.1105	99.15	256000	6.0030
6.105	99.34	256500	6.0244
6.1072	99.54	257000	6.0833
6.1061	99.73	257500	6.0157
6.1076	99.92	258000	6.0297
6.1397	100.12	258500	6.0709
6.1106	100.31	259000	6.0028
6.1141	100.5	259500	6.0651
6.1342	100.7	260000	6.0409
6.1062	100.89	260500	5.9981
6.1108	101.08	261000	5.9928
6.1198	101.28	261500	6.0348
6.1311	101.47	262000	6.0392
6.1215	101.67	262500	6.0286
6.0773	101.86	263000	6.0042
6.1002	102.05	263500	6.0400
6.084	102.25	264000	6.0476
6.1023	102.44	264500	6.0125
6.1006	102.63	265000	6.0086
6.1284	102.83	265500	5.9758
6.1001	103.02	266000	6.0136
6.1029	103.21	266500	5.9535
6.085	103.41	267000	5.9307
6.085	103.6	267500	5.9810
6.0918	103.8	268000	5.9972
6.0899	103.99	268500	6.0040
6.108	104.18	269000	5.9606
6.0835	104.38	269500	6.0150
6.0984	104.57	270000	5.9414
6.0727	104.76	270500	5.9904
6.0962	104.96	271000	5.9662
6.0813	105.15	271500	5.9947
6.105	105.34	272000	5.9831
6.0765	105.54	272500	6.0098
6.0748	105.73	273000	5.9466
6.0643	105.93	273500	5.9434
6.0818	106.12	274000	5.9881
6.0775	106.31	274500	6.0043
6.088	106.51	275000	5.9833
6.0981	106.7	275500	5.9426
6.0565	106.89	276000	5.9937
6.0769	107.09	276500	5.9498
6.0615	107.28	277000	5.9442
6.0802	107.47	277500	5.9181
6.0732	107.67	278000	5.9088
6.0626	107.86	278500	5.9383
6.0914	108.06	279000	5.9347
6.0359	108.25	279500	5.9666
6.0672	108.44	280000	5.9783
6.0726	108.64	280500	5.8990
6.0677	108.83	281000	5.9633
6.0641	109.02	281500	5.9010
6.0415	109.22	282000	5.9579
6.0544	109.41	282500	5.9360
6.0775	109.6	283000	5.9221
6.0786	109.8	283500	5.8871
6.0598	109.99	284000	5.9277
6.0783	110.19	284500	5.9164
6.0499	110.38	285000	5.9539
6.0655	110.57	285500	5.8884
6.054	110.77	286000	5.8377
6.0548	110.96	286500	5.8962
6.0543	111.15	287000	5.9042
6.0446	111.35	287500	5.9362
6.0429	111.54	288000	5.9378
6.0564	111.74	288500	5.9262
6.0559	111.93	289000	5.8897
6.0267	112.12	289500	5.8988
6.0402	112.32	290000	5.8629
6.0353	112.51	290500	5.8836
6.0337	112.7	291000	5.9077
6.0556	112.9	291500	5.8944
6.006	113.09	292000	5.8421
6.0253	113.28	292500	5.8627
6.0431	113.48	293000	5.8871
6.0452	113.67	293500	5.9370
6.0406	113.87	294000	5.8726
6.0383	114.06	294500	5.8940
6.0168	114.25	295000	5.9241
6.0144	114.45	295500	5.8618
6.0422	114.64	296000	5.8867
6.0353	114.83	296500	5.8656
6.0176	115.03	297000	5.8710
6.0351	115.22	297500	5.8750
6.0387	115.41	298000	5.8251
6.0369	115.61	298500	5.8821
5.9935	115.8	299000	5.8763
6.0324	116.0	299500	5.8195
6.016	116.19	300000	5.9093
6.0085	116.38	300500	5.8991
6.0163	116.58	301000	5.8530
5.9794	116.77	301500	5.8573
6.0053	116.96	302000	5.8403
5.9691	117.16	302500	5.8189
6.0235	117.35	303000	5.8071
6.0432	117.54	303500	5.7983
6.0167	117.74	304000	5.8640
5.9905	117.93	304500	5.8887
5.9941	118.13	305000	5.8196
6.0021	118.32	305500	5.8368
5.9802	118.51	306000	5.8229
5.9773	118.71	306500	5.8570
5.9757	118.9	307000	5.7777
6.0091	119.09	307500	5.7950
5.9971	119.29	308000	5.8058
5.9846	119.48	308500	5.8305
5.988	119.67	309000	5.7729
5.9825	119.87	309500	5.7965
6.0092	120.06	310000	5.7714
6.0	120.26	310500	5.8226
5.9562	120.45	311000	5.7942
5.9945	120.64	311500	5.7819
5.9627	120.84	312000	5.8089
5.9931	121.03	312500	5.8007
5.9671	121.22	313000	5.8015
6.001	121.42	313500	5.7838
5.983	121.61	314000	5.8071
5.9861	121.8	314500	5.8000
5.9767	122.0	315000	5.7423
5.9704	122.19	315500	5.7823
5.9561	122.39	316000	5.7528
5.9631	122.58	316500	5.7772
5.9732	122.77	317000	5.7773
5.9914	122.97	317500	5.7848
5.987	123.16	318000	5.7447
5.9451	123.35	318500	5.7845
5.9494	123.55	319000	5.7627
5.9717	123.74	319500	5.7585
5.9437	123.93	320000	5.7714
5.9714	124.13	320500	5.7679
5.9405	124.32	321000	5.7276
5.9532	124.52	321500	5.7943
5.9563	124.71	322000	5.7375
5.956	124.9	322500	5.7355
5.9469	125.1	323000	5.7351
5.9721	125.29	323500	5.7592
5.9573	125.48	324000	5.7352
5.9558	125.68	324500	5.7532
5.9481	125.87	325000	5.7344
5.962	126.07	325500	5.7352
5.9668	126.26	326000	5.7034
5.9436	126.45	326500	5.7157
5.9579	126.65	327000	5.7318
5.924	126.84	327500	5.6861
5.9429	127.03	328000	5.7517
5.9263	127.23	328500	5.7812
5.9501	127.42	329000	5.7444
5.9481	127.61	329500	5.6990
5.9563	127.81	330000	5.7232
5.9362	128.0	330500	5.7270
5.9223	128.2	331000	5.7522
5.9314	128.39	331500	5.7059
5.9335	128.58	332000	5.7011
5.9314	128.78	332500	5.7114
5.9476	128.97	333000	5.6984
5.9133	129.16	333500	5.7490
5.9616	129.36	334000	5.7261
5.9224	129.55	334500	5.6712
5.9301	129.74	335000	5.7070
5.9273	129.94	335500	5.6583
5.9176	130.13	336000	5.6984
5.9181	130.33	336500	5.6638
5.9331	130.52	337000	5.6596
5.9161	130.71	337500	5.6462
5.8896	130.91	338000	5.7193
5.906	131.1	338500	5.6919
5.9277	131.29	339000	5.7109
5.917	131.49	339500	5.7309
5.9208	131.68	340000	5.6484
5.9108	131.87	340500	5.7129
5.9192	132.07	341000	5.6477
5.9108	132.26	341500	5.6546
5.8858	132.46	342000	5.6823
5.9272	132.65	342500	5.6619
5.9104	132.84	343000	5.6446
5.8863	133.04	343500	5.6903
5.9221	133.23	344000	5.6717
5.9181	133.42	344500	5.6931
5.8639	133.62	345000	5.6886
5.9569	133.81	345500	5.6852
5.9086	134.0	346000	5.6531
5.9009	134.2	346500	5.6950
5.9131	134.39	347000	5.6686
5.9135	134.59	347500	5.6983
5.9059	134.78	348000	5.6516
5.8808	134.97	348500	5.6244
5.8817	135.17	349000	5.6266
5.8753	135.36	349500	5.6479
5.8801	135.55	350000	5.6431
5.8649	135.75	350500	5.6959
5.8893	135.94	351000	5.6552
5.8809	136.13	351500	5.6294
5.8763	136.33	352000	5.5950
5.8668	136.52	352500	5.6509
5.8815	136.72	353000	5.6334
5.884	136.91	353500	5.6059
5.8801	137.1	354000	5.6690
5.8969	137.3	354500	5.5998
5.8768	137.49	355000	5.6211
5.8703	137.68	355500	5.6612
5.8759	137.88	356000	5.5840
5.8714	138.07	356500	5.5737
5.8848	138.26	357000	5.6426
5.8477	138.46	357500	5.6164
5.8549	138.65	358000	5.6253
5.863	138.85	358500	5.6246
5.8729	139.04	359000	5.6626
5.8503	139.23	359500	5.6267
5.844	139.43	360000	5.6095
5.8388	139.62	360500	5.6281
5.846	139.81	361000	5.6648
5.8621	140.01	361500	5.6222
5.8595	140.2	362000	5.5792
5.8632	140.4	362500	5.5882
5.8598	140.59	363000	5.5988
5.8528	140.78	363500	5.5913
5.8632	140.98	364000	5.5803
5.8408	141.17	364500	5.5976
5.8687	141.36	365000	5.5876
5.8236	141.56	365500	5.6500
5.8713	141.75	366000	5.5915
5.8684	141.94	366500	5.6197
5.8592	142.14	367000	5.5516
5.8548	142.33	367500	5.5978
5.8483	142.53	368000	5.5751
5.8428	142.72	368500	5.6102
5.8305	142.91	369000	5.5387
5.8211	143.11	369500	5.5782
5.8425	143.3	370000	5.5443
5.8089	143.49	370500	5.5261
5.818	143.69	371000	5.5743
5.874	143.88	371500	5.5478
5.7944	144.07	372000	5.5818
5.8595	144.27	372500	5.5393
5.8456	144.46	373000	5.5713
5.8278	144.66	373500	5.5661
5.8337	144.85	374000	5.5628
5.8421	145.04	374500	5.6046
5.8462	145.24	375000	5.5581
5.8205	145.43	375500	5.5547
5.8076	145.62	376000	5.5323
5.8244	145.82	376500	5.5266
5.8509	146.01	377000	5.5014
5.815	146.2	377500	5.5106
5.8371	146.4	378000	5.5998
5.8157	146.59	378500	5.5538
5.8436	146.79	379000	5.5187
5.8205	146.98	379500	5.5724
5.8312	147.17	380000	5.5023
5.8223	147.37	380500	5.5392
5.8202	147.56	381000	5.5574
5.7997	147.75	381500	5.5587
5.824	147.95	382000	5.5293
5.8008	148.14	382500	5.5805
5.8229	148.33	383000	5.5611
5.8047	148.53	383500	5.5052
5.8054	148.72	384000	5.6634
5.805	148.92	384500	5.5414
5.8054	149.11	385000	5.5301
5.8028	149.3	385500	5.5031
5.822	149.5	386000	5.5315
5.7946	149.69	386500	5.5576
5.7915	149.88	387000	5.5596
5.8203	150.08	387500	5.5502
5.7824	150.27	388000	5.5722
5.7706	150.46	388500	5.5451
5.8074	150.66	389000	5.5307
5.8216	150.85	389500	5.5555
5.7996	151.05	390000	5.5039
5.8076	151.24	390500	5.5535
5.7969	151.43	391000	5.5254
5.7884	151.63	391500	5.5390
5.7691	151.82	392000	5.5186
5.7964	152.01	392500	5.5439
5.7907	152.21	393000	5.5262
5.7896	152.4	393500	5.5059
5.7943	152.59	394000	5.5126
5.81	152.79	394500	5.4547
5.7981	152.98	395000	5.5141
5.7845	153.18	395500	5.5964
5.7919	153.37	396000	5.4650
5.8165	153.56	396500	5.5123
5.7675	153.76	397000	5.5191
5.7473	153.95	397500	5.5018
5.7774	154.14	398000	5.4447
5.7875	154.34	398500	5.4997
5.7614	154.53	399000	5.5125
5.7704	154.73	399500	5.5306
5.8041	154.92	400000	5.4993
5.7729	155.11	400500	5.5061
5.7782	155.31	401000	5.4924
5.7788	155.5	401500	5.5045
5.7867	155.69	402000	5.5064
5.7453	155.89	402500	5.4588
5.7694	156.08	403000	5.4874
5.7495	156.27	403500	5.4519
5.7981	156.47	404000	5.5117
5.7725	156.66	404500	5.4655
5.7646	156.86	405000	5.4456
5.7733	157.05	405500	5.4685
5.7618	157.24	406000	5.4861
5.7747	157.44	406500	5.4771
5.742	157.63	407000	5.4824
5.7884	157.82	407500	5.4122
5.7312	158.02	408000	5.4824
5.7584	158.21	408500	5.5168
5.7494	158.4	409000	5.4527
5.7351	158.6	409500	5.4517
5.7571	158.79	410000	5.4462
5.7646	158.99	410500	5.4827
5.7448	159.18	411000	5.4191
5.7008	159.37	411500	5.5147
5.7455	159.57	412000	5.4602
5.7352	159.76	412500	5.4281
5.7438	159.95	413000	5.4478
5.7111	160.15	413500	5.4608
5.742	160.34	414000	5.4418
5.7541	160.53	414500	5.4423
5.7397	160.73	415000	5.4406
5.7393	160.92	415500	5.4741
5.7342	161.12	416000	5.4575
5.7198	161.31	416500	5.3906
5.691	161.5	417000	5.4405
5.7585	161.7	417500	5.4259
5.7279	161.89	418000	5.5081
5.7217	162.08	418500	5.3794
5.7452	162.28	419000	5.4250
5.7226	162.47	419500	5.4700
5.7482	162.66	420000	5.4034
5.7095	162.86	420500	5.4118
5.6917	163.05	421000	5.4417
5.7282	163.25	421500	5.4055
5.7171	163.44	422000	5.4351
5.7424	163.63	422500	5.4415
5.6961	163.83	423000	5.4633
5.7231	164.02	423500	5.4643
5.7365	164.21	424000	5.4110
5.7358	164.41	424500	5.4220
5.7008	164.6	425000	5.4246
5.7353	164.79	425500	5.3805
5.7047	164.99	426000	5.3864
5.701	165.18	426500	5.4106
5.7117	165.38	427000	5.4074
5.7173	165.57	427500	5.4123
5.7192	165.76	428000	5.3903
5.709	165.96	428500	5.4557
5.7064	166.15	429000	5.3853
5.6831	166.34	429500	5.4376
5.6873	166.54	430000	5.4053
5.6988	166.73	430500	5.4159
5.7169	166.92	431000	5.4370
5.7118	167.12	431500	5.3915
5.6992	167.31	432000	5.4012
5.6984	167.51	432500	5.3864
5.6991	167.7	433000	5.3968
5.7088	167.89	433500	5.4048
5.6914	168.09	434000	5.3965
5.6985	168.28	434500	5.4305
5.716	168.47	435000	5.4073
5.7114	168.67	435500	5.3939
5.6991	168.86	436000	5.4275
5.6844	169.05	436500	5.4270
5.6609	169.25	437000	5.3867
5.6984	169.44	437500	5.4050
5.6937	169.64	438000	5.3821
5.7043	169.83	438500	5.4297
5.7031	170.02	439000	5.4376
5.6958	170.22	439500	5.3795
5.658	170.41	440000	5.4534
5.6807	170.6	440500	5.4420
5.6979	170.8	441000	5.4005
5.6782	170.99	441500	5.3995
5.6872	171.19	442000	5.3994
5.6786	171.38	442500	5.3890
5.6815	171.57	443000	5.4163
5.6832	171.77	443500	5.4296
5.6833	171.96	444000	5.3816
5.6773	172.15	444500	5.3820
5.6489	172.35	445000	5.3720
5.6826	172.54	445500	5.3859
5.675	172.73	446000	5.3909
5.6678	172.93	446500	5.3636
5.6802	173.12	447000	5.3338
5.6882	173.32	447500	5.3822
5.6817	173.51	448000	5.3794
5.6744	173.7	448500	5.3187
5.6407	173.9	449000	5.3966
5.6389	174.09	449500	5.3547
5.6648	174.28	450000	5.3423
5.6576	174.48	450500	5.3684
5.6484	174.67	451000	5.3507
5.6705	174.86	451500	5.4060
5.6877	175.06	452000	5.3540
5.6768	175.25	452500	5.3535
5.6693	175.45	453000	5.3339
5.6294	175.64	453500	5.3484
5.6398	175.83	454000	5.3836
5.6617	176.03	454500	5.4004
5.6628	176.22	455000	5.3228
5.6707	176.41	455500	5.3083
5.6593	176.61	456000	5.3822
5.6522	176.8	456500	5.3683
5.6483	176.99	457000	5.3286
5.6352	177.19	457500	5.4293
5.6528	177.38	458000	5.3603
5.6591	177.58	458500	5.3808
5.6799	177.77	459000	5.4076
5.6485	177.96	459500	5.3092
5.6645	178.16	460000	5.3530
5.6401	178.35	460500	5.3411
5.6307	178.54	461000	5.3876
5.6338	178.74	461500	5.3084
5.6684	178.93	462000	5.3771
5.6684	179.12	462500	5.3206
5.6373	179.32	463000	5.3839
5.6817	179.51	463500	5.4119
5.6499	179.71	464000	5.3780
5.6542	179.9	464500	5.4049
5.6648	180.09	465000	5.2990
5.6531	180.29	465500	5.3401
5.6586	180.48	466000	5.4087
5.6261	180.67	466500	5.3383
5.6128	180.87	467000	5.3714
5.6704	181.06	467500	5.3260
5.6429	181.25	468000	5.3600
5.638	181.45	468500	5.3364
5.651	181.64	469000	5.4135
5.6448	181.84	469500	5.4075
5.6273	182.03	470000	5.3312
5.6459	182.22	470500	5.3315
5.6487	182.42	471000	5.3298
5.6669	182.61	471500	5.3472
5.6473	182.8	472000	5.3055
5.6281	183.0	472500	5.2734
5.6327	183.19	473000	5.3361
5.614	183.38	473500	5.3431
5.6216	183.58	474000	5.3655
5.6307	183.77	474500	5.3467
5.6411	183.97	475000	5.4350
5.6219	184.16	475500	5.3125
5.6226	184.35	476000	5.3687
5.6078	184.55	476500	5.3488
5.6096	184.74	477000	5.3533
5.6246	184.93	477500	5.3244
5.618	185.13	478000	5.3299
5.6114	185.32	478500	5.3263
5.5982	185.52	479000	5.3405
5.6245	185.71	479500	5.3282
5.6172	185.9	480000	5.3250
5.5996	186.1	480500	5.3614
5.65	186.29	481000	5.3115
5.6313	186.48	481500	5.3997
5.6252	186.68	482000	5.3107
5.6152	186.87	482500	5.2778
5.6237	187.06	483000	5.3143
5.6066	187.26	483500	5.2831
5.6261	187.45	484000	5.3489
5.6369	187.65	484500	5.3050
5.5793	187.84	485000	5.2617
5.6006	188.03	485500	5.2924
5.5963	188.23	486000	5.2961
5.6163	188.42	486500	5.3068
5.5976	188.61	487000	5.3241
5.6247	188.81	487500	5.3540
5.6252	189.0	488000	5.2798
5.5877	189.19	488500	5.3412
5.6068	189.39	489000	5.3222
5.6096	189.58	489500	5.3245
5.6141	189.78	490000	5.4048
5.6076	189.97	490500	5.3013
5.5593	190.16	491000	5.2765
5.5958	190.36	491500	5.3411
5.6028	190.55	492000	5.3543
5.5886	190.74	492500	5.3400
5.6006	190.94	493000	5.2841
5.5828	191.13	493500	5.3125
5.5995	191.32	494000	5.2710
5.585	191.52	494500	5.3224
5.6109	191.71	495000	5.3154
5.5949	191.91	495500	5.3213
5.5803	192.1	496000	5.3214
5.5996	192.29	496500	5.2980
5.5777	192.49	497000	5.3015
5.6193	192.68	497500	5.3166
5.624	192.87	498000	5.2569
5.5654	193.07	498500	5.2981
5.5593	193.26	499000	5.2812
5.5732	193.45	499500	5.2912
5.6158	193.65	500000	5.3224
5.6012	193.84	500500	5.3529
5.5906	194.04	501000	5.2782
5.5993	194.23	501500	5.2995
5.5731	194.42	502000	5.2697
5.5928	194.62	502500	5.2955
5.5777	194.81	503000	5.2641
5.5753	195.0	503500	5.3061
5.6029	195.2	504000	5.3681
5.563	195.39	504500	5.3171
5.6065	195.58	505000	5.3106
5.574	195.78	505500	5.3547
5.5759	195.97	506000	5.2560
5.5704	196.17	506500	5.3061
5.5619	196.36	507000	5.3233
5.5876	196.55	507500	5.2826
5.5849	196.75	508000	5.3096
5.5938	196.94	508500	5.2849
5.5666	197.13	509000	5.3538
5.5784	197.33	509500	5.2532
5.5893	197.52	510000	5.2387
5.5556	197.71	510500	5.2909
5.5741	197.91	511000	5.4365
5.5713	198.1	511500	5.2402
5.5583	198.3	512000	5.3146
5.5669	198.49	512500	5.2166
5.5523	198.68	513000	5.3176
5.5626	198.88	513500	5.3053
5.5788	199.07	514000	5.2880
5.5682	199.26	514500	5.2790
5.5499	199.46	515000	5.2771
5.5783	199.65	515500	5.2516
5.5425	199.85	516000	5.3402
5.5472	200.04	516500	5.2679
5.5628	200.23	517000	5.2623
5.5635	200.43	517500	5.2496
5.5645	200.62	518000	5.2267
5.5567	200.81	518500	5.3454
5.5591	201.01	519000	5.2430
5.5729	201.2	519500	5.2992
5.582	201.39	520000	5.2823
5.5528	201.59	520500	5.3184
5.5392	201.78	521000	5.2932
5.5632	201.98	521500	5.2308
5.5294	202.17	522000	5.2836
5.5385	202.36	522500	5.2770
5.5388	202.56	523000	5.2804
5.5681	202.75	523500	5.2253
5.5716	202.94	524000	5.2818
5.5572	203.14	524500	5.2616
5.5505	203.33	525000	5.2558
5.5573	203.52	525500	5.3141
5.545	203.72	526000	5.2502
5.5549	203.91	526500	5.2166
5.5498	204.11	527000	5.2486
5.5372	204.3	527500	5.2524
5.5337	204.49	528000	5.2573
5.5462	204.69	528500	5.2399
5.5371	204.88	529000	5.2402
5.5804	205.07	529500	5.2804
5.5265	205.27	530000	5.2506
5.5631	205.46	530500	5.2290
5.5643	205.65	531000	5.2431
5.5289	205.85	531500	5.2717
5.5462	206.04	532000	5.2784
5.5364	206.24	532500	5.3275
5.5203	206.43	533000	5.3078
5.5612	206.62	533500	5.2713
5.5461	206.82	534000	5.2105
5.4844	207.01	534500	5.2427
5.5281	207.2	535000	5.2753
5.5524	207.4	535500	5.2430
5.5413	207.59	536000	5.2350
5.5157	207.78	536500	5.2656
5.538	207.98	537000	5.2013
5.5398	208.17	537500	5.2710
5.536	208.37	538000	5.2514
5.5077	208.56	538500	5.2851
5.5267	208.75	539000	5.2317
5.5379	208.95	539500	5.2661
5.5261	209.14	540000	5.2653
5.5028	209.33	540500	5.2561
5.5209	209.53	541000	5.2058
5.4972	209.72	541500	5.2360
5.5079	209.91	542000	5.1901
5.4981	210.11	542500	5.2492
5.542	210.3	543000	5.2457
5.5527	210.5	543500	5.2126
5.5133	210.69	544000	5.2157
5.5217	210.88	544500	5.2405
5.5288	211.08	545000	5.2562
5.5165	211.27	545500	5.2422
5.524	211.46	546000	5.2168
5.5541	211.66	546500	5.1961
5.514	211.85	547000	5.2531
5.5246	212.04	547500	5.2418
5.4989	212.24	548000	5.2581
5.4825	212.43	548500	5.1648
5.5009	212.63	549000	5.1800
5.5621	212.82	549500	5.2023
5.5356	213.01	550000	5.2142
5.4894	213.21	550500	5.2415
5.5265	213.4	551000	5.1678
5.5408	213.59	551500	5.1895
5.5226	213.79	552000	5.2287
5.5282	213.98	552500	5.2413
5.4997	214.18	553000	5.2408
5.5177	214.37	553500	5.1881
5.5186	214.56	554000	5.2222
5.5227	214.76	554500	5.2009
5.5002	214.95	555000	5.2383
5.5174	215.14	555500	5.2386
5.5308	215.34	556000	5.1832
5.4914	215.53	556500	5.2360
5.4864	215.72	557000	5.1961
5.5116	215.92	557500	5.2403
5.5065	216.11	558000	5.2019
5.4919	216.31	558500	5.2194
5.519	216.5	559000	5.2472
5.5075	216.69	559500	5.2192
5.5181	216.89	560000	5.2218
5.5015	217.08	560500	5.2167
5.487	217.27	561000	5.2329
5.5179	217.47	561500	5.2464
5.4807	217.66	562000	5.2115
5.4998	217.85	562500	5.2462
5.5032	218.05	563000	5.2216
5.5031	218.24	563500	5.2147
5.5083	218.44	564000	5.2162
5.5038	218.63	564500	5.1412
5.4659	218.82	565000	5.2629
5.4794	219.02	565500	5.2163
5.4744	219.21	566000	5.1878
5.5054	219.4	566500	5.2107
5.4841	219.6	567000	5.2308
5.4891	219.79	567500	5.2575
5.4531	219.98	568000	5.1906
5.4901	220.18	568500	5.1901
5.4622	220.37	569000	5.2440
5.4799	220.57	569500	5.2478
5.4893	220.76	570000	5.1878
5.4961	220.95	570500	5.2147
5.508	221.15	571000	5.2494
5.4665	221.34	571500	5.2317
5.473	221.53	572000	5.2471
5.4754	221.73	572500	5.2230
5.4629	221.92	573000	5.2310
5.4941	222.11	573500	5.2487
5.5063	222.31	574000	5.1748
5.5031	222.5	574500	5.2017
5.4775	222.7	575000	5.1819
5.477	222.89	575500	5.2201
5.4974	223.08	576000	5.1915
5.471	223.28	576500	5.1601
5.4968	223.47	577000	5.1940
5.4802	223.66	577500	5.2094
5.4807	223.86	578000	5.2069
5.4802	224.05	578500	5.2246
5.4408	224.24	579000	5.1933
5.4635	224.44	579500	5.2526
5.4835	224.63	580000	5.1989
5.4697	224.83	580500	5.2130
5.4673	225.02	581000	5.2051
5.4653	225.21	581500	5.1684
5.4683	225.41	582000	5.2201
5.4597	225.6	582500	5.1634
5.4624	225.79	583000	5.1864
5.4818	225.99	583500	5.1758
5.4521	226.18	584000	5.2370
5.4829	226.37	584500	5.2197
5.4561	226.57	585000	5.1673
5.4604	226.76	585500	5.1525
5.4836	226.96	586000	5.2036
5.4556	227.15	586500	5.1597
5.4375	227.34	587000	5.1354
5.4542	227.54	587500	5.2094
5.4633	227.73	588000	5.1696
5.4631	227.92	588500	5.1048
5.4789	228.12	589000	5.1532
5.4708	228.31	589500	5.1899
5.4747	228.51	590000	5.2007
5.4562	228.7	590500	5.1649
5.4412	228.89	591000	5.1794
5.477	229.09	591500	5.1865
5.4415	229.28	592000	5.1394
5.4898	229.47	592500	5.1865
5.4986	229.67	593000	5.1977
5.4623	229.86	593500	5.1879
5.444	230.05	594000	5.1844
5.4514	230.25	594500	5.2079
5.4847	230.44	595000	5.2058
5.4936	230.64	595500	5.2204
5.4266	230.83	596000	5.1847
5.4596	231.02	596500	5.1775
5.4662	231.22	597000	5.2368
5.4447	231.41	597500	5.1629
5.4276	231.6	598000	5.0777
5.4758	231.8	598500	5.1242
5.4492	231.99	599000	5.1298
5.4386	232.18	599500	5.1472
5.4425	232.38	600000	5.1869
5.4525	232.57	600500	5.1746
5.4361	232.77	601000	5.1657
5.4606	232.96	601500	5.1502
5.4587	233.15	602000	5.1334
5.4491	233.35	602500	5.1452
5.4599	233.54	603000	5.1541
5.4692	233.73	603500	5.1343
5.4423	233.93	604000	5.1430
5.4387	234.12	604500	5.1566
5.4616	234.31	605000	5.1718
5.4678	234.51	605500	5.1338
5.3934	234.7	606000	5.1227
5.4454	234.9	606500	5.1688
5.4402	235.09	607000	5.1094
5.4294	235.28	607500	5.1227
5.448	235.48	608000	5.1407
5.4416	235.67	608500	5.1410
5.4617	235.86	609000	5.1206
5.4332	236.06	609500	5.1739
5.4195	236.25	610000	5.1671
5.4506	236.44	610500	5.1708
5.4235	236.64	611000	5.1622
5.4558	236.83	611500	5.1731
5.4344	237.03	612000	5.1368
5.4159	237.22	612500	5.1689
5.435	237.41	613000	5.1383
5.4408	237.61	613500	5.1235
5.416	237.8	614000	5.1519
5.4317	237.99	614500	5.1538
5.4444	238.19	615000	5.1710
5.4177	238.38	615500	5.1571
5.4352	238.57	616000	5.1401
5.4216	238.77	616500	5.1795
5.4412	238.96	617000	5.1101
5.4403	239.16	617500	5.1405
5.4694	239.35	618000	5.1463
5.4101	239.54	618500	5.1289
5.4316	239.74	619000	5.1274
5.4291	239.93	619500	5.1681
5.4204	240.12	620000	5.1824
5.4092	240.32	620500	5.1620
5.4151	240.51	621000	5.1428
5.4235	240.7	621500	5.1342
5.4342	240.9	622000	5.1091
5.4166	241.09	622500	5.1483
5.4166	241.29	623000	5.1497
5.3939	241.48	623500	5.1323
5.4253	241.67	624000	5.1281
5.3985	241.87	624500	5.1087
5.4103	242.06	625000	5.1538
5.4106	242.25	625500	5.1367
5.4258	242.45	626000	5.0969
5.434	242.64	626500	5.1474
5.4158	242.84	627000	5.0803
5.4053	243.03	627500	5.1300
5.4355	243.22	628000	5.1774
5.4214	243.42	628500	5.1289
5.3964	243.61	629000	5.1782
5.4092	243.8	629500	5.1291
5.3865	244.0	630000	5.2033
5.415	244.19	630500	5.1307
5.4053	244.38	631000	5.1285
5.4083	244.58	631500	5.1260
5.4308	244.77	632000	5.1111
5.4088	244.97	632500	5.1473
5.404	245.16	633000	5.1695
5.4006	245.35	633500	5.1438
5.3848	245.55	634000	5.1529
5.4202	245.74	634500	5.1223
5.4029	245.93	635000	5.0946
5.3855	246.13	635500	5.1392
5.4303	246.32	636000	5.1367
5.4033	246.51	636500	5.1017
5.4325	246.71	637000	5.1393
5.4134	246.9	637500	5.1543
5.3986	247.1	638000	5.1309
5.3746	247.29	638500	5.1322
5.4197	247.48	639000	5.1160
5.4235	247.68	639500	5.1321
5.3706	247.87	640000	5.1676
5.4018	248.06	640500	5.1096
5.3822	248.26	641000	5.0967
5.4332	248.45	641500	5.1486
5.3951	248.64	642000	5.1048
5.3899	248.84	642500	5.1297
5.3887	249.03	643000	5.1264
5.3808	249.23	643500	5.1108
5.3934	249.42	644000	5.1363
5.4008	249.61	644500	5.1109
5.4168	249.81	645000	5.1005
5.3844	250.0	645500	5.1302
5.396	250.19	646000	5.1385
5.4019	250.39	646500	5.1112
5.3883	250.58	647000	5.1359
5.3982	250.77	647500	5.1295
5.3858	250.97	648000	5.1397
5.4064	251.16	648500	5.1076
5.3845	251.36	649000	5.1030
5.3977	251.55	649500	5.1283
5.3936	251.74	650000	5.0607
5.3917	251.94	650500	5.1286
5.3857	252.13	651000	5.1203
5.4092	252.32	651500	5.0867
5.3949	252.52	652000	5.0936
5.3909	252.71	652500	5.1033
5.3748	252.9	653000	5.1448
5.36	253.1	653500	5.1007
5.4047	253.29	654000	5.1083
5.3664	253.49	654500	5.1111
5.3728	253.68	655000	5.1023
5.3863	253.87	655500	5.0889
5.3781	254.07	656000	5.0758
5.384	254.26	656500	5.0883
5.3748	254.45	657000	5.1066
5.4297	254.65	657500	5.0840
5.3763	254.84	658000	5.0740
5.3915	255.03	658500	5.0531
5.401	255.23	659000	5.1152
5.4052	255.42	659500	5.1129
5.4131	255.62	660000	5.1075
5.3829	255.81	660500	5.1153
5.3764	256.0	661000	5.1075
5.3757	256.2	661500	5.1077
5.3944	256.39	662000	5.1051
5.3688	256.58	662500	5.0953
5.4085	256.78	663000	5.1339
5.3561	256.97	663500	5.0772
5.3754	257.16	664000	5.1090
5.407	257.36	664500	5.1180
5.3627	257.55	665000	5.1054
5.3866	257.75	665500	5.1373
5.3599	257.94	666000	5.0439
5.3825	258.13	666500	5.0759
5.3584	258.33	667000	5.1097
5.3478	258.52	667500	5.1463
5.3608	258.71	668000	5.1012
5.4128	258.91	668500	5.1192
5.378	259.1	669000	5.0897
5.3831	259.3	669500	5.1095
5.3687	259.49	670000	5.0835
5.3658	259.68	670500	5.0947
5.3531	259.88	671000	5.0795
5.3745	260.07	671500	5.1075
5.4171	260.26	672000	5.1051
5.3669	260.46	672500	5.1055
5.4015	260.65	673000	5.1121
5.3423	260.84	673500	5.1391
5.3811	261.04	674000	5.0921
5.3607	261.23	674500	5.1021
5.3556	261.43	675000	5.0886
5.3887	261.62	675500	5.0489
5.3793	261.81	676000	5.1188
5.3871	262.01	676500	5.1047
5.3597	262.2	677000	5.1699
5.3839	262.39	677500	5.0961
5.3735	262.59	678000	5.1041
5.3725	262.78	678500	5.0690
5.3593	262.97	679000	5.0925
5.3571	263.17	679500	5.0774
5.3717	263.36	680000	5.1172
5.3609	263.56	680500	5.0873
5.3773	263.75	681000	5.1073
5.381	263.94	681500	5.0893
5.3406	264.14	682000	5.0634
5.383	264.33	682500	5.0769
5.3703	264.52	683000	5.0812
5.3568	264.72	683500	5.0918
5.3321	264.91	684000	5.1248
5.3735	265.1	684500	5.0733
5.3796	265.3	685000	5.0809
5.3352	265.49	685500	5.1017
5.3727	265.69	686000	5.0930
5.3333	265.88	686500	5.0893
5.3516	266.07	687000	5.1134
5.3768	266.27	687500	5.0761
5.3685	266.46	688000	5.0557
5.3604	266.65	688500	5.0616
5.3663	266.85	689000	5.0996
5.3756	267.04	689500	5.0806
5.3703	267.23	690000	5.0482
5.3772	267.43	690500	5.0874
5.3504	267.62	691000	5.0664
5.3695	267.82	691500	5.0752
5.3701	268.01	692000	5.0659
5.3811	268.2	692500	5.1069
5.3568	268.4	693000	5.0801
5.3752	268.59	693500	5.0727
5.3718	268.78	694000	5.0704
5.3419	268.98	694500	5.0735
5.3343	269.17	695000	5.0845
5.3348	269.36	695500	5.0549
5.3558	269.56	696000	5.0596
5.3729	269.75	696500	5.0374
5.3514	269.95	697000	5.0976
5.36	270.14	697500	5.0621
5.3763	270.33	698000	5.0889
5.3516	270.53	698500	5.0927
5.3824	270.72	699000	5.0988
5.3635	270.91	699500	5.0921
5.3366	271.11	700000	5.0688
5.358	271.3	700500	5.0585
5.37	271.49	701000	5.0990
5.3629	271.69	701500	5.1258
5.347	271.88	702000	5.0644
5.3331	272.08	702500	5.0988
5.3516	272.27	703000	5.0773
5.3345	272.46	703500	5.0567
5.3495	272.66	704000	5.1025
5.3315	272.85	704500	5.0231
5.3698	273.04	705000	5.0677
5.347	273.24	705500	5.0602
5.3708	273.43	706000	5.0575
5.3065	273.63	706500	5.0442
5.3453	273.82	707000	5.0758
5.3408	274.01	707500	5.0838
5.3429	274.21	708000	5.0919
5.342	274.4	708500	5.0556
5.3612	274.59	709000	5.0716
5.3666	274.79	709500	5.0837
5.3473	274.98	710000	5.0536
5.3684	275.17	710500	5.0759
5.3545	275.37	711000	5.0618
5.3424	275.56	711500	5.0807
5.3489	275.76	712000	5.0750
5.3409	275.95	712500	5.0264
5.3136	276.14	713000	5.0516
5.3393	276.34	713500	5.0836
5.3348	276.53	714000	5.0567
5.3743	276.72	714500	5.0857
5.3356	276.92	715000	5.0667
5.3431	277.11	715500	5.0481
5.3539	277.3	716000	5.0604
5.3587	277.5	716500	5.0900
5.3671	277.69	717000	5.0950
5.3414	277.89	717500	5.0792
5.3247	278.08	718000	5.0677
5.348	278.27	718500	5.0357
5.3521	278.47	719000	5.0454
5.3353	278.66	719500	5.0591
5.3691	278.85	720000	5.0540
5.3516	279.05	720500	5.0605
5.3626	279.24	721000	5.0448
5.3586	279.43	721500	5.0610
5.3456	279.63	722000	5.0509
5.3334	279.82	722500	5.0505
5.3487	280.02	723000	5.0647
5.3585	280.21	723500	5.0700
5.3031	280.4	724000	5.0509
5.3425	280.6	724500	5.0527
5.3564	280.79	725000	5.0422
5.3275	280.98	725500	5.0818
5.3389	281.18	726000	5.0567
5.3327	281.37	726500	5.0413
5.3321	281.56	727000	5.0821
5.3523	281.76	727500	5.0261
5.3471	281.95	728000	5.0301
5.3497	282.15	728500	5.0944
5.3607	282.34	729000	5.0698
5.3229	282.53	729500	5.0782
5.3291	282.73	730000	5.0224
5.3465	282.92	730500	5.0285
5.3333	283.11	731000	5.0422
5.3303	283.31	731500	5.0738
5.344	283.5	732000	5.0664
5.3354	283.69	732500	5.0302
5.3657	283.89	733000	5.0333
5.3483	284.08	733500	5.0612
5.336	284.28	734000	5.0713
5.3131	284.47	734500	5.0794
5.3473	284.66	735000	5.0451
5.3139	284.86	735500	5.0408
5.3561	285.05	736000	5.0525
5.3515	285.24	736500	5.0468
5.3405	285.44	737000	5.0607
5.3363	285.63	737500	5.0528
5.3144	285.82	738000	5.0766
5.3563	286.02	738500	5.0321
5.3151	286.21	739000	5.0005
5.3374	286.41	739500	5.0595
5.3336	286.6	740000	5.0523
5.3383	286.79	740500	5.0394
5.3445	286.99	741000	5.0588
5.3431	287.18	741500	5.0369
5.3277	287.37	742000	5.0628
5.3357	287.57	742500	5.0469
5.3348	287.76	743000	5.0368
5.3445	287.96	743500	5.0085
5.3292	288.15	744000	5.0724
5.3213	288.34	744500	5.0137
5.3251	288.54	745000	5.0576
5.3222	288.73	745500	5.0740
5.3121	288.92	746000	5.0114
5.3232	289.12	746500	5.0531
5.3315	289.31	747000	5.0426
5.3392	289.5	747500	5.0531
5.3187	289.7	748000	5.0661
5.3701	289.89	748500	5.0260
5.3446	290.09	749000	5.0125
5.3465	290.28	749500	5.0423
5.3283	290.47	750000	5.0366
5.338	290.67	750500	5.0667
5.2954	290.86	751000	5.0613
5.3194	291.05	751500	5.0521
5.3367	291.25	752000	5.0795
5.3469	291.44	752500	5.0709
5.3262	291.63	753000	5.0545
5.3107	291.83	753500	5.0195
5.3104	292.02	754000	5.0633
5.343	292.22	754500	5.0673
5.3171	292.41	755000	5.0391
5.344	292.6	755500	5.0445
5.3257	292.8	756000	5.0666
5.3102	292.99	756500	5.0197
5.3254	293.18	757000	5.0403
5.3494	293.38	757500	5.0233
5.3615	293.57	758000	5.0868
5.2934	293.76	758500	5.0730
5.3434	293.96	759000	5.0714
5.3512	294.15	759500	5.0396
5.3311	294.35	760000	5.0887
5.3422	294.54	760500	5.0571
5.3067	294.73	761000	5.0656
5.3382	294.93	761500	5.0728
5.3367	295.12	762000	5.0628
5.3343	295.31	762500	5.0472
5.3154	295.51	763000	5.0429
5.3099	295.7	763500	5.0384
5.3299	295.89	764000	5.0563
5.312	296.09	764500	5.0682
5.3282	296.28	765000	5.0360
5.3336	296.48	765500	5.0175
5.3495	296.67	766000	5.0728
5.3393	296.86	766500	5.0527
5.3478	297.06	767000	5.0398
5.3249	297.25	767500	5.0344
5.3217	297.44	768000	5.0458
5.3291	297.64	768500	5.1057
5.3253	297.83	769000	5.0360
5.3124	298.02	769500	5.0854
5.3029	298.22	770000	5.0250
5.3263	298.41	770500	5.0399
5.325	298.61	771000	5.0587
5.3315	298.8	771500	5.0548
5.2862	298.99	772000	5.0644
5.3218	299.19	772500	5.0562
5.3233	299.38	773000	5.0442
5.3001	299.57	773500	5.0263
5.334	299.77	774000	5.0736
5.327	299.96	774500	5.0648

Framework versions

Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.7.0
Tokenizers 0.13.2

Task: Fill-Mask
Library: transformers
Type: roberta
License: mit
Created: Nov 21, 2022
Updated: Nov 23, 2022