patentbert-cased-2b

dheerajpai/patentbert-cased-2b

patentbert-cased-2b is a fill-mask model from dheerajpai. 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: bert
Access: Public
Created: Mar 8, 2024
Updated: Mar 9, 2024
SHA: e286f04d

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Model card

From the Hugging Face model README

patentbert-cased-2b

This model is a fine-tuned version of dheerajpai/patentbert-cased-2b on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7386

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: 32
eval_batch_size: 128
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.0	500	9.8627
No log	0.01	1000	9.2027
No log	0.01	1500	8.6850
No log	0.02	2000	8.2812
No log	0.02	2500	7.9633
No log	0.02	3000	7.5954
No log	0.03	3500	7.1340
No log	0.03	4000	6.8118
No log	0.04	4500	6.3400
8.258	0.04	5000	6.0304
8.258	0.04	5500	5.6439
8.258	0.05	6000	5.4371
8.258	0.05	6500	5.2129
8.258	0.06	7000	4.8019
8.258	0.06	7500	4.6059
8.258	0.06	8000	4.9373
8.258	0.07	8500	4.7648
8.258	0.07	9000	4.3130
8.258	0.08	9500	4.3170
5.251	0.08	10000	4.2044
5.251	0.08	10500	4.3572
5.251	0.09	11000	4.0965
5.251	0.09	11500	3.8913
5.251	0.1	12000	3.6473
5.251	0.1	12500	3.8280
5.251	0.1	13000	3.8590
5.251	0.11	13500	3.8026
5.251	0.11	14000	3.7141
5.251	0.12	14500	3.5009
4.1422	0.12	15000	3.7908
4.1422	0.12	15500	3.0834
4.1422	0.13	16000	3.4056
4.1422	0.13	16500	3.4878
4.1422	0.14	17000	3.3740
4.1422	0.14	17500	3.4094
4.1422	0.14	18000	3.1758
4.1422	0.15	18500	3.2312
4.1422	0.15	19000	3.3849
4.1422	0.16	19500	3.3957
3.5492	0.16	20000	3.0440
3.5492	0.16	20500	3.1007
3.5492	0.17	21000	3.0898
3.5492	0.17	21500	2.9429
3.5492	0.18	22000	2.7426
3.5492	0.18	22500	3.0872
3.5492	0.18	23000	3.1064
3.5492	0.19	23500	2.8225
3.5492	0.19	24000	2.8604
3.5492	0.2	24500	2.9205
3.1364	0.2	25000	2.9968
3.1364	0.2	25500	2.9321
3.1364	0.21	26000	2.7845
3.1364	0.21	26500	2.4975
3.1364	0.22	27000	2.7542
3.1364	0.22	27500	2.4976
3.1364	0.22	28000	2.9023
3.1364	0.23	28500	2.5777
3.1364	0.23	29000	2.2451
3.1364	0.24	29500	2.5016
2.8292	0.24	30000	2.4634
2.8292	0.24	30500	2.4906
2.8292	0.25	31000	2.4961
2.8292	0.25	31500	2.6435
2.8292	0.26	32000	2.4159
2.8292	0.26	32500	2.4919
2.8292	0.26	33000	2.4065
2.8292	0.27	33500	2.3801
2.8292	0.27	34000	2.3767
2.8292	0.28	34500	2.3218
2.5897	0.28	35000	2.2091
2.5897	0.28	35500	2.3894
2.5897	0.29	36000	2.1580
2.5897	0.29	36500	2.5139
2.5897	0.29	37000	2.2181
2.5897	0.3	37500	2.1560
2.5897	0.3	38000	2.2482
2.5897	0.31	38500	2.2128
2.5897	0.31	39000	2.1223
2.5897	0.31	39500	2.2541
2.4138	0.32	40000	2.2059
2.4138	0.32	40500	1.9793
2.4138	0.33	41000	2.2731
2.4138	0.33	41500	1.9429
2.4138	0.33	42000	2.0747
2.4138	0.34	42500	2.3056
2.4138	0.34	43000	2.0994
2.4138	0.35	43500	2.0565
2.4138	0.35	44000	1.9472
2.4138	0.35	44500	2.2743
2.2557	0.36	45000	2.0191
2.2557	0.36	45500	2.3667
2.2557	0.37	46000	2.0789
2.2557	0.37	46500	1.9747
2.2557	0.37	47000	2.1236
2.2557	0.38	47500	1.9784
2.2557	0.38	48000	1.9424
2.2557	0.39	48500	1.8821
2.2557	0.39	49000	2.0140
2.2557	0.39	49500	1.8422
2.1462	0.4	50000	2.1103
2.1462	0.4	50500	2.0816
2.1462	0.41	51000	1.7359
2.1462	0.41	51500	1.8057
2.1462	0.41	52000	2.1579
2.1462	0.42	52500	2.0479
2.1462	0.42	53000	1.9390
2.1462	0.43	53500	1.8397
2.1462	0.43	54000	1.7522
2.1462	0.43	54500	1.7827
2.0489	0.44	55000	1.8615
2.0489	0.44	55500	1.8347
2.0489	0.45	56000	1.7120
2.0489	0.45	56500	1.7201
2.0489	0.45	57000	1.5593
2.0489	0.46	57500	1.7932
2.0489	0.46	58000	1.7842
2.0489	0.47	58500	1.7894
2.0489	0.47	59000	1.8520
2.0489	0.47	59500	1.7502
1.9598	0.48	60000	1.6731
1.9598	0.48	60500	1.7416
1.9598	0.49	61000	1.6411
1.9598	0.49	61500	1.8514
1.9598	0.49	62000	1.9642
1.9598	0.5	62500	1.5344
1.9598	0.5	63000	1.7488
1.9598	0.51	63500	1.7477
1.9598	0.51	64000	1.7279
1.9598	0.51	64500	1.8648
1.8979	0.52	65000	1.8008
1.8979	0.52	65500	1.5657
1.8979	0.53	66000	1.8825
1.8979	0.53	66500	1.8036
1.8979	0.53	67000	1.7124
1.8979	0.54	67500	1.8308
1.8979	0.54	68000	1.7995
1.8979	0.55	68500	1.7283
1.8979	0.55	69000	1.6861
1.8979	0.55	69500	1.4763
1.8402	0.56	70000	1.5661
1.8402	0.56	70500	1.5383
1.8402	0.57	71000	1.8667
1.8402	0.57	71500	1.7676
1.8402	0.57	72000	1.7528
1.8402	0.58	72500	1.6035
1.8402	0.58	73000	1.7723
1.8402	0.59	73500	1.6066
1.8402	0.59	74000	1.6500
1.8402	0.59	74500	1.5557
1.7821	0.6	75000	1.4868
1.7821	0.6	75500	1.8054
1.7821	0.61	76000	1.5373
1.7821	0.61	76500	1.5591
1.7821	0.61	77000	1.6233
1.7821	0.62	77500	1.7948
1.7821	0.62	78000	1.6528
1.7821	0.63	78500	1.4596
1.7821	0.63	79000	1.7457
1.7821	0.63	79500	1.6816
1.7425	0.64	80000	1.5861
1.7425	0.64	80500	1.5624
1.7425	0.65	81000	1.7272
1.7425	0.65	81500	1.6195
1.7425	0.65	82000	1.5381
1.7425	0.66	82500	1.6985
1.7425	0.66	83000	1.2245
1.7425	0.67	83500	1.5196
1.7425	0.67	84000	1.3690
1.7425	0.67	84500	1.6264
1.7049	0.68	85000	1.3649
1.7049	0.68	85500	1.5613
1.7049	0.69	86000	1.5881
1.7049	0.69	86500	1.4998
1.7049	0.69	87000	1.5163
1.7049	0.7	87500	1.4085
1.7049	0.7	88000	1.5016
1.7049	0.71	88500	1.7249
1.7049	0.71	89000	1.4727
1.7049	0.71	89500	1.5269
1.6599	0.72	90000	1.5761
1.6599	0.72	90500	1.3844
1.6599	0.73	91000	1.5711
1.6599	0.73	91500	1.7601
1.6599	0.73	92000	1.6481
1.6599	0.74	92500	1.5420
1.6599	0.74	93000	1.4371
1.6599	0.75	93500	1.4981
1.6599	0.75	94000	1.4253
1.6599	0.75	94500	1.5276
1.6319	0.76	95000	1.4119
1.6319	0.76	95500	1.3858
1.6319	0.77	96000	1.6609
1.6319	0.77	96500	1.4597
1.6319	0.77	97000	1.3911
1.6319	0.78	97500	1.4691
1.6319	0.78	98000	1.4334
1.6319	0.79	98500	1.4577
1.6319	0.79	99000	1.4472
1.6319	0.79	99500	1.3518
1.5987	0.8	100000	1.3524
1.5987	0.8	100500	1.5099
1.5987	0.81	101000	1.3711
1.5987	0.81	101500	1.5515
1.5987	0.81	102000	1.3635
1.5987	0.82	102500	1.3703
1.5987	0.82	103000	1.4351
1.5987	0.83	103500	1.3933
1.5987	0.83	104000	1.3455
1.5987	0.83	104500	1.3209
1.5743	0.84	105000	1.2870
1.5743	0.84	105500	1.4115
1.5743	0.85	106000	1.5582
1.5743	0.85	106500	1.4528
1.5743	0.85	107000	1.4147
1.5743	0.86	107500	1.5781
1.5743	0.86	108000	1.2833
1.5743	0.86	108500	1.4813
1.5743	0.87	109000	1.4867
1.5743	0.87	109500	1.4548
1.5404	0.88	110000	1.5176
1.5404	0.88	110500	1.3507
1.5404	0.88	111000	1.3464
1.5404	0.89	111500	1.3906
1.5404	0.89	112000	1.4433
1.5404	0.9	112500	1.4222
1.5404	0.9	113000	1.4134
1.5404	0.9	113500	1.3205
1.5404	0.91	114000	1.3225
1.5404	0.91	114500	1.3180
1.5171	0.92	115000	1.4070
1.5171	0.92	115500	1.2765
1.5171	0.92	116000	1.2837
1.5171	0.93	116500	1.5952
1.5171	0.93	117000	1.2851
1.5171	0.94	117500	1.4786
1.5171	0.94	118000	1.2831
1.5171	0.94	118500	1.2963
1.5171	0.95	119000	1.3466
1.5171	0.95	119500	1.4388
1.4948	0.96	120000	1.4326
1.4948	0.96	120500	1.3502
1.4948	0.96	121000	1.3637
1.4948	0.97	121500	1.3986
1.4948	0.97	122000	1.3145
1.4948	0.98	122500	1.4921
1.4948	0.98	123000	1.2814
1.4948	0.98	123500	1.5296
1.4948	0.99	124000	1.3287
1.4948	0.99	124500	1.3860
1.4749	1.0	125000	1.2508
1.4749	1.0	125500	1.2183
1.4749	1.0	126000	1.2128
1.4749	1.01	126500	1.2587
1.4749	1.01	127000	1.3954
1.4749	1.02	127500	1.1694
1.4749	1.02	128000	1.3757
1.4749	1.02	128500	1.5154
1.4749	1.03	129000	1.2890
1.4749	1.03	129500	1.1397
1.4532	1.04	130000	1.2732
1.4532	1.04	130500	1.3524
1.4532	1.04	131000	1.4955
1.4532	1.05	131500	1.3893
1.4532	1.05	132000	1.2044
1.4532	1.06	132500	1.3536
1.4532	1.06	133000	1.3066
1.4532	1.06	133500	1.3264
1.4532	1.07	134000	1.3495
1.4532	1.07	134500	1.3132
1.435	1.08	135000	1.2020
1.435	1.08	135500	1.3261
1.435	1.08	136000	1.3117
1.435	1.09	136500	1.2997
1.435	1.09	137000	1.2133
1.435	1.1	137500	1.3175
1.435	1.1	138000	1.3066
1.435	1.1	138500	1.2313
1.435	1.11	139000	1.1812
1.435	1.11	139500	1.2508
1.4151	1.12	140000	1.3175
1.4151	1.12	140500	1.4325
1.4151	1.12	141000	1.3262
1.4151	1.13	141500	1.1750
1.4151	1.13	142000	1.2133
1.4151	1.14	142500	1.2445
1.4151	1.14	143000	1.3284
1.4151	1.14	143500	1.3650
1.4151	1.15	144000	1.4962
1.4151	1.15	144500	1.4309
1.4066	1.16	145000	1.2417
1.4066	1.16	145500	1.2964
1.4066	1.16	146000	1.2830
1.4066	1.17	146500	1.2241
1.4066	1.17	147000	1.4035
1.4066	1.18	147500	1.4005
1.4066	1.18	148000	1.1790
1.4066	1.18	148500	1.3103
1.4066	1.19	149000	1.2165
1.4066	1.19	149500	1.2905
1.388	1.2	150000	1.3286
1.388	1.2	150500	1.2828
1.388	1.2	151000	1.3009
1.388	1.21	151500	1.2852
1.388	1.21	152000	1.1878
1.388	1.22	152500	1.2614
1.388	1.22	153000	1.0605
1.388	1.22	153500	1.1638
1.388	1.23	154000	1.2375
1.388	1.23	154500	1.2606
1.3722	1.24	155000	1.1846
1.3722	1.24	155500	1.3450
1.3722	1.24	156000	1.1545
1.3722	1.25	156500	1.2340
1.3722	1.25	157000	1.3334
1.3722	1.26	157500	1.2407
1.3722	1.26	158000	1.3045
1.3722	1.26	158500	1.2002
1.3722	1.27	159000	1.2746
1.3722	1.27	159500	1.2521
1.3663	1.28	160000	1.3306
1.3663	1.28	160500	1.2067
1.3663	1.28	161000	1.2169
1.3663	1.29	161500	1.2998
1.3663	1.29	162000	1.3240
1.3663	1.3	162500	1.2812
1.3663	1.3	163000	1.1986
1.3663	1.3	163500	1.2975
1.3663	1.31	164000	1.2203
1.3663	1.31	164500	1.3744
1.3508	1.32	165000	1.3167
1.3508	1.32	165500	1.2307
1.3508	1.32	166000	1.3716
1.3508	1.33	166500	1.1954
1.3508	1.33	167000	1.2411
1.3508	1.34	167500	1.1500
1.3508	1.34	168000	1.3098
1.3508	1.34	168500	1.3053
1.3508	1.35	169000	1.1437
1.3508	1.35	169500	1.1783
1.3408	1.36	170000	1.1428
1.3408	1.36	170500	0.9975
1.3408	1.36	171000	1.2077
1.3408	1.37	171500	1.2981
1.3408	1.37	172000	1.2690
1.3408	1.38	172500	1.2440
1.3408	1.38	173000	1.2590
1.3408	1.38	173500	1.1962
1.3408	1.39	174000	1.1456
1.3408	1.39	174500	1.1391
1.329	1.4	175000	1.2109
1.329	1.4	175500	1.3146
1.329	1.4	176000	1.2629
1.329	1.41	176500	1.3231
1.329	1.41	177000	1.2373
1.329	1.42	177500	1.2154
1.329	1.42	178000	1.1523
1.329	1.42	178500	1.0980
1.329	1.43	179000	1.2116
1.329	1.43	179500	1.0438
1.3209	1.43	180000	1.0937
1.3209	1.44	180500	1.1747
1.3209	1.44	181000	1.2175
1.3209	1.45	181500	1.1911
1.3209	1.45	182000	1.2955
1.3209	1.45	182500	1.3568
1.3209	1.46	183000	1.2583
1.3209	1.46	183500	1.1294
1.3209	1.47	184000	1.2518
1.3209	1.47	184500	1.4176
1.3121	1.47	185000	1.2939
1.3121	1.48	185500	1.2673
1.3121	1.48	186000	1.1568
1.3121	1.49	186500	1.1904
1.3121	1.49	187000	1.2539
1.3121	1.49	187500	1.1003
1.3121	1.5	188000	1.2904
1.3121	1.5	188500	1.1185
1.3121	1.51	189000	1.1803
1.3121	1.51	189500	1.1520
1.2985	1.51	190000	1.0628
1.2985	1.52	190500	1.1674
1.2985	1.52	191000	1.3292
1.2985	1.53	191500	1.2677
1.2985	1.53	192000	1.1880
1.2985	1.53	192500	1.0657
1.2985	1.54	193000	1.2185
1.2985	1.54	193500	1.0908
1.2985	1.55	194000	1.1868
1.2985	1.55	194500	1.1625
1.2895	1.55	195000	1.1407
1.2895	1.56	195500	1.1473
1.2895	1.56	196000	1.3201
1.2895	1.57	196500	1.2419
1.2895	1.57	197000	1.2045
1.2895	1.57	197500	0.9978
1.2895	1.58	198000	1.2065
1.2895	1.58	198500	1.2418
1.2895	1.59	199000	1.1549
1.2895	1.59	199500	1.1858
1.2836	1.59	200000	1.1906
1.2836	1.6	200500	1.2325
1.2836	1.6	201000	1.3087
1.2836	1.61	201500	1.0728
1.2836	1.61	202000	1.2787
1.2836	1.61	202500	1.1727
1.2836	1.62	203000	1.0469
1.2836	1.62	203500	1.3340
1.2836	1.63	204000	1.0761
1.2836	1.63	204500	1.2642
1.2797	1.63	205000	1.1980
1.2797	1.64	205500	1.1502
1.2797	1.64	206000	1.0654
1.2797	1.65	206500	1.1885
1.2797	1.65	207000	1.2763
1.2797	1.65	207500	1.2139
1.2797	1.66	208000	1.0586
1.2797	1.66	208500	1.1173
1.2797	1.67	209000	1.2186
1.2797	1.67	209500	1.0668
1.2727	1.67	210000	1.2570
1.2727	1.68	210500	1.0198
1.2727	1.68	211000	1.2429
1.2727	1.69	211500	1.1203
1.2727	1.69	212000	1.1857
1.2727	1.69	212500	1.2735
1.2727	1.7	213000	1.0924
1.2727	1.7	213500	1.1256
1.2727	1.71	214000	1.1595
1.2727	1.71	214500	1.2109
1.2604	1.71	215000	1.1420
1.2604	1.72	215500	1.2084
1.2604	1.72	216000	1.1531
1.2604	1.73	216500	1.1675
1.2604	1.73	217000	1.2062
1.2604	1.73	217500	1.0487
1.2604	1.74	218000	1.1137
1.2604	1.74	218500	1.1240
1.2604	1.75	219000	1.1896
1.2604	1.75	219500	1.1694
1.255	1.75	220000	1.1054
1.255	1.76	220500	1.1094
1.255	1.76	221000	1.2288
1.255	1.77	221500	1.3072
1.255	1.77	222000	1.0993
1.255	1.77	222500	1.1261
1.255	1.78	223000	1.0870
1.255	1.78	223500	1.1603
1.255	1.79	224000	1.1425
1.255	1.79	224500	1.1295
1.2492	1.79	225000	1.1433
1.2492	1.8	225500	1.0902
1.2492	1.8	226000	1.1728
1.2492	1.81	226500	1.0803
1.2492	1.81	227000	1.1524
1.2492	1.81	227500	1.1731
1.2492	1.82	228000	1.1492
1.2492	1.82	228500	1.2880
1.2492	1.83	229000	1.1101
1.2492	1.83	229500	1.1320
1.2452	1.83	230000	1.0673
1.2452	1.84	230500	1.0926
1.2452	1.84	231000	1.1231
1.2452	1.85	231500	1.0776
1.2452	1.85	232000	1.1208
1.2452	1.85	232500	1.0503
1.2452	1.86	233000	1.1094
1.2452	1.86	233500	1.1623
1.2452	1.87	234000	1.0658
1.2452	1.87	234500	1.0492
1.2327	1.87	235000	1.0831
1.2327	1.88	235500	1.0110
1.2327	1.88	236000	1.1749
1.2327	1.89	236500	1.0655
1.2327	1.89	237000	1.2534
1.2327	1.89	237500	1.1422
1.2327	1.9	238000	1.1467
1.2327	1.9	238500	1.1281
1.2327	1.91	239000	0.9841
1.2327	1.91	239500	1.1170
1.2325	1.91	240000	1.1572
1.2325	1.92	240500	1.1644
1.2325	1.92	241000	1.2171
1.2325	1.93	241500	1.1925
1.2325	1.93	242000	1.1166
1.2325	1.93	242500	1.2041
1.2325	1.94	243000	0.9826
1.2325	1.94	243500	1.0831
1.2325	1.95	244000	1.1144
1.2325	1.95	244500	1.0849
1.2255	1.95	245000	0.9906
1.2255	1.96	245500	1.1600
1.2255	1.96	246000	1.1415
1.2255	1.97	246500	0.9035
1.2255	1.97	247000	1.1617
1.2255	1.97	247500	1.1065
1.2255	1.98	248000	1.1450
1.2255	1.98	248500	1.2682
1.2255	1.98	249000	1.0225
1.2255	1.99	249500	1.1229
1.2147	1.99	250000	1.1526
1.2147	2.0	250500	1.1573
1.2147	2.0	251000	1.2002
1.2147	2.0	251500	1.0768
1.2147	2.01	252000	1.0987
1.2147	2.01	252500	1.1763
1.2147	2.02	253000	1.0934
1.2147	2.02	253500	1.0539
1.2147	2.02	254000	1.1261
1.2147	2.03	254500	1.1871
1.2128	2.03	255000	1.1883
1.2128	2.04	255500	1.2740
1.2128	2.04	256000	1.1024
1.2128	2.04	256500	1.1122
1.2128	2.05	257000	1.0401
1.2128	2.05	257500	1.0356
1.2128	2.06	258000	1.2112
1.2128	2.06	258500	1.0475
1.2128	2.06	259000	1.2648
1.2128	2.07	259500	1.0925
1.2127	2.07	260000	1.1146
1.2127	2.08	260500	1.1326
1.2127	2.08	261000	1.1930
1.2127	2.08	261500	1.0564
1.2127	2.09	262000	1.0438
1.2127	2.09	262500	1.1076
1.2127	2.1	263000	1.0500
1.2127	2.1	263500	1.0263
1.2127	2.1	264000	1.0023
1.2127	2.11	264500	1.1619
1.2034	2.11	265000	1.0241
1.2034	2.12	265500	1.0882
1.2034	2.12	266000	1.0455
1.2034	2.12	266500	1.2174
1.2034	2.13	267000	1.1658
1.2034	2.13	267500	1.0206
1.2034	2.14	268000	1.1093
1.2034	2.14	268500	1.0978
1.2034	2.14	269000	1.0648
1.2034	2.15	269500	1.0558
1.1937	2.15	270000	1.2007
1.1937	2.16	270500	1.1439
1.1937	2.16	271000	1.2496
1.1937	2.16	271500	1.0952
1.1937	2.17	272000	1.0079
1.1937	2.17	272500	1.0416
1.1937	2.18	273000	1.1013
1.1937	2.18	273500	1.0753
1.1937	2.18	274000	1.1563
1.1937	2.19	274500	1.2548
1.1942	2.19	275000	1.0733
1.1942	2.2	275500	1.0691
1.1942	2.2	276000	1.1288
1.1942	2.2	276500	1.1754
1.1942	2.21	277000	1.1068
1.1942	2.21	277500	1.0898
1.1942	2.22	278000	1.0167
1.1942	2.22	278500	1.0365
1.1942	2.22	279000	1.1099
1.1942	2.23	279500	1.1314
1.1889	2.23	280000	1.0297
1.1889	2.24	280500	1.0822
1.1889	2.24	281000	1.0872
1.1889	2.24	281500	1.1082
1.1889	2.25	282000	1.1176
1.1889	2.25	282500	1.0708
1.1889	2.26	283000	1.1184
1.1889	2.26	283500	1.1466
1.1889	2.26	284000	1.0340
1.1889	2.27	284500	1.1217
1.1846	2.27	285000	1.1000
1.1846	2.28	285500	0.8705
1.1846	2.28	286000	1.0297
1.1846	2.28	286500	1.1012
1.1846	2.29	287000	1.0592
1.1846	2.29	287500	1.1757
1.1846	2.3	288000	1.1373
1.1846	2.3	288500	1.0305
1.1846	2.3	289000	1.2056
1.1846	2.31	289500	1.0661
1.1867	2.31	290000	1.1272
1.1867	2.32	290500	1.0370
1.1867	2.32	291000	1.0462
1.1867	2.32	291500	0.8923
1.1867	2.33	292000	1.1635
1.1867	2.33	292500	1.0494
1.1867	2.34	293000	0.9851
1.1867	2.34	293500	1.0317
1.1867	2.34	294000	1.0302
1.1867	2.35	294500	1.0557
1.1793	2.35	295000	1.0874
1.1793	2.36	295500	1.1102
1.1793	2.36	296000	1.1313
1.1793	2.36	296500	1.0574
1.1793	2.37	297000	1.1040
1.1793	2.37	297500	1.1351
1.1793	2.38	298000	1.0351
1.1793	2.38	298500	1.0076
1.1793	2.38	299000	1.1772
1.1793	2.39	299500	0.9980
1.1727	2.39	300000	1.1569
1.1727	2.4	300500	1.0253
1.1727	2.4	301000	1.0476
1.1727	2.4	301500	1.0705
1.1727	2.41	302000	0.9658
1.1727	2.41	302500	0.9609
1.1727	2.42	303000	1.0324
1.1727	2.42	303500	1.0865
1.1727	2.42	304000	1.0845
1.1727	2.43	304500	0.9543
1.1696	2.43	305000	1.0053
1.1696	2.44	305500	1.0399
1.1696	2.44	306000	1.0039
1.1696	2.44	306500	1.0913
1.1696	2.45	307000	1.0014
1.1696	2.45	307500	0.9670
1.1696	2.46	308000	1.1259
1.1696	2.46	308500	1.0781
1.1696	2.46	309000	1.0290
1.1696	2.47	309500	1.1105
1.1663	2.47	310000	1.2233
1.1663	2.48	310500	0.9663
1.1663	2.48	311000	1.1478
1.1663	2.48	311500	0.8836
1.1663	2.49	312000	1.1689
1.1663	2.49	312500	1.1035
1.1663	2.5	313000	1.0677
1.1663	2.5	313500	1.1159
1.1663	2.5	314000	1.0551
1.1663	2.51	314500	1.0218
1.1551	2.51	315000	1.1567
1.1551	2.52	315500	1.0572
1.1551	2.52	316000	1.1678
1.1551	2.52	316500	1.2858
1.1551	2.53	317000	0.9256
1.1551	2.53	317500	1.0952
1.1551	2.54	318000	1.1002
1.1551	2.54	318500	0.9870
1.1551	2.54	319000	0.9971
1.1551	2.55	319500	1.0208
1.1579	2.55	320000	1.0190
1.1579	2.55	320500	1.0579
1.1579	2.56	321000	1.0281
1.1579	2.56	321500	1.1403
1.1579	2.57	322000	1.1319
1.1579	2.57	322500	1.0110
1.1579	2.57	323000	0.9044
1.1579	2.58	323500	1.1002
1.1579	2.58	324000	1.0600
1.1579	2.59	324500	1.0185
1.1536	2.59	325000	1.2000
1.1536	2.59	325500	1.0977
1.1536	2.6	326000	1.0344
1.1536	2.6	326500	1.0536
1.1536	2.61	327000	1.1120
1.1536	2.61	327500	1.0599
1.1536	2.61	328000	1.0155
1.1536	2.62	328500	1.2748
1.1536	2.62	329000	1.0426
1.1536	2.63	329500	1.0917
1.151	2.63	330000	1.0527
1.151	2.63	330500	0.9917
1.151	2.64	331000	0.9483
1.151	2.64	331500	1.1186
1.151	2.65	332000	1.0513
1.151	2.65	332500	1.1137
1.151	2.65	333000	1.0451
1.151	2.66	333500	1.1123
1.151	2.66	334000	0.9496
1.151	2.67	334500	0.9726
1.151	2.67	335000	0.9704
1.151	2.67	335500	1.1145
1.151	2.68	336000	0.9002
1.151	2.68	336500	1.0714
1.151	2.69	337000	1.0157
1.151	2.69	337500	1.0739
1.151	2.69	338000	1.0078
1.151	2.7	338500	1.0197
1.151	2.7	339000	1.0871
1.151	2.71	339500	0.9593
1.1455	2.71	340000	1.2120
1.1455	2.71	340500	1.1558
1.1455	2.72	341000	1.1160
1.1455	2.72	341500	1.0482
1.1455	2.73	342000	1.0094
1.1455	2.73	342500	1.0296
1.1455	2.73	343000	1.2068
1.1455	2.74	343500	0.9864
1.1455	2.74	344000	1.0775
1.1455	2.75	344500	1.0496
1.1412	2.75	345000	1.0063
1.1412	2.75	345500	1.0283
1.1412	2.76	346000	1.1262
1.1412	2.76	346500	0.9530
1.1412	2.77	347000	0.9915
1.1412	2.77	347500	1.0742
1.1412	2.77	348000	1.0968
1.1412	2.78	348500	1.1116
1.1412	2.78	349000	1.0447
1.1412	2.79	349500	0.8358
1.1375	2.79	350000	0.9682
1.1375	2.79	350500	0.9891
1.1375	2.8	351000	1.0005
1.1375	2.8	351500	1.0494
1.1375	2.81	352000	1.0251
1.1375	2.81	352500	1.0494
1.1375	2.81	353000	1.1053
1.1375	2.82	353500	1.0226
1.1375	2.82	354000	1.0998
1.1375	2.83	354500	1.0017
1.1348	2.83	355000	1.1160
1.1348	2.83	355500	1.0278
1.1348	2.84	356000	1.0852
1.1348	2.84	356500	1.0446
1.1348	2.85	357000	1.0589
1.1348	2.85	357500	0.9833
1.1348	2.85	358000	1.0986
1.1348	2.86	358500	0.9936
1.1348	2.86	359000	1.0198
1.1348	2.87	359500	1.1092
1.1315	2.87	360000	1.0436
1.1315	2.87	360500	1.0633
1.1315	2.88	361000	0.9679
1.1315	2.88	361500	0.9524
1.1315	2.89	362000	0.9007
1.1315	2.89	362500	1.1363
1.1315	2.89	363000	1.1265
1.1315	2.9	363500	0.9279
1.1315	2.9	364000	0.9789
1.1315	2.91	364500	1.0538
1.1308	2.91	365000	1.0597
1.1308	2.91	365500	0.9797
1.1308	2.92	366000	1.0714
1.1308	2.92	366500	0.9901
1.1308	2.93	367000	1.1670
1.1308	2.93	367500	1.0084
1.1308	2.93	368000	0.9188
1.1308	2.94	368500	0.9451
1.1308	2.94	369000	1.1062
1.1308	2.95	369500	0.9433
1.1245	2.95	370000	1.0838
1.1245	2.95	370500	1.0321
1.1245	2.96	371000	1.0501
1.1245	2.96	371500	1.0571
1.1245	2.97	372000	0.9959
1.1245	2.97	372500	0.9101
1.1245	2.97	373000	1.0583
1.1245	2.98	373500	0.9287
1.1245	2.98	374000	1.0294
1.1245	2.99	374500	1.1329
1.1219	2.99	375000	1.0205
1.1219	2.99	375500	1.0770
1.1219	3.0	376000	1.0233
1.1219	3.0	376500	0.9673
1.1219	3.01	377000	1.0067
1.1219	3.01	377500	1.0710
1.1219	3.01	378000	0.9404
1.1219	3.02	378500	1.0370
1.1219	3.02	379000	1.0293
1.1219	3.03	379500	0.9940
1.1168	3.03	380000	1.0131
1.1168	3.03	380500	1.0603
1.1168	3.04	381000	1.0823
1.1168	3.04	381500	1.0671
1.1168	3.05	382000	1.0936
1.1168	3.05	382500	0.9134
1.1168	3.05	383000	1.0227
1.1168	3.06	383500	1.0452
1.1168	3.06	384000	1.0712
1.1168	3.07	384500	1.1842
1.1183	3.07	385000	1.0183
1.1183	3.07	385500	1.1116
1.1183	3.08	386000	0.9211
1.1183	3.08	386500	1.1582
1.1183	3.09	387000	1.1097
1.1183	3.09	387500	1.0401
1.1183	3.09	388000	0.9836
1.1183	3.1	388500	0.9671
1.1183	3.1	389000	1.0047
1.1183	3.11	389500	1.1060
1.1147	3.11	390000	1.0791
1.1147	3.11	390500	0.9835
1.1147	3.12	391000	0.9604
1.1147	3.12	391500	1.1088
1.1147	3.12	392000	0.9629
1.1147	3.13	392500	1.0371
1.1147	3.13	393000	1.0039
1.1147	3.14	393500	0.9645
1.1147	3.14	394000	1.0678
1.1147	3.14	394500	1.0652
1.1107	3.15	395000	1.1742
1.1107	3.15	395500	1.0558
1.1107	3.16	396000	0.9462
1.1107	3.16	396500	1.0427
1.1107	3.16	397000	1.0328
1.1107	3.17	397500	1.0552
1.1107	3.17	398000	1.1580
1.1107	3.18	398500	0.9883
1.1107	3.18	399000	0.9826
1.1107	3.18	399500	1.0306
1.1068	3.19	400000	0.9741
1.1068	3.19	400500	1.0088
1.1068	3.2	401000	0.9498
1.1068	3.2	401500	1.0490
1.1068	3.2	402000	0.9720
1.1068	3.21	402500	1.1111
1.1068	3.21	403000	1.0312
1.1068	3.22	403500	1.2076
1.1068	3.22	404000	0.9736
1.1068	3.22	404500	1.0225
1.106	3.23	405000	0.9054
1.106	3.23	405500	1.0403
1.106	3.24	406000	0.9394
1.106	3.24	406500	1.0793
1.106	3.24	407000	1.0255
1.106	3.25	407500	0.9100
1.106	3.25	408000	1.0647
1.106	3.26	408500	1.0082
1.106	3.26	409000	1.0117
1.106	3.26	409500	1.0764
1.1025	3.27	410000	1.0875
1.1025	3.27	410500	1.0690
1.1025	3.28	411000	0.8879
1.1025	3.28	411500	1.0482
1.1025	3.28	412000	0.9878
1.1025	3.29	412500	1.0069
1.1025	3.29	413000	1.0957
1.1025	3.3	413500	1.1336
1.1025	3.3	414000	1.0095
1.1025	3.3	414500	0.9789
1.1017	3.31	415000	0.9222
1.1017	3.31	415500	1.0520
1.1017	3.32	416000	0.9730
1.1017	3.32	416500	0.9964
1.1017	3.32	417000	0.9955
1.1017	3.33	417500	1.0461
1.1017	3.33	418000	0.9525
1.1017	3.34	418500	1.0567
1.1017	3.34	419000	0.9371
1.1017	3.34	419500	1.0479
1.0974	3.35	420000	1.0511
1.0974	3.35	420500	1.0090
1.0974	3.36	421000	1.1385
1.0974	3.36	421500	1.0848
1.0974	3.36	422000	0.9679
1.0974	3.37	422500	0.9881
1.0974	3.37	423000	0.9231
1.0974	3.38	423500	1.1673
1.0974	3.38	424000	0.9859
1.0974	3.38	424500	0.9118
1.0982	3.39	425000	1.0749
1.0982	3.39	425500	0.9822
1.0982	3.4	426000	1.0087
1.0982	3.4	426500	1.0128
1.0982	3.4	427000	0.9687
1.0982	3.41	427500	1.0825
1.0982	3.41	428000	1.0264
1.0982	3.42	428500	1.0514
1.0982	3.42	429000	1.0723
1.0982	3.42	429500	1.1353
1.0964	3.43	430000	0.9218
1.0964	3.43	430500	1.0180
1.0964	3.44	431000	1.0514
1.0964	3.44	431500	0.9481
1.0964	3.44	432000	0.9840
1.0964	3.45	432500	0.9317
1.0964	3.45	433000	1.0402
1.0964	3.46	433500	1.1235
1.0964	3.46	434000	0.9454
1.0964	3.46	434500	1.0512
1.0909	3.47	435000	1.1241
1.0909	3.47	435500	0.9351
1.0909	3.48	436000	0.9453
1.0909	3.48	436500	1.0224
1.0909	3.48	437000	0.9017
1.0909	3.49	437500	1.1435
1.0909	3.49	438000	0.9762
1.0909	3.5	438500	0.9039
1.0909	3.5	439000	0.9334
1.0909	3.5	439500	1.0198
1.0864	3.51	440000	0.9732
1.0864	3.51	440500	0.9720
1.0864	3.52	441000	0.9102
1.0864	3.52	441500	0.9775
1.0864	3.52	442000	0.9433
1.0864	3.53	442500	1.0113
1.0864	3.53	443000	0.8815
1.0864	3.54	443500	0.9620
1.0864	3.54	444000	0.9848
1.0864	3.54	444500	1.1242
1.0873	3.55	445000	0.9790
1.0873	3.55	445500	1.0300
1.0873	3.56	446000	0.9406
1.0873	3.56	446500	0.9012
1.0873	3.56	447000	1.0081
1.0873	3.57	447500	1.0207
1.0873	3.57	448000	1.0318
1.0873	3.58	448500	0.9556
1.0873	3.58	449000	0.8725
1.0873	3.58	449500	1.0651
1.0857	3.59	450000	1.1396
1.0857	3.59	450500	0.9723
1.0857	3.6	451000	0.8207
1.0857	3.6	451500	0.8717
1.0857	3.6	452000	1.0689
1.0857	3.61	452500	1.1116
1.0857	3.61	453000	0.8542
1.0857	3.62	453500	1.1174
1.0857	3.62	454000	0.9385
1.0857	3.62	454500	1.0504
1.0841	3.63	455000	0.9433
1.0841	3.63	455500	0.8770
1.0841	3.64	456000	0.9666
1.0841	3.64	456500	1.0483
1.0841	3.64	457000	0.9221
1.0841	3.65	457500	0.9776
1.0841	3.65	458000	1.0367
1.0841	3.66	458500	1.0505
1.0841	3.66	459000	1.0314
1.0841	3.66	459500	0.9603
1.0863	3.67	460000	1.1676
1.0863	3.67	460500	0.9455
1.0863	3.68	461000	1.0011
1.0863	3.68	461500	1.0206
1.0863	3.68	462000	0.9160
1.0863	3.69	462500	1.2388
1.0863	3.69	463000	0.9466
1.0863	3.69	463500	1.0060
1.0863	3.7	464000	1.0481
1.0863	3.7	464500	1.0041
1.0802	3.71	465000	0.8986
1.0802	3.71	465500	0.9140
1.0802	3.71	466000	0.9964
1.0802	3.72	466500	0.8772
1.0802	3.72	467000	0.9549
1.0802	3.73	467500	0.8922
1.0802	3.73	468000	0.9416
1.0802	3.73	468500	0.8842
1.0802	3.74	469000	1.0138
1.0802	3.74	469500	0.9753
1.0775	3.75	470000	0.9373
1.0775	3.75	470500	0.9551
1.0775	3.75	471000	0.8806
1.0775	3.76	471500	0.9462
1.0775	3.76	472000	0.9827
1.0775	3.77	472500	0.9210
1.0775	3.77	473000	1.0433
1.0775	3.77	473500	0.9032
1.0775	3.78	474000	0.9871
1.0775	3.78	474500	0.9778
1.0794	3.79	475000	0.9630
1.0794	3.79	475500	0.9533
1.0794	3.79	476000	1.0098
1.0794	3.8	476500	0.9493
1.0794	3.8	477000	1.0837
1.0794	3.81	477500	1.0134
1.0794	3.81	478000	0.9558
1.0794	3.81	478500	0.9688
1.0794	3.82	479000	1.0839
1.0794	3.82	479500	1.0551
1.072	3.83	480000	0.9202
1.072	3.83	480500	0.9069
1.072	3.83	481000	1.0117
1.072	3.84	481500	1.0598
1.072	3.84	482000	0.8224
1.072	3.85	482500	0.8693
1.072	3.85	483000	0.8878
1.072	3.85	483500	0.9695
1.072	3.86	484000	1.0278
1.072	3.86	484500	0.8030
1.0727	3.87	485000	1.0386
1.0727	3.87	485500	0.9570
1.0727	3.87	486000	0.9205
1.0727	3.88	486500	0.9440
1.0727	3.88	487000	0.9984
1.0727	3.89	487500	0.9280
1.0727	3.89	488000	1.0086
1.0727	3.89	488500	0.8423
1.0727	3.9	489000	0.9166
1.0727	3.9	489500	0.9111
1.0719	3.91	490000	0.9238
1.0719	3.91	490500	1.0164
1.0719	3.91	491000	1.0173
1.0719	3.92	491500	0.9114
1.0719	3.92	492000	0.9512
1.0719	3.93	492500	0.9743
1.0719	3.93	493000	0.9903
1.0719	3.93	493500	0.9912
1.0719	3.94	494000	0.9916
1.0719	3.94	494500	1.1481
1.0708	3.95	495000	0.9461
1.0708	3.95	495500	0.9101
1.0708	3.95	496000	0.9955
1.0708	3.96	496500	0.9623
1.0708	3.96	497000	0.9878
1.0708	3.97	497500	0.9903
1.0708	3.97	498000	0.9532
1.0708	3.97	498500	1.0042
1.0708	3.98	499000	0.8895
1.0708	3.98	499500	0.9876
1.0703	3.99	500000	1.0159
1.0703	3.99	500500	0.9945
1.0703	3.99	501000	1.0624
1.0703	4.0	501500	0.8498
1.0703	4.0	502000	1.1763
1.0703	4.01	502500	0.9581
1.0703	4.01	503000	0.8749
1.0703	4.01	503500	0.9904
1.0703	4.02	504000	0.9626
1.0703	4.02	504500	1.0037
1.064	4.03	505000	0.9355
1.064	4.03	505500	0.9789
1.064	4.03	506000	0.9840
1.064	4.04	506500	0.9019
1.064	4.04	507000	0.9096
1.064	4.05	507500	1.0068
1.064	4.05	508000	1.0651
1.064	4.05	508500	0.9734
1.064	4.06	509000	0.9337
1.064	4.06	509500	0.9670
1.0605	4.07	510000	1.0996
1.0605	4.07	510500	1.0250
1.0605	4.07	511000	1.1308
1.0605	4.08	511500	0.9521
1.0605	4.08	512000	0.9574
1.0605	4.09	512500	0.9433
1.0605	4.09	513000	0.9756
1.0605	4.09	513500	1.0773
1.0605	4.1	514000	0.9096
1.0605	4.1	514500	1.0847
1.0581	4.11	515000	0.9221
1.0581	4.11	515500	0.9192
1.0581	4.11	516000	0.9183
1.0581	4.12	516500	0.9812
1.0581	4.12	517000	0.9069
1.0581	4.13	517500	1.0289
1.0581	4.13	518000	0.9539
1.0581	4.13	518500	1.0605
1.0581	4.14	519000	0.9582
1.0581	4.14	519500	1.0832
1.0601	4.15	520000	1.1243
1.0601	4.15	520500	0.9811
1.0601	4.15	521000	0.8212
1.0601	4.16	521500	0.9137
1.0601	4.16	522000	0.9571
1.0601	4.17	522500	1.0363
1.0601	4.17	523000	0.9261
1.0601	4.17	523500	0.9699
1.0601	4.18	524000	0.9903
1.0601	4.18	524500	0.9477
1.0574	4.19	525000	0.9871
1.0574	4.19	525500	0.9134
1.0574	4.19	526000	0.8579
1.0574	4.2	526500	0.9471
1.0574	4.2	527000	1.0580
1.0574	4.21	527500	0.9468
1.0574	4.21	528000	1.0493
1.0574	4.21	528500	1.0592
1.0574	4.22	529000	0.9372
1.0574	4.22	529500	0.9399
1.0557	4.23	530000	0.9399
1.0557	4.23	530500	0.9403
1.0557	4.23	531000	1.0727
1.0557	4.24	531500	0.9923
1.0557	4.24	532000	1.0776
1.0557	4.25	532500	0.9760
1.0557	4.25	533000	0.9457
1.0557	4.25	533500	0.9645
1.0557	4.26	534000	0.8798
1.0557	4.26	534500	0.8544
1.0532	4.26	535000	0.9950
1.0532	4.27	535500	1.0222
1.0532	4.27	536000	1.0582
1.0532	4.28	536500	0.9072
1.0532	4.28	537000	0.9316
1.0532	4.28	537500	0.9939
1.0532	4.29	538000	1.1319
1.0532	4.29	538500	1.0283
1.0532	4.3	539000	1.0358
1.0532	4.3	539500	0.9216
1.0542	4.3	540000	0.8912
1.0542	4.31	540500	1.0617
1.0542	4.31	541000	1.0229
1.0542	4.32	541500	1.0234
1.0542	4.32	542000	0.9336
1.0542	4.32	542500	1.1310
1.0542	4.33	543000	1.0654
1.0542	4.33	543500	1.0310
1.0542	4.34	544000	0.8809
1.0542	4.34	544500	1.0844
1.0532	4.34	545000	1.0269
1.0532	4.35	545500	0.9564
1.0532	4.35	546000	0.8427
1.0532	4.36	546500	0.9157
1.0532	4.36	547000	0.9897
1.0532	4.36	547500	0.9000
1.0532	4.37	548000	0.9337
1.0532	4.37	548500	1.1137
1.0532	4.38	549000	0.9801
1.0532	4.38	549500	0.8966
1.0509	4.38	550000	0.9474
1.0509	4.39	550500	1.0703
1.0509	4.39	551000	0.9864
1.0509	4.4	551500	0.8761
1.0509	4.4	552000	0.8895
1.0509	4.4	552500	1.1037
1.0509	4.41	553000	1.0005
1.0509	4.41	553500	1.0294
1.0509	4.42	554000	0.9995
1.0509	4.42	554500	1.0068
1.0473	4.42	555000	0.9479
1.0473	4.43	555500	0.9299
1.0473	4.43	556000	0.8740
1.0473	4.44	556500	0.9518
1.0473	4.44	557000	0.9262
1.0473	4.44	557500	1.0195
1.0473	4.45	558000	0.9072
1.0473	4.45	558500	1.1252
1.0473	4.46	559000	0.9695
1.0473	4.46	559500	0.9326
1.0444	4.46	560000	0.8622
1.0444	4.47	560500	0.9557
1.0444	4.47	561000	0.8273
1.0444	4.48	561500	0.9296
1.0444	4.48	562000	0.9612
1.0444	4.48	562500	0.8608
1.0444	4.49	563000	1.0935
1.0444	4.49	563500	0.9504
1.0444	4.5	564000	0.8530
1.0444	4.5	564500	0.9753
1.0462	4.5	565000	0.9079
1.0462	4.51	565500	0.9308
1.0462	4.51	566000	1.0336
1.0462	4.52	566500	0.9685
1.0462	4.52	567000	0.9208
1.0462	4.52	567500	0.9903
1.0462	4.53	568000	0.9480
1.0462	4.53	568500	1.0402
1.0462	4.54	569000	1.0655
1.0462	4.54	569500	0.9849
1.0478	4.54	570000	0.8425
1.0478	4.55	570500	0.9815
1.0478	4.55	571000	1.0357
1.0478	4.56	571500	0.9174
1.0478	4.56	572000	0.9263
1.0478	4.56	572500	0.9309
1.0478	4.57	573000	0.9474
1.0478	4.57	573500	0.9233
1.0478	4.58	574000	0.9714
1.0478	4.58	574500	0.9622
1.044	4.58	575000	0.8903
1.044	4.59	575500	0.9791
1.044	4.59	576000	0.9311
1.044	4.6	576500	1.0519
1.044	4.6	577000	1.0205
1.044	4.6	577500	0.9807
1.044	4.61	578000	1.1191
1.044	4.61	578500	1.0111
1.044	4.62	579000	0.8170
1.044	4.62	579500	1.0668
1.039	4.62	580000	0.9221
1.039	4.63	580500	0.9882
1.039	4.63	581000	0.9036
1.039	4.64	581500	0.9351
1.039	4.64	582000	0.8045
1.039	4.64	582500	1.0199
1.039	4.65	583000	0.9971
1.039	4.65	583500	0.9017
1.039	4.66	584000	0.9378
1.039	4.66	584500	0.8669
1.0399	4.66	585000	0.9145
1.0399	4.67	585500	1.0345
1.0399	4.67	586000	0.9849
1.0399	4.68	586500	0.8631
1.0399	4.68	587000	0.9407
1.0399	4.68	587500	0.8894
1.0399	4.69	588000	0.8498
1.0399	4.69	588500	1.0828
1.0399	4.7	589000	0.9151
1.0399	4.7	589500	0.9510
1.0402	4.7	590000	1.0128
1.0402	4.71	590500	0.8947
1.0402	4.71	591000	1.0226
1.0402	4.72	591500	1.0168
1.0402	4.72	592000	0.9223
1.0402	4.72	592500	0.8811
1.0402	4.73	593000	1.0018
1.0402	4.73	593500	1.0132
1.0402	4.74	594000	1.0784
1.0402	4.74	594500	1.1159
1.0344	4.74	595000	0.9480
1.0344	4.75	595500	1.0600
1.0344	4.75	596000	1.0649
1.0344	4.76	596500	0.8501
1.0344	4.76	597000	1.0008
1.0344	4.76	597500	1.0292
1.0344	4.77	598000	1.0377
1.0344	4.77	598500	0.7965
1.0344	4.78	599000	0.8988
1.0344	4.78	599500	1.0194
1.0367	4.78	600000	1.0461
1.0367	4.79	600500	0.8524
1.0367	4.79	601000	0.7787
1.0367	4.8	601500	0.9130
1.0367	4.8	602000	0.8253
1.0367	4.8	602500	0.9188
1.0367	4.81	603000	0.8961
1.0367	4.81	603500	0.8843
1.0367	4.82	604000	0.9788
1.0367	4.82	604500	0.9356
1.036	4.82	605000	0.8727
1.036	4.83	605500	0.9904
1.036	4.83	606000	1.0250
1.036	4.83	606500	0.9921
1.036	4.84	607000	0.9645
1.036	4.84	607500	0.8413
1.036	4.85	608000	0.7440
1.036	4.85	608500	0.9485
1.036	4.85	609000	0.8254
1.036	4.86	609500	0.8679
1.0299	4.86	610000	1.0541
1.0299	4.87	610500	0.8474
1.0299	4.87	611000	0.9287
1.0299	4.87	611500	0.9663
1.0299	4.88	612000	0.8399
1.0299	4.88	612500	0.8818
1.0299	4.89	613000	0.9206
1.0299	4.89	613500	0.9718
1.0299	4.89	614000	1.0339
1.0299	4.9	614500	0.9948
1.0306	4.9	615000	0.9014
1.0306	4.91	615500	1.0314
1.0306	4.91	616000	1.0963
1.0306	4.91	616500	0.9579
1.0306	4.92	617000	0.9624
1.0306	4.92	617500	0.9461
1.0306	4.93	618000	1.0563
1.0306	4.93	618500	0.9411
1.0306	4.93	619000	0.7137
1.0306	4.94	619500	0.9582
1.0333	4.94	620000	0.9042
1.0333	4.95	620500	0.7443
1.0333	4.95	621000	0.9899
1.0333	4.95	621500	0.9365
1.0333	4.96	622000	0.8632
1.0333	4.96	622500	0.9209
1.0333	4.97	623000	0.8112
1.0333	4.97	623500	0.9991
1.0333	4.97	624000	1.0522
1.0333	4.98	624500	1.0434
1.0302	4.98	625000	1.0513
1.0302	4.99	625500	0.8854
1.0302	4.99	626000	0.8600
1.0302	4.99	626500	1.0316
1.0302	5.0	627000	0.9249
1.0302	5.0	627500	0.8960
1.0302	5.01	628000	0.8845
1.0302	5.01	628500	0.9873
1.0302	5.01	629000	0.8966
1.0302	5.02	629500	1.0297
1.0291	5.02	630000	0.9447
1.0291	5.03	630500	0.9830
1.0291	5.03	631000	0.9032
1.0291	5.03	631500	0.8958
1.0291	5.04	632000	1.0325
1.0291	5.04	632500	0.7856
1.0291	5.05	633000	0.9661
1.0291	5.05	633500	0.8804
1.0291	5.05	634000	0.8943
1.0291	5.06	634500	0.9957
1.0211	5.06	635000	0.9580
1.0211	5.07	635500	0.8722
1.0211	5.07	636000	0.9880
1.0211	5.07	636500	0.8398
1.0211	5.08	637000	0.8941
1.0211	5.08	637500	0.9106
1.0211	5.09	638000	0.8474
1.0211	5.09	638500	0.9079
1.0211	5.09	639000	0.9483
1.0211	5.1	639500	0.9734
1.0308	5.1	640000	0.9633
1.0308	5.11	640500	0.9722
1.0308	5.11	641000	0.9129
1.0308	5.11	641500	0.7942
1.0308	5.12	642000	0.9948
1.0308	5.12	642500	0.9219
1.0308	5.13	643000	1.0098
1.0308	5.13	643500	0.8650
1.0308	5.13	644000	0.9092
1.0308	5.14	644500	1.0197
1.0229	5.14	645000	1.0364
1.0229	5.15	645500	0.8590
1.0229	5.15	646000	1.0430
1.0229	5.15	646500	0.8059
1.0229	5.16	647000	0.9794
1.0229	5.16	647500	0.8406
1.0229	5.17	648000	0.9611
1.0229	5.17	648500	0.8852
1.0229	5.17	649000	0.8927
1.0229	5.18	649500	0.9860
1.021	5.18	650000	0.9290
1.021	5.19	650500	0.9212
1.021	5.19	651000	0.9878
1.021	5.19	651500	1.0790
1.021	5.2	652000	1.0249
1.021	5.2	652500	0.8701
1.021	5.21	653000	1.0284
1.021	5.21	653500	0.9422
1.021	5.21	654000	0.8737
1.021	5.22	654500	0.7958
1.0171	5.22	655000	0.8467
1.0171	5.23	655500	0.9534
1.0171	5.23	656000	0.8574
1.0171	5.23	656500	0.8904
1.0171	5.24	657000	0.9745
1.0171	5.24	657500	0.9517
1.0171	5.25	658000	1.0567
1.0171	5.25	658500	0.9162
1.0171	5.25	659000	0.9735
1.0171	5.26	659500	0.9022
1.0238	5.26	660000	0.8616
1.0238	5.27	660500	0.9050
1.0238	5.27	661000	0.9622
1.0238	5.27	661500	1.0347
1.0238	5.28	662000	1.0210
1.0238	5.28	662500	0.8851
1.0238	5.29	663000	0.9301
1.0238	5.29	663500	1.0422
1.0238	5.29	664000	0.9971
1.0238	5.3	664500	0.9355
1.0167	5.3	665000	0.9311
1.0167	5.31	665500	0.9472
1.0167	5.31	666000	1.0257
1.0167	5.31	666500	0.8690
1.0167	5.32	667000	0.9437
1.0167	5.32	667500	0.9954
1.0167	5.33	668000	0.9337
1.0167	5.33	668500	0.7841
1.0167	5.33	669000	0.8062
1.0167	5.34	669500	0.8274
1.0202	5.34	670000	0.9266
1.0202	5.35	670500	0.9122
1.0202	5.35	671000	0.9639
1.0202	5.35	671500	0.8572
1.0202	5.36	672000	0.8892
1.0202	5.36	672500	0.8362
1.0202	5.37	673000	0.9504
1.0202	5.37	673500	0.9937
1.0202	5.37	674000	0.8698
1.0202	5.38	674500	0.9773
1.016	5.38	675000	0.9839
1.016	5.39	675500	1.0039
1.016	5.39	676000	0.8907
1.016	5.39	676500	0.8061
1.016	5.4	677000	0.9304
1.016	5.4	677500	1.0129
1.016	5.4	678000	1.0857
1.016	5.41	678500	0.8925
1.016	5.41	679000	0.9157
1.016	5.42	679500	0.9655
1.0171	5.42	680000	1.0328
1.0171	5.42	680500	1.0500
1.0171	5.43	681000	1.0057
1.0171	5.43	681500	0.8268
1.0171	5.44	682000	0.9277
1.0171	5.44	682500	0.9208
1.0171	5.44	683000	1.0381
1.0171	5.45	683500	0.8479
1.0171	5.45	684000	0.9899
1.0171	5.46	684500	0.9248
1.0196	5.46	685000	0.7801
1.0196	5.46	685500	1.0212
1.0196	5.47	686000	0.8578
1.0196	5.47	686500	0.8960
1.0196	5.48	687000	1.0293
1.0196	5.48	687500	0.8907
1.0196	5.48	688000	0.9163
1.0196	5.49	688500	0.8500
1.0196	5.49	689000	0.8569
1.0196	5.5	689500	0.8694
1.0105	5.5	690000	0.9454
1.0105	5.5	690500	0.9378
1.0105	5.51	691000	1.0272
1.0105	5.51	691500	0.9939
1.0105	5.52	692000	0.9053
1.0105	5.52	692500	0.9528
1.0105	5.52	693000	1.0812
1.0105	5.53	693500	0.9310
1.0105	5.53	694000	0.7844
1.0105	5.54	694500	0.9880
1.0102	5.54	695000	1.0146
1.0102	5.54	695500	0.8628
1.0102	5.55	696000	0.8688
1.0102	5.55	696500	0.8051
1.0102	5.56	697000	0.9322
1.0102	5.56	697500	0.8206
1.0102	5.56	698000	0.9688
1.0102	5.57	698500	0.9473
1.0102	5.57	699000	0.9552
1.0102	5.58	699500	1.0530
1.0115	5.58	700000	0.8731
1.0115	5.58	700500	1.0328
1.0115	5.59	701000	0.9064
1.0115	5.59	701500	0.9943
1.0115	5.6	702000	0.9061
1.0115	5.6	702500	0.9250
1.0115	5.6	703000	0.7881
1.0115	5.61	703500	0.9624
1.0115	5.61	704000	0.8825
1.0115	5.62	704500	0.9036
1.0109	5.62	705000	0.7452
1.0109	5.62	705500	0.9161
1.0109	5.63	706000	0.9882
1.0109	5.63	706500	0.9621
1.0109	5.64	707000	0.8813
1.0109	5.64	707500	0.8658
1.0109	5.64	708000	1.0149
1.0109	5.65	708500	1.0183
1.0109	5.65	709000	0.9164
1.0109	5.66	709500	0.8151
1.0086	5.66	710000	0.7982
1.0086	5.66	710500	1.0239
1.0086	5.67	711000	1.0140
1.0086	5.67	711500	0.8940
1.0086	5.68	712000	0.7983
1.0086	5.68	712500	0.9250
1.0086	5.68	713000	0.9252
1.0086	5.69	713500	0.8270
1.0086	5.69	714000	1.0010
1.0086	5.7	714500	1.0193
1.005	5.7	715000	0.9119
1.005	5.7	715500	0.9670
1.005	5.71	716000	0.8456
1.005	5.71	716500	1.0313
1.005	5.72	717000	0.9721
1.005	5.72	717500	0.9522
1.005	5.72	718000	0.9493
1.005	5.73	718500	0.9209
1.005	5.73	719000	0.9039
1.005	5.74	719500	0.9877
1.0051	5.74	720000	0.9386
1.0051	5.74	720500	0.9685
1.0051	5.75	721000	0.7669
1.0051	5.75	721500	0.8987
1.0051	5.76	722000	0.8476
1.0051	5.76	722500	1.0367
1.0051	5.76	723000	1.0706
1.0051	5.77	723500	0.9094
1.0051	5.77	724000	0.8537
1.0051	5.78	724500	0.8750
1.0095	5.78	725000	0.9280
1.0095	5.78	725500	0.9325
1.0095	5.79	726000	0.7225
1.0095	5.79	726500	0.8816
1.0095	5.8	727000	0.9149
1.0095	5.8	727500	0.7501
1.0095	5.8	728000	0.8273
1.0095	5.81	728500	1.0590
1.0095	5.81	729000	0.8479
1.0095	5.82	729500	0.8666
1.006	5.82	730000	0.9465
1.006	5.82	730500	0.8657
1.006	5.83	731000	0.9909
1.006	5.83	731500	0.8824
1.006	5.84	732000	0.8482
1.006	5.84	732500	0.9539
1.006	5.84	733000	0.9489
1.006	5.85	733500	0.7902
1.006	5.85	734000	1.0161
1.006	5.86	734500	0.8540
1.0024	5.86	735000	1.0182
1.0024	5.86	735500	0.9770
1.0024	5.87	736000	0.9914
1.0024	5.87	736500	0.9955
1.0024	5.88	737000	0.8212
1.0024	5.88	737500	0.9693
1.0024	5.88	738000	0.9079
1.0024	5.89	738500	0.8064
1.0024	5.89	739000	0.8142
1.0024	5.9	739500	1.0897
1.0017	5.9	740000	0.9662
1.0017	5.9	740500	0.9686
1.0017	5.91	741000	0.9172
1.0017	5.91	741500	0.8716
1.0017	5.92	742000	0.8203
1.0017	5.92	742500	0.8302
1.0017	5.92	743000	0.9544
1.0017	5.93	743500	0.8669
1.0017	5.93	744000	0.9500
1.0017	5.94	744500	0.9004
1.0012	5.94	745000	0.9040
1.0012	5.94	745500	0.9423
1.0012	5.95	746000	0.9847
1.0012	5.95	746500	0.9213
1.0012	5.95	747000	0.8033
1.0012	5.96	747500	0.9221
1.0012	5.96	748000	1.0089
1.0012	5.97	748500	1.0117
1.0012	5.97	749000	1.0311
1.0012	5.97	749500	0.8806
1.0034	5.98	750000	0.8896
1.0034	5.98	750500	0.8909
1.0034	5.99	751000	0.9069
1.0034	5.99	751500	1.1209
1.0034	5.99	752000	0.9591
1.0034	6.0	752500	0.8464
1.0034	6.0	753000	0.8688
1.0034	6.01	753500	0.9435
1.0034	6.01	754000	0.8257
1.0034	6.01	754500	0.9279
1.0039	6.02	755000	0.8210
1.0039	6.02	755500	0.8580
1.0039	6.03	756000	0.8587
1.0039	6.03	756500	0.9246
1.0039	6.03	757000	0.9535
1.0039	6.04	757500	0.8659
1.0039	6.04	758000	0.8041
1.0039	6.05	758500	0.8632
1.0039	6.05	759000	0.9080
1.0039	6.05	759500	0.8901
0.9967	6.06	760000	0.8483
0.9967	6.06	760500	1.0122
0.9967	6.07	761000	0.8724
0.9967	6.07	761500	0.8896
0.9967	6.07	762000	0.9479
0.9967	6.08	762500	0.8606
0.9967	6.08	763000	0.8708
0.9967	6.09	763500	0.8332
0.9967	6.09	764000	0.9483
0.9967	6.09	764500	0.8484
0.9973	6.1	765000	0.9332
0.9973	6.1	765500	0.9832
0.9973	6.11	766000	0.9907
0.9973	6.11	766500	0.8967
0.9973	6.11	767000	0.9782
0.9973	6.12	767500	0.9469
0.9973	6.12	768000	0.8108
0.9973	6.13	768500	0.9586
0.9973	6.13	769000	0.9186
0.9973	6.13	769500	0.8333
0.9932	6.14	770000	0.9536
0.9932	6.14	770500	0.9952
0.9932	6.15	771000	1.0689
0.9932	6.15	771500	0.9478
0.9932	6.15	772000	0.9737
0.9932	6.16	772500	0.9283
0.9932	6.16	773000	0.8436
0.9932	6.17	773500	0.8236
0.9932	6.17	774000	1.0011
0.9932	6.17	774500	0.9239
0.9987	6.18	775000	1.0566
0.9987	6.18	775500	0.8153
0.9987	6.19	776000	0.9156
0.9987	6.19	776500	0.9052
0.9987	6.19	777000	0.9518
0.9987	6.2	777500	0.9733
0.9987	6.2	778000	0.9663
0.9987	6.21	778500	0.9148
0.9987	6.21	779000	0.9095
0.9987	6.21	779500	0.8964
0.9909	6.22	780000	0.7817
0.9909	6.22	780500	0.8616
0.9909	6.23	781000	0.8510
0.9909	6.23	781500	0.8451
0.9909	6.23	782000	0.8413
0.9909	6.24	782500	0.9121
0.9909	6.24	783000	1.0267
0.9909	6.25	783500	0.9060
0.9909	6.25	784000	0.8989
0.9909	6.25	784500	0.9358
0.9927	6.26	785000	0.8948
0.9927	6.26	785500	1.0312
0.9927	6.27	786000	0.9574
0.9927	6.27	786500	0.9350
0.9927	6.27	787000	0.9041
0.9927	6.28	787500	0.9647
0.9927	6.28	788000	0.8358
0.9927	6.29	788500	0.8954
0.9927	6.29	789000	0.8776
0.9927	6.29	789500	1.0482
0.996	6.3	790000	1.0397
0.996	6.3	790500	0.8685
0.996	6.31	791000	0.8711
0.996	6.31	791500	0.8828
0.996	6.31	792000	1.0461
0.996	6.32	792500	0.8857
0.996	6.32	793000	0.9368
0.996	6.33	793500	0.8232
0.996	6.33	794000	0.8756
0.996	6.33	794500	0.9267
0.9896	6.34	795000	0.8715
0.9896	6.34	795500	1.0326
0.9896	6.35	796000	0.8041
0.9896	6.35	796500	0.9576
0.9896	6.35	797000	0.8521
0.9896	6.36	797500	0.8017
0.9896	6.36	798000	1.0939
0.9896	6.37	798500	0.8968
0.9896	6.37	799000	0.9652
0.9896	6.37	799500	0.9249
0.994	6.38	800000	0.8500
0.994	6.38	800500	0.7206
0.994	6.39	801000	0.8615
0.994	6.39	801500	0.9986
0.994	6.39	802000	0.8063
0.994	6.4	802500	1.0176
0.994	6.4	803000	0.8960
0.994	6.41	803500	0.8854
0.994	6.41	804000	0.9139
0.994	6.41	804500	0.7822
0.9958	6.42	805000	0.9427
0.9958	6.42	805500	0.9735
0.9958	6.43	806000	0.8944
0.9958	6.43	806500	0.9345
0.9958	6.43	807000	0.9065
0.9958	6.44	807500	0.9202
0.9958	6.44	808000	0.9480
0.9958	6.45	808500	0.8579
0.9958	6.45	809000	0.9276
0.9958	6.45	809500	0.9549
0.9882	6.46	810000	0.8804
0.9882	6.46	810500	0.8130
0.9882	6.47	811000	1.1009
0.9882	6.47	811500	0.8125
0.9882	6.47	812000	0.8842
0.9882	6.48	812500	0.8900
0.9882	6.48	813000	1.0715
0.9882	6.49	813500	0.8480
0.9882	6.49	814000	0.9390
0.9882	6.49	814500	0.8000
0.991	6.5	815000	0.9691
0.991	6.5	815500	0.8922
0.991	6.51	816000	0.9221
0.991	6.51	816500	0.8755
0.991	6.51	817000	0.9339
0.991	6.52	817500	0.8723
0.991	6.52	818000	0.8877
0.991	6.52	818500	0.8219
0.991	6.53	819000	0.9242
0.991	6.53	819500	0.6771
0.9861	6.54	820000	0.8055
0.9861	6.54	820500	0.9376
0.9861	6.54	821000	0.9888
0.9861	6.55	821500	0.9012
0.9861	6.55	822000	0.9952
0.9861	6.56	822500	0.8885
0.9861	6.56	823000	0.8471
0.9861	6.56	823500	0.8196
0.9861	6.57	824000	0.9844
0.9861	6.57	824500	0.9109
0.9898	6.58	825000	0.9349
0.9898	6.58	825500	0.8325
0.9898	6.58	826000	0.9090
0.9898	6.59	826500	0.8990
0.9898	6.59	827000	0.8400
0.9898	6.6	827500	0.8581
0.9898	6.6	828000	0.8753
0.9898	6.6	828500	0.7914
0.9898	6.61	829000	1.0040
0.9898	6.61	829500	0.9630
0.9837	6.62	830000	1.1000
0.9837	6.62	830500	0.8091
0.9837	6.62	831000	0.8648
0.9837	6.63	831500	0.9000
0.9837	6.63	832000	0.8534
0.9837	6.64	832500	0.9566
0.9837	6.64	833000	1.1115
0.9837	6.64	833500	0.9208
0.9837	6.65	834000	1.0053
0.9837	6.65	834500	0.8439
0.9868	6.66	835000	0.7839
0.9868	6.66	835500	0.8289
0.9868	6.66	836000	0.8398
0.9868	6.67	836500	0.9186
0.9868	6.67	837000	0.8369
0.9868	6.68	837500	0.9910
0.9868	6.68	838000	0.8221
0.9868	6.68	838500	0.8807
0.9868	6.69	839000	0.8802
0.9868	6.69	839500	0.8879
0.9858	6.7	840000	0.9746
0.9858	6.7	840500	0.8953
0.9858	6.7	841000	0.9128
0.9858	6.71	841500	0.9420
0.9858	6.71	842000	0.8358
0.9858	6.72	842500	0.9085
0.9858	6.72	843000	0.9151
0.9858	6.72	843500	0.9123
0.9858	6.73	844000	0.9390
0.9858	6.73	844500	0.9241
0.9841	6.74	845000	0.9065
0.9841	6.74	845500	0.7715
0.9841	6.74	846000	0.7679
0.9841	6.75	846500	0.8888
0.9841	6.75	847000	0.9385
0.9841	6.76	847500	0.8367
0.9841	6.76	848000	0.8996
0.9841	6.76	848500	0.9074
0.9841	6.77	849000	0.8990
0.9841	6.77	849500	0.9131
0.9854	6.78	850000	0.8199
0.9854	6.78	850500	0.7307
0.9854	6.78	851000	0.9317
0.9854	6.79	851500	0.9080
0.9854	6.79	852000	0.9298
0.9854	6.8	852500	0.8197
0.9854	6.8	853000	0.8714
0.9854	6.8	853500	0.8946
0.9854	6.81	854000	0.8858
0.9854	6.81	854500	0.9619
0.9826	6.82	855000	0.8851
0.9826	6.82	855500	1.0622
0.9826	6.82	856000	0.8822
0.9826	6.83	856500	0.7974
0.9826	6.83	857000	1.0049
0.9826	6.84	857500	1.0053
0.9826	6.84	858000	0.9182
0.9826	6.84	858500	0.9099
0.9826	6.85	859000	0.9661
0.9826	6.85	859500	0.9556
0.9849	6.86	860000	0.8848
0.9849	6.86	860500	0.9082
0.9849	6.86	861000	0.8517
0.9849	6.87	861500	0.8999
0.9849	6.87	862000	0.8854
0.9849	6.88	862500	0.9357
0.9849	6.88	863000	0.8086
0.9849	6.88	863500	0.8891
0.9849	6.89	864000	0.9230
0.9849	6.89	864500	0.8891
0.9796	6.9	865000	0.9250
0.9796	6.9	865500	0.8447
0.9796	6.9	866000	0.9322
0.9796	6.91	866500	1.0847
0.9796	6.91	867000	0.8899
0.9796	6.92	867500	0.9117
0.9796	6.92	868000	1.0228
0.9796	6.92	868500	0.9443
0.9796	6.93	869000	0.9674
0.9796	6.93	869500	0.9532
0.985	6.94	870000	0.9684
0.985	6.94	870500	0.8314
0.985	6.94	871000	0.8667
0.985	6.95	871500	0.9576
0.985	6.95	872000	0.8223
0.985	6.96	872500	0.9568
0.985	6.96	873000	1.0066
0.985	6.96	873500	0.8051
0.985	6.97	874000	0.8805
0.985	6.97	874500	0.8392
0.9799	6.98	875000	0.8335
0.9799	6.98	875500	0.7871
0.9799	6.98	876000	0.9849
0.9799	6.99	876500	0.9034
0.9799	6.99	877000	0.9406
0.9799	7.0	877500	0.9055
0.9799	7.0	878000	0.9616
0.9799	7.0	878500	0.8891
0.9799	7.01	879000	1.0465
0.9799	7.01	879500	0.9012
0.9845	7.02	880000	0.8274
0.9845	7.02	880500	0.8275
0.9845	7.02	881000	0.9490
0.9845	7.03	881500	0.8907
0.9845	7.03	882000	0.8422
0.9845	7.04	882500	0.8659
0.9845	7.04	883000	0.9143
0.9845	7.04	883500	0.8455
0.9845	7.05	884000	0.7979
0.9845	7.05	884500	1.0231
0.9775	7.06	885000	0.8295
0.9775	7.06	885500	0.9679
0.9775	7.06	886000	0.9115
0.9775	7.07	886500	0.9444
0.9775	7.07	887000	0.9536
0.9775	7.08	887500	0.8482
0.9775	7.08	888000	1.0060
0.9775	7.08	888500	0.9310
0.9775	7.09	889000	0.8907
0.9775	7.09	889500	0.9514
0.9773	7.09	890000	0.9874
0.9773	7.1	890500	0.8950
0.9773	7.1	891000	0.9017
0.9773	7.11	891500	0.9331
0.9773	7.11	892000	0.8415
0.9773	7.11	892500	0.9107
0.9773	7.12	893000	0.8773
0.9773	7.12	893500	0.8879
0.9773	7.13	894000	0.9030
0.9773	7.13	894500	0.9980
0.9783	7.13	895000	0.9534
0.9783	7.14	895500	0.9209
0.9783	7.14	896000	0.7966
0.9783	7.15	896500	0.8328
0.9783	7.15	897000	0.7522
0.9783	7.15	897500	0.9514
0.9783	7.16	898000	0.8920
0.9783	7.16	898500	0.9301
0.9783	7.17	899000	0.9480
0.9783	7.17	899500	0.9352
0.9774	7.17	900000	0.7933
0.9774	7.18	900500	0.8178
0.9774	7.18	901000	0.8640
0.9774	7.19	901500	0.8465
0.9774	7.19	902000	0.9560
0.9774	7.19	902500	0.8211
0.9774	7.2	903000	0.9247
0.9774	7.2	903500	0.9391
0.9774	7.21	904000	0.7608
0.9774	7.21	904500	0.9530
0.9751	7.21	905000	0.8084
0.9751	7.22	905500	0.9473
0.9751	7.22	906000	0.9229
0.9751	7.23	906500	0.8822
0.9751	7.23	907000	0.8708
0.9751	7.23	907500	0.8170
0.9751	7.24	908000	1.0213
0.9751	7.24	908500	0.8849
0.9751	7.25	909000	0.9030
0.9751	7.25	909500	0.9863
0.9732	7.25	910000	0.9764
0.9732	7.26	910500	0.9924
0.9732	7.26	911000	0.8018
0.9732	7.27	911500	1.0321
0.9732	7.27	912000	0.8620
0.9732	7.27	912500	0.8672
0.9732	7.28	913000	0.8607
0.9732	7.28	913500	0.9802
0.9732	7.29	914000	0.9260
0.9732	7.29	914500	0.8085
0.9783	7.29	915000	0.8240
0.9783	7.3	915500	0.8166
0.9783	7.3	916000	0.9107

The model card is truncated. Read the rest on Hugging Face.

Task: Fill-Mask
Library: transformers
Type: bert
License: mit
Created: Mar 8, 2024
Updated: Mar 9, 2024