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Datasets:
abidlabs
/
mnist-lr-sweep-results

Tags:
mnist
learning-rate-sweep
from-scratch
License:
Dataset card Data Studio Files
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mnist-lr-sweep-results
File size: 3,779 Bytes
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run,step,train_loss
lr-1e-05,500,2.2731
lr-1e-05,1000,2.2461
lr-1e-05,1500,2.2108
lr-1e-05,2000,2.1517
lr-1e-05,2500,2.0984
lr-1e-05,3000,2.0156
lr-1e-05,3500,1.9617
lr-1e-05,4000,1.8012
lr-1e-05,4500,1.6849
lr-1e-05,5000,1.5305
lr-1e-05,5500,1.3501
lr-1e-05,6000,1.1489
lr-1e-05,6500,1.0005
lr-1e-05,7000,0.8375
lr-1e-05,7500,0.7423
lr-1e-05,8000,0.6933
lr-1e-05,8500,0.7768
lr-1e-05,9000,0.5733
lr-1e-05,9500,0.5380
lr-1e-05,10000,0.5141
lr-3e-05,500,2.1989
lr-3e-05,1000,2.0283
lr-3e-05,1500,1.7396
lr-3e-05,2000,1.1673
lr-3e-05,2500,0.8889
lr-3e-05,3000,0.5769
lr-3e-05,3500,0.5307
lr-3e-05,4000,0.4017
lr-3e-05,4500,0.4913
lr-3e-05,5000,0.4113
lr-3e-05,5500,0.3124
lr-3e-05,6000,0.4433
lr-3e-05,6500,0.4054
lr-3e-05,7000,0.2707
lr-3e-05,7500,0.2853
lr-3e-05,8000,0.2668
lr-3e-05,8500,0.4938
lr-3e-05,9000,0.2944
lr-3e-05,9500,0.2797
lr-3e-05,10000,0.2578
lr-0.0001,500,1.5827
lr-0.0001,1000,0.4887
lr-0.0001,1500,0.5324
lr-0.0001,2000,0.2676
lr-0.0001,2500,0.4346
lr-0.0001,3000,0.2843
lr-0.0001,3500,0.2930
lr-0.0001,4000,0.2361
lr-0.0001,4500,0.3151
lr-0.0001,5000,0.2116
lr-0.0001,5500,0.1649
lr-0.0001,6000,0.2973
lr-0.0001,6500,0.3221
lr-0.0001,7000,0.1483
lr-0.0001,7500,0.1861
lr-0.0001,8000,0.1273
lr-0.0001,8500,0.3061
lr-0.0001,9000,0.1149
lr-0.0001,9500,0.1400
lr-0.0001,10000,0.1462
lr-0.0003,500,0.3646
lr-0.0003,1000,0.2597
lr-0.0003,1500,0.4049
lr-0.0003,2000,0.1312
lr-0.0003,2500,0.2811
lr-0.0003,3000,0.1635
lr-0.0003,3500,0.1639
lr-0.0003,4000,0.1545
lr-0.0003,4500,0.1853
lr-0.0003,5000,0.0662
lr-0.0003,5500,0.0887
lr-0.0003,6000,0.1436
lr-0.0003,6500,0.1542
lr-0.0003,7000,0.0850
lr-0.0003,7500,0.1155
lr-0.0003,8000,0.0610
lr-0.0003,8500,0.1087
lr-0.0003,9000,0.0371
lr-0.0003,9500,0.0700
lr-0.0003,10000,0.0465
lr-0.001,500,0.2685
lr-0.001,1000,0.1461
lr-0.001,1500,0.1850
lr-0.001,2000,0.0694
lr-0.001,2500,0.1515
lr-0.001,3000,0.0836
lr-0.001,3500,0.0941
lr-0.001,4000,0.0777
lr-0.001,4500,0.0848
lr-0.001,5000,0.0159
lr-0.001,5500,0.0724
lr-0.001,6000,0.0549
lr-0.001,6500,0.0350
lr-0.001,7000,0.0284
lr-0.001,7500,0.0644
lr-0.001,8000,0.0630
lr-0.001,8500,0.0157
lr-0.001,9000,0.0084
lr-0.001,9500,0.0153
lr-0.001,10000,0.0135
lr-0.003,500,0.1639
lr-0.003,1000,0.0858
lr-0.003,1500,0.0560
lr-0.003,2000,0.0333
lr-0.003,2500,0.0499
lr-0.003,3000,0.0377
lr-0.003,3500,0.0316
lr-0.003,4000,0.0224
lr-0.003,4500,0.0289
lr-0.003,5000,0.0021
lr-0.003,5500,0.0337
lr-0.003,6000,0.0075
lr-0.003,6500,0.0148
lr-0.003,7000,0.0073
lr-0.003,7500,0.0233
lr-0.003,8000,0.0178
lr-0.003,8500,0.0016
lr-0.003,9000,0.0011
lr-0.003,9500,0.0006
lr-0.003,10000,0.0014
lr-0.01,500,0.0430
lr-0.01,1000,0.0450
lr-0.01,1500,0.0226
lr-0.01,2000,0.0127
lr-0.01,2500,0.0160
lr-0.01,3000,0.0166
lr-0.01,3500,0.0052
lr-0.01,4000,0.0044
lr-0.01,4500,0.0081
lr-0.01,5000,0.0003
lr-0.01,5500,0.0228
lr-0.01,6000,0.0010
lr-0.01,6500,0.0035
lr-0.01,7000,0.0002
lr-0.01,7500,0.0016
lr-0.01,8000,0.0002
lr-0.01,8500,0.0001
lr-0.01,9000,0.0001
lr-0.01,9500,0.0001
lr-0.01,10000,0.0001
lr-0.03,500,0.0362
lr-0.03,1000,0.0588
lr-0.03,1500,0.0237
lr-0.03,2000,0.0148
lr-0.03,2500,0.0024
lr-0.03,3000,0.0020
lr-0.03,3500,0.0021
lr-0.03,4000,0.0161
lr-0.03,4500,0.0014
lr-0.03,5000,0.0005
lr-0.03,5500,0.0005
lr-0.03,6000,0.0002
lr-0.03,6500,0.0001
lr-0.03,7000,0.0000
lr-0.03,7500,0.0002
lr-0.03,8000,0.0000
lr-0.03,8500,0.0000
lr-0.03,9000,0.0000
lr-0.03,9500,0.0000
lr-0.03,10000,0.0000
lr-0.1,500,0.0243
lr-0.1,1000,0.0563
lr-0.1,1500,0.0403
lr-0.1,2000,0.0138
lr-0.1,2500,0.0017
lr-0.1,3000,0.0013
lr-0.1,3500,0.0002
lr-0.1,4000,0.0005
lr-0.1,4500,0.0010
lr-0.1,5000,0.0003
lr-0.1,5500,0.0004
lr-0.1,6000,0.0003
lr-0.1,6500,0.0042
lr-0.1,7000,0.0074
lr-0.1,7500,0.0235
lr-0.1,8000,0.0132
lr-0.1,8500,0.0026
lr-0.1,9000,0.0000
lr-0.1,9500,0.0001
lr-0.1,10000,0.0058
lr-0.1,10500,0.0006