steadystate-mantle / stats /MLP_stats.txt
Agarwal
updated for paper reproducability
1a6266a
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architecture mae train mae cv diff diff + cv
[32, 2] 0.01167 0.01348 0.00181 0.01438
[64, 2] 0.01003 0.01141 0.00138 0.01211
[128, 2] 0.00979 0.0115 0.00171 0.01236
[256, 2] 0.00975 0.01108 0.00133 0.01174
[32, 3] 0.00849 0.00934 0.00085 0.00976
[64, 3] 0.00601 0.00769 0.00167 0.00852
[128, 3] 0.00572 0.00727 0.00155 0.00805
[256, 3] 0.00624 0.00729 0.00105 0.00782
[32, 4] 0.00642 0.00773 0.00131 0.00838
[64, 4] 0.00513 0.00599 0.00086 0.00642
[128, 4] 0.00439 0.00553 0.00114 0.0061
[256, 4] 0.0045 0.00584 0.00133 0.0065
[32, 5] 0.00709 0.00935 0.00226 0.01048
[64, 5] 0.00741 0.00838 0.00097 0.00886
[128, 5] 0.00442 0.00541 0.00098 0.0059
[256, 5] 0.00469 0.0071 0.00241 0.00831
[32, 6] 0.01028 0.01264 0.00236 0.01383
[64, 6] 0.01263 0.00999 -0.00264 0.00999
[128, 6] 0.00277 0.00861 0.00584 0.01154
[256, 6] 0.00694 0.00751 0.00057 0.00779
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