Skip to content

Instantly share code, notes, and snippets.

@szrxiao
Last active December 11, 2017 23:11
Show Gist options
  • Save szrxiao/d8ef06743375f5406c6e49735eacf74e to your computer and use it in GitHub Desktop.
Save szrxiao/d8ef06743375f5406c6e49735eacf74e to your computer and use it in GitHub Desktop.
Dense Scale Pyramid Resnet18
##Dense Scale Pyramid Resnet18
Baseline: 450000 iterations, batchsize 256
Resnet18 112
accuracy = 0.62748
accuracy_top_5 = 0.84526
Resnet18 224
accuracy = 0.6934
accuracy_top_5 = 0.8878
DSP 0.25
accuracy1 = 0.6248
accuracy1_top_5 = 0.8468
accuracy2 = 0.65
accuracy2_top_5 = 0.8584
DSP 0.5
accuracy1 = 0.6138
accuracy1_top_5 = 0.8424
accuracy2 = 0.6736
accuracy2_top_5 = 0.8804
DSP 1.0
accuracy1 = 0.6144
accuracy1_top_5 = 0.836
accuracy2 = 0.711
accuracy2_top_5 = 0.9044
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment