search

furiosa-ai / furiosa-models

FuriosaAI Model Zoo Project
https://furiosa-ai.github.io/furiosa-models/
Apache License 2.0
9 stars 6 forks source link

Add np.ndarray support for effnet preproc #142

Closed furiosamg closed 1 year ago

furiosamg commented 1 year ago

Fixes #139

furiosa-infra commented 1 year ago

54d9b9e feat: add np.ndarray support for preproc


----------------------------------------------------- benchmark: 1 tests ----------------------------------------------------
Name (time in ms)                   Min         Max     Mean  StdDev   Median     IQR   Outliers      OPS  Rounds  Iterations
-----------------------------------------------------------------------------------------------------------------------------
test_efficientnetb0_accuracy     6.1671  1,027.8611  15.0319  9.2053  13.7847  2.4872  1979;5194  66.5254   50000           1
-----------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean
furiosa-infra commented 1 year ago

54d9b9e feat: add np.ndarray support for preproc


----------------------------------------------------- benchmark: 1 tests ----------------------------------------------------
Name (time in ms)                     Min       Max     Mean  StdDev   Median     IQR   Outliers      OPS  Rounds  Iterations
-----------------------------------------------------------------------------------------------------------------------------
test_efficientnetv2s_accuracy     10.5962  243.2922  15.6621  4.7635  15.2405  1.4513  1109;2967  63.8483   50000           1
-----------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean