pplonski/keras2cpp

Right Keras and Tensorflow version?

SergeySlyusarEZlo opened this issue · 3 comments

SergeySlyusarEZlo commented

Hello Freund, Grate work! I run your test with Python 2.7 , Keras 1.2.2 Tensorflow 1.0.1 and have wrong result:

.......
Compile keras2cpp code
Run predictions with dumped network and random data sample from step 2
Testing network from test_cnn.dumped on data from test_random_input.dat
DataChunk2D 1x28x28
DataChunkFlat values:
0.0631625 0.092902 0.0489044 0.0912403 0.0523701 0.128736 0.0515021 0.180591 0.192843 0.0977486
Test, step 4
Compare Keras and Keras2cpp outputs
Test: [ERROR]
The output from Keras and Keras2cpp are different.
Difference value: 0.154017945
Cleaning after test

What version of this items do you use ?

pplonski commented

Hey! This code was working with Keras 1.2 (if I remember correctly) and Theano. For using with Tensorflow you will need to do some adjustment in the code -> there is different ordering of channels, height, width and samples between Theano and Tensorflow - that's why it is not working.

olivino commented
gosha20777 commented

Thanks Em ter, 15 de jan de 2019 05:46, Piotr <notifications@github.com escreveu:
…
Hey! This code was working with Keras 1.2 (if I remember correctly) and Theano. For using with Tensorflow you will need to do some adjustment in the code -> there is different ordering of channels, height, width and samples between Theano and Tensorflow - that's why it is not working. — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#41 (comment)>, or mute the thread https://github.com/notifications/unsubscribe-auth/ALf5O_byHRtxD3iDvDSD7YVf3vMwc4PRks5vDZV6gaJpZM4aAeE_ .

You can try to use this one https://github.com/gosha20777/keras2cpp