Daniil Pakhomov

icon indicating a website link http://warmspringwinds.github.io/ icon indicating an email [email protected]

icon location PhD student at JHU. Research interests: Image Classification, Image Segmentation, Face Detection and Face Recognition mostly based on Deep Learning.

Results 75 comments of Daniil Pakhomov

Project Progress

@ahkarami I am glad you liked it :) Yes, the project is alive an developing -- our focus is just directed towards 2d data so far. We will add support...

is rnn supported?

@qwliu So far only these layers are supported: https://github.com/warmspringwinds/pytorch-cpp#implemented-layers

test speed

Sorry for the late reply @jjn037 This piece of code is slow because you transfer the data from gpu to cpu -- this is usually an expensive operation and should...

test speed

FYI, I have just added a file with a speed benchmark: https://github.com/warmspringwinds/pytorch-cpp/blob/master/examples/resnet_18_8s_benchmark.cpp

Where is the HDF5 file?

@samhodge It's already converted here: https://github.com/warmspringwinds/pytorch-cpp#segmentation-pascal-voc

ATen is out of date

Hi @samhodge -- I didn't really test it on macos yet but I will have a look at this Thank you for letting me know about these problems 👍

ATen is out of date

@samhodge Yay, You are welcome :) For the future, try to get a linux machine -- a lot of open source projects are having issues with clang

How to replace get_hdf5_file_keys()

Hi, @kirill-pinigin , we use 1.8 We have more information here: https://github.com/warmspringwinds/pytorch-cpp#hdf5

Got different result after BN1

Hi @pharrellyhy Did you check it using the last cell here: https://github.com/warmspringwinds/pytorch-cpp/blob/master/convert_weights.ipynb It will be different a bit. also make sure that you have switched your pytorch code into test...

Got different result after BN1

@pharrellyhy Could you please provide me with code that you use to benchmark both pytorch and pytorch-cpp versions? It's really important to do it right.