litcoderr / complexcnn

pytorch implementation of complex convolutional neural network

Youngchae (James) Chee

Hello, fellow researchers and developers!

I’m an undergraduate computer science student at Hanyang University in Seoul, South Korea. I have a passion for coding and enjoy reading cutting-edge papers on machine learning. My goal is to contribute to the advancement of this technology.

Feel free to check out my curriculum vitae to learn more about my background.

Thank you

[ CV ]

complexcnn's Issues

Use ComplexCNN on Mnist

Thanks to give an example of ComplexCNN on pytorch. Could you give an example code of implementation of ComplexCNN on Mnist?

not using cuda devices

it seems that it select a cuda device if possible, but not using it while calculating : )
(while the program still works fine~)

Failed building wheel for pytorch

I am sorry. Recently, I wanna achieve a CNN for complex value. However, it is failed to install the package of complexcnn. I try it on Ubuntu OS and I already install the PyTorch. The installation operation as follow code, which is following the usage:

pip3 install complexcnn

Then, I got error logs:

Defaulting to user installation because normal site-packages is not writeable
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Processing /home/zheng_saber/.cache/pip/wheels/2d/55/ec/03d3284099dccbb57f283a69ea6b36a2ceb443457521615b21/complexcnn-0.1-py3-none-any.whl
Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from complexcnn) (1.18.5)
Collecting pytorch
Using cached https://pypi.tuna.tsinghua.edu.cn/packages/ee/67/f403d4ae6e9cd74b546ee88cccdb29b8415a9c1b3d80aebeb20c9ea91d96/pytorch-1.0.2.tar.gz (689 bytes)
Building wheels for collected packages: pytorch
Building wheel for pytorch (setup.py) ... error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-cn6m9oau/pytorch/setup.py'"'"'; file='"'"'/tmp/pip-install-cn6m9oau/pytorch/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-pjc0qhwo
cwd: /tmp/pip-install-cn6m9oau/pytorch/
Complete output (5 lines):
Traceback (most recent call last):
File "", line 1, in
File "/tmp/pip-install-cn6m9oau/pytorch/setup.py", line 15, in
raise Exception(message)
Exception: You tried to install "pytorch". The package named for PyTorch is "torch"

ERROR: Failed building wheel for pytorch
Running setup.py clean for pytorch
Failed to build pytorch
Installing collected packages: pytorch, complexcnn
Running setup.py install for pytorch ... error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-cn6m9oau/pytorch/setup.py'"'"'; file='"'"'/tmp/pip-install-cn6m9oau/pytorch/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /tmp/pip-record-qwbdg96q/install-record.txt --single-version-externally-managed --user --prefix= --compile --install-headers /home/zheng_saber/.local/include/python3.6m/pytorch
cwd: /tmp/pip-install-cn6m9oau/pytorch/
Complete output (5 lines):
Traceback (most recent call last):
File "", line 1, in
File "/tmp/pip-install-cn6m9oau/pytorch/setup.py", line 11, in
raise Exception(message)
Exception: You tried to install "pytorch". The package named for PyTorch is "torch"
----------------------------------------
ERROR: Command errored out with exit status 1: /usr/bin/python3 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-cn6m9oau/pytorch/setup.py'"'"'; file='"'"'/tmp/pip-install-cn6m9oau/pytorch/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /tmp/pip-record-qwbdg96q/install-record.txt --single-version-externally-managed --user --prefix= --compile --install-headers /home/zheng_saber/.local/include/python3.6m/pytorch Check the logs for full command output.

I wonder if the error caused by the name of "pytoruch" in setup file according to the log, "You tried to install "pytorch". The package named for PyTorch is "torch". Is that right? and what should I do to install this package. Thanks~

Implementation of Complex BatchNorm and Complex ReLU

Hi,
Thanks for providing ComplexCNN. I would like to know if there is any Pytorch implementation of Complex Batch Normalization and Complex ReLU.
Thank