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NeuromorphicProcessorProject / snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
MIT License
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ModuleNotFoundError: No module named 'keras_rewiring' #132

Open sauravtii opened 1 year ago

sauravtii commented 1 year ago

Hi, I am trying to run this script, but after running it I am getting the following error. I am using the pypi version of SNN-toolbox. There is no config file as I am facing the error before the config file gets generated.

2022-09-21 17:04:42.640893: I tensorflow/core/util/util.cc:169] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2022-09-21 17:04:42.663173: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
2022-09-21 17:04:42.663183: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
Traceback (most recent call last):
  File "spinnaker_mnist.py", line 9, in <module>
    from keras_rewiring import Sparse, SparseConv2D, SparseDepthwiseConv2D
ModuleNotFoundError: No module named 'keras_rewiring'
rbodo commented 1 year ago

You are missing a spinnaker-related dependency. You can try installing it from here: https://devpick.io/project?name=pabogdan/keras_rewiring This code has been contributed by the spinnaker team and I can't offer support for it, please contact them directly in case of issues.

sauravtii commented 1 year ago

I followed the instructions mentioned in the link but faced the following issues while installing it:

After using python setup.py develop

running develop
/home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages/setuptools/command/easy_install.py:144: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools.
  warnings.warn(
/home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
  warnings.warn(
running egg_info
creating keras_rewiring.egg-info
writing keras_rewiring.egg-info/PKG-INFO
writing dependency_links to keras_rewiring.egg-info/dependency_links.txt
writing requirements to keras_rewiring.egg-info/requires.txt
writing top-level names to keras_rewiring.egg-info/top_level.txt
writing manifest file 'keras_rewiring.egg-info/SOURCES.txt'
reading manifest file 'keras_rewiring.egg-info/SOURCES.txt'
writing manifest file 'keras_rewiring.egg-info/SOURCES.txt'
running build_ext
Creating /home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages/keras-rewiring.egg-link (link to .)
Adding keras-rewiring 0.0.1 to easy-install.pth file

Installed /home/saurav/keras_rewiring
Processing dependencies for keras-rewiring==0.0.1
Searching for colorama
Reading https://pypi.org/simple/colorama/
/home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages/pkg_resources/__init__.py:122: PkgResourcesDeprecationWarning:  is an invalid version and will not be supported in a future release
  warnings.warn(
Downloading https://files.pythonhosted.org/packages/77/8b/7550e87b2d308a1b711725dfaddc19c695f8c5fa413c640b2be01662f4e6/colorama-0.4.5-py2.py3-none-any.whl#sha256=854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da
Best match: colorama 0.4.5
Processing colorama-0.4.5-py2.py3-none-any.whl
Installing colorama-0.4.5-py2.py3-none-any.whl to /home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages
Adding colorama 0.4.5 to easy-install.pth file

Installed /home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages/colorama-0.4.5-py3.9.egg
Searching for statsmodel
Reading https://pypi.org/simple/statsmodel/
Couldn't find index page for 'statsmodel' (maybe misspelled?)
Scanning index of all packages (this may take a while)
Reading https://pypi.org/simple/
No local packages or working download links found for statsmodel
error: Could not find suitable distribution for Requirement.parse('statsmodel')

After using python setup.py install

running install
/home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
  warnings.warn(
/home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages/setuptools/command/easy_install.py:144: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools.
  warnings.warn(
running bdist_egg
running egg_info
writing keras_rewiring.egg-info/PKG-INFO
writing dependency_links to keras_rewiring.egg-info/dependency_links.txt
writing requirements to keras_rewiring.egg-info/requires.txt
writing top-level names to keras_rewiring.egg-info/top_level.txt
reading manifest file 'keras_rewiring.egg-info/SOURCES.txt'
writing manifest file 'keras_rewiring.egg-info/SOURCES.txt'
installing library code to build/bdist.linux-x86_64/egg
running install_lib
warning: install_lib: 'build/lib' does not exist -- no Python modules to install

creating build
creating build/bdist.linux-x86_64
creating build/bdist.linux-x86_64/egg
creating build/bdist.linux-x86_64/egg/EGG-INFO
copying keras_rewiring.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO
copying keras_rewiring.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
copying keras_rewiring.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
copying keras_rewiring.egg-info/requires.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
copying keras_rewiring.egg-info/top_level.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
zip_safe flag not set; analyzing archive contents...
creating dist
creating 'dist/keras_rewiring-0.0.1-py3.9.egg' and adding 'build/bdist.linux-x86_64/egg' to it
removing 'build/bdist.linux-x86_64/egg' (and everything under it)
Processing keras_rewiring-0.0.1-py3.9.egg
Copying keras_rewiring-0.0.1-py3.9.egg to /home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages
Removing keras-rewiring 0.0.1 from easy-install.pth file
Adding keras-rewiring 0.0.1 to easy-install.pth file

Installed /home/saurav/miniconda3/envs/tf/lib/python3.9/site-packages/keras_rewiring-0.0.1-py3.9.egg
Processing dependencies for keras-rewiring==0.0.1
Searching for statsmodel
Reading https://pypi.org/simple/statsmodel/
Couldn't find index page for 'statsmodel' (maybe misspelled?)
Scanning index of all packages (this may take a while)
Reading https://pypi.org/simple/
No local packages or working download links found for statsmodel
error: Could not find suitable distribution for Requirement.parse('statsmodel')

I have also raied this query on the official group of SpiNNaker, but trying it over here as well if anyone might know the solution to it.