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install-arm.sh
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#!/bin/bash
# Conda Installation
wget http://repo.continuum.io/miniconda/Miniconda3-latest-Linux-armv7l.sh
bash Miniconda3-latest-Linux-armv7l.sh -b -p $HOME/miniconda
echo 'export PATH=$PATH:/home/pi/miniconda/bin' >> ~/.bashrc
source ~/.bashrc
conda install anaconda-client
anaconda search -t conda blas
anaconda search -t conda openblas
anaconda search -t conda python
conda config --add channels rpi
echo "conda create -n fedml-iot"
conda create -n fedml-iot
echo "source activate fedml-iot"
source activate fedml-iot
alias python='/usr/bin/python3.7'
alias pip=pip3
# Install PyTorch 1.7: https://mathinf.com/pytorch/arm64/
sudo apt install libopenblas-base libopenblas-dev libblas-dev m4 cmake cython python3-dev python3-yaml python3-setuptools python3-wheel python3-pillow python3-numpy
sudo pip3 install ./pytorch-pkg-on-rpi/torch-1.4.0a0+7f73f1d-cp37-cp37m-linux_armv7l.whl
sudo pip3 install ./pytorch-pkg-on-rpi/torchvision-0.5.0a0+85b8fbf-cp37-cp37m-linux_armv7l.whl
cd /usr/local/lib/python3.7/dist-packages/torch
sudo mv _C.cpython-37m-arm-linux-gnueabi.so _C.so
sudo mv _dl.cpython-37m-arm-linux-gnueabi.so _dl.so
# install again, to make sure pytorch related packages are installed
sudo apt install libopenblas-base libopenblas-dev libblas-dev m4 cmake cython python3-dev python3-yaml python3-setuptools python3-wheel python3-pillow python3-numpy
# Install Wandb
pip3 install --upgrade wandb
# Install other required package
conda install scikit-learn
conda install numpy
conda install h5py
conda install setproctitle
conda install networkx
pip3 install requests
pip3 install -r requirements.txt
# install the dataset
# 1. MNIST
cd ./FedML/data/MNIST
sh download_and_unzip.sh
cd ../../../
# 2. FederatedEMNIST
cd ./FedML/data/FederatedEMNIST
sh download_federatedEMNIST.sh
cd ../../../
# 3. shakespeare
cd ./FedML/data/shakespeare
sh download_shakespeare.sh
cd ../../../
# 4. fed_shakespeare
cd ./FedML/data/fed_shakespeare
sh download_shakespeare.sh
cd ../../../
# 5. fed_cifar100
cd ./FedML/data/fed_cifar100
sh download_fedcifar100.sh
cd ../../../
# 6. stackoverflow
cd ./FedML/data/stackoverflow
sh download_stackoverflow.sh
cd ../../../
# 7. CIFAR10
cd ./FedML/data/cifar10
sh download_cifar10.sh
cd ../../../
# 8. CIFAR100
cd ./FedML/data/cifar100
sh download_cifar100.sh
cd ../../../
# 9. CINIC10
cd ./FedML/data/cinic10
sh download_cinic10.sh > cinic10_downloading_log.txt
cd ../../../