setup.sh

# Copyright 2024 Jungwoo Park (affjljoo3581)
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# 1. Install miniconda3 (with removing legacy).
rm -rf ~/miniconda3
wget https://repo.anaconda.com/miniconda/Miniconda3-py310_24.1.2-0-Linux-x86_64.sh
bash Miniconda3-py310_24.1.2-0-Linux-x86_64.sh -b -u
rm Miniconda3-py310_24.1.2-0-Linux-x86_64.sh

~/miniconda3/bin/conda init bash
eval "$(~/miniconda3/bin/conda shell.bash hook)"


# 2. Install requirements.
pip install -U jax[tpu] -f https://storage.googleapis.com/jax-releases/libtpu_releases.html
pip install -U torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
pip install -U flax optax chex webdataset timm wandb


# 3. Install Pillow-SIMD.
conda install -c conda-forge -y libjpeg-turbo
pip uninstall -y pillow
CC="cc -mavx2" pip install -U --force-reinstall pillow-simd