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Zaida Zhou 6b0d5a5f1d | 9 months ago | |
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README.md | 9 months ago | |
train.ipynb | 9 months ago | |
train.py | 9 months ago |
First, you should get the collated Camvid dataset on OpenDataLab to use for the segmentation training example. The official download steps are shown below.
# https://opendatalab.com/CamVid
# Configure install
pip install opendatalab
# Upgraded version
pip install -U opendatalab
# Login
odl login
# Download this dataset
mkdir data
odl get CamVid -d data
# Preprocess data in Linux. You should extract the files to data manually in
# Windows
tar -xzvf data/CamVid/raw/CamVid.tar.gz.00 -C ./data
Single device training
python examples/segmentation/train.py
Distributed data parallel training
tochrun -nnodes 1 -nproc_per_node 8 examples/segmentation/train.py --launcher pytorch
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