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Running an AI neural style transfer model under Singularity

benswift.me · published 1 February 2022

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Host

https://benswift.me/blog/tag/dev/

benswift.me

https://benswift.me/blog/tag/ai/

benswift.me

https://sylabs.io/singularity/

sylabs.io

https://sylabs.io/guides/latest/user-guide/introduction.html

sylabs.io

https://github.com/crowsonkb/style-transfer-pytorch

github.com

https://github.com/crowsonkb/style-transfer-pytorch/blob/master/setup.py

github.com

https://pytorch.org

pytorch.org

https://sylabs.io/guides/latest/user-guide/quick_start.html

sylabs.io

https://sylabs.io/guides/latest/user-guide/singularity_and_docker.html

sylabs.io

https://hub.docker.com/r/pytorch/pytorch/tags

hub.docker.com

https://hub.docker.com/layers/pytorch/pytorch/1.7.1-cuda11.0-cudnn8-runtime/images/sha256-db6086be92f439b918c96dc002f4cf40239e247f0b1b6c32e3fb36de70032bf9?context=explore

hub.docker.com

https://github.com/crowsonkb/style-transfer-pytorch/blob/master/README.md

github.com

https://sylabs.io/guides/3.7/user-guide/gpu.html

sylabs.io

https://github.com/pytorch/vision/issues/4886

github.com

https://discuss.pytorch.org/t/geforce-rtx-3090-with-cuda-capability-sm-86-is-not-compatible-with-the-current-pytorch-installation/123499

discuss.pytorch.org

https://github.com/crowsonkb/style-transfer-pytorch/issues/1

github.com

https://catalog.ngc.nvidia.com/orgs/nvidia/containers/pytorch

catalog.ngc.nvidia.com

https://virtualenv.pypa.io/en/latest/

virtualenv.pypa.io

https://docs.conda.io/en/latest/

docs.conda.io

https://python-poetry.org/docs/

python-poetry.org

https://benswift.me/cdn-cgi/l/email-protection

benswift.me

https://pytorch.org/get-started/locally/

pytorch.org