Deep Learning/TensorRT

[TensorRT] PyTorch Container to accelerate via Torch-TRT

jstar0525 2022. 1. 23. 04:05
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If you have Docker 19.03 or later, a typical command to launch the container is:

$ docker run --gpus all -it --rm -v local_dir:container_dir nvcr.io/nvidia/pytorch:xx.xx-py3

If you have Docker 19.02 or earlier, a typical command to launch the container is:

$ nvidia-docker run -it --rm -v local_dir:container_dir nvcr.io/nvidia/pytorch:xx.xx-py3

 

 

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

 

PyTorch | NVIDIA NGC

PyTorch is a GPU accelerated tensor computational framework. Functionality can be extended with common Python libraries such as NumPy and SciPy. Automatic differentiation is done with a tape-based system at the functional and neural network layer levels.

catalog.ngc.nvidia.com

https://docs.nvidia.com/deeplearning/frameworks/support-matrix/index.html

 

Frameworks Support Matrix :: NVIDIA Deep Learning Frameworks Documentation

 

docs.nvidia.com

 

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