Adding PyTorch EI Support - Githubissues

aws / sagemaker-pytorch-inference-toolkit

Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.

Apache License 2.0

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Adding PyTorch EI Support #38

Closed dfan closed 4 years ago

dfan commented 4 years ago

SIM Issue P31942688 (internal)

Description of changes:

Dockerfile and integration test changes for PyTorch-EI container.
PyTorch version is 1.3.1, Torchvision version is 0.4.2-cpu.
Note that the EI-modified PyTorch framework has a slightly different inference API. This is reflected in the inference script that I added
I also added additional parameters to test/integration/sagemaker/__init__.py, which are used in test/integration/sagemaker/test_mnist.py. test/resources/mnist/mnist.py is identical to test/resources/mnist/model_cpu/mnist.py and test/resources/mnist/model_gpu/mnist.py. I think test/resources/mnist/mnist.py should be deleted for consistency.

See CR-19107555 for the corresponding DLC infra changes.

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

sagemaker-bot commented 4 years ago

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arjkesh commented 4 years ago

Note there are some flake8 errors to be addressed in the build logs

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