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Contents:

distributed: Walkthrough of apex distributed data parallel utilities.

FP16_Optimizer_simple: Simple examples demonstrating various use cases of FP16_Optimizer to automatically manage master parameters and static or dynamic loss scaling.

imagenet: Example based on https://github.com/pytorch/examples/tree/master/imagenet showing the use of FP16_Optimizer, as well as manual management of master parameters and loss scaling for illustration/comparison.

word_language_model: Example based on https://github.com/pytorch/examples/tree/master/word_language_model showing the use of FP16_Optimizer, as well as manual management of master parameters and loss scaling for illustration/comparison.

docker: Example of a minimal Dockerfile that installs Apex on top of an existing container.