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Update README.md

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**word_language_model**: Example based on [https://github.com/pytorch/examples/tree/master/word_language_model](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 the Pytorch 0.4 container.
**docker**: Example of a minimal Dockerfile that installs Apex on top of an existing container.
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