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Utilities for working with tensorflow

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### Python 3 Conversion I encountered a few stray bugs while using the tpu-specific utilities with Python 3. Specifically I'm using 3.7.10 but these problems should affect all Python 3.x....

Tensorflow metrics defined in the validation params (e.g. tf.metrics.mean_iou) can have local variables, and these variables should be initialized properly in the target function.

The map object in github information cannot be sonified.

Finish the AlexNet example

Git check problem, which will throw out an error for now.

Current solution for correct weight decay on multi-GPUs is awkward unless you use regularizers. But what's the generic solution?

Loss fn should take inputs and outputs and that's it. Basically forcing the user to write a wrapper for standard loss functions is a less bad thing that having a...