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Add information how to cite TensorFlow Model Garden

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Adds a feature to process a dictionary for `input_paths` in `DataConfig`, to allow combining multiple datasets using a user defined combine_fn.

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This allows the exported TF Lite MoveNet model to be able to run on device GPU
using OpenCL/OpenGL.

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Add model export config to RetinaNet, which optionally cast model outputs to floats, and normalize output box coordinates.

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over new parameters in the CenterNet model.

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In nlp/train.py and vision/beta/train.py, certain flags are marked as required. Additionally, in certain functions, error messages are improved if a necessary flag is not specified, which is a fallback in case a file calling define_flags() does not mark the necessary flags are required. Previously if any of these flags were not specified, it would crash with a cryptic error message, making it hard to tell what went wrong.

In a subsequent change, I will mark flags as required in more files which call define_flags().

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Before, it returned None. But almost every use of get_distribution_strategy() assumes an actual strategy is returned and crashes when None is returned. Returning the default strategy fixes these issues and is equivalent to using no strategy, as the default strategy is always in effect when no other strategy is used.

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Adds a video classification export module for example. The module is subject to change in the near future.

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Some parts of the forward pass would previously overflow in float16. Such parts are now done in float32.

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