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tensorflow_examples

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tensorflow_examples's Issues

Performance issue in /estimator/iris_classifier.py (by P3)

Hello! I've found a performance issue in /estimator/iris_classifier.py: dataset.batch(batch_size)(here) should be called before dataset.map(_parse_csv)(here), which could make your program more efficient.

Here is the tensorflow document to support it.

Besides, you need to check the function _parse_csv called in dataset.map(_parse_csv) whether to be affected or not to make the changed code work properly. For example, if _parse_csv needs data with shape (x, y, z) as its input before fix, it would require data with shape (batch_size, x, y, z) after fix.

Looking forward to your reply. Btw, I am very glad to create a PR to fix it if you are too busy.

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