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Update mnist_training with new APIs and current performance (iree-org…
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…#6935)

Updates `mnist_training.ipynb` to:
* use the `iree.compiler.tf` and `iree.runtime` APIs instead of `iree.tf.support`
* remove unused imports and the absl flag hack
* reflect the 28x inference speed-up and 15x training speed-up on x86 CPU since January
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phoenix-meadowlark authored Sep 1, 2021
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