Scaling Tensorflow data processing with tf.data (TF Dev Summit '20)

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Speaker:
Rohan Jain - Staff Software Engineer

Resources:

event: TensorFlow Dev Summit 2020; re_ty: Publish; product: TensorFlow - General; fullname: Rohan Jain;
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Looks amazing! Too bad it is only available in 2.3 (and nightly), I was so hyped about the snapshot feature

silvestrebahi
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Snapshot shall allow incremental building of data.

MrYurecz
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Why use this instead of pandas/numpy for preparing the data?

chrisminnoy
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I used this but did not work in training my data. I kept having the same error when I start training my model. GeneratorDatasetOp:Dataset will not be optimized because the dataset does not implement the AsGraphDefInternal() method needed to apply

BenDextlin
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what's the diff between snapshot and the legacy cache routine?

eggie