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Feature request: (documentation) operation complexity / performance chart #15994
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Thank you for your post. We noticed you have not filled out the following field in the issue template. Could you update them if they are relevant in your case, or leave them as N/A? Thanks. |
Nagging Awaiting Response: It has been 14 days with no activityand the |
@erickrf for that case, basically, tensorflow just manipulates contiguous blobs of data, so reshape just needs to change the metadata, whereas transpose needs to move actual data around, and possibly make a copy depending on the graph. CC @MarkDaoust for documentation. |
This isn't something we can automate, and there are a lot ops. In many cases these are standard operations and the information is easy to find. But If you have any specific suggestions feel free to send PRs improving the docs. |
Nagging Assignee: It has been 14 days with no activity and this issue has an assignee. Please update the label and/or status accordingly. |
It would be interesting to have a complexity/performance chart for different operations. For example, to know that
tf.reshape
is computationally cheaper thantf.transpose
.I did see the Performance Guide, but that's not what I mean.
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