tensorflow-talk-debugging | Slides and supplementary codes | Code Inspection library
kandi X-RAY | tensorflow-talk-debugging Summary
kandi X-RAY | tensorflow-talk-debugging Summary
My talk in the first meetup of [TensorFlow Korea Group] 18 June 2016, at Google Korea, Seoul.
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Top functions reviewed by kandi - BETA
- Create MNIST dataset .
- Train model .
- Multi - layer Perceptron layer .
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Trending Discussions on tensorflow-talk-debugging
QUESTION
I'm trying to learn various ways to monitor tensorflow weight tensor.
I know we can watch these variable tensors through Session.run()
, tf.Print()
, tf.py_func()
and tools like tensorboard, tdb, tfdbg
(https://wookayin.github.io/tensorflow-talk-debugging/#1)
But is it impossible to use IDE(like Pycharm) for this?
I tried by myself, and couldn't find some places to set a breakpoint.
Please tell me if you succeed tensor debugging using IDE. Thank you!
...ANSWER
Answered 2017-Mar-25 at 03:20I debug TF daily in Pycharm. I set breakpoints as usual in the left column of the editor next to the line numbers. You can also hover over the tensors (see the yellow tooltip) to see their shape and summarized contents.
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Install tensorflow-talk-debugging
You can use tensorflow-talk-debugging like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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