Analyzing Models with TensorBoard – Deep Learning with Python, TensorFlow and Keras p.4




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Welcome to part 4 of the deep learning basics with Python, TensorFlow, and Keras tutorial series. In this part, what we’re going to be talking about is TensorBoard. TensorBoard is a handy application that allows you to view aspects of your model, or models, in your browser.

Text tutorials and sample code: https://pythonprogramming.net/tensorboard-analysis-deep-learning-python-tensorflow-keras/

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Comment List

  • sentdex
    November 25, 2020

    Hello when I'm using tensorboard i get this issue ProfilerNotRunningError: Cannot stop profiling. No profiler is running.

  • sentdex
    November 25, 2020

    hello, thank you
    How to load tensorboard in colab please i find empty web page

  • sentdex
    November 25, 2020

    Guys if you get an error importing Tensorboard it is because now it is called TensorBoard! Probs you can get an error if you do not change the name…

  • sentdex
    November 25, 2020

    what should i do if the val_acc is too low than the accuracy ?

  • sentdex
    November 25, 2020

    Why you have used sigmoid activation in dense ???

  • sentdex
    November 25, 2020

    If anyone else has issues using Windows 10, Tensorflow 2.0, and Anaconda Prompt, I found this syntax works in the Firefox Browser (note, I am note in a Virtual Environment):

    tensorboard –logdir=.logs

  • sentdex
    November 25, 2020

    please what is the most recent way to do GPUOptions and Session? Apparently GPUOptions and Session are deprecated. I am getting errors that tensorflow does not have those as modules.

  • sentdex
    November 25, 2020

    Where do you get the X.pickle and y.pickle files from?

  • sentdex
    November 25, 2020

    i can only see epoch_accuracy and epoch_loss on my tensorboard and not those graphs that are shown in your video. can anybody point out a solution for this. thanks a bunch

  • sentdex
    November 25, 2020

    Hi ! I have only 500+ samples in each Epoch while you have >17441, any idea why this would be the case ? I checked and the len of X is 24K so I should have all the images in the training set so why would each Epoch only treats a very small portion of it and not 66% of the total.. Any possibility to check why is that ? edit : I changed the batch size to 1 and then it treats all the data, but in this tutorial the batch size is clearly 32 so why does it still treat the whole set ?

  • sentdex
    November 25, 2020

    model.fit(X, y,

    ^

    SyntaxError: invalid syntax

    NameError: name 'model' is not defined
    Please Help me 🙁

  • sentdex
    November 25, 2020

    'tensorboard' is not recognized as an internal or external command,

    operable program or batch file.

    i got this error could u help me ? Thank u:)

  • sentdex
    November 25, 2020

    to get those graphs we can just simply use matplotlib library right???

  • sentdex
    November 25, 2020

    Hey sentdex, they removed tf.Session in 2.2 version. Is there a substitute code for tensorflow version 2.2?

  • sentdex
    November 25, 2020

    Really really useful ,thank you Harrison, you're awesome.

  • sentdex
    November 25, 2020

    I have been searching for hours and I cannot find anywhere that tells us how to display the images of the filter layers in tensorboard. Tensorflows docs has a page on using summary.image but the code example is so specific to their setup its practically useless as a tutorial! I cannot get it to work with my own custom model! Please advise!

  • sentdex
    November 25, 2020

    wonderful

  • sentdex
    November 25, 2020

    Good

  • sentdex
    November 25, 2020

    when Sentdex runs this code it shows 17000 + samples but when I Run this it shows only 500 samples so how can I increase my samples no. please help me if anyone gets me. plzzzzzzzzzzzzz

  • sentdex
    November 25, 2020

    why do I only get epoch_accuracy and epoch_loss graphs? Any ideas? thanks.

  • sentdex
    November 25, 2020

    AttributeError: module 'tensorflow.python.estimator.estimator_lib' has no attribute 'SessionRunHook' how to resolve this

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