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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Hello when I'm using tensorboard i get this issue ProfilerNotRunningError: Cannot stop profiling. No profiler is running.
hello, thank you
How to load tensorboard in colab please i find empty web page
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…
what should i do if the val_acc is too low than the accuracy ?
Why you have used sigmoid activation in dense ???
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
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.
Where do you get the X.pickle and y.pickle files from?
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
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 ?
model.fit(X, y,
^
SyntaxError: invalid syntax
NameError: name 'model' is not defined
Please Help me 🙁
'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:)
to get those graphs we can just simply use matplotlib library right???
Hey sentdex, they removed tf.Session in 2.2 version. Is there a substitute code for tensorflow version 2.2?
Really really useful ,thank you Harrison, you're awesome.
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!
wonderful
Good
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
why do I only get epoch_accuracy and epoch_loss graphs? Any ideas? thanks.
AttributeError: module 'tensorflow.python.estimator.estimator_lib' has no attribute 'SessionRunHook' how to resolve this