CODEWITHSUNDEEP
pythonpython-3.xtensorflowmachine-learningtensorboard
britney
britney

Reputation: 69

When running tensorboard on MacBook, this error keeps showing up: No dashboards are active for the current data set

I'm running a CNN training model with tensorflow. I want to visualize accuracy of the training model with Tensorboard. I tried the following variations:

tensorboard --logdir=/Users/Desktop/model_folder 
tensorboard --logdir="/Users/Desktop/model_folder"

But every time I try to load Tensorflow in my browser, the error is: no dashboards are active for the current data set.

I saw some solutions for Windows where they specified the network drive; however, mac does not have a network drive, so I'm not sure how to proceed.

Are there solutions to this error for MacBook? Or are there other ways of visualizing training model accuracy with python?

Upvotes: 0

Views: 123

Answers (1)

NotAName
NotAName

Reputation: 4357

To simply visualise you don't specifically need tensorboard and can just use history object that the fit method returns:

import pandas as pd

#### here you create your model ####

hist = fit(x, y)
histdf = pd.DataFrame(hist)

# Plot loss
hist_df.loc[:, ['train_loss', 'val_loss']].plot(kind='line')
# Plot accuracy
hist_df.loc[:, ['train_accuracy', 'val_accuracy']].plot(kind='line')

You can of course also import matplotlib and set up plots in more detail.

Upvotes: 0

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