CODEWITHSUNDEEP
pythonpytorchtensorboard
Santa
Santa

Reputation: 148

Tensorboard only showing dots, line not showing

I am using tensorboard through pytorch and have created a scaler which shows accuracy, loss, and validation accuracy. When I open the graph it only shows dot and dosen't show a line connecting these dots.

Here is a snippet of my code

tb = SummaryWriter(comment=f'-{epoch}')

tb.add_scalar("Accuracy", float(correct/len(train_tensor)*100), epoch)
tb.add_scalar("Loss", loss, epoch)
tb.add_scalar("ValiAccuracy", float(correct/len(train_tensor)*100), epoch)
tb.close()

What is leading tensorboard to not show these lines? Here is what tensorboard looks like

Upvotes: 1

Views: 865

Answers (1)

Tom
Tom

Reputation: 101

You are always creating a new directory with your "comment" (depends on your epoch) in the definition of the SummaryWriter. Each subdirectory will be treated as a different experiment in the tensorboard. Thats why they have different colors and only show dots instead of a connected line.

You can try to define your SummaryWriter without a comment:

tb = SummaryWriter()

Upvotes: 1

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