Questions tagged [plotting]

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Plotting loss vs number of updates made and plotting loss vs run time

I wanted to plot a graph to show the effect of increasing the batch size on loss calculated (MNIST dataset). But I am not able to decide if I should show change in loss over training time of the ...
  • 41
3 votes
1 answer

What is the best way to smoothen out a loss curve plot?

I am currently using a loss averaged over the last 100 iterations, but this leads to artifacts like the loss going down even when the current iteration has an average loss, because the loss 100 ...
  • 260
1 vote
1 answer

How to plot Loss Landscape with more than 2 weights in the network

For a single neuron with 2 weights, I can plot the loss landscape and it looks like this (OR data, sigmoid activation, MAE loss): But, when the neuron accepts more inputs, which means more than 2 ...
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