I want to plot a standard line graph in tensorboard - per epoch.
In Matplotlib I would just use plt.plot(np.arange(100), np.arange(100)) [and not plt.hist()], but would be left with multiple graphs, instead of the convenient tensorboard UI.
I want such a graph to be generated every epoch, and be plotted near each other, to have the output look similar to that of histogram, like this, but display data as it- just plot it in the relevant epoch.
I would use the histogram mechanism, but I don't know how to use it to just plot values rather than histograms (which distort the X-axis, and count on the Y-axis, instead of just displaying the data as-is).
I am using Pytorch [and Pytorch lightning], so a compatible solution will be preferred.
