From the docs on the SAGA / SVRG methods, it seems like max_iter is the number of epochs (full passes over the dataset). Therefore, the x_axis values in plt_saga_vs_svrg.py should be multiplied by n_samples for consistency. Do I understand this well?
Cf https://storage.googleapis.com/copt-doc/auto_examples/plot_saga_vs_svrg.html#sphx-glr-auto-examples-plot-saga-vs-svrg-py
Is it possible to get the trace of function values within an epoch?
From the docs on the SAGA / SVRG methods, it seems like
max_iteris the number of epochs (full passes over the dataset). Therefore, the x_axis values inplt_saga_vs_svrg.pyshould be multiplied byn_samplesfor consistency. Do I understand this well?Cf https://storage.googleapis.com/copt-doc/auto_examples/plot_saga_vs_svrg.html#sphx-glr-auto-examples-plot-saga-vs-svrg-py
Is it possible to get the trace of function values within an epoch?