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symbol

How to use OctConv?

import mxnet.symbol as sym

import symbol_octconv as sym

Some examples for popular networks are given under this folder. You can run the scipt to plot the network architecture.

for example:

python symbol_resnetv2.py

It will show the total number of parameters and the computational graph. It will also generate the *.symbol file for calculating FLOPs.

Note: We use 'symbol api' for ablation study and 'gluon api' for other experiments. Depthwise OctConv is implemented but has not been tested under 'symbol api'.