Summary:
To achive this, I modified the blob name scheme defined in a layer.
Before it was scope/fc_w and scope/fc_w_auto_0 (if there is another fc
within the same scope).
Now I change it to scope/fc/w and scope/fc_auto_0/w.
That is, we rely on the uniqueness of the scoped layer name to define
names for blobs.
I also overwrote the create_param method in LayerModelHelper to let it
use the resolved name for blobs given the sharingparameter context.
There are some details such as making the initializer more structured
that I need to finalize.
Reviewed By: kennyhorror
Differential Revision: D5435132
fbshipit-source-id: a0525f5ea0977e255dd5ea765b38913f5951d455
Summary:
- Incorporated dropout layer to the sparseNN training and testing pipeline
- Integrated an advanced model options feature on Flow UI for users to specify dropout rate
- Created an end-to-end unit test to build and run a model with dropout
Reviewed By: chocjy
Differential Revision: D5273478
fbshipit-source-id: f7ae7bf4de1172b6e320f5933eaaebca3fd8749e
