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From "wangwei (JIRA)" <>
Subject [jira] [Created] (SINGA-61) Support user defined classes
Date Tue, 18 Aug 2015 07:58:46 GMT
wangwei created SINGA-61:

             Summary: Support user defined classes
                 Key: SINGA-61
             Project: Singa
          Issue Type: New Feature
            Reporter: wangwei

Many modules in SINGA are extensible. To make it easy for users to implement their own classes.
SINGA separates user code and SINGA code. Users just compile their code and link it with
One problem in this design is on the configuration. Take the Layer configuration as an example。

enum LayerType{
  kFoo = 2;
message LayerProto {
  required LayerType type = 2;

The types of all built-in layers are defined in *enum LayerType*. However, for user defined
Layer sub-classes, users cannot add them into *LayerType* without recompiling SINGA code (google
protocol buffer does not support extension of enum types).

To solve this problem, SINGA needs one field for the type of user defined Layer sub-classes.

message LayerProto {
  optional LayerType type =2;
  optional string user_type = 3;

In user's job configuration file, he either sets *type* ( for built-in layer) or set *user_type*
(for user defined layer).

It is similar for other classes, e.g., Worker, Updater, etc.

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