1. 30 Aug, 2019 1 commit
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    • [Relay] Legalize pass (#3672) · 79922bd3
      * [Relay] Rewrite pass.
      
      This pass transforms an expression to other expression.
      
      This pass has many usecases
       * Replace a expr to another expr, if the other expr has faster performance.
       * For ASICs, we might want to modify the inputs to adapt to the HW support.
       * Alter op layout can work in conjunction with this pass.
      
      The supporting usecase is the Intel i8 x i8 conv. Intel HW supports u8 x i8 conv
      in HW. Using this pass, we can replace an i8 x i8 conv to a sequence of
      operators where one of the operators is now u8 x i8 conv. This will also help
      automatic quantizaion performance.
      
      * Better API name.
      
      * Removing the conv2d legalization for x86. Will send a separate PR.
      
      * Test name changes.
      
      * Registering one funtion to register FTVMLegalize.
      
      * Better comments.
      Animesh Jain committed
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