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tiled_code_generator_dtiler [2014/12/11 19:52]
yun
tiled_code_generator_dtiler [2014/12/11 19:58]
yun
Line 1: Line 1:
 ======Tiled Code Generator====== ======Tiled Code Generator======
-Tiling is an important program transformation that is used to improve data locality and parallelization granularity. We provide a tiled code generator that produces tiled code that tiles bands of the program dimensions, wavefront parallelization on shared memory machine is also supported+Tiling is an important program transformation that is used to improve data locality and parallelization granularity. We provide a tiled code generator that produces tiled code with wavefront parallelization supported for the shared memory machine. 
  
 +===Usage===
 +Let's use the classic matrix multiplication as an illustration example, whose alphabets code is the following:
 +<sxh alphabets; gutter:false>
 +affine matrix_product {P, Q, R|P>0 && Q>0 && R>0}
 +       given  float A {i,k| 0<=i<P && 0<=k<Q};
 +              float B {k,j| 0<=k<Q && 0<=j<R}; 
 +     returns  float C {i,j,k| 0<=i<P && 0<=j<R && k==Q};
 +using
 +   float temp_C {i,j,k|0<=i<P && 0<=j<R && 0<=k<=Q};
 +through
 +   temp_C[i,j,k] = case
 +                      {|k>0}  : temp_C[i,j,k-1] + A[i,k-1]*B[k-1,j];
 +                      {|k==0} : 0; 
 +                   esac;
 +        = temp_C;
 +.
 +</sxh>
  
 +The tiled code generator is called through ScheduledC, therefore, the first step for the code generation is the same with ScheduledC -- specify spacetime map and memory map. 
tiled_code_generator_dtiler.txt ยท Last modified: 2017/04/19 13:31 (external edit)