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Spartify

MLIR-based compiler to exploit the essence of sparsity to improve the performance in the modern-day GPUs via PTX & SPIRV

Spartify-Stack

Supported Sparse Structure

  • support for N:M (2:4) Structured Sparsity

Build Instruction

$ export MLIR_DIR=~/Edge_ai/llvm-project/build/lib/cmake/mlir
$ mkdir build && cd build 
$ cmake ..
$ make 

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Sparse Compiler for GPUs

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