RISC-V Technical Session | Vectorization & Matrix Multiplication Extensions to Speed-up Convolution
1:18:52
YouTubeRISC-V International
RISC-V Technical Session | Vectorization & Matrix Multiplication Extensions to Speed-up Convolution
Convolution is one of the most computationally intensive operations in CNN. A traditional approach to computing convolutions is known as the Im2col + BLAS method. This presentation talks about SConv: a direct-convolution algorithm based on an MLIR/LLVM code-generation toolchain that uses Vectorization and Matrix Multiplication ISA extensions to ...
1.4K viewsMar 1, 2024
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