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fuse_linear.h
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22 lines (18 loc) · 743 Bytes
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/** \brief Fusing linear patterns as single at::linear for easier pattern
* matching in later passes
*/
#pragma once
#include <torch/csrc/jit/ir/ir.h>
namespace torch::jit {
/** \brief Match the at::linear pattern and fuse it into a single at::linear
* This pass fuse the addmm or matmul + add generated by JIT back to linear
* This pass can be deleted once the JIT can emit the aten::linear in the future
*/
TORCH_API void FuseLinear(std::shared_ptr<Graph>& graph);
/** Swap functional linear CallFunctions to aten::linear
*/
TORCH_API void SwapFunctionalLinear(std::shared_ptr<Graph>& graph);
/** Swap all functional linear CallFunctions in module
*/
TORCH_API void SwapFunctionalLinear(Module& module);
} // namespace torch::jit