1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
|
#pragma once
#include <torch/csrc/jit/ir/ir.h>
namespace torch {
namespace jit {
// Fuses Convolution -> Batchnorm into a single Convolution by
// folding batchnorm weights into conv weights.
// This pass only works on Frozen Graphs; otherwise it is a No-Op.
TORCH_API bool FoldFrozenConvBatchnorm(std::shared_ptr<Graph>& graph);
// Fuses Convolution -> Add/Sub into a single Convolution by
// folding add constant tensor into conv weights.
// This pass only works on Frozen Graphs; otherwise it is a No-Op.
TORCH_API bool FoldFrozenConvAddOrSub(std::shared_ptr<Graph>& graph);
// Fuses Convolution -> Mul/Div into a single Convolution by
// folding add constant tensor into conv weights.
// This pass only works on Frozen Graphs; otherwise it is a No-Op.
TORCH_API bool FoldFrozenConvMulOrDiv(std::shared_ptr<Graph>& graph);
} // namespace jit
} // namespace torch
|