pytorch/caffe2/predictor/transforms.h
Hao Lu 39b4701d31 [caffe2][redo] Reimplement RemoveOpsByType with SSA (#41606)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/41606

The previous diff (D22220798 (59294fbbb9) and D22220797) was recently reverted (D22492356 (28291d3cf8), D22492355) because of a bug associated with the op AsyncIf. The AsyncIf op has net_defs as args and the SSA rewriting didn't take that into account. It has a special path for the op If, but not for AsyncIf. Several changes I made to fix the bug:
1) Add op AsyncIf to the special path for If op in SSA rewriting
2) clear inputs/outputs of the netdefs that are args in If/AsyncIf ops because they're no longer valid
3) revert renamed inputs/outputs in the arg netdefs that are in the external_outputs in the parent netdef

2) and 3) are existing bugs in the `SsaRewrite` function that were just never exposed before.

The algorithm for `RemoveOpsByType` is the same as in my previous diff D22220798 (59294fbbb9). The only new changes in this diff are in `onnx::SsaRewrite` and a few newly added unit tests.

(Note: this ignores all push blocking failures!)

Reviewed By: yinghai

Differential Revision: D22588652

fbshipit-source-id: ebb68ecd1662ea2bae14d4be8f61a75cd8b7e3e6
2020-07-17 16:06:43 -07:00

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#pragma once
#include "caffe2/core/net.h"
#include "caffe2/core/workspace.h"
#include "caffe2/predictor/InferenceGraph.h"
namespace caffe2 {
void RemoveOpsByType(InferenceGraph& graph_, const std::string& op_type);
} // namespace caffe2