File: shape_analysis.h

package info (click to toggle)
pytorch 1.13.1%2Bdfsg-4
  • links: PTS, VCS
  • area: main
  • in suites: bookworm
  • size: 139,252 kB
  • sloc: cpp: 1,100,274; python: 706,454; ansic: 83,052; asm: 7,618; java: 3,273; sh: 2,841; javascript: 612; makefile: 323; xml: 269; ruby: 185; yacc: 144; objc: 68; lex: 44
file content (43 lines) | stat: -rw-r--r-- 1,102 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
#pragma once

#include <torch/csrc/Export.h>
#include <torch/csrc/jit/ir/ir.h>
#include <memory>

namespace torch {
namespace jit {

struct Graph;

struct propagation_error : std::exception {};

class PropertyPropBase {
  // Used for both Shape Propagation and Dtype/Device Propagation
 public:
  explicit PropertyPropBase(std::shared_ptr<Graph> graph)
      : graph_(std::move(graph)) {}
  virtual ~PropertyPropBase() = default;

  void propagateBlock(Block* block, bool insert_expands = true);
  // insert_expands is used for shape inference

  void processIf(Node* node);
  void processLoop(Node* node);

 protected:
  virtual void propagateNode(Node* node, bool insert_expands = true) = 0;
  void setUnshapedType(Value* o);
  void setUnshapedType(Node* node);
  std::shared_ptr<Graph> graph_;
};

TORCH_API void EraseShapeInformation(const std::shared_ptr<Graph>& graph);
TORCH_API void PropagateInputShapes(const std::shared_ptr<Graph>& graph);

TORCH_API bool mergeTypes(
    ArrayRef<Value*> lhs,
    ArrayRef<Value*> rhs,
    ArrayRef<Value*> outputs);

} // namespace jit
} // namespace torch