This class emits C++ code to wrap a Halide pipeline so that it can be used as a C++ extension operator in PyTorch. More...

#include <CodeGen_PyTorch.h>

Inheritance diagram for Halide::Internal::CodeGen_PyTorch:

Public Member Functions
	CodeGen_PyTorch (std::ostream &dest)
	~CodeGen_PyTorch () override=default
void	compile (const Module &module)
	Emit the PyTorch C++ wrapper for the Halide pipeline.
Public Member Functions inherited from Halide::Internal::IRPrinter
	IRPrinter (std::ostream &)
	Construct an IRPrinter pointed at a given output stream (e.g.
void	print (const Expr &)
	emit an expression on the output stream
void	print_no_parens (const Expr &)
	Emit an expression on the output stream without enclosing parens.
void	print (const Stmt &)
	emit a statement on the output stream
void	print_summary (const Stmt &)
	emit a statement summary on the output stream
void	print_list (const std::vector< Expr > &exprs)
	emit a comma delimited list of exprs, without any leading or trailing punctuation.
Public Member Functions inherited from Halide::Internal::IRVisitor
	IRVisitor ()=default
virtual	~IRVisitor ()=default

Additional Inherited Members
Static Public Member Functions inherited from Halide::Internal::IRPrinter
static void	test ()
Protected Member Functions inherited from Halide::Internal::IRPrinter
Indentation	get_indent () const
template<typename T>
Ansi< T >	hl (const T &t)
template<typename T>
Ansi< T >	kw (const T &t)
template<typename T>
Ansi< T >	imm_int (const T &t)
template<typename T>
Ansi< T >	imm_float (const T &t)
template<typename T>
Ansi< T >	imm_str (const T &t)
template<typename T>
Ansi< T >	var (const T &t)
template<typename T>
Ansi< T >	buf (const T &t)
template<typename T>
Ansi< T >	fn (const T &t)
template<typename T>
Ansi< T >	type (const T &t)
template<typename T>
Ansi< T >	typep (const T &t)
template<typename T>
Ansi< T >	paren (const T &t, bool bold=true, int d=-1)
void	open ()
	Either emits "(" or "", depending on the value of implicit_parens.
void	close ()
	Either emits ")" or "", depending on the value of implicit_parens.
void	openf ()
	Emits "(" always.
void	openf (const char *name)
	Emits "name(" always.
void	closef ()
	Emits ")" always.
void	print_lets (const Let *let)
	A helper for printing a chain of lets with line breaks.
void	print_braced_stmt (const Stmt &, int extra_indent=2)
	A helper for printing a braced statement.
void	visit (const IntImm *) override
void	visit (const UIntImm *) override
void	visit (const FloatImm *) override
void	visit (const StringImm *) override
void	visit (const Cast *) override
void	visit (const Reinterpret *) override
void	visit (const Variable *) override
void	visit (const Add *) override
void	visit (const Sub *) override
void	visit (const Mul *) override
void	visit (const Div *) override
void	visit (const Mod *) override
void	visit (const Min *) override
void	visit (const Max *) override
void	visit (const EQ *) override
void	visit (const NE *) override
void	visit (const LT *) override
void	visit (const LE *) override
void	visit (const GT *) override
void	visit (const GE *) override
void	visit (const And *) override
void	visit (const Or *) override
void	visit (const Not *) override
void	visit (const Select *) override
void	visit (const Load *) override
void	visit (const Ramp *) override
void	visit (const Broadcast *) override
void	visit (const Call *) override
void	visit (const Let *) override
void	visit (const LetStmt *) override
void	visit (const AssertStmt *) override
void	visit (const ProducerConsumer *) override
void	visit (const For *) override
void	visit (const Acquire *) override
void	visit (const Store *) override
void	visit (const Provide *) override
void	visit (const Allocate *) override
void	visit (const Free *) override
void	visit (const Realize *) override
void	visit (const Block *) override
void	visit (const Fork *) override
void	visit (const IfThenElse *) override
void	visit (const Evaluate *) override
void	visit (const Shuffle *) override
void	visit (const VectorReduce *) override
void	visit (const Prefetch *) override
void	visit (const Atomic *) override
void	visit (const HoistedStorage *) override
Protected Attributes inherited from Halide::Internal::IRPrinter
std::ostream &	stream
	The stream on which we're outputting.
int	indent = 0
	The current indentation level, useful for pretty-printing statements.
bool	implicit_parens = false
	Certain expressions do not need parens around them, e.g.
bool	is_summary = false
	Print only a summary of a statement, with sub-statements replaced by ellipses (...).
bool	ansi = false
int	paren_depth = 0
const char *	ansi_hl = ""
const char *	ansi_dim = ""
const char *	ansi_kw = ""
const char *	ansi_imm_int = ""
const char *	ansi_imm_float = ""
const char *	ansi_imm_str = ""
const char *	ansi_var = ""
const char *	ansi_buf = ""
const char *	ansi_fn = ""
const char *	ansi_type = ""
const char *	ansi_reset_col = ""
const char *	ansi_reset = ""
Scope	known_type
	The symbols whose types can be inferred from values printed already.

Detailed Description

This class emits C++ code to wrap a Halide pipeline so that it can be used as a C++ extension operator in PyTorch.

Definition at line 29 of file CodeGen_PyTorch.h.

Constructor & Destructor Documentation

◆ CodeGen_PyTorch()

Halide::Internal::CodeGen_PyTorch::CodeGen_PyTorch ( std::ostream & dest )

◆ ~CodeGen_PyTorch()

Halide::Internal::CodeGen_PyTorch::~CodeGen_PyTorch ( )

overridedefault

Member Function Documentation

◆ compile()

void Halide::Internal::CodeGen_PyTorch::compile ( const Module & module )

Emit the PyTorch C++ wrapper for the Halide pipeline.

The documentation for this class was generated from the following file:

src/CodeGen_PyTorch.h