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Commit bc5d7f75 authored by Paul's avatar Paul
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Merge from develop

parents 47c0854d a5b0afa0
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Showing with 1077 additions and 232 deletions
src/include/migraph/instruction_ref.hpp → src/include/migraphx/instruction_ref.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_INSTRUCTION_REF_HPP #ifndef MIGRAPHX_GUARD_INSTRUCTION_REF_HPP
#define MIGRAPH_GUARD_INSTRUCTION_REF_HPP #define MIGRAPHX_GUARD_INSTRUCTION_REF_HPP
#include <list> #include <list>
#include <functional> #include <functional>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
struct instruction; struct instruction;
using instruction_ref = std::list<instruction>::iterator; using instruction_ref = std::list<instruction>::iterator;
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraph/iterator_for.hpp → src/include/migraphx/iterator_for.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_RTGLIB_ITERATOR_FOR_HPP #ifndef MIGRAPHX_GUARD_RTGLIB_ITERATOR_FOR_HPP
#define MIGRAPH_GUARD_RTGLIB_ITERATOR_FOR_HPP #define MIGRAPHX_GUARD_RTGLIB_ITERATOR_FOR_HPP
#include <cassert> #include <cassert>
#include <type_traits> #include <type_traits>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
template <class T> template <class T>
struct iterator_for_range struct iterator_for_range
...@@ -17,9 +17,9 @@ struct iterator_for_range ...@@ -17,9 +17,9 @@ struct iterator_for_range
struct iterator struct iterator
{ {
base_iterator i; base_iterator i;
base_iterator operator*() { return i; } base_iterator operator*() const { return i; }
base_iterator operator++() { return ++i; } base_iterator operator++() { return ++i; }
bool operator!=(const iterator& rhs) { return i != rhs.i; } bool operator!=(const iterator& rhs) const { return i != rhs.i; }
}; };
iterator begin() iterator begin()
...@@ -39,7 +39,7 @@ iterator_for_range<T> iterator_for(T& x) ...@@ -39,7 +39,7 @@ iterator_for_range<T> iterator_for(T& x)
return {&x}; return {&x};
} }
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraph/literal.hpp → src/include/migraphx/literal.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_MIGRAPHLIB_LITERAL_HPP #ifndef MIGRAPHX_GUARD_MIGRAPHLIB_LITERAL_HPP
#define MIGRAPH_GUARD_MIGRAPHLIB_LITERAL_HPP #define MIGRAPHX_GUARD_MIGRAPHLIB_LITERAL_HPP
#include <migraph/shape.hpp> #include <migraphx/shape.hpp>
#include <migraph/shape_for_each.hpp> #include <migraphx/shape_for_each.hpp>
#include <migraph/argument.hpp> #include <migraphx/argument.hpp>
#include <migraph/tensor_view.hpp> #include <migraphx/tensor_view.hpp>
#include <migraph/raw_data.hpp> #include <migraphx/raw_data.hpp>
#include <migraph/make_shared_array.hpp> #include <migraphx/make_shared_array.hpp>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
#include <memory> #include <memory>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
/** /**
* @brief Represents a raw literal * @brief Represents a raw literal
...@@ -124,7 +124,7 @@ literal transform(literal l1, literal l2, F f) ...@@ -124,7 +124,7 @@ literal transform(literal l1, literal l2, F f)
return result; return result;
} }
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraph/make_shared_array.hpp → src/include/migraphx/make_shared_array.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_MIGRAPHLIB_MAKE_SHARED_ARRAY_HPP #ifndef MIGRAPHX_GUARD_MIGRAPHLIB_MAKE_SHARED_ARRAY_HPP
#define MIGRAPH_GUARD_MIGRAPHLIB_MAKE_SHARED_ARRAY_HPP #define MIGRAPHX_GUARD_MIGRAPHLIB_MAKE_SHARED_ARRAY_HPP
#include <memory> #include <memory>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
template <typename T> template <typename T>
std::shared_ptr<T> make_shared_array(size_t size) std::shared_ptr<T> make_shared_array(size_t size)
{ {
return std::shared_ptr<T>(new T[size], std::default_delete<T[]>()); return std::shared_ptr<T>(new T[size], std::default_delete<T[]>()); // NOLINT
} }
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraph/manage_ptr.hpp → src/include/migraphx/manage_ptr.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_MIGRAPH_MANAGE_PTR_HPP #ifndef MIGRAPHX_GUARD_MIGRAPHX_MANAGE_PTR_HPP
#define MIGRAPH_GUARD_MIGRAPH_MANAGE_PTR_HPP #define MIGRAPHX_GUARD_MIGRAPHX_MANAGE_PTR_HPP
#include <memory> #include <memory>
#include <type_traits> #include <type_traits>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
template <class F, F f> // NOLINT template <class F, F f> // NOLINT
struct manage_deleter struct manage_deleter
...@@ -51,10 +51,10 @@ shared<T> share(T p) ...@@ -51,10 +51,10 @@ shared<T> share(T p)
return shared<T>{std::move(p)}; return shared<T>{std::move(p)};
} }
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#define MIGRAPH_MANAGE_PTR(T, F) \ #define MIGRAPHX_MANAGE_PTR(T, F) \
migraph::manage_ptr<std::remove_pointer_t<T>, decltype(&F), &F> // NOLINT migraphx::manage_ptr<std::remove_pointer_t<T>, decltype(&F), &F> // NOLINT
#endif #endif
src/include/migraph/matcher.hpp → src/include/migraphx/matcher.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_RTGLIB_MATCHER_HPP #ifndef MIGRAPHX_GUARD_RTGLIB_MATCHER_HPP
#define MIGRAPH_GUARD_RTGLIB_MATCHER_HPP #define MIGRAPHX_GUARD_RTGLIB_MATCHER_HPP
#include <migraph/functional.hpp> #include <migraphx/functional.hpp>
#include <migraph/ranges.hpp> #include <migraphx/ranges.hpp>
#include <migraph/instruction.hpp> #include <migraphx/instruction.hpp>
#include <migraph/program.hpp> #include <migraphx/program.hpp>
#include <migraph/iterator_for.hpp> #include <migraphx/iterator_for.hpp>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
#include <unordered_map> #include <unordered_map>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
namespace match { namespace match {
...@@ -169,22 +169,22 @@ basic_matcher<predicate_matcher<P>> make_basic_pred_matcher(P p) ...@@ -169,22 +169,22 @@ basic_matcher<predicate_matcher<P>> make_basic_pred_matcher(P p)
} }
/// This macro takes care of the boilerplate for defining a matcher /// This macro takes care of the boilerplate for defining a matcher
#define MIGRAPH_BASIC_MATCHER(name, ...) \ #define MIGRAPHX_BASIC_MATCHER(name, ...) \
struct name##_m \ struct name##_m \
{ \ { \
instruction_ref match(__VA_ARGS__) const; \ instruction_ref match(__VA_ARGS__) const; \
}; \ }; \
const constexpr auto name = migraph::match::basic_matcher<name##_m>{{}}; \ const constexpr auto name = migraphx::match::basic_matcher<name##_m>{{}}; \
inline instruction_ref name##_m::match(__VA_ARGS__) const inline instruction_ref name##_m::match(__VA_ARGS__) const
/// This macro takes care of the boilerplate for defining a predicate matcher /// This macro takes care of the boilerplate for defining a predicate matcher
#define MIGRAPH_PRED_MATCHER(name, ...) \ #define MIGRAPHX_PRED_MATCHER(name, ...) \
struct name##_m \ struct name##_m \
{ \ { \
bool operator()(__VA_ARGS__) const; \ bool operator()(__VA_ARGS__) const; \
}; \ }; \
const constexpr auto name = \ const constexpr auto name = \
migraph::match::basic_matcher<migraph::match::predicate_matcher<name##_m>>{{}}; \ migraphx::match::basic_matcher<migraphx::match::predicate_matcher<name##_m>>{{}}; \
inline bool name##_m::operator()(__VA_ARGS__) const inline bool name##_m::operator()(__VA_ARGS__) const
struct matcher_result struct matcher_result
...@@ -214,7 +214,6 @@ void find_matches(program& p, Ms&&... ms) ...@@ -214,7 +214,6 @@ void find_matches(program& p, Ms&&... ms)
bool match = false; bool match = false;
each_args( each_args(
[&](auto&& m) { [&](auto&& m) {
// cppcheck-suppress knownConditionTrueFalse
if(match) if(match)
return; return;
auto r = match_instruction(p, ins, m.matcher()); auto r = match_instruction(p, ins, m.matcher());
...@@ -266,22 +265,22 @@ auto any_of(Ts... ms) ...@@ -266,22 +265,22 @@ auto any_of(Ts... ms)
}); });
} }
MIGRAPH_PRED_MATCHER(any, instruction_ref) { return true; } MIGRAPHX_PRED_MATCHER(any, instruction_ref) { return true; }
MIGRAPH_PRED_MATCHER(none, instruction_ref) { return false; } MIGRAPHX_PRED_MATCHER(none, instruction_ref) { return false; }
MIGRAPH_PRED_MATCHER(standard_shape, instruction_ref ins) { return ins->get_shape().standard(); } MIGRAPHX_PRED_MATCHER(standard_shape, instruction_ref ins) { return ins->get_shape().standard(); }
MIGRAPH_PRED_MATCHER(broadcast_shape, instruction_ref ins) MIGRAPHX_PRED_MATCHER(broadcast_shape, instruction_ref ins)
{ {
return ins->get_shape().broadcasted(); return ins->get_shape().broadcasted();
} }
MIGRAPH_BASIC_MATCHER(output, matcher_context& ctx, instruction_ref ins) MIGRAPHX_BASIC_MATCHER(output, matcher_context& ctx, instruction_ref ins)
{ {
if(ins->outputs().size() == 1) if(ins->outputs().size() == 1)
return ins->outputs().front(); return ins->outputs().front();
return ctx.not_found(); return ctx.not_found();
} }
MIGRAPH_BASIC_MATCHER(used_once, matcher_context& ctx, instruction_ref ins) MIGRAPHX_BASIC_MATCHER(used_once, matcher_context& ctx, instruction_ref ins)
{ {
if(ins->outputs().size() == 1) if(ins->outputs().size() == 1)
return ins; return ins;
...@@ -340,7 +339,7 @@ inline auto either_arg(std::size_t i, std::size_t j) ...@@ -340,7 +339,7 @@ inline auto either_arg(std::size_t i, std::size_t j)
} }
} // namespace match } // namespace match
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraph/memory_coloring.hpp → src/include/migraphx/memory_coloring.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_RTGLIB_MEMORY_COLORING_HPP #ifndef MIGRAPHX_GUARD_RTGLIB_MEMORY_COLORING_HPP
#define MIGRAPH_GUARD_RTGLIB_MEMORY_COLORING_HPP #define MIGRAPHX_GUARD_RTGLIB_MEMORY_COLORING_HPP
#include <string> #include <string>
#include <migraph/instruction_ref.hpp> #include <migraphx/instruction_ref.hpp>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
struct program; struct program;
/** /**
...@@ -20,7 +20,7 @@ struct memory_coloring ...@@ -20,7 +20,7 @@ struct memory_coloring
void apply(program& p) const; void apply(program& p) const;
}; };
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraphx/onnx.hpp 0 → 100644
View file @ bc5d7f75
#ifndef MIGRAPHX_GUARD_MIGRAPHLIB_ONNX_HPP
#define MIGRAPHX_GUARD_MIGRAPHLIB_ONNX_HPP
#include <migraphx/program.hpp>
#include <migraphx/config.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
struct unknown
{
std::string op;
std::string name() const { return "unknown:" + op; }
shape compute_shape(std::vector<shape> input) const
{
if(input.empty())
return {};
else
return input.front();
}
friend std::ostream& operator<<(std::ostream& os, const unknown& x)
{
os << x.name();
return os;
}
};
/// Create a program from an onnx file
program parse_onnx(const std::string& name);
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx
#endif
src/include/migraph/operation.hpp → src/include/migraphx/operation.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_MIGRAPHLIB_OPERAND_HPP #ifndef MIGRAPHX_GUARD_MIGRAPHLIB_OPERAND_HPP
#define MIGRAPH_GUARD_MIGRAPHLIB_OPERAND_HPP #define MIGRAPHX_GUARD_MIGRAPHLIB_OPERAND_HPP
#include <cassert> #include <cassert>
#include <string> #include <string>
...@@ -7,16 +7,16 @@ ...@@ -7,16 +7,16 @@
#include <memory> #include <memory>
#include <type_traits> #include <type_traits>
#include <utility> #include <utility>
#include <migraph/shape.hpp> #include <migraphx/reflect.hpp>
#include <migraph/reflect.hpp> #include <migraphx/streamutils.hpp>
#include <migraph/streamutils.hpp> #include <migraphx/argument.hpp>
#include <migraph/argument.hpp> #include <migraphx/auto_any_cast.hpp>
#include <migraph/context.hpp> #include <migraphx/config.hpp>
#include <migraph/auto_any_cast.hpp>
#include <migraph/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
struct context;
#ifdef DOXYGEN #ifdef DOXYGEN
...@@ -26,6 +26,8 @@ struct operation ...@@ -26,6 +26,8 @@ struct operation
{ {
/// A unique name identifying the operation /// A unique name identifying the operation
std::string name() const; std::string name() const;
/// An optional method that can be used to finalize the operator before running
void finalize(context& ctx);
/// This is used to compute the resulting shape from an operation. If an /// This is used to compute the resulting shape from an operation. If an
/// operation cannot be run with input shapes, then it should throw an /// operation cannot be run with input shapes, then it should throw an
/// exception. /// exception.
...@@ -53,6 +55,11 @@ struct operation ...@@ -53,6 +55,11 @@ struct operation
friend std::ostream& operator<<(std::ostream& os, const operation& op); friend std::ostream& operator<<(std::ostream& os, const operation& op);
}; };
/// Returns true if operation does not require a context to run compute
bool is_context_free(const operation& x);
/// Returns true if the operation has a finalize method
bool has_finalize(const operation& x);
#else #else
namespace operation_stream { namespace operation_stream {
...@@ -89,7 +96,7 @@ auto operator==(const T& x, const U& y) -> decltype(x.name() == y.name()) ...@@ -89,7 +96,7 @@ auto operator==(const T& x, const U& y) -> decltype(x.name() == y.name())
} // namespace operation_equal } // namespace operation_equal
template <class T> template <class T>
auto compute_op(rank<1>, auto compute_op(rank<2>,
const T& x, const T& x,
context& ctx, context& ctx,
const shape& output_shape, const shape& output_shape,
...@@ -99,18 +106,72 @@ auto compute_op(rank<1>, ...@@ -99,18 +106,72 @@ auto compute_op(rank<1>,
return x.compute(auto_any_cast(ctx), output_shape, input); return x.compute(auto_any_cast(ctx), output_shape, input);
} }
template <class T>
auto compute_op(
rank<1>, const T& x, context&, const shape& output_shape, const std::vector<argument>& input)
-> decltype(x.compute(output_shape, input))
{
return x.compute(output_shape, input);
}
template <class T> template <class T>
argument compute_op(rank<0>, const T& x, context&, const shape&, const std::vector<argument>&) argument compute_op(rank<0>, const T& x, context&, const shape&, const std::vector<argument>&)
{ {
std::string name = x.name(); std::string name = x.name();
MIGRAPH_THROW("Not computable: " + name); MIGRAPHX_THROW("Not computable: " + name);
} }
template <class T> template <class T>
argument argument
compute_op(const T& x, context& ctx, const shape& output_shape, const std::vector<argument>& input) compute_op(const T& x, context& ctx, const shape& output_shape, const std::vector<argument>& input)
{ {
return compute_op(rank<1>{}, x, ctx, output_shape, input); return compute_op(rank<2>{}, x, ctx, output_shape, input);
}
template <class T>
auto compute_op(rank<2>, const T& x, const shape& output_shape, const std::vector<argument>& input)
-> decltype(x.compute(output_shape, input))
{
return x.compute(output_shape, input);
}
template <class T>
auto compute_op(rank<1>, const T& x, const shape& output_shape, const std::vector<argument>& input)
-> decltype(x.compute(auto_any_cast(std::declval<context&>()), output_shape, input))
{
std::string name = x.name();
MIGRAPHX_THROW("Not computable without a context: " + name);
}
template <class T>
argument compute_op(rank<0>, const T& x, const shape&, const std::vector<argument>&)
{
std::string name = x.name();
MIGRAPHX_THROW("Not computable: " + name);
}
template <class T>
argument compute_op(const T& x, const shape& output_shape, const std::vector<argument>& input)
{
return compute_op(rank<2>{}, x, output_shape, input);
}
template <class T>
auto is_context_free_op(rank<1>,
const T& x,
const shape& output_shape,
const std::vector<argument>& input)
-> decltype(x.compute(output_shape, input), std::true_type{});
template <class T>
auto is_context_free_op(rank<0>, const T&, const shape&, const std::vector<argument>&)
-> std::false_type;
template <class T>
auto is_context_free_op(const T& x) -> decltype(is_context_free_op(
rank<1>{}, x, std::declval<const shape&>(), std::declval<std::vector<argument>>()))
{
return {};
} }
template <class T> template <class T>
...@@ -132,15 +193,57 @@ int output_alias_op(const T& x, const std::vector<shape>& shapes) ...@@ -132,15 +193,57 @@ int output_alias_op(const T& x, const std::vector<shape>& shapes)
return output_alias_op(rank<1>{}, x, shapes); return output_alias_op(rank<1>{}, x, shapes);
} }
template <class T>
auto finalize_op(
rank<1>, T& x, context& ctx, const shape& output_shape, const std::vector<shape>& input)
-> decltype(x.finalize(auto_any_cast(ctx), output_shape, input), void())
{
x.finalize(auto_any_cast(ctx), output_shape, input);
}
template <class T>
void finalize_op(rank<0>, T&, context&, const shape&, const std::vector<shape>&)
{
}
template <class T>
void finalize_op(T& x, context& ctx, const shape& output_shape, const std::vector<shape>& input)
{
finalize_op(rank<1>{}, x, ctx, output_shape, input);
}
template <class T>
auto has_finalize_op(
rank<1>, T& x, context& ctx, const shape& output_shape, const std::vector<shape>& input)
-> decltype(x.finalize(auto_any_cast(ctx), output_shape, input), std::true_type{});
template <class T>
auto has_finalize_op(rank<0>, T&, context&, const shape&, const std::vector<shape>&)
-> std::false_type;
template <class T>
auto has_finalize_op(const T&) -> decltype(has_finalize_op(rank<1>{},
std::declval<T&>(),
std::declval<context&>(),
std::declval<const shape&>(),
std::declval<std::vector<shape>>()))
{
return {};
}
/* /*
* Type-erased interface for: * Type-erased interface for:
* *
* struct operation * struct operation
* { * {
* std::string name() const; * std::string name() const;
* bool is_context_free() const;
* bool has_finalize() const;
* int output_alias(const std::vector<shape>& input) const; * int output_alias(const std::vector<shape>& input) const;
* void finalize(context& ctx,const shape& output,const std::vector<shape>& input) ;
* shape compute_shape(const std::vector<shape>& input) const; * shape compute_shape(const std::vector<shape>& input) const;
* argument compute(context& ctx,const shape& output,const std::vector<argument>& input) const; * argument compute(context& ctx,const shape& output,const std::vector<argument>& input) const;
* argument compute(const shape& output,const std::vector<argument>& input) const;
* friend std::ostream & operator<<(std::ostream & os,const operation & op) ; * friend std::ostream & operator<<(std::ostream & os,const operation & op) ;
* friend bool operator==(const operation & x,const operation & y) ; * friend bool operator==(const operation & x,const operation & y) ;
* }; * };
...@@ -210,12 +313,30 @@ struct operation ...@@ -210,12 +313,30 @@ struct operation
return (*this).private_detail_te_get_handle().name(); return (*this).private_detail_te_get_handle().name();
} }
bool is_context_free() const
{
assert((*this).private_detail_te_handle_mem_var);
return (*this).private_detail_te_get_handle().is_context_free();
}
bool has_finalize() const
{
assert((*this).private_detail_te_handle_mem_var);
return (*this).private_detail_te_get_handle().has_finalize();
}
int output_alias(const std::vector<shape>& input) const int output_alias(const std::vector<shape>& input) const
{ {
assert((*this).private_detail_te_handle_mem_var); assert((*this).private_detail_te_handle_mem_var);
return (*this).private_detail_te_get_handle().output_alias(input); return (*this).private_detail_te_get_handle().output_alias(input);
} }
void finalize(context& ctx, const shape& output, const std::vector<shape>& input)
{
assert((*this).private_detail_te_handle_mem_var);
(*this).private_detail_te_get_handle().finalize(ctx, output, input);
}
shape compute_shape(const std::vector<shape>& input) const shape compute_shape(const std::vector<shape>& input) const
{ {
assert((*this).private_detail_te_handle_mem_var); assert((*this).private_detail_te_handle_mem_var);
...@@ -228,6 +349,12 @@ struct operation ...@@ -228,6 +349,12 @@ struct operation
return (*this).private_detail_te_get_handle().compute(ctx, output, input); return (*this).private_detail_te_get_handle().compute(ctx, output, input);
} }
argument compute(const shape& output, const std::vector<argument>& input) const
{
assert((*this).private_detail_te_handle_mem_var);
return (*this).private_detail_te_get_handle().compute(output, input);
}
friend std::ostream& operator<<(std::ostream& os, const operation& op) friend std::ostream& operator<<(std::ostream& os, const operation& op)
{ {
assert(op.private_detail_te_handle_mem_var); assert(op.private_detail_te_handle_mem_var);
...@@ -240,6 +367,12 @@ struct operation ...@@ -240,6 +367,12 @@ struct operation
return x.private_detail_te_get_handle().operator==(y); return x.private_detail_te_get_handle().operator==(y);
} }
friend bool is_shared(const operation& private_detail_x, const operation& private_detail_y)
{
return private_detail_x.private_detail_te_handle_mem_var ==
private_detail_y.private_detail_te_handle_mem_var;
}
private: private:
struct private_detail_te_handle_base_type struct private_detail_te_handle_base_type
{ {
...@@ -247,13 +380,18 @@ struct operation ...@@ -247,13 +380,18 @@ struct operation
virtual std::shared_ptr<private_detail_te_handle_base_type> clone() const = 0; virtual std::shared_ptr<private_detail_te_handle_base_type> clone() const = 0;
virtual const std::type_info& type() const = 0; virtual const std::type_info& type() const = 0;
virtual std::string name() const = 0; virtual std::string name() const = 0;
virtual int output_alias(const std::vector<shape>& input) const = 0; virtual bool is_context_free() const = 0;
virtual shape compute_shape(const std::vector<shape>& input) const = 0; virtual bool has_finalize() const = 0;
virtual int output_alias(const std::vector<shape>& input) const = 0;
virtual void
finalize(context& ctx, const shape& output, const std::vector<shape>& input) = 0;
virtual shape compute_shape(const std::vector<shape>& input) const = 0;
virtual argument virtual argument
compute(context& ctx, const shape& output, const std::vector<argument>& input) const = 0; compute(context& ctx, const shape& output, const std::vector<argument>& input) const = 0;
virtual std::ostream& operator_shift_left(std::ostream& os) const = 0; virtual argument compute(const shape& output, const std::vector<argument>& input) const = 0;
virtual bool operator==(const operation& y) const = 0; virtual std::ostream& operator_shift_left(std::ostream& os) const = 0;
virtual bool operator==(const operation& y) const = 0;
}; };
template <typename PrivateDetailTypeErasedT> template <typename PrivateDetailTypeErasedT>
...@@ -286,12 +424,26 @@ struct operation ...@@ -286,12 +424,26 @@ struct operation
std::string name() const override { return private_detail_te_value.name(); } std::string name() const override { return private_detail_te_value.name(); }
bool is_context_free() const override
{
return is_context_free_op(private_detail_te_value);
}
bool has_finalize() const override { return has_finalize_op(private_detail_te_value); }
int output_alias(const std::vector<shape>& input) const override int output_alias(const std::vector<shape>& input) const override
{ {
return output_alias_op(private_detail_te_value, input); return output_alias_op(private_detail_te_value, input);
} }
void finalize(context& ctx, const shape& output, const std::vector<shape>& input) override
{
finalize_op(private_detail_te_value, ctx, output, input);
}
shape compute_shape(const std::vector<shape>& input) const override shape compute_shape(const std::vector<shape>& input) const override
{ {
...@@ -306,15 +458,21 @@ struct operation ...@@ -306,15 +458,21 @@ struct operation
return compute_op(private_detail_te_value, ctx, output, input); return compute_op(private_detail_te_value, ctx, output, input);
} }
argument compute(const shape& output, const std::vector<argument>& input) const override
{
return compute_op(private_detail_te_value, output, input);
}
std::ostream& operator_shift_left(std::ostream& os) const override std::ostream& operator_shift_left(std::ostream& os) const override
{ {
using migraph::operation_stream::operator<<; using migraphx::operation_stream::operator<<;
return os << private_detail_te_value; return os << private_detail_te_value;
} }
bool operator==(const operation& y) const override bool operator==(const operation& y) const override
{ {
using migraph::operation_equal::operator==; using migraphx::operation_equal::operator==;
return private_detail_te_value == y; return private_detail_te_value == y;
} }
...@@ -385,9 +543,25 @@ inline const ValueType& any_cast(const operation& x) ...@@ -385,9 +543,25 @@ inline const ValueType& any_cast(const operation& x)
inline bool operator!=(const operation& x, const operation& y) { return !(x == y); } inline bool operator!=(const operation& x, const operation& y) { return !(x == y); }
inline bool is_context_free(const operation& op) { return op.is_context_free(); }
template <class T>
bool is_context_free(const T& x)
{
return is_context_free_op(x);
}
inline bool has_finalize(const operation& op) { return op.has_finalize(); }
template <class T>
bool has_finalize(const T& x)
{
return has_finalize_op(x);
}
#endif #endif
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraphx/par_dfor.hpp 0 → 100644
View file @ bc5d7f75
#ifndef MIGRAPHX_GUARD_RTGLIB_PAR_DFOR_HPP
#define MIGRAPHX_GUARD_RTGLIB_PAR_DFOR_HPP
#include <migraphx/par_for.hpp>
#include <migraphx/functional.hpp>
#include <array>
#include <numeric>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
template <class... Ts>
auto par_dfor(Ts... xs)
{
return [=](auto f) {
using array_type = std::array<std::size_t, sizeof...(Ts)>;
array_type lens = {{static_cast<std::size_t>(xs)...}};
auto n = std::accumulate(lens.begin(), lens.end(), 1, std::multiplies<std::size_t>{});
const std::size_t min_grain = 8;
if(n > 2 * min_grain)
{
array_type strides;
strides.fill(1);
std::partial_sum(lens.rbegin(),
lens.rend() - 1,
strides.rbegin() + 1,
std::multiplies<std::size_t>());
auto size =
std::accumulate(lens.begin(), lens.end(), 1, std::multiplies<std::size_t>());
par_for(size, min_grain, [&](std::size_t i) {
array_type indices;
std::transform(strides.begin(),
strides.end(),
lens.begin(),
indices.begin(),
[&](size_t stride, size_t len) { return (i / stride) % len; });
migraphx::unpack(f, indices);
});
}
else
{
dfor(xs...)(f);
}
};
}
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx
#endif
src/include/migraphx/par_for.hpp 0 → 100644
View file @ bc5d7f75
#ifndef MIGRAPHX_GUARD_RTGLIB_PAR_FOR_HPP
#define MIGRAPHX_GUARD_RTGLIB_PAR_FOR_HPP
#include <thread>
#include <cmath>
#include <algorithm>
#include <vector>
#include <cassert>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
struct joinable_thread : std::thread
{
template <class... Xs>
joinable_thread(Xs&&... xs) : std::thread(std::forward<Xs>(xs)...) // NOLINT
{
}
joinable_thread& operator=(joinable_thread&& other) = default;
joinable_thread(joinable_thread&& other) = default;
~joinable_thread()
{
if(this->joinable())
this->join();
}
};
template <class F>
void par_for_impl(std::size_t n, std::size_t threadsize, F f)
{
if(threadsize <= 1)
{
for(std::size_t i = 0; i < n; i++)
f(i);
}
else
{
std::vector<joinable_thread> threads(threadsize);
// Using const here causes gcc 5 to ICE
#if(!defined(__GNUC__) || __GNUC__ != 5)
const
#endif
std::size_t grainsize = std::ceil(static_cast<double>(n) / threads.size());
std::size_t work = 0;
std::generate(threads.begin(), threads.end(), [=, &work] {
auto result = joinable_thread([=] {
std::size_t start = work;
std::size_t last = std::min(n, work + grainsize);
for(std::size_t i = start; i < last; i++)
{
f(i);
}
});
work += grainsize;
return result;
});
assert(work >= n);
}
}
template <class F>
void par_for(std::size_t n, std::size_t min_grain, F f)
{
const auto threadsize =
std::min<std::size_t>(std::thread::hardware_concurrency(), n / min_grain);
par_for_impl(n, threadsize, f);
}
template <class F>
void par_for(std::size_t n, F f)
{
const int min_grain = 8;
par_for(n, min_grain, f);
}
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx
#endif
src/include/migraph/pass.hpp → src/include/migraphx/pass.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_PASS_HPP #ifndef MIGRAPHX_GUARD_PASS_HPP
#define MIGRAPH_GUARD_PASS_HPP #define MIGRAPHX_GUARD_PASS_HPP
#include <cassert> #include <cassert>
#include <string> #include <string>
...@@ -7,10 +7,10 @@ ...@@ -7,10 +7,10 @@
#include <memory> #include <memory>
#include <type_traits> #include <type_traits>
#include <utility> #include <utility>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
struct program; struct program;
...@@ -105,7 +105,13 @@ struct pass ...@@ -105,7 +105,13 @@ struct pass
void apply(program& p) const void apply(program& p) const
{ {
assert((*this).private_detail_te_handle_mem_var); assert((*this).private_detail_te_handle_mem_var);
return (*this).private_detail_te_get_handle().apply(p); (*this).private_detail_te_get_handle().apply(p);
}
friend bool is_shared(const pass& private_detail_x, const pass& private_detail_y)
{
return private_detail_x.private_detail_te_handle_mem_var ==
private_detail_y.private_detail_te_handle_mem_var;
} }
private: private:
...@@ -149,7 +155,7 @@ struct pass ...@@ -149,7 +155,7 @@ struct pass
std::string name() const override { return private_detail_te_value.name(); } std::string name() const override { return private_detail_te_value.name(); }
void apply(program& p) const override { return private_detail_te_value.apply(p); } void apply(program& p) const override { private_detail_te_value.apply(p); }
PrivateDetailTypeErasedT private_detail_te_value; PrivateDetailTypeErasedT private_detail_te_value;
}; };
...@@ -218,7 +224,7 @@ inline const ValueType& any_cast(const pass& x) ...@@ -218,7 +224,7 @@ inline const ValueType& any_cast(const pass& x)
#endif #endif
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraphx/pass_config.hpp 0 → 100644
View file @ bc5d7f75
#ifndef MIGRAPHX_GUARD_PASS_CONFIG_HPP
#define MIGRAPHX_GUARD_PASS_CONFIG_HPP
#include <migraphx/env.hpp>
#include <migraphx/config.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
MIGRAPHX_DECLARE_ENV_VAR(MIGRAPHX_DISABLE_MEMORY_COLORING)
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx
#endif // MIGRAPHX_GUARD_PASS_CONFIG_HPP
src/include/migraph/program.hpp → src/include/migraphx/program.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_MIGRAPHLIB_PROGRAM_HPP #ifndef MIGRAPHX_GUARD_MIGRAPHLIB_PROGRAM_HPP
#define MIGRAPH_GUARD_MIGRAPHLIB_PROGRAM_HPP #define MIGRAPHX_GUARD_MIGRAPHLIB_PROGRAM_HPP
#include <list> #include <list>
#include <unordered_map> #include <unordered_map>
#include <migraph/operation.hpp> #include <migraphx/operation.hpp>
#include <migraph/literal.hpp> #include <migraphx/literal.hpp>
#include <migraph/builtin.hpp> #include <migraphx/builtin.hpp>
#include <migraph/instruction_ref.hpp> #include <migraphx/instruction_ref.hpp>
#include <migraph/target.hpp> #include <migraphx/target.hpp>
#include <migraph/tracer.hpp> #include <migraphx/tracer.hpp>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
#include <algorithm> #include <algorithm>
#include <iostream> #include <iostream>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
struct program_impl; struct program_impl;
...@@ -91,16 +91,22 @@ struct program ...@@ -91,16 +91,22 @@ struct program
shape get_shape() const; shape get_shape() const;
context& get_context() const;
instruction_ref validate() const; instruction_ref validate() const;
void compile(const target& t, tracer trace = tracer{}); void compile(const target& t, tracer trace = tracer{});
void finalize();
void perf_report(std::ostream& os, std::size_t n, parameter_map params) const; void perf_report(std::ostream& os, std::size_t n, parameter_map params) const;
void debug_print() const; void debug_print() const;
void debug_print(instruction_ref ins) const; void debug_print(instruction_ref ins) const;
void debug_print(const std::vector<instruction_ref>& inss) const; void debug_print(const std::vector<instruction_ref>& inss) const;
void dry_run(parameter_map params) const;
friend std::ostream& operator<<(std::ostream& os, const program& p); friend std::ostream& operator<<(std::ostream& os, const program& p);
friend bool operator==(const program& x, const program& y); friend bool operator==(const program& x, const program& y);
friend bool operator!=(const program& x, const program& y) { return !(x == y); } friend bool operator!=(const program& x, const program& y) { return !(x == y); }
...@@ -109,7 +115,7 @@ struct program ...@@ -109,7 +115,7 @@ struct program
std::unique_ptr<program_impl> impl; std::unique_ptr<program_impl> impl;
}; };
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraph/ranges.hpp → src/include/migraphx/ranges.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_MIGRAPHLIB_RANGES_HPP #ifndef MIGRAPHX_GUARD_MIGRAPHLIB_RANGES_HPP
#define MIGRAPH_GUARD_MIGRAPHLIB_RANGES_HPP #define MIGRAPHX_GUARD_MIGRAPHLIB_RANGES_HPP
#include <algorithm> #include <algorithm>
#include <initializer_list> #include <initializer_list>
#include <migraph/rank.hpp> #include <migraphx/rank.hpp>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
namespace detail { namespace detail {
...@@ -106,7 +106,7 @@ iterator_range<Iterator> range(std::pair<Iterator, Iterator> p) ...@@ -106,7 +106,7 @@ iterator_range<Iterator> range(std::pair<Iterator, Iterator> p)
return {p.first, p.second}; return {p.first, p.second};
} }
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraphx/rank.hpp 0 → 100644
View file @ bc5d7f75
#ifndef MIGRAPHX_GUARD_RTGLIB_RANK_HPP
#define MIGRAPHX_GUARD_RTGLIB_RANK_HPP
#include <migraphx/config.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
template <int N>
struct rank : rank<N - 1>
{
};
template <>
struct rank<0>
{
};
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx
#endif
src/include/migraph/raw_data.hpp → src/include/migraphx/raw_data.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_RAW_DATA_HPP #ifndef MIGRAPHX_GUARD_RAW_DATA_HPP
#define MIGRAPH_GUARD_RAW_DATA_HPP #define MIGRAPHX_GUARD_RAW_DATA_HPP
#include <migraph/tensor_view.hpp> #include <migraphx/tensor_view.hpp>
#include <migraph/requires.hpp> #include <migraphx/requires.hpp>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
struct raw_data_base struct raw_data_base
{ {
...@@ -104,7 +104,7 @@ struct raw_data : raw_data_base ...@@ -104,7 +104,7 @@ struct raw_data : raw_data_base
bool matches() const bool matches() const
{ {
return is_data_ptr<T>{} || return is_data_ptr<T>{} ||
self->get_shape().type() == migraph::shape::get_type<get_data_type<T>>{}; self->get_shape().type() == migraphx::shape::get_type<get_data_type<T>>{};
} }
template <class T> template <class T>
...@@ -125,8 +125,8 @@ struct raw_data : raw_data_base ...@@ -125,8 +125,8 @@ struct raw_data : raw_data_base
{ {
auto&& s = static_cast<const Derived&>(*this).get_shape(); auto&& s = static_cast<const Derived&>(*this).get_shape();
auto&& buffer = static_cast<const Derived&>(*this).data(); auto&& buffer = static_cast<const Derived&>(*this).data();
if(s.type() != migraph::shape::get_type<T>{}) if(s.type() != migraphx::shape::get_type<T>{})
MIGRAPH_THROW("Incorrect data type for raw data"); MIGRAPHX_THROW("Incorrect data type for raw data");
return make_view(s, reinterpret_cast<T*>(buffer)); return make_view(s, reinterpret_cast<T*>(buffer));
} }
...@@ -136,15 +136,15 @@ struct raw_data : raw_data_base ...@@ -136,15 +136,15 @@ struct raw_data : raw_data_base
{ {
auto&& s = static_cast<const Derived&>(*this).get_shape(); auto&& s = static_cast<const Derived&>(*this).get_shape();
auto&& buffer = static_cast<const Derived&>(*this).data(); auto&& buffer = static_cast<const Derived&>(*this).data();
assert(s.type() == migraph::shape::get_type<T>{}); assert(s.type() == migraphx::shape::get_type<T>{});
return reinterpret_cast<T*>(buffer); return reinterpret_cast<T*>(buffer);
} }
}; };
template <class T, template <class T,
class U, class U,
MIGRAPH_REQUIRES(std::is_base_of<raw_data_base, T>{} && MIGRAPHX_REQUIRES(std::is_base_of<raw_data_base, T>{} &&
std::is_base_of<raw_data_base, U>{})> std::is_base_of<raw_data_base, U>{})>
bool operator==(const T& x, const U& y) bool operator==(const T& x, const U& y)
{ {
auto&& xshape = x.get_shape(); auto&& xshape = x.get_shape();
...@@ -166,8 +166,8 @@ bool operator==(const T& x, const U& y) ...@@ -166,8 +166,8 @@ bool operator==(const T& x, const U& y)
template <class T, template <class T,
class U, class U,
MIGRAPH_REQUIRES(std::is_base_of<raw_data_base, T>{} && MIGRAPHX_REQUIRES(std::is_base_of<raw_data_base, T>{} &&
std::is_base_of<raw_data_base, U>{})> std::is_base_of<raw_data_base, U>{})>
bool operator!=(const T& x, const U& y) bool operator!=(const T& x, const U& y)
{ {
return !(x == y); return !(x == y);
...@@ -198,14 +198,14 @@ auto visit_all(T&& x, Ts&&... xs) ...@@ -198,14 +198,14 @@ auto visit_all(T&& x, Ts&&... xs)
auto&& s = x.get_shape(); auto&& s = x.get_shape();
std::initializer_list<shape::type_t> types = {xs.get_shape().type()...}; std::initializer_list<shape::type_t> types = {xs.get_shape().type()...};
if(!std::all_of(types.begin(), types.end(), [&](shape::type_t t) { return t == s.type(); })) if(!std::all_of(types.begin(), types.end(), [&](shape::type_t t) { return t == s.type(); }))
MIGRAPH_THROW("Types must be the same"); MIGRAPHX_THROW("Types must be the same");
return [&](auto v) { return [&](auto v) {
// Workaround for https://gcc.gnu.org/bugzilla/show_bug.cgi?id=70100 // Workaround for https://gcc.gnu.org/bugzilla/show_bug.cgi?id=70100
detail::visit_all_impl(s, v, x, xs...); detail::visit_all_impl(s, v, x, xs...);
}; };
} }
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraph/reflect.hpp → src/include/migraphx/reflect.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_RTGLIB_REFLECT_HPP #ifndef MIGRAPHX_GUARD_RTGLIB_REFLECT_HPP
#define MIGRAPH_GUARD_RTGLIB_REFLECT_HPP #define MIGRAPHX_GUARD_RTGLIB_REFLECT_HPP
#include <migraph/functional.hpp> #include <migraphx/functional.hpp>
#include <migraph/rank.hpp> #include <migraphx/rank.hpp>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
#include <functional> #include <functional>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
namespace detail { namespace detail {
...@@ -47,7 +47,7 @@ void reflect_each(T& x, F f) ...@@ -47,7 +47,7 @@ void reflect_each(T& x, F f)
}); });
} }
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
src/include/migraph/requires.hpp → src/include/migraphx/requires.hpp
View file @ bc5d7f75
#ifndef MIGRAPH_GUARD_MIGRAPHLIB_REQUIRES_HPP #ifndef MIGRAPHX_GUARD_MIGRAPHLIB_REQUIRES_HPP
#define MIGRAPH_GUARD_MIGRAPHLIB_REQUIRES_HPP #define MIGRAPHX_GUARD_MIGRAPHLIB_REQUIRES_HPP
#include <type_traits> #include <type_traits>
#include <migraph/config.hpp> #include <migraphx/config.hpp>
namespace migraph { namespace migraphx {
inline namespace MIGRAPH_INLINE_NS { inline namespace MIGRAPHX_INLINE_NS {
template <bool... Bs> template <bool... Bs>
struct and_ : std::is_same<and_<Bs...>, and_<(Bs || true)...>> // NOLINT struct and_ : std::is_same<and_<Bs...>, and_<(Bs || true)...>> // NOLINT
...@@ -24,29 +24,29 @@ struct requires_enum ...@@ -24,29 +24,29 @@ struct requires_enum
}; };
}; };
#define MIGRAPH_REQUIRES_CAT(x, y) x##y #define MIGRAPHX_REQUIRES_CAT(x, y) x##y
#ifdef CPPCHECK #ifdef CPPCHECK
#define MIGRAPH_REQUIRES(...) class = void #define MIGRAPHX_REQUIRES(...) class = void
#else #else
#if 0 #if 0
// TODO: This currently crashed on clang // TODO: This currently crashed on clang
#define MIGRAPH_REQUIRES(...) \ #define MIGRAPHX_REQUIRES(...) \
typename migraph::requires_enum<__LINE__>::e MIGRAPH_REQUIRES_CAT( \ typename migraphx::requires_enum<__LINE__>::e MIGRAPHX_REQUIRES_CAT( \
PrivateRequires, \ PrivateRequires, \
__LINE__) = migraph::requires_enum<__LINE__>::a, \ __LINE__) = migraphx::requires_enum<__LINE__>::a, \
class = typename std::enable_if<and_<__VA_ARGS__, \ class = typename std::enable_if<and_<__VA_ARGS__, \
MIGRAPH_REQUIRES_CAT(PrivateRequires, __LINE__) == \ MIGRAPHX_REQUIRES_CAT(PrivateRequires, __LINE__) == \
migraph::requires_enum<__LINE__>::a>{}>::type migraphx::requires_enum<__LINE__>::a>{}>::type
#else #else
#define MIGRAPH_REQUIRES(...) \ #define MIGRAPHX_REQUIRES(...) \
typename migraph::requires_enum<__LINE__>::e MIGRAPH_REQUIRES_CAT( \ typename migraphx::requires_enum<__LINE__>::e MIGRAPHX_REQUIRES_CAT( \
PrivateRequires, __LINE__) = migraph::requires_enum<__LINE__>::a, \ PrivateRequires, __LINE__) = migraphx::requires_enum<__LINE__>::a, \
class = typename std::enable_if<and_<__VA_ARGS__>{}>::type class = typename std::enable_if<and_<__VA_ARGS__>{}>::type
#endif #endif
#endif #endif
} // namespace MIGRAPH_INLINE_NS } // namespace MIGRAPHX_INLINE_NS
} // namespace migraph } // namespace migraphx
#endif #endif
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