#ifndef MIGRAPH_GUARD_MIGRAPHLIB_OPERAND_HPP #define MIGRAPH_GUARD_MIGRAPHLIB_OPERAND_HPP #include #include #include #include #include #include #include #include #include #include #include namespace migraph { #ifdef DOXYGEN /// The operation interface represents an action an instruction will perform. All /// operation classes must be CopyConstructible. struct operation { /// A unique name identifying the operation std::string name() const; /// 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 /// exception. shape compute_shape(const std::vector& input) const; /** * @brief This performs the operation's computation. * * This method can be optional when the operation is only used as a placeholder to be lowered * later on. * * @param ctx This is the context created by the `target` during compilation. Implementations * can use the target's `context` class rather than the `context` interface class. * @param output This is the output shape. It is equivalent to running `compute_shape` with each * `shape` of the `argument`. * @param input This is the `argument` result from the previous instruction's computation. * @return Return an `argument` of the result computation. The `shape` of `argument` should be * the same the `output` shape. */ argument compute(context& ctx, const shape& output, const std::vector& input) const; /// An optional stream operator to print the operation. When this is not /// implemented, it will just print the operation's name. friend std::ostream& operator<<(std::ostream& os, const operation& op); }; #else namespace operation_stream { template auto operator<<(std::ostream& os, const T& x) -> decltype(os << x.name()) { return os << x.name(); } } // namespace operation_stream template auto compute_op(rank<1>, const T& x, context& ctx, const shape& output_shape, const std::vector& input) -> decltype(x.compute(auto_any_cast(ctx), output_shape, input)) { return x.compute(auto_any_cast(ctx), output_shape, input); } template argument compute_op(rank<0>, const T& x, context&, const shape&, const std::vector&) { std::string name = x.name(); MIGRAPH_THROW("Not computable: " + name); } template argument compute_op(const T& x, context& ctx, const shape& output_shape, const std::vector& input) { return compute_op(rank<1>{}, x, ctx, output_shape, input); } <% interface('operation', virtual('name', returns='std::string', const=True), virtual('compute_shape', returns='shape', input='const std::vector&', const=True), virtual('compute', returns='argument', ctx='context&', output='const shape&', input='const std::vector&', const=True, default='compute_op'), friend('operator<<', returns='std::ostream &', os='std::ostream &', op='const operation &', using='migraph::operation_stream::operator<<') ) %> #endif } // namespace migraph #endif