#include #include #include struct sum_op { std::string name() const { return "sum"; } migraphx::argument compute(migraphx::context&, const migraphx::shape&, std::vector args) const { migraphx::argument result; if(args.size() != 2) MIGRAPHX_THROW("Wrong args"); if(args[0].get_shape() != args[1].get_shape()) MIGRAPHX_THROW("Wrong args"); if(args[0].get_shape().lens().size() != 1) MIGRAPHX_THROW("Wrong args"); if(args[0].get_shape().lens().front() != 1) MIGRAPHX_THROW("Wrong args"); args[0].visit_at([&](auto x) { args[1].visit_at([&](auto y) { result = migraphx::literal{x + y}.get_argument(); }); }); return result; } migraphx::shape compute_shape(std::vector inputs) const { if(inputs.size() != 2) MIGRAPHX_THROW("Wrong inputs"); return inputs.front(); } }; struct minus_op { std::string name() const { return "minus"; } migraphx::argument compute(migraphx::context&, const migraphx::shape&, std::vector args) const { migraphx::argument result; if(args.size() != 2) MIGRAPHX_THROW("Wrong args"); if(args[0].get_shape() != args[1].get_shape()) MIGRAPHX_THROW("Wrong args"); if(args[0].get_shape().lens().size() != 1) MIGRAPHX_THROW("Wrong args"); if(args[0].get_shape().lens().front() != 1) MIGRAPHX_THROW("Wrong args"); args[0].visit_at([&](auto x) { args[1].visit_at([&](auto y) { result = migraphx::literal{x - y}.get_argument(); }); }); return result; } migraphx::shape compute_shape(std::vector inputs) const { if(inputs.size() != 2) MIGRAPHX_THROW("Wrong inputs"); return inputs.front(); } }; struct pass_op { std::string name() const { return "pass"; } migraphx::argument compute(migraphx::context&, const migraphx::shape&, std::vector args) const { if(args.empty()) return {}; return args.front(); } migraphx::shape compute_shape(std::vector inputs) const { if(inputs.empty()) return {}; return inputs.front(); } int output_alias(const std::vector&) const { return 0; } }; struct unary_pass_op { std::string name() const { return "unary_pass"; } migraphx::argument compute(migraphx::context&, const migraphx::shape&, std::vector args) const { if(args.empty()) return {}; return args.front(); } migraphx::shape compute_shape(std::vector inputs) const { if(inputs.size() != 1) MIGRAPHX_THROW("Wrong inputs"); return inputs.front(); } int output_alias(const std::vector&) const { return 0; } }; struct pass_standard_op { std::string name() const { return "pass"; } migraphx::argument compute(migraphx::context&, const migraphx::shape&, std::vector args) const { if(args.empty()) return {}; return args.front(); } migraphx::shape compute_shape(std::vector inputs) const { for(auto&& input : inputs) { if(not input.standard()) throw std::runtime_error("Not standard shape"); } if(inputs.empty()) return {}; return inputs.front(); } int output_alias(const std::vector&) const { return 0; } }; struct nop { std::string name() const { return "nop"; } migraphx::argument compute(migraphx::context&, const migraphx::shape&, const std::vector&) const { return {}; } migraphx::shape compute_shape(const std::vector&) const { return {}; } }; inline migraphx::literal get_2x2() { return migraphx::literal{{migraphx::shape::float_type, {2, 2}}, {1, 2, 3, 4}}; } inline migraphx::literal get_2x2_transposed() { return migraphx::literal{{migraphx::shape::float_type, {2, 2}, {1, 2}}, {1, 2, 3, 4}}; } inline migraphx::literal get_2() { return migraphx::literal{{migraphx::shape::float_type, {2}}, {1, 2}}; } inline migraphx::literal get_2_broadcasted() { return migraphx::literal{{migraphx::shape::float_type, {2, 1}, {1, 0}}, {1, 2}}; }