/* * The MIT License (MIT) * * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. */ #ifndef MIGRAPHX_GUARD_OPERATORS_MULTIBROADCAST_HPP #define MIGRAPHX_GUARD_OPERATORS_MULTIBROADCAST_HPP #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace op { struct multibroadcast { std::vector output_lens; template static auto reflect(Self& self, F f) { return pack(f(self.output_lens, "out_lens")); } std::string name() const { return "multibroadcast"; } shape compute_shape(std::vector inputs) const { check_shapes{inputs, *this}.has(1); auto t = inputs.at(0).type(); auto input = inputs.at(0); if(input.lens().empty()) { MIGRAPHX_THROW("MULTIBROADCAST: inputs dimensions should be > 0"); } if(input.lens().size() > output_lens.size()) { MIGRAPHX_THROW("MULTIBROADCAST: inputs dimensions should <= output size"); } auto offset = output_lens.size() - input.lens().size(); for(std::ptrdiff_t i = input.lens().size() - 1; i >= 0; i--) { if(output_lens[i + offset] != input.lens()[i] and input.lens()[i] != 1) { MIGRAPHX_THROW("MULTIBROADCAST: input shape {" + to_string_range(input.lens()) + "} cannot be broadcasted to {" + to_string_range(output_lens) + "}!"); } } std::vector bcast_strides(output_lens.size(), 0); for(std::ptrdiff_t i = input.lens().size() - 1; i >= 0; i--) { if(output_lens[i + offset] == input.lens()[i]) { bcast_strides[i + offset] = input.strides()[i]; } } return {t, output_lens, bcast_strides}; } argument compute(shape output_shape, std::vector args) const { return args[0].reshape(output_shape); } std::ptrdiff_t output_alias(const std::vector&) const { return 0; } }; } // namespace op } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx #endif