/* * 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_TRANSPOSE_HPP #define MIGRAPHX_GUARD_OPERATORS_TRANSPOSE_HPP #include #include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace op { struct transpose { std::vector dims; template static auto reflect(Self& self, F f) { return pack(f(self.dims, "permutation")); } std::string name() const { return "transpose"; } shape compute_shape(std::vector inputs) const { check_shapes{inputs, *this, true}.has(1); auto input = inputs.at(0); if(dims.size() != input.ndim()) { MIGRAPHX_THROW("TRANSPOSE: Permutation has wrong number of axes"); } std::vector axes(dims.size()); std::iota(axes.begin(), axes.end(), 0); if(not std::is_permutation(axes.begin(), axes.end(), dims.begin())) { MIGRAPHX_THROW("TRANSPOSE: Invalid permutation"); } if(input.dynamic()) { std::vector output_dyn_dims(input.ndim()); std::transform(dims.cbegin(), dims.cend(), output_dyn_dims.begin(), [&](auto dim) { return input.dyn_dims()[dim]; }); return {input.type(), output_dyn_dims}; } else { auto input_lens = input.lens(); auto input_strides = input.strides(); std::vector output_lens(input.ndim()); std::vector output_strides(input.ndim()); for(std::size_t i = 0; i < input.ndim(); i++) { output_lens[i] = input_lens[dims[i]]; output_strides[i] = input_strides[dims[i]]; } return {input.type(), output_lens, output_strides}; } } argument compute(const dyn_output& dyn_out, std::vector args) const { return args[0].reshape(dyn_out.computed_shape); } std::ptrdiff_t output_alias(const std::vector&) const { return 0; } }; } // namespace op } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx #endif