/* * 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. */ #include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace onnx { struct parse_trilu : op_parser { std::vector operators() const { return {{"Trilu"}}; } instruction_ref parse(const op_desc&, const onnx_parser&, const onnx_parser::node_info& info, std::vector args) const { auto input_shape = args[0]->get_shape(); assert(input_shape.ndim() >= 2); auto input_lens = input_shape.lens(); size_t num_rows = *(input_lens.rbegin() + 1); size_t num_cols = input_lens.back(); int k = 0; bool upper = true; if(args.size() > 1) { auto arg_k = args[1]->eval(); check_arg_empty(arg_k, "PARSE_TRILU: dynamic k not supported"); k = arg_k.at(); } if(k < 0) MIGRAPHX_THROW("PARSE_TRILU: negative k values not supported"); if(contains(info.attributes, "upper")) { upper = static_cast(info.attributes.at("upper").i()); } shape::type_t output_type = args[0]->get_shape().type(); // when creating the mask, if upper == 1, // the inner triangle will have values set to 0 std::vector mask_mat(num_rows * num_cols, upper); for(size_t i = 0; i < num_rows; i++) { for(size_t j = 0; j < std::min(k, static_cast(num_cols)); j++) { mask_mat[i * num_cols + j] = not upper; } k++; } auto mask = info.add_literal( migraphx::literal{migraphx::shape{output_type, {num_rows, num_cols}}, mask_mat}); return info.add_broadcastable_binary_op("mul", mask, args[0]); } }; } // namespace onnx } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx