import os, sys, subprocess, string __source_dir__ = os.path.normpath( os.path.join(os.path.realpath(__file__), '..', '..')) driver_exe = os.path.abspath(sys.argv[1]) cpp_function = string.Template(''' /* * 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 "models.hpp" namespace migraphx { namespace driver { inline namespace MIGRAPHX_INLINE_NS { migraphx::program ${name}(unsigned batch) // NOLINT(readability-function-size) { ${body} return p; } } // namespace MIGRAPHX_INLINE_NS } // namespace driver } // namespace migraphx ''') def sed(cmd, extended=False): flags = '' if extended: flags = '-E' return f"| sed {flags} '{cmd}'" def get_generated_body(model): run_driver = f"{driver_exe} read --cpp {model} | sed '/Reading/d'" cmd = run_driver + sed('/add_parameter/s/{1,/{batch,/') + sed( 's/\\\\\\"(\\w+)\\\\\\":/\\1:/g', extended=True) # cmd = run_driver + " | sed '/add_parameter/s/{1,/{batch,/'" cp = subprocess.run(cmd, shell=True, capture_output=True, check=True, text=True) return cp.stdout def generate_cpp(name, body): return cpp_function.substitute(name=name, body=body) models = { 'resnet50': '/codes/onnx_models/resnet50_v1.onnx', 'alexnet': '/codes/onnx_models/bvlcalexnet-12.onnx', 'inceptionv3': '/codes/onnx_models/inceptionv3_fp32.onnx' } for name, model in models.items(): src = generate_cpp(name, get_generated_body(model)) cpp_path = os.path.join(__source_dir__, "src", "driver", name + '.cpp') # print(src) with open(cpp_path, 'w') as f: f.write(src)