# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import print_function import sys import logging from ast import RegisterLiteKernelParser from utils import * if len(sys.argv) != 4: print("Error: create_fake_kernel_registry.py requires three inputs!") exit(1) ops_list_path = sys.argv[1] dest_path = sys.argv[2] kernelmap_path = sys.argv[3] out_lines = [ '#pragma once', '#include "lite/core/op_registry.h"', '#include "lite/core/kernel.h"', '#include "lite/core/type_system.h"', '', ] fake_kernel = ''' namespace paddle { namespace lite { class %s : public KernelLite { public: void PrepareForRun() override {} void Run() override {} virtual ~%s() = default; }; } // namespace lite } // namespace paddle ''' # create .h file to store kernel&source relationship kernel_src_map_lines = [ ''' // Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #pragma once #include // ATTENTION This can only include in a .cc file. const std::map kernel2path_map{ ''' ] with open(ops_list_path) as f: paths = set([path for path in f]) for path in paths: print('path', path) with open(path.strip()) as g: c = g.read() kernel_parser = RegisterLiteKernelParser(c) kernel_parser.parse() for k in kernel_parser.kernels: kernel_name = "{op_type}_{target}_{precision}_{data_layout}_{alias}_class".format( op_type = k.op_type, target = k.target, precision = k.precision, data_layout = k.data_layout, alias = k.alias, ) kernel_define = fake_kernel % ( kernel_name, k.target, k.precision, k.data_layout, kernel_name, ) out_lines.append(kernel_define) out_lines.append("") key = "REGISTER_LITE_KERNEL(%s, %s, %s, %s, %s, %s)" % ( k.op_type, k.target, k.precision, k.data_layout, '::paddle::lite::' + kernel_name, k.alias, ) out_lines.append(key) for input in k.inputs: io = ' .BindInput("%s", {%s})' % (input.name, input.type) out_lines.append(io) for output in k.outputs: io = ' .BindOutput("%s", {%s})' % (output.name, output.type) out_lines.append(io) out_lines.append(" .Finalize();") out_lines.append("") out_lines.append(gen_use_kernel_statement(k.op_type, k.target, k.precision, k.data_layout, k.alias)) index = path.rindex('/') filename = path[index + 1:] map_element = ' {"%s,%s,%s,%s,%s", "%s"},' % ( k.op_type, k.target, k.precision, k.data_layout, k.alias, filename.strip() ) kernel_src_map_lines.append(map_element) with open(dest_path, 'w') as f: logging.info("write kernel list to %s" % dest_path) f.write('\n'.join(out_lines)) with open(kernelmap_path, 'w') as fd: logging.info("write kernel map to %s" % dest_path) kernel_src_map_lines.append(' {" ", " "}') kernel_src_map_lines.append('};') fd.write('\n'.join(kernel_src_map_lines))