/* Copyright (c) 2018 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. */ #include "paddle/fluid/operators/jit/gen_base.h" #include #include #include #include #include "paddle/fluid/memory/allocation/cpu_allocator.h" // for posix_memalign #include "paddle/fluid/platform/cpu_info.h" #include "paddle/fluid/platform/enforce.h" #ifndef _WIN32 #define posix_memalign_free free #endif DEFINE_bool(dump_jitcode, false, "Whether to dump the jitcode to file"); namespace paddle { namespace operators { namespace jit { // refer do not need useme, it would be the last one. void GenBase::dumpCode(const unsigned char* code) const { if (code) { static int counter = 0; std::ostringstream filename; filename << "paddle_jitcode_" << name() << "." << counter << ".bin"; counter++; std::ofstream fout(filename.str(), std::ios::out); if (fout.is_open()) { fout.write(reinterpret_cast(code), this->getSize()); fout.close(); } } } void* GenBase::operator new(size_t size) { void* ptr; constexpr size_t alignment = 32ul; PADDLE_ENFORCE_EQ(posix_memalign(&ptr, alignment, size), 0, "GenBase Alloc %ld error!", size); PADDLE_ENFORCE(ptr, "Fail to allocate GenBase CPU memory: size = %d .", size); return ptr; } void GenBase::operator delete(void* ptr) { posix_memalign_free(ptr); } std::vector packed_groups(int n, int k, int* block_out, int* rest_out) { int block; int max_num_regs; if (platform::MayIUse(platform::avx512f)) { block = ZMM_FLOAT_BLOCK; max_num_regs = 32; } else { block = YMM_FLOAT_BLOCK; max_num_regs = 16; } // one for x, one for y, others for z const int max_used_regs_for_n = max_num_regs - 2; const int aligned_n = n % block == 0 ? n : (n / block + 1) * block; const int num_block = aligned_n / block; const int num_groups = num_block / max_used_regs_for_n; std::vector groups(num_groups, max_used_regs_for_n); int rest_num_regs = num_block % max_used_regs_for_n; if (rest_num_regs != 0) { groups.push_back(rest_num_regs); } if (block_out) { *block_out = block; } if (rest_out) { *rest_out = n % block; } return groups; } } // namespace jit } // namespace operators } // namespace paddle