/* Copyright (c) 2021 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. */ #ifdef PADDLE_WITH_XPU #include #include #include #include "paddle/fluid/platform/device/xpu/xpu1_op_list.h" #include "paddle/fluid/platform/device/xpu/xpu2_op_list.h" #include "paddle/fluid/platform/device/xpu/xpu_info.h" #include "paddle/fluid/platform/device/xpu/xpu_op_kpfirst_list.h" #include "paddle/fluid/platform/device/xpu/xpu_op_list.h" namespace paddle { namespace platform { bool is_xpu_support_op(const std::string& op_name, const pOpKernelType& type) { auto& ops = get_kl1_ops(); auto v = get_xpu_version(type.place_.device); if (v == pten::backends::xpu::XPUVersion::XPU2) { ops = get_kl2_ops(); } if (ops.find(op_name) != ops.end() && ops[op_name].find(type) != ops[op_name].end()) { return true; } return false; } // ops_string contains op_list(e.g., 'mul,mul_grad'), parse the op string and // insert op to op set static void tokenize(const std::string& ops, char delim, std::unordered_set* op_set) { std::string::size_type beg = 0; for (uint64_t end = 0; (end = ops.find(delim, end)) != std::string::npos; ++end) { op_set->insert(ops.substr(beg, end - beg)); beg = end + 1; } op_set->insert(ops.substr(beg)); } bool is_in_xpu_black_list(const std::string& op_name) { static bool inited = false; static std::unordered_set xpu_black_list; static std::mutex s_mtx; if (!inited) { std::lock_guard guard(s_mtx); if (!inited) { if (std::getenv("XPU_BLACK_LIST") != nullptr) { std::string ops(std::getenv("XPU_BLACK_LIST")); tokenize(ops, ',', &xpu_black_list); } inited = true; VLOG(3) << "XPU Black List: "; for (auto iter = xpu_black_list.begin(); iter != xpu_black_list.end(); ++iter) { VLOG(3) << *iter << " "; } } } if (xpu_black_list.find(op_name) != xpu_black_list.end()) { return true; } return false; } #ifdef PADDLE_WITH_XPU_KP bool is_xpu_kp_support_op(const std::string& op_name, const pOpKernelType& type) { auto& ops = get_kl1_ops(); auto v = get_xpu_version(type.place_.device); if (v == pten::backends::xpu::XPUVersion::XPU2) { ops = get_kp_ops(); } if (ops.find(op_name) != ops.end() && ops[op_name].find(type) != ops[op_name].end()) { return true; } return false; } bool is_in_xpu_kpwhite_list(const std::string& op_name) { static bool inited = false; static std::unordered_set xpu_kpwhite_list; static std::mutex s_mtx; if (!inited) { std::lock_guard guard(s_mtx); if (!inited) { if (std::getenv("XPU_KPWHITE_LIST") != nullptr) { std::string ops(std::getenv("XPU_KPWHITE_LIST")); tokenize(ops, ',', &xpu_kpwhite_list); } inited = true; VLOG(3) << "XPU kpwhite List: "; for (auto iter = xpu_kpwhite_list.begin(); iter != xpu_kpwhite_list.end(); ++iter) { VLOG(3) << *iter << " "; } } } if (xpu_kpwhite_list.find(op_name) != xpu_kpwhite_list.end()) { return true; } return false; } #endif std::vector get_xpu_op_support_type( const std::string& op_name, pten::backends::xpu::XPUVersion version) { std::vector res; auto& ops = version == pten::backends::xpu::XPUVersion::XPU1 ? get_kl1_ops() : get_kl2_ops(); if (ops.find(op_name) != ops.end()) { XPUKernelSet& type_set = ops[op_name]; for (auto& item : type_set) { res.push_back(item.data_type_); } } return res; } XPUOpListMap get_xpu_op_list(pten::backends::xpu::XPUVersion version) { XPUOpListMap res; auto& ops = version == pten::backends::xpu::XPUVersion::XPU1 ? get_kl1_ops() : get_kl2_ops(); for (auto& op : ops) { std::vector op_vartypes; for (auto& item : op.second) { op_vartypes.push_back(item.data_type_); } res[op.first] = std::move(op_vartypes); } return res; } } // namespace platform } // namespace paddle #endif