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@ -19,6 +19,7 @@
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#include <unordered_map>
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#include <memory>
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#include <map>
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#include <fstream>
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#include "utils/log_adapter.h"
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#include "utils/overload.h"
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#include "utils/context/ms_context.h"
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@ -59,7 +60,7 @@ constexpr auto kNeedCompile = "need_compile";
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constexpr auto kShape = "shape";
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std::vector<std::shared_ptr<OpInfo>> OpLib::op_info_;
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std::string ImplTypeToStr(OpImplyType impl_type) {
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static std::string ImplTypeToStr(OpImplyType impl_type) {
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switch (impl_type) {
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case kTBE:
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return kTbe;
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@ -124,6 +125,50 @@ void OpLib::DecodeTBESpecificInfo(const nlohmann::json &obj, const std::shared_p
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}
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}
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bool OpLib::RegOpFromLocalInfo() {
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MS_LOG(INFO) << "Start";
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static bool has_load = false;
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if (has_load) {
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return true;
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}
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has_load = true;
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std::string dir = common::GetEnv("MINDSPORE_OP_INFO_PATH");
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if (dir.empty()) {
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MS_LOG(INFO) << "MindSpore op info path does not been setted. use op info from python pass.";
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return true;
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}
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char real_path[PATH_MAX] = {0};
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if (dir.size() >= PATH_MAX) {
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MS_LOG(ERROR) << "Op info path is invalid: " << dir;
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return false;
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}
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#if defined(_WIN32) || defined(_WIN64)
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if (_fullpath(real_path, common::SafeCStr(dir), PATH_MAX) == nullptr) {
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MS_LOG(ERROR) << "Op info path is invalid: " << dir;
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return false;
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}
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#else
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if (realpath(common::SafeCStr(dir), real_path) == nullptr) {
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MS_LOG(ERROR) << "Op info path is invalid: " << dir;
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return false;
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}
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#endif
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MS_LOG(INFO) << "Start to read op info from local file.";
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std::ifstream file(real_path);
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if (!file.is_open()) {
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MS_LOG(ERROR) << "Find op info file failed.";
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return false;
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}
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std::string line;
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while (getline(file, line)) {
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if (!line.empty()) {
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(void)OpLib::RegOp(line, "");
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}
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}
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MS_LOG(INFO) << "End";
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return true;
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}
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bool OpLib::DecodeOpInfo(const nlohmann::json &obj, const mindspore::kernel::OpImplyType imply_type,
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const std::string &impl_path) {
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std::shared_ptr<OpInfo> op_info = std::make_shared<OpInfo>();
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@ -160,14 +205,16 @@ bool OpLib::DecodeOpInfo(const nlohmann::json &obj, const mindspore::kernel::OpI
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return false;
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}
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}
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if (CheckRepetition(op_info)) {
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MS_LOG(WARNING) << "This op info has been already registed. op name: " << op_info->op_name()
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<< ", impl type: " << ImplTypeToStr(op_info->imply_type())
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<< ", impl path: " << op_info->impl_path();
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return true;
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}
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if (!GetRefInfo(op_info)) {
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MS_LOG(ERROR) << "GetRefInfo Failed";
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return false;
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}
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if (!CheckRepetition(op_info)) {
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MS_LOG(ERROR) << "CheckRepetition Failed";
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return false;
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}
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op_info_.push_back(op_info);
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return true;
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}
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@ -269,6 +316,9 @@ bool OpLib::DecodeInputOutput(const nlohmann::json &obj, const OpImplyType imply
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}
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std::shared_ptr<OpInfo> OpLib::FindOp(const std::string &op_name, OpImplyType imply_type) {
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if (!OpLib::RegOpFromLocalInfo()) {
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MS_LOG(INFO) << "Warning reg local op info failed.";
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}
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auto context = MsContext::GetInstance();
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MS_EXCEPTION_IF_NULL(context);
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bool is_gpu = (context->device_target() == kGPUDevice);
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@ -283,8 +333,8 @@ std::shared_ptr<OpInfo> OpLib::FindOp(const std::string &op_name, OpImplyType im
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return op_info;
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}
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}
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MS_LOG(DEBUG) << "FindOp failed: opname: " << op_name << ", imply_type: " << ImplTypeToStr(imply_type)
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<< ", current op num: " << op_info_.size();
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MS_LOG(INFO) << "FindOp failed: opname: " << op_name << ", imply_type: " << ImplTypeToStr(imply_type)
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<< ", current op num: " << op_info_.size();
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return nullptr;
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}
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@ -313,17 +363,19 @@ bool OpLib::GetRefInfo(const std::shared_ptr<OpInfo> &op_info) {
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}
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bool OpLib::CheckRepetition(const std::shared_ptr<OpInfo> &op_info) {
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bool has_register = false;
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MS_EXCEPTION_IF_NULL(op_info);
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for (const auto &exist_op_info : op_info_) {
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MS_EXCEPTION_IF_NULL(exist_op_info);
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if (exist_op_info->op_name() == op_info->op_name() && exist_op_info->imply_type() == op_info->imply_type() &&
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exist_op_info->impl_path() != op_info->impl_path()) {
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MS_LOG(ERROR) << "Op has already exist, please use other name, op name: " << op_info->op_name()
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<< " op type: " << ImplTypeToStr(op_info->imply_type());
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return false;
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exist_op_info->impl_path() == op_info->impl_path()) {
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MS_LOG(INFO) << "Op has already exist, please use other name, op name: " << op_info->op_name()
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<< " op type: " << ImplTypeToStr(op_info->imply_type());
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has_register = true;
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break;
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}
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}
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return true;
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return has_register;
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}
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} // namespace kernel
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} // namespace mindspore
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