/** * Copyright 2019-2020 Huawei Technologies Co., Ltd * * 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 "hybrid/node_executor/aicpu/aicpu_ext_info.h" #include "framework/common/util.h" #include "framework/common/fmk_error_codes.h" #include "framework/common/debug/log.h" namespace ge { namespace hybrid { namespace { // if dim count is not reach kMaxShapeDims(8), use INT64_MIN to mark dim end. constexpr int64_t kDimEndFlag = INT64_MIN; } Status AicpuExtInfoHandler::Parse(const std::string &ext_info) { GELOGI("Node[%s] parse ext info start.", node_name_.c_str()); if (ext_info.empty()) { GELOGE(PARAM_INVALID, "Node[%s] parse ext info failed as ext info is empty.", node_name_.c_str()); return PARAM_INVALID; } ext_info_len_ = ext_info.size(); ext_info_.reset(new(std::nothrow)uint8_t[ext_info_len_]); GE_CHECK_NOTNULL(ext_info_); if (memcpy_s(ext_info_.get(), ext_info_len_, ext_info.c_str(), ext_info.size()) != EOK) { GELOGE(FAILED, "[%s] Failed to coy ext info", node_name_.c_str()); return FAILED; } input_shape_and_type_.clear(); output_shape_and_type_.clear(); auto ext_info_data = ext_info_.get(); size_t offset = 0; while (offset + sizeof(AicpuExtInfo) <= ext_info_len_) { auto aicpu_ext_info = reinterpret_cast(ext_info_data + offset); GELOGD("Ext infoType=%d, infoLen=%u.", aicpu_ext_info->infoType, aicpu_ext_info->infoLen); switch (aicpu_ext_info->infoType) { case aicpu::FWKAdapter::FWK_ADPT_EXT_SHAPE_TYPE: GE_CHK_STATUS_RET(ParseExtShapeType(aicpu_ext_info), "Parse ext shape type failed."); break; case aicpu::FWKAdapter::FWK_ADPT_EXT_INPUT_SHAPE: GE_CHK_STATUS_RET(ParseExtInputShape(aicpu_ext_info), "Parse ext input shape failed."); break; case aicpu::FWKAdapter::FWK_ADPT_EXT_OUTPUT_SHAPE: GE_CHK_STATUS_RET(ParseExtOutputShape(aicpu_ext_info), "Parse ext output shape failed."); break; case aicpu::FWKAdapter::FWK_ADPT_EXT_SESSION_INFO: GE_CHK_STATUS_RET(ParseExtSessionInfo(aicpu_ext_info), "Parse ext session info failed."); break; default: GELOGD("Node[%s] ignore infoType=%d, infoLen=%u.", node_name_.c_str(), aicpu_ext_info->infoType, aicpu_ext_info->infoLen); break; } offset += sizeof(AicpuExtInfo); offset += aicpu_ext_info->infoLen; } GE_CHK_BOOL_RET_STATUS(offset == ext_info_len_, PARAM_INVALID, "Node[%s] ext_info format error, parse not reach end, offset=%zu, ext_info_len=%zu.", node_name_.c_str(), offset, ext_info_len_); GELOGI("Node[%s] parse ext info end.", node_name_.c_str()); return SUCCESS; } Status AicpuExtInfoHandler::ParseExtShapeType(AicpuExtInfo *aicpu_ext_info) { GE_CHK_BOOL_RET_STATUS(aicpu_ext_info->infoLen == sizeof(int32_t), PARAM_INVALID, "Node[%s] parse ext shape type failed as infoLen must be %zu but %u.", node_name_.c_str(), sizeof(int32_t), aicpu_ext_info->infoLen); auto type = reinterpret_cast(aicpu_ext_info->infoMsg); GE_CHK_BOOL_RET_STATUS(*type == unknown_type_, PARAM_INVALID, "Node[%s] parse ext shape type failed as need %d but %d.", node_name_.c_str(), unknown_type_, *type); GELOGI("Node[%s] parse ext shape type success infoLen=%u.", node_name_.c_str(), aicpu_ext_info->infoLen); return SUCCESS; } Status AicpuExtInfoHandler::ParseExtInputShape(AicpuExtInfo *aicpu_ext_info) { auto need_len = input_num_ * sizeof(AicpuShapeAndType); GE_CHK_BOOL_RET_STATUS(aicpu_ext_info->infoLen == need_len, PARAM_INVALID, "Node[%s] parse ext input shape failed as infoLen must be " "input_num[%u]*sizeof(ShapeAndType)[%zu] but %u.", node_name_.c_str(), input_num_, sizeof(AicpuShapeAndType), aicpu_ext_info->infoLen); auto input = reinterpret_cast(aicpu_ext_info->infoMsg); for (uint32_t index = 0; index < input_num_; ++index) { input_shape_and_type_.emplace_back(&input[index]); } GELOGI("Node[%s] parse ext input shape success infoLen=%u.", node_name_.c_str(), aicpu_ext_info->infoLen); return SUCCESS; } Status AicpuExtInfoHandler::ParseExtOutputShape(AicpuExtInfo *aicpu_ext_info) { if (unknown_type_ == DEPEND_COMPUTE) { GELOGD("Node[%s] is depend compute type no need ext output shape, ignore it, infoLen=%u.", node_name_.c_str(), aicpu_ext_info->infoLen); return SUCCESS; } auto need_len = output_num_ * sizeof(AicpuShapeAndType); GE_CHK_BOOL_RET_STATUS(aicpu_ext_info->infoLen == need_len, PARAM_INVALID, "Node[%s] parse ext output shape failed as infoLen must be " "output_num[%u]*sizeof(ShapeAndType)[%zu] but %u.", node_name_.c_str(), output_num_, sizeof(AicpuShapeAndType), aicpu_ext_info->infoLen); auto output = reinterpret_cast(aicpu_ext_info->infoMsg); for (uint32_t index = 0; index < output_num_; ++index) { output_shape_and_type_.emplace_back(&output[index]); } GELOGI("Node[%s] parse ext output shape success infoLen=%u.", node_name_.c_str(), aicpu_ext_info->infoLen); return SUCCESS; } Status AicpuExtInfoHandler::ParseExtSessionInfo(AicpuExtInfo *aicpu_ext_info) { GE_CHK_BOOL_RET_STATUS(aicpu_ext_info->infoLen == sizeof(AicpuSessionInfo), PARAM_INVALID, "Node[%s] parse ext session info failed as infoLen must be %zu but %u.", node_name_.c_str(), sizeof(SessionInfo), aicpu_ext_info->infoLen); session_info_ = reinterpret_cast(aicpu_ext_info->infoMsg); GELOGI("Node[%s] parse session info success infoLen=%u.", node_name_.c_str(), aicpu_ext_info->infoLen); return SUCCESS; } Status AicpuExtInfoHandler::UpdateSessionInfo(uint64_t session_id, uint64_t kernel_id, bool sess_flag) { if (session_info_ == nullptr) { GELOGD("There is no session info in ext_info, no need update."); return SUCCESS; } session_info_->sessionId = session_id; session_info_->kernelId = kernel_id; session_info_->sessFlag = sess_flag; return SUCCESS; } Status AicpuExtInfoHandler::UpdateSessionInfoSessionId(uint64_t session_id) { if (session_info_ == nullptr) { GELOGD("There is no session info in ext_info, no need update."); return SUCCESS; } session_info_->sessionId = session_id; session_info_->sessFlag = true; return SUCCESS; } Status AicpuExtInfoHandler::UpdateInputShapeAndType(uint32_t input_index, const GeTensorDesc &input_desc) { GE_CHECK_LE(input_index, input_num_); const auto &shape = input_desc.GetShape(); GE_CHK_STATUS_RET(UpdateShapeAndType(shape, input_desc.GetDataType(), input_shape_and_type_[input_index]), "Node[%s] input[%u] update input shape and type failed.", node_name_.c_str(), input_index); return SUCCESS; } Status AicpuExtInfoHandler::UpdateOutputShapeAndType(uint32_t output_index, const GeTensorDesc &output_desc) { GE_CHK_BOOL_RET_STATUS((unknown_type_ != DEPEND_COMPUTE), INTERNAL_ERROR, "Node[%s] is depend compute is no need update output shape and type by ext.", node_name_.c_str()); GE_CHECK_LE(output_index, output_num_); auto shape = output_desc.GetShape(); // shape range need use range update shape if (unknown_type_ == DEPEND_SHAPE_RANGE) { std::vector> range; auto range_ret = output_desc.GetShapeRange(range); GE_CHK_BOOL_RET_STATUS(range_ret == GRAPH_SUCCESS, INTERNAL_ERROR, "Node[%s] is shape range type but get GetShapeRange failed, ret=%u.", node_name_.c_str(), range_ret); for (size_t k = 0; k < range.size(); ++k) { if (shape.GetDim(k) < 0 && k < range.size()) { GELOGD("Node[%s] output[%u] update dim[%zu] from %ld to range max %ld.", node_name_.c_str(), output_index, k, shape.GetDim(k), range[k].second); shape.SetDim(k, range[k].second); } } } return UpdateShapeAndType(shape, output_desc.GetDataType(), output_shape_and_type_[output_index]); } Status AicpuExtInfoHandler::GetOutputShapeAndType(uint32_t output_index, GeShape &shape, DataType &data_type) { GE_CHK_BOOL_RET_STATUS((unknown_type_ != DEPEND_COMPUTE), INTERNAL_ERROR, "Node[%s] is depend compute type can not get output shape and type by ext.", node_name_.c_str()); GetShapeAndType(output_shape_and_type_[output_index], shape, data_type); return SUCCESS; } Status AicpuExtInfoHandler::UpdateShapeAndType(const GeShape &shape, DataType data_type, AicpuShapeAndType *shape_and_type) { auto dim_num = shape.GetDimNum(); if (dim_num > aicpu::FWKAdapter::kMaxShapeDims) { GELOGE(PARAM_INVALID, "Update shape and type failed, as dim_num %zu is over max shape dims %u.", dim_num, aicpu::FWKAdapter::kMaxShapeDims); return PARAM_INVALID; } size_t index = 0; for (; index < dim_num; ++index) { shape_and_type->dims[index] = shape.GetDim(index); } if (index < aicpu::FWKAdapter::kMaxShapeDims) { shape_and_type->dims[index] = kDimEndFlag; } // now only support update shape, type is not support return SUCCESS; } void AicpuExtInfoHandler::GetShapeAndType(const AicpuShapeAndType *shape_and_type, GeShape &shape, DataType &data_type) { std::vector dims; for (uint32_t index = 0; index < aicpu::FWKAdapter::kMaxShapeDims; ++index) { auto tmpDim = shape_and_type->dims[index]; if (tmpDim == kDimEndFlag) { break; } dims.emplace_back(tmpDim); } data_type = static_cast(shape_and_type->type); shape = GeShape(dims); } } // namespace hybrid } // namespace ge