/** * Copyright 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 "graph/passes/bitcast_pass.h" #include #include #include "common/ge/ge_util.h" #include "graph/utils/type_utils.h" #include "framework/common/debug/log.h" #include "framework/common/ge_inner_error_codes.h" namespace ge { namespace { const char *const kAttrNameType = "type"; } // namespace Status BitcastPass::Run(NodePtr &node) { GELOGD("Bitcast running"); if (node == nullptr) { GELOGE(PARAM_INVALID, "Param [node] must not be null."); return PARAM_INVALID; } if (node->GetType() != BITCAST) { return SUCCESS; } OpDescPtr op_desc = node->GetOpDesc(); if (op_desc == nullptr) { return PARAM_INVALID; } ge::DataType dst_data_type; if (CheckDstDataType(op_desc, dst_data_type) != SUCCESS) { return PARAM_INVALID; } if (CheckOutputShape(op_desc, dst_data_type) != SUCCESS) { return PARAM_INVALID; } return IsolateAndDeleteNode(node, {0}); } Status BitcastPass::CheckDstDataType(const OpDescPtr op_desc, ge::DataType &dst_data_type) { if (!ge::AttrUtils::GetDataType(op_desc, kAttrNameType, dst_data_type)) { GELOGE(PARAM_INVALID, "Node failed to get attribute type."); return PARAM_INVALID; } if (dst_data_type >= ge::DT_UNDEFINED) { GELOGE(PARAM_INVALID, "dst_data_type[%s] is not valid.", TypeUtils::DataTypeToSerialString(dst_data_type).c_str()); return PARAM_INVALID; } if (op_desc->GetOutputDescPtr(0) == nullptr) { GELOGE(PARAM_INVALID, "Bitcast node outputDesc is null."); return PARAM_INVALID; } if (op_desc->GetOutputDescPtr(0)->GetDataType() != dst_data_type) { GELOGE(PARAM_INVALID, "dst_data_type[%s] is not equal to output_data_type[%s].", TypeUtils::DataTypeToSerialString(dst_data_type).c_str(), TypeUtils::DataTypeToSerialString(op_desc->GetOutputDescPtr(0)->GetDataType()).c_str()); return PARAM_INVALID; } return SUCCESS; } Status BitcastPass::CheckOutputShape(const OpDescPtr op_desc, const ge::DataType dst_data_type) { const GeTensorDescPtr &input_tensor_desc = op_desc->MutableInputDesc(0); const GeTensorDescPtr &output_tensor_desc = op_desc->MutableOutputDesc(0); if (input_tensor_desc == nullptr) { GELOGE(PARAM_INVALID, "input_tensor_desc must not be null."); return PARAM_INVALID; } // get origin data_type and shape ge::DataType ori_data_type = input_tensor_desc->GetDataType(); if (ori_data_type >= ge::DT_UNDEFINED) { GELOGE(PARAM_INVALID, "ori_data_type[%s] is not valid.", TypeUtils::DataTypeToSerialString(ori_data_type).c_str()); return PARAM_INVALID; } if (ori_data_type == dst_data_type) { GELOGW("Origin data type is equal to dest data type."); return SUCCESS; } BitcastPass::kVecInt64 dim_vec(input_tensor_desc->GetShape().GetDims()); if (CalcAndUpdateShape(dim_vec, ori_data_type, dst_data_type) != SUCCESS) { GELOGE(PARAM_INVALID, "CalcAndUpdateShape failed."); return PARAM_INVALID; } if (dim_vec != output_tensor_desc->GetShape().GetDims()) { GELOGE(PARAM_INVALID, "out_put_shape is different from expectations."); return PARAM_INVALID; } return SUCCESS; } Status BitcastPass::CalcAndUpdateShape(BitcastPass::kVecInt64 &dim_vec, ge::DataType ori_data_type, ge::DataType dst_data_type) { if (dim_vec.size() == 0) { GELOGE(PARAM_INVALID, "Pre node shape size is zero."); return PARAM_INVALID; } int64_t ori_data_size = GetSizeByDataType(ori_data_type); int64_t dst_data_size = GetSizeByDataType(dst_data_type); if (ori_data_size == dst_data_size) { return SUCCESS; } else if (ori_data_size > dst_data_size) { if (ori_data_size % dst_data_size != 0) { GELOGE(PARAM_INVALID, "ori_data_size is not divisible by dst_data_size."); return PARAM_INVALID; } dim_vec.push_back(ori_data_size / dst_data_size); return SUCCESS; } else { if (dst_data_size % ori_data_size != 0) { GELOGE(PARAM_INVALID, "dst_data_size is not divisible by ori_data_size."); return PARAM_INVALID; } if (dim_vec[dim_vec.size() - 1] != (dst_data_size / ori_data_size)) { GELOGE(PARAM_INVALID, "The last dim is not equal to dst_data_size / ori_data_size."); return PARAM_INVALID; } dim_vec.pop_back(); } return SUCCESS; } } // namespace ge