1 /** 2 * Copyright 2023 Huawei Technologies Co., Ltd 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 #ifndef MINDSPORE_CCSRC_TRANSFORM_ACL_IR_ACL_HELPER_H_ 18 #define MINDSPORE_CCSRC_TRANSFORM_ACL_IR_ACL_HELPER_H_ 19 20 #include <vector> 21 #include <string> 22 #include <memory> 23 #include "ir/anf.h" 24 #include "ir/tensor.h" 25 #include "kernel/kernel.h" 26 27 namespace mindspore { 28 namespace transform { 29 class GeAdapterInfo; 30 typedef enum ErrorAclType { kNormalOp, kUnknownOp, kInValidType, kSpecialOp, kInvalidBuildInfo } ErrorAclType; 31 32 class AclHelper { 33 public: 34 // Check is data layout unchanged format. 35 static bool CheckDefaultSupportFormat(const string &format); 36 static bool IsPrintDebugString(); 37 38 // Kernel select by ge_ir. 39 static KernelType GetKernelInfoByInputs(const CNodePtr &cnode, const std::shared_ptr<GeAdapterInfo> &info); 40 static KernelType GetKernelInfoByOutputs(const AnfNodePtr &node, const std::shared_ptr<GeAdapterInfo> &info); 41 static KernelType GetKernelInfoFromGe(const AnfNodePtr &node, ErrorAclType *err_type); 42 43 // Select kernel's device format. 44 static void GetValidKernelBuildInfo(const AnfNodePtr &node, std::vector<std::string> *input_formats, 45 std::vector<std::string> *output_formats, 46 std::vector<std::string> *input_reshape_types, 47 std::vector<std::string> *output_reshape_types); 48 49 // Convert mindspore's origin information to acl's origin information. 50 static void PaddingOriShape(const std::string &name, size_t idx, const std::string &format, ShapeVector *shape); 51 static std::string ConvertOriginShapeAndFormat(const std::string &name, size_t idx, const std::string &dev_format, 52 ShapeVector *shape); 53 54 // Get attribute to input information. 55 static bool NeedCheckAttrToInput(const CNodePtr &node, const mindspore::HashMap<size_t, std::string> &attr_input_map, 56 size_t index); 57 // Get special information from kernel's attribute. 58 static std::string GetFormatFromAttr(const PrimitivePtr &primitive); 59 static int64_t GetFracZGroupFromAttr(const PrimitivePtr &primitive); 60 static bool GetDefaultFormatFlagFromAttr(const PrimitivePtr &primitive, bool is_input); 61 62 // Get kernel's precision mode is FORCE_FP32. 63 static bool GetMoreDataTypeSupported(TypeId data_type, const std::string &op_type); 64 65 // Check whether is nop op. 66 static bool IsNopNode(const CNodePtr &node); 67 static bool IsInputDtypeSupport(const std::string &kernel_name, TypeId base_type, size_t idx); 68 69 // Set identity flag. 70 static bool NeedIdentityFlag(const std::vector<std::string> &formats); 71 }; 72 } // namespace transform 73 } // namespace mindspore 74 75 #endif // MINDSPORE_CCSRC_TRANSFORM_ACL_IR_ACL_HELPER_H_ 76