1 /** 2 * Copyright 2024 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_BACKEND_OPTIMIZER_INFERENCE_WEIGHT_PREPROCESS_UTILS_H_ 18 #define MINDSPORE_CCSRC_BACKEND_OPTIMIZER_INFERENCE_WEIGHT_PREPROCESS_UTILS_H_ 19 20 #include <vector> 21 #include <functional> 22 #include <string> 23 #include <memory> 24 #include "ir/anf.h" 25 #include "ir/tensor.h" 26 #include "kernel/kernel_build_info.h" 27 #include "include/common/utils/utils.h" 28 #include "include/backend/kernel_graph.h" 29 #include "include/backend/anf_runtime_algorithm.h" 30 #include "include/common/utils/anfalgo.h" 31 #include "include/api/data_type.h" 32 #include "mindspore/core/utils/ms_context.h" 33 #include "mindspore/core/ops/framework_ops.h" 34 35 namespace mindspore { 36 namespace opt { 37 38 constexpr auto n_lens_str = "n_lens"; 39 constexpr auto is_fixed_weight_str = "is_fixed_weight"; 40 41 tensor::TensorPtr GetParamFromLoad(const CNodePtr &load, const bool unused); 42 43 bool CheckFusionValid(const CNodePtr &matmul, int64_t *k, const int trans_a_pos, const int trans_b_pos, 44 const std::vector<TypeId> &valid_dtypes); 45 46 std::shared_ptr<ValueNode> CreateWeightTensor(TypeId type_id, const std::vector<int64_t> &weight_shape, 47 const std::vector<void *> &data_c_list, 48 const std::vector<int64_t> &n_len_list, const int64_t &k_len, 49 const std::shared_ptr<Type> &w_dtype, const bool &need_rank_offset, 50 const uint32_t &global_rank_id); 51 52 void SortWeightNodeList(AnfNodePtrList *node_list); 53 54 } // namespace opt 55 } // namespace mindspore 56 57 #endif // MINDSPORE_CCSRC_BACKEND_OPTIMIZER_INFERENCE_WEIGHT_PREPROCESS_UTILS_H_ 58