Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 1 | |
Tai Ly | 8690a08 | 2023-12-18 20:40:24 +0000 | [diff] [blame] | 2 | // Copyright (c) 2020-2024, ARM Limited. |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 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 | #ifndef OPS_DATA_LAYOUT_H |
| 17 | #define OPS_DATA_LAYOUT_H |
| 18 | |
| 19 | #include "graph_node.h" |
| 20 | |
| 21 | using namespace tosa; |
| 22 | |
| 23 | namespace TosaReference |
| 24 | { |
| 25 | |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 26 | template <int Rank, TOSA_REF_TYPE Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 27 | class OpConcat : public GraphNode |
| 28 | { |
| 29 | public: |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 30 | OpConcat(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 31 | virtual ~OpConcat(); |
| 32 | |
| 33 | virtual int checkTensorAttributes(); |
| 34 | virtual int eval(); |
| 35 | |
| 36 | using InEigenType = typename GetEigenType<Dtype>::type; |
| 37 | using OutEigenType = typename GetEigenType<Dtype>::type; |
| 38 | using TIn = Eigen::Tensor<InEigenType, Rank>; |
| 39 | using TOut = Eigen::Tensor<OutEigenType, Rank>; |
| 40 | |
| 41 | protected: |
| 42 | Eigen::array<int, Rank> reverser; |
Kevin Cheng | ad15dfa | 2021-03-04 15:15:03 -0800 | [diff] [blame] | 43 | std::vector<TosaReference::TensorTemplate<TIn>*> ins; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 44 | TosaAxisAttribute* attribute; |
| 45 | TosaReference::TensorTemplate<TOut>* out; |
| 46 | }; |
| 47 | |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 48 | template <int Rank, TOSA_REF_TYPE Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 49 | class OpPad : public GraphNode |
| 50 | { |
| 51 | public: |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 52 | OpPad(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 53 | virtual ~OpPad(); |
| 54 | virtual int checkTensorAttributes(); |
| 55 | virtual int eval(); |
| 56 | |
Tai Ly | e095da7 | 2024-01-25 22:00:18 +0000 | [diff] [blame] | 57 | using InEigenType = typename GetEigenType<Dtype>::type; |
| 58 | using InEigenShapeType = typename GetEigenType<TOSA_REF_TYPE_SHAPE>::type; |
| 59 | using OutEigenType = typename GetEigenType<Dtype>::type; |
| 60 | using TIn = Eigen::Tensor<InEigenType, Rank>; |
| 61 | using TPadding = Eigen::Tensor<InEigenShapeType, 1>; |
| 62 | using TOut = Eigen::Tensor<OutEigenType, Rank>; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 63 | |
| 64 | protected: |
| 65 | Eigen::array<std::pair<ptrdiff_t, ptrdiff_t>, Rank> paddings_array; |
| 66 | TosaReference::TensorTemplate<TIn>* in; |
Tai Ly | e095da7 | 2024-01-25 22:00:18 +0000 | [diff] [blame] | 67 | TosaReference::TensorTemplate<TPadding>* padding; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 68 | TosaReference::TensorTemplate<TOut>* out; |
Kevin Cheng | fe392ce | 2021-10-18 21:51:55 +0000 | [diff] [blame] | 69 | TosaPadAttribute* attribute; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 70 | }; |
| 71 | |
Won Jeon | a21b2e8 | 2023-08-10 10:33:01 +0000 | [diff] [blame] | 72 | template <int Rank, TOSA_REF_TYPE Dtype> |
| 73 | class OpDim : public GraphNode |
| 74 | { |
| 75 | public: |
| 76 | OpDim(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); |
| 77 | virtual ~OpDim(); |
| 78 | |
| 79 | virtual int checkTensorAttributes(); |
| 80 | virtual int eval(); |
| 81 | |
| 82 | using InEigenType = typename GetEigenType<Dtype>::type; |
| 83 | using OutEigenType = typename GetEigenType<TOSA_REF_TYPE_SHAPE>::type; |
| 84 | using TIn = Eigen::Tensor<InEigenType, Rank>; |
Tai Ly | 8690a08 | 2023-12-18 20:40:24 +0000 | [diff] [blame] | 85 | using TOut = Eigen::Tensor<OutEigenType, 1>; |
Won Jeon | a21b2e8 | 2023-08-10 10:33:01 +0000 | [diff] [blame] | 86 | |
| 87 | protected: |
| 88 | TosaReference::TensorTemplate<TIn>* in; |
| 89 | TosaReference::TensorTemplate<TOut>* out; |
| 90 | TosaAxisAttribute* attribute; |
| 91 | }; |
| 92 | |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 93 | template <int InRank, int OutRank, TOSA_REF_TYPE Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 94 | class OpReshape : public GraphNode |
| 95 | { |
| 96 | public: |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 97 | OpReshape(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 98 | virtual ~OpReshape(); |
| 99 | |
| 100 | virtual int checkTensorAttributes(); |
| 101 | virtual int eval(); |
| 102 | |
| 103 | using InEigenType = typename GetEigenType<Dtype>::type; |
| 104 | using OutEigenType = typename GetEigenType<Dtype>::type; |
| 105 | using TIn = Eigen::Tensor<InEigenType, InRank>; |
| 106 | using TOut = Eigen::Tensor<OutEigenType, OutRank>; |
| 107 | |
| 108 | protected: |
| 109 | Eigen::array<Eigen::Index, OutRank> array_shape; |
| 110 | Eigen::array<Eigen::Index, InRank> in_reverser; |
| 111 | Eigen::array<Eigen::Index, OutRank> out_reverser; |
| 112 | TosaReference::TensorTemplate<TIn>* in; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 113 | TosaReference::TensorTemplate<TOut>* out; |
| 114 | }; |
| 115 | |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 116 | template <int Rank, TOSA_REF_TYPE Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 117 | class OpReverse : public GraphNode |
| 118 | { |
| 119 | public: |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 120 | OpReverse(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 121 | virtual ~OpReverse(); |
| 122 | |
| 123 | virtual int checkTensorAttributes(); |
| 124 | virtual int eval(); |
| 125 | |
| 126 | using InEigenType = typename GetEigenType<Dtype>::type; |
| 127 | using OutEigenType = typename GetEigenType<Dtype>::type; |
| 128 | using TIn = Eigen::Tensor<InEigenType, Rank>; |
| 129 | using TOut = Eigen::Tensor<OutEigenType, Rank>; |
| 130 | |
| 131 | protected: |
| 132 | TosaAxisAttribute* attribute; |
| 133 | TosaReference::TensorTemplate<TIn>* in; |
| 134 | TosaReference::TensorTemplate<TOut>* out; |
| 135 | Eigen::array<bool, Rank> reverse_array; |
| 136 | }; |
| 137 | |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 138 | template <int Rank, TOSA_REF_TYPE Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 139 | class OpSlice : public GraphNode |
| 140 | { |
| 141 | public: |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 142 | OpSlice(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 143 | virtual ~OpSlice(); |
| 144 | |
| 145 | virtual int checkTensorAttributes(); |
| 146 | virtual int eval(); |
| 147 | |
TatWai Chong | 01f937a | 2024-01-24 22:57:07 -0800 | [diff] [blame] | 148 | using InEigenType = typename GetEigenType<Dtype>::type; |
| 149 | using InEigenShapeType = typename GetEigenType<TOSA_REF_TYPE_SHAPE>::type; |
| 150 | using OutEigenType = typename GetEigenType<Dtype>::type; |
| 151 | using TIn = Eigen::Tensor<InEigenType, Rank>; |
TatWai Chong | 97f1c0e | 2024-02-05 11:56:46 -0800 | [diff] [blame^] | 152 | using TSlicing = Eigen::Tensor<InEigenShapeType, 1>; |
TatWai Chong | 01f937a | 2024-01-24 22:57:07 -0800 | [diff] [blame] | 153 | using TOut = Eigen::Tensor<OutEigenType, Rank>; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 154 | |
| 155 | protected: |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 156 | Eigen::array<Eigen::Index, Rank> begin_array; |
| 157 | Eigen::array<Eigen::Index, Rank> size_array; |
TatWai Chong | 97f1c0e | 2024-02-05 11:56:46 -0800 | [diff] [blame^] | 158 | TosaReference::TensorTemplate<TSlicing>* start; |
| 159 | TosaReference::TensorTemplate<TSlicing>* size; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 160 | TosaReference::TensorTemplate<TIn>* in; |
| 161 | TosaReference::TensorTemplate<TOut>* out; |
| 162 | }; |
| 163 | |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 164 | template <int Rank, TOSA_REF_TYPE Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 165 | class OpTileBase : public GraphNode |
| 166 | { |
| 167 | public: |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 168 | OpTileBase(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 169 | virtual ~OpTileBase(); |
| 170 | |
| 171 | virtual int checkTensorAttributes(); |
| 172 | |
Tai Ly | 8690a08 | 2023-12-18 20:40:24 +0000 | [diff] [blame] | 173 | using InEigenType = typename GetEigenType<Dtype>::type; |
| 174 | using InEigenShapeType = typename GetEigenType<TOSA_REF_TYPE_SHAPE>::type; |
| 175 | using OutEigenType = typename GetEigenType<Dtype>::type; |
| 176 | using TIn = Eigen::Tensor<InEigenType, Rank>; |
| 177 | using TInMultiples = Eigen::Tensor<InEigenShapeType, 1>; |
| 178 | using TOut = Eigen::Tensor<OutEigenType, Rank>; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 179 | |
| 180 | protected: |
| 181 | TosaTileAttribute* attribute; |
| 182 | TosaReference::TensorTemplate<TIn>* in; |
Tai Ly | 8690a08 | 2023-12-18 20:40:24 +0000 | [diff] [blame] | 183 | TosaReference::TensorTemplate<TInMultiples>* multiples; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 184 | TosaReference::TensorTemplate<TOut>* out; |
| 185 | }; |
| 186 | |
| 187 | // primary template for op tile |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 188 | template <int Rank, TOSA_REF_TYPE Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 189 | class OpTile : public OpTileBase<Rank, Dtype> |
| 190 | { |
| 191 | public: |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 192 | OpTile(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) |
| 193 | : OpTileBase<Rank, Dtype>(sgt_, attribute_, id_) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 194 | {} |
| 195 | |
| 196 | protected: |
| 197 | virtual int eval(); |
| 198 | }; |
| 199 | |
| 200 | // partial specialization for specific rank |
| 201 | #define DEF_OP_TILE_RANK(N) \ |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 202 | template <TOSA_REF_TYPE Dtype> \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 203 | class OpTile<N, Dtype> : public OpTileBase<N, Dtype> \ |
| 204 | { \ |
| 205 | public: \ |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 206 | OpTile(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) \ |
| 207 | : OpTileBase<N, Dtype>(sgt_, attribute_, id_) \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 208 | {} \ |
| 209 | \ |
| 210 | protected: \ |
| 211 | virtual int eval(); \ |
| 212 | }; |
| 213 | |
| 214 | DEF_OP_TILE_RANK(1) |
| 215 | DEF_OP_TILE_RANK(2) |
| 216 | DEF_OP_TILE_RANK(3) |
| 217 | DEF_OP_TILE_RANK(4) |
Luke Hutton | a4e48ca | 2023-02-22 11:53:48 +0000 | [diff] [blame] | 218 | DEF_OP_TILE_RANK(5) |
| 219 | DEF_OP_TILE_RANK(6) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 220 | |
| 221 | #undef DEF_OP_TILE_RANK |
| 222 | |
Tai Ly | a4d748b | 2023-03-28 22:06:56 +0000 | [diff] [blame] | 223 | template <int Rank, TOSA_REF_TYPE Dtype> |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 224 | class OpTranspose : public GraphNode |
| 225 | { |
| 226 | public: |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 227 | OpTranspose(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 228 | virtual ~OpTranspose(); |
| 229 | |
| 230 | virtual int checkTensorAttributes(); |
| 231 | virtual int eval(); |
| 232 | |
| 233 | using InEigenType = typename GetEigenType<Dtype>::type; |
| 234 | using OutEigenType = typename GetEigenType<Dtype>::type; |
| 235 | using TIn = Eigen::Tensor<InEigenType, Rank>; |
| 236 | using TOut = Eigen::Tensor<OutEigenType, Rank>; |
| 237 | |
| 238 | protected: |
| 239 | Eigen::array<int, Rank> perm_array; |
Kevin Cheng | fe392ce | 2021-10-18 21:51:55 +0000 | [diff] [blame] | 240 | TosaTransposeAttribute* attribute; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 241 | TosaReference::TensorTemplate<TIn>* in; |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 242 | TosaReference::TensorTemplate<TOut>* out; |
| 243 | }; |
| 244 | }; // namespace TosaReference |
| 245 | |
| 246 | #endif |