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Diffstat (limited to 'reference_model/src/ops/op_factory.h')
-rw-r--r-- | reference_model/src/ops/op_factory.h | 294 |
1 files changed, 294 insertions, 0 deletions
diff --git a/reference_model/src/ops/op_factory.h b/reference_model/src/ops/op_factory.h new file mode 100644 index 0000000..cde6841 --- /dev/null +++ b/reference_model/src/ops/op_factory.h @@ -0,0 +1,294 @@ + +// Copyright (c) 2020, ARM Limited. +// +// 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. + +#ifndef OPS_OP_FACTORY_H +#define OPS_OP_FACTORY_H + +#include "attribute.h" +#include "graph_node.h" +#include "quant_info.h" +#include "template_types.h" +#include "tosa_serialization_handler.h" + +#define DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, RANK, DTYPE) \ + case RANK: \ + return new OP<RANK, DType_##DTYPE>(attribute, qinfo, id); + +#define DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, RANK, DTYPE1, DTYPE2) \ + case RANK: \ + return new OP<RANK, DType_##DTYPE1, DType_##DTYPE2>(attribute, qinfo, id); + +#define DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, RANK1, RANK2, DTYPE) \ + case RANK2: \ + return new OP<RANK1, RANK2, DType_##DTYPE>(attribute, qinfo, id); + +#define DEF_FACTORY_TWO_RANK_TWO_TYPE(OP, RANK1, RANK2, DTYPE1, DTYPE2) \ + case RANK2: \ + return new OP<RANK1, RANK2, DType_##DTYPE1, DType_##DTYPE2>(attribute, qinfo, id); + +#define DEF_FACTORY_ONE_RANK_0_6(OP) \ + switch (inputRank) \ + { \ + case 0: \ + return new OP<0>(attribute, qinfo, id); \ + case 1: \ + return new OP<1>(attribute, qinfo, id); \ + case 2: \ + return new OP<2>(attribute, qinfo, id); \ + case 3: \ + return new OP<3>(attribute, qinfo, id); \ + case 4: \ + return new OP<4>(attribute, qinfo, id); \ + case 5: \ + return new OP<5>(attribute, qinfo, id); \ + case 6: \ + return new OP<6>(attribute, qinfo, id); \ + } + +#define DEF_FACTORY_ONE_TYPE(OP, DTYPE) \ + if (inputDType == DType_##DTYPE) \ + { \ + return new OP<DType_##DTYPE>(attribute, qinfo, id); \ + } + +#define DEF_FACTORY_TWO_TYPE(OP, DTYPE1, DTYPE2) \ + if (inputDType == DType_##DTYPE1 && weightDType == DType_##DTYPE2) \ + { \ + return new OP<DType_##DTYPE1, DType_##DTYPE2>(attribute, qinfo, id); \ + } + +#define DEF_FACTORY_TWO_TYPE_RESIZE(OP, DTYPE1, DTYPE2) \ + if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ + { \ + return new OP<DType_##DTYPE1, DType_##DTYPE2>(attribute, qinfo, id); \ + } + +#define DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OP, DTYPE) \ + if (inputDType == DType_##DTYPE) \ + { \ + switch (inputRank) \ + { \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 0, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 1, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 2, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 3, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 4, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 5, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 6, DTYPE) \ + } \ + } + +#define DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OP, DTYPE) \ + if (inputDType == DType_##DTYPE) \ + { \ + switch (inputRank) \ + { \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 1, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 2, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 3, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 4, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 5, DTYPE) \ + DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 6, DTYPE) \ + } \ + } + +#define DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OP, DTYPE1, DTYPE2) \ + if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ + { \ + switch (inputRank) \ + { \ + DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 0, DTYPE1, DTYPE2) \ + DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 1, DTYPE1, DTYPE2) \ + DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 2, DTYPE1, DTYPE2) \ + DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 3, DTYPE1, DTYPE2) \ + DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 4, DTYPE1, DTYPE2) \ + DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 5, DTYPE1, DTYPE2) \ + DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 6, DTYPE1, DTYPE2) \ + } \ + } + +#define DEF_FACTORY_RESHAPE(OP, DTYPE) \ + if (inputDType == DType_##DTYPE && outputDType == DType_##DTYPE) \ + { \ + switch (inputRank) \ + { \ + case 0: \ + { \ + switch (outputRank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 0, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 1, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 2, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 3, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 4, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 5, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 6, DTYPE) \ + } \ + } \ + case 1: \ + { \ + switch (outputRank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 0, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 1, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 2, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 3, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 4, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 5, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 6, DTYPE) \ + } \ + } \ + case 2: \ + { \ + switch (outputRank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 0, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 1, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 2, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 3, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 4, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 5, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 6, DTYPE) \ + } \ + } \ + case 3: \ + { \ + switch (outputRank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 0, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 1, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 2, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 3, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 4, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 5, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 6, DTYPE) \ + } \ + } \ + case 4: \ + { \ + switch (outputRank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 0, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 1, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 2, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 3, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 4, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 5, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 6, DTYPE) \ + } \ + } \ + case 5: \ + { \ + switch (outputRank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 0, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 1, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 2, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 3, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 4, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 5, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 6, DTYPE) \ + } \ + } \ + case 6: \ + { \ + switch (outputRank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 0, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 1, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 2, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 3, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 4, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 5, DTYPE) \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 6, DTYPE) \ + } \ + } \ + } \ + } + +#define DEF_FACTORY_GATHER(OP, DTYPE) \ + if (inputDType == DType_##DTYPE && outputDType == DType_##DTYPE) \ + { \ + switch (inputRank) \ + { \ + case 1: \ + switch (index_rank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 1, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 2, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 3, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 4, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 5, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 6, DTYPE); \ + } \ + case 2: \ + switch (index_rank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 1, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 2, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 3, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 4, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 5, DTYPE); \ + } \ + case 3: \ + switch (index_rank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 1, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 2, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 3, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 4, DTYPE); \ + } \ + case 4: \ + switch (index_rank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 1, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 2, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 3, DTYPE); \ + } \ + case 5: \ + switch (index_rank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 1, DTYPE); \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 2, DTYPE); \ + } \ + case 6: \ + switch (index_rank) \ + { \ + DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 1, DTYPE); \ + } \ + } \ + } + +namespace TosaReference +{ + +class OpFactory +{ +public: + static GraphNode* newOp(tosa::TosaSerializationHandler* tsh, + tosa::Op opType, + tosa::TosaAttributeBase* attribute, + tosa::TosaQuantInfoBase* qinfo, + uint64_t id, + tosa::DType inputDType, + int inputRank, + tosa::DType outputDType, + int outputRank, + tosa::DType weightDType, + int weightRank); +}; +}; // namespace TosaReference + +#endif |