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author | Won Jeon <won.jeon@arm.com> | 2023-08-10 10:33:01 +0000 |
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committer | Won Jeon <won.jeon@arm.com> | 2023-08-18 15:21:15 -0700 |
commit | a21b2e88d19d8cb11a9120d40bacbb594d600565 (patch) | |
tree | 3bc8a40db72a31c1e552a3bd6339627a1175686e /reference_model/src/ops/data_layout.cc | |
parent | e0247481eb1f83f6eb7161d3f7ac2690b180952a (diff) | |
download | reference_model-a21b2e88d19d8cb11a9120d40bacbb594d600565.tar.gz |
Add DIM operator to reference model
Signed-off-by: Won Jeon <won.jeon@arm.com>
Change-Id: Iea11ee5d3d98773e9c5e9b827593c05afb41ce3b
Diffstat (limited to 'reference_model/src/ops/data_layout.cc')
-rw-r--r-- | reference_model/src/ops/data_layout.cc | 62 |
1 files changed, 62 insertions, 0 deletions
diff --git a/reference_model/src/ops/data_layout.cc b/reference_model/src/ops/data_layout.cc index bc97c89..2d1fdb0 100644 --- a/reference_model/src/ops/data_layout.cc +++ b/reference_model/src/ops/data_layout.cc @@ -209,6 +209,60 @@ int OpPad<Rank, Dtype>::eval() return GraphNode::eval(); } +template <int Rank, TOSA_REF_TYPE Dtype> +OpDim<Rank, Dtype>::OpDim(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) + : GraphNode(sgt_, Op_DIM, id_) +{ + setRequiredOperands(1, 1); + + INIT_ATTRIBUTE(Axis); +} + +template <int Rank, TOSA_REF_TYPE Dtype> +OpDim<Rank, Dtype>::~OpDim() +{ + if (attribute) + delete attribute; +} + +template <int Rank, TOSA_REF_TYPE Dtype> +int OpDim<Rank, Dtype>::checkTensorAttributes() +{ + // Check Tosa Level + auto tosa_level = g_func_config.tosa_level; + LEVEL_CHECK(Rank <= tosa_level.MAX_RANK, "Rank should be smaller than or equal to MAX_RANK"); + + if (validateRequiredOperands()) + return 1; + + if (validateRequiredRank(inputs[0])) + return 1; + + if (attribute->axis() < 0 || (size_t)attribute->axis() >= Rank) + { + printNodeValidationError("OpDim: axis must between [0, input_rank - 1]"); + return 1; + } + + in = dynamic_cast<TosaReference::TensorTemplate<TIn>*>(inputs[0]); + out = dynamic_cast<TosaReference::TensorTemplate<TOut>*>(outputs[0]); + + ASSERT_MEM(in && out); + + return 0; +} + +template <int Rank, TOSA_REF_TYPE Dtype> +int OpDim<Rank, Dtype>::eval() +{ + int32_t axis = attribute->axis(); + int64_t out_val = in->getShape()[axis]; + + this->out->getTensor().setConstant(out_val); + + return GraphNode::eval(); +} + template <int InRank, int OutRank, TOSA_REF_TYPE Dtype> OpReshape<InRank, OutRank, Dtype>::OpReshape(SubgraphTraverser* sgt_, TosaAttributeBase* attribute_, uint64_t id_) : GraphNode(sgt_, Op_RESHAPE, id_) @@ -780,6 +834,14 @@ DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT32); DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, BOOL); DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, FP64); +DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpDim, FP16); +DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpDim, BF16); +DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpDim, FP32); +DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpDim, INT8); +DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpDim, INT16); +DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpDim, INT32); +DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpDim, BOOL); + DEF_INSTANTIATE_RESHAPE(OpReshape, FP16); DEF_INSTANTIATE_RESHAPE(OpReshape, BF16); DEF_INSTANTIATE_RESHAPE(OpReshape, FP32); |