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Diffstat (limited to 'reference_model/src/ops/type_conversion.h')
-rw-r--r-- | reference_model/src/ops/type_conversion.h | 162 |
1 files changed, 162 insertions, 0 deletions
diff --git a/reference_model/src/ops/type_conversion.h b/reference_model/src/ops/type_conversion.h new file mode 100644 index 0000000..6ec4d6d --- /dev/null +++ b/reference_model/src/ops/type_conversion.h @@ -0,0 +1,162 @@ + +// 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_TYPE_CONVERSION_H +#define OPS_TYPE_CONVERSION_H + +#include "graph_node.h" + +using namespace tosa; + +namespace TosaReference +{ +template <int Rank, DType InDtype, DType OutDtype> +class OpRescale : public GraphNode +{ +public: + OpRescale(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_); + virtual ~OpRescale(); + + virtual int checkTensorAttributes() final; + virtual int eval() final; + + using InEigenType = typename GetEigenType<InDtype>::type; + using OutEigenType = typename GetEigenType<OutDtype>::type; + using TIn = Eigen::Tensor<InEigenType, Rank>; + using TOut = Eigen::Tensor<OutEigenType, Rank>; + + static constexpr int32_t QMin = GetQMin<OutDtype>::value; + static constexpr int32_t QMax = GetQMax<OutDtype>::value; + +protected: + TosaRescaleAttribute* attribute; + TosaReference::TensorTemplate<TIn>* in; + TosaReference::TensorTemplate<TOut>* out; +}; + +template <DType InDtype, DType OutDtype> +class CastHelper +{ +public: + using InEigenType = typename GetEigenType<InDtype>::type; + using OutEigenType = typename GetEigenType<OutDtype>::type; + using FcnType = std::function<OutEigenType(InEigenType)>; + static constexpr int32_t OutBits = GetNumBits<OutDtype>::value; + CastHelper(); + const FcnType& get_fcn() const + { + return fcn; + } + +private: + FcnType fcn; +}; + +template <DType InDtype> +class CastHelper<InDtype, DType_BOOL> +{ +public: + using InEigenType = typename GetEigenType<InDtype>::type; + using OutEigenType = typename GetEigenType<DType_BOOL>::type; + using FcnType = std::function<OutEigenType(InEigenType)>; + CastHelper(); + const FcnType& get_fcn() const + { + return fcn; + } + +private: + FcnType fcn; +}; + +template <DType OutDtype> +class CastHelper<DType_BOOL, OutDtype> +{ +public: + using InEigenType = typename GetEigenType<DType_BOOL>::type; + using OutEigenType = typename GetEigenType<OutDtype>::type; + using FcnType = std::function<OutEigenType(InEigenType)>; + static constexpr int32_t OutMin = GetQMin<OutDtype>::value; + static constexpr int32_t OutMax = GetQMax<OutDtype>::value; + CastHelper(); + const FcnType& get_fcn() const + { + return fcn; + } + +private: + FcnType fcn; +}; + +template <DType InDtype> +class CastHelper<InDtype, DType_FLOAT> +{ +public: + using InEigenType = typename GetEigenType<InDtype>::type; + using OutEigenType = typename GetEigenType<DType_FLOAT>::type; + using FcnType = std::function<OutEigenType(InEigenType)>; + CastHelper(); + const FcnType& get_fcn() const + { + return fcn; + } + +private: + FcnType fcn; +}; + +template <DType OutDtype> +class CastHelper<DType_FLOAT, OutDtype> +{ +public: + using InEigenType = typename GetEigenType<DType_FLOAT>::type; + using OutEigenType = typename GetEigenType<OutDtype>::type; + using FcnType = std::function<OutEigenType(InEigenType)>; + static constexpr int32_t OutMin = GetQMin<OutDtype>::value; + static constexpr int32_t OutMax = GetQMax<OutDtype>::value; + CastHelper(); + const FcnType& get_fcn() const + { + return fcn; + } + +private: + FcnType fcn; +}; + +template <int Rank, DType InDtype, DType OutDtype> +class OpCast : public GraphNode +{ +public: + OpCast(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_); + virtual ~OpCast(); + + virtual int checkTensorAttributes() final; + virtual int eval() final; + + using InEigenType = typename GetEigenType<InDtype>::type; + using OutEigenType = typename GetEigenType<OutDtype>::type; + using TIn = Eigen::Tensor<InEigenType, Rank>; + using TOut = Eigen::Tensor<OutEigenType, Rank>; + +protected: + CastHelper<InDtype, OutDtype> cast_helper; + TosaReference::TensorTemplate<TIn>* in; + TosaReference::TensorTemplate<TOut>* out; +}; + +}; // namespace TosaReference + +#endif |