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Diffstat (limited to 'reference_model/src/ops/activation_funcs.h')
-rw-r--r-- | reference_model/src/ops/activation_funcs.h | 101 |
1 files changed, 101 insertions, 0 deletions
diff --git a/reference_model/src/ops/activation_funcs.h b/reference_model/src/ops/activation_funcs.h new file mode 100644 index 0000000..b051b9d --- /dev/null +++ b/reference_model/src/ops/activation_funcs.h @@ -0,0 +1,101 @@ + +// 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_ACTIVATION_FUNCS_H +#define OPS_ACTIVATION_FUNCS_H + +#include "ewise_unary.h" +#include "graph_node.h" + +using namespace tosa; + +namespace TosaReference +{ + +template <int Rank, DType Dtype> +class OpClamp : public UnaryNode<Rank, Dtype> +{ +public: + OpClamp(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_) + : UnaryNode<Rank, Dtype>(Op_CLAMP, id_) + { + INIT_ATTRIBUTE(Clamp); + register_fcn(); + } + static constexpr int32_t QMin = GetQMin<Dtype>::value; + static constexpr int32_t QMax = GetQMax<Dtype>::value; + using InEigenType = typename GetEigenType<Dtype>::type; + using OutEigenType = typename GetEigenType<Dtype>::type; + virtual int register_fcn(); + +protected: + TosaClampAttribute* attribute; +}; + +template <int Rank, DType Dtype> +class OpReluN : public UnaryNode<Rank, Dtype> +{ +public: + OpReluN(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_) + : UnaryNode<Rank, Dtype>(Op_RELUN, id_) + { + INIT_ATTRIBUTE(ReluN); + register_fcn(); + } + static constexpr int32_t QMin = GetQMin<Dtype>::value; + static constexpr int32_t QMax = GetQMax<Dtype>::value; + using InEigenType = typename GetEigenType<Dtype>::type; + using OutEigenType = typename GetEigenType<Dtype>::type; + virtual int register_fcn(); + +protected: + TosaReluNAttribute* attribute; +}; + +template <int Rank, DType Dtype> +class OpSigmoid : public UnaryNode<Rank, Dtype> +{ +public: + OpSigmoid(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_) + : UnaryNode<Rank, Dtype>(Op_SIGMOID, id_) + { + register_fcn(); + } + static constexpr int32_t QMin = GetQMin<Dtype>::value; + static constexpr int32_t QMax = GetQMax<Dtype>::value; + using InEigenType = typename GetEigenType<Dtype>::type; + using OutEigenType = typename GetEigenType<Dtype>::type; + virtual int register_fcn(); +}; + +template <int Rank, DType Dtype> +class OpTanh : public UnaryNode<Rank, Dtype> +{ +public: + OpTanh(TosaAttributeBase* attribute_, TosaQuantInfoBase* qinfo_, uint64_t id_) + : UnaryNode<Rank, Dtype>(Op_TANH, id_) + { + register_fcn(); + } + static constexpr int32_t QMin = GetQMin<Dtype>::value; + static constexpr int32_t QMax = GetQMax<Dtype>::value; + using InEigenType = typename GetEigenType<Dtype>::type; + using OutEigenType = typename GetEigenType<Dtype>::type; + virtual int register_fcn(); +}; + +}; // namespace TosaReference + +#endif |