/* * Copyright (c) 2021 Arm Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifndef ARM_COMPUTE_EXPERIMENTAL_POSTOP #define ARM_COMPUTE_EXPERIMENTAL_POSTOP #include "arm_compute/core/experimental/IPostOp.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/experimental/Types.h" #include "support/Cast.h" #include /** (EXPERIMENTAL_POST_OPS) */ namespace arm_compute { namespace experimental { template struct PostOpAct : public IPostOp { public: PostOpAct(const ActivationLayerInfo &act_info) : _act_info{ act_info } { } // NOTE: PostOps do not own any resources pointed to by TensorRelatedT if it's a pointer type, thus allow shallow copy ~PostOpAct() override = default; PostOpAct(const PostOpAct &) = default; PostOpAct &operator=(const PostOpAct &) = default; PostOpAct(PostOpAct &&) = default; PostOpAct &operator=(PostOpAct &&) = default; int prev_dst_pos() const override { return 0; } PostOpType type() const override { return PostOpType::Activation; } std::vector arguments() override { return {}; } std::vector arguments() const override { return {}; } std::unique_ptr> clone() const override { return std::make_unique>(*this); } ActivationLayerInfo _act_info; }; template struct PostOpEltwiseAdd : public IPostOp { public: PostOpEltwiseAdd(TensorRelatedT addend, int prev_dst_pos, ConvertPolicy policy) : _addend{ addend }, _prev_dst_pos{ prev_dst_pos }, _policy{ policy } { } // NOTE: PostOps do not own any resources pointed to by TensorRelatedT if it's a pointer type, thus allow shallow copy ~PostOpEltwiseAdd() override = default; PostOpEltwiseAdd(const PostOpEltwiseAdd &) = default; PostOpEltwiseAdd &operator=(const PostOpEltwiseAdd &) = default; PostOpEltwiseAdd(PostOpEltwiseAdd &&) = default; PostOpEltwiseAdd &operator=(PostOpEltwiseAdd &&) = default; int prev_dst_pos() const override { return _prev_dst_pos; } PostOpType type() const override { return PostOpType::Eltwise_Add; } std::vector arguments() override { return { &_addend }; } std::vector arguments() const override { return { &_addend }; } std::unique_ptr> clone() const override { return std::make_unique>(*this); } TensorRelatedT _addend; int _prev_dst_pos; ConvertPolicy _policy; }; template struct PostOpEltwisePRelu : public IPostOp { public: PostOpEltwisePRelu(TensorRelatedT alpha_param, int prev_dst_pos, ConvertPolicy policy) : _alpha_param{ alpha_param }, _prev_dst_pos{ prev_dst_pos }, _policy{ policy } { } // NOTE: PostOps do not own any resources pointed to by TensorRelatedT if it's a pointer type, thus allow shallow copy ~PostOpEltwisePRelu() override = default; PostOpEltwisePRelu(const PostOpEltwisePRelu &) = default; PostOpEltwisePRelu &operator=(const PostOpEltwisePRelu &) = default; PostOpEltwisePRelu(PostOpEltwisePRelu &&) = default; PostOpEltwisePRelu &operator=(PostOpEltwisePRelu &&) = default; int prev_dst_pos() const override { return _prev_dst_pos; } PostOpType type() const override { return PostOpType::Eltwise_PRelu; } std::vector arguments() override { return { &_alpha_param }; } std::vector arguments() const override { return { &_alpha_param }; } std::unique_ptr> clone() const override { return std::make_unique>(*this); } TensorRelatedT _alpha_param; int _prev_dst_pos; ConvertPolicy _policy; }; /** Transform a PostOpList of type FromTensorT to one of type ToTensorT */ template PostOpList transform_post_op_list_arguments(const PostOpList &post_ops, std::function transform_arg) { PostOpList transformed_post_ops; int op_idx = 0; for(const auto &post_op : post_ops.get_list()) { switch(post_op->type()) { case PostOpType::Activation: { const auto _post_op = utils::cast::polymorphic_downcast *>(post_op.get()); transformed_post_ops.template push_back_op>(_post_op->_act_info); break; } case PostOpType::Eltwise_Add: { const auto _post_op = utils::cast::polymorphic_downcast *>(post_op.get()); transformed_post_ops.template push_back_op>(transform_arg(_post_op->_addend), _post_op->_prev_dst_pos, _post_op->_policy); break; } case PostOpType::Eltwise_PRelu: { const auto _post_op = utils::cast::polymorphic_downcast *>(post_op.get()); transformed_post_ops.template push_back_op>(transform_arg(_post_op->_alpha_param), _post_op->_prev_dst_pos, _post_op->_policy); break; } default: { ARM_COMPUTE_ERROR("Unsupported PostOpType"); } } ++op_idx; } return transformed_post_ops; } /** Get post op argument TensorType from post op argument index in a flattened, ordered post op argument list */ inline TensorType get_post_op_arg_type(size_t index) { ARM_COMPUTE_ERROR_ON_MSG(static_cast(index) > EXPERIMENTAL_ACL_POST_OP_ARG_LAST - EXPERIMENTAL_ACL_POST_OP_ARG_FIRST, "Post Op argument index is out of range"); return static_cast(EXPERIMENTAL_ACL_POST_OP_ARG_FIRST + static_cast(index)); } template PostOpTypeSequence get_post_op_sequence(const PostOpList &post_ops) { PostOpTypeSequence post_op_sequence; for(const auto &op : post_ops.get_list()) { post_op_sequence.push_back(op->type()); } return post_op_sequence; } } // namespace experimental } // namespace arm_compute #endif //ARM_COMPUTE_EXPERIMENTAL_POSTOP