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97 lines
2.2 KiB
97 lines
2.2 KiB
/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License. */
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#pragma once
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#include <map>
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#include <vector>
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#include "paddle/math/Matrix.h"
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#include "paddle/utils/ClassRegistrar.h"
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namespace paddle {
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enum DeviceType {
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DEVICE_TYPE_UNSPECIFIED = 0,
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DEVICE_TYPE_CPU = 1,
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DEVICE_TYPE_GPU = 2,
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};
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template <DeviceType Device>
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struct MatrixT;
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template <>
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struct MatrixT<DEVICE_TYPE_CPU> {
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using type = CpuMatrix;
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};
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template <>
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struct MatrixT<DEVICE_TYPE_GPU> {
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using type = GpuMatrix;
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};
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typedef std::vector<size_t> Dims;
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class Tensor {
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public:
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Tensor(real* data, const Dims& dim) : buf_(data), dims_(dim) {}
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real* getData() const { return buf_; }
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real* buf_;
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Dims dims_;
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};
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typedef std::vector<Tensor> Arguments;
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class FuncConfig {
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public:
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union value {
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size_t s;
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real r;
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};
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template <typename T>
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T get(const std::string& key) const;
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template <typename T>
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FuncConfig& set(const std::string& key, T v);
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protected:
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std::map<std::string, value> valueMap_;
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};
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class FunctionBase {
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public:
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virtual ~FunctionBase() {}
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virtual void init(const FuncConfig& config) {}
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virtual void calc(const Arguments& inputs,
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const Arguments& outputs,
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const Arguments& inouts) {}
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static ClassRegistrar<FunctionBase> funcRegistrar_;
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};
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#define FUNC_NAME(typeName, deviceName) #typeName "-" #deviceName
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#define REGISTER_TYPED_FUNC(typeName, deviceName, className) \
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static InitFunction __reg_type_##typeName##deviceName([]() { \
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FunctionBase::funcRegistrar_ \
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.registerClass<className<DEVICE_TYPE_##deviceName>>( \
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FUNC_NAME(typeName, deviceName)); \
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})
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} // namespace paddle
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