tensor-tang
7 years ago
commit
85c3bfc1f9
@ -0,0 +1,42 @@
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if (NOT WITH_ANAKIN)
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return()
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endif()
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set(ANAKIN_INSTALL_DIR "${THIRD_PARTY_PATH}/install/anakin" CACHE PATH
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"Anakin install path." FORCE)
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set(ANAKIN_INCLUDE "${ANAKIN_INSTALL_DIR}" CACHE STRING "root of Anakin header files")
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set(ANAKIN_LIBRARY "${ANAKIN_INSTALL_DIR}" CACHE STRING "path of Anakin library")
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set(ANAKIN_COMPILE_EXTRA_FLAGS -Wno-error=unused-variable -Wno-error=format-extra-args -Wno-error=comment -Wno-error=format -Wno-error=switch -Wno-error=return-type -Wno-error=non-virtual-dtor -Wno-reorder -Wno-error=cpp)
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set(ANAKIN_LIBRARY_URL "https://github.com/pangge/Anakin/releases/download/3.0/anakin_release_simple.tar.gz")
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# A helper function used in Anakin, currently, to use it, one need to recursively include
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# nearly all the header files.
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function(fetch_include_recursively root_dir)
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if (IS_DIRECTORY ${root_dir})
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include_directories(${root_dir})
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endif()
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file(GLOB ALL_SUB RELATIVE ${root_dir} ${root_dir}/*)
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foreach(sub ${ALL_SUB})
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if (IS_DIRECTORY ${root_dir}/${sub})
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fetch_include_recursively(${root_dir}/${sub})
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endif()
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endforeach()
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endfunction()
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# download library
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message(STATUS "Download Anakin library from ${ANAKIN_LIBRARY_URL}")
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execute_process(COMMAND bash -c "mkdir -p ${ANAKIN_INSTALL_DIR}")
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execute_process(COMMAND bash -c "rm -rf ${ANAKIN_INSTALL_DIR}/*")
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execute_process(COMMAND bash -c "cd ${ANAKIN_INSTALL_DIR}; wget -q ${ANAKIN_LIBRARY_URL}")
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execute_process(COMMAND bash -c "mkdir -p ${ANAKIN_INSTALL_DIR}")
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execute_process(COMMAND bash -c "cd ${ANAKIN_INSTALL_DIR}; tar xzf anakin_release_simple.tar.gz")
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if (WITH_ANAKIN)
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message(STATUS "Anakin for inference is enabled")
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message(STATUS "Anakin is set INCLUDE:${ANAKIN_INCLUDE} LIBRARY:${ANAKIN_LIBRARY}")
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fetch_include_recursively(${ANAKIN_INCLUDE})
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link_directories(${ANAKIN_LIBRARY})
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endif()
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File diff suppressed because it is too large
Load Diff
@ -0,0 +1,25 @@
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# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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if(APPLE)
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set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-error=pessimizing-move")
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endif(APPLE)
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cc_library(tape_variable SRCS variable.cc DEPS ${FLUID_CORE_MODULES})
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cc_library(tape SRCS tape.cc DEPS ${FLUID_CORE_MODULES} ${GLOB_OP_LIB} tape_variable)
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cc_test(test_tape
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SRCS test_tape.cc
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DEPS tape tape_variable)
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After Width: | Height: | Size: 94 KiB |
@ -0,0 +1,131 @@
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// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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//
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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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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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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 <string>
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#include "paddle/contrib/tape/tape.h"
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#include "paddle/contrib/tape/variable.h"
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#include "paddle/fluid/framework/type_defs.h"
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namespace paddle {
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namespace tape {
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class Function {};
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class Fill {
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public:
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Fill(const std::string &initializer, const framework::AttributeMap &attrs)
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: initializer_(initializer), attrs_(attrs) {}
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void operator()(VariableHandle var) {
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get_global_tape().AddOp(initializer_, {}, {{"Out", {var}}}, attrs_);
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}
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private:
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const std::string initializer_;
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const framework::AttributeMap attrs_;
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};
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class Mean {
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public:
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VariableHandle operator()(VariableHandle var) {
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VariableHandle out(new Variable("mean"));
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get_global_tape().AddOp("mean", {{"X", {var}}}, {{"Out", {out}}}, {});
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return out;
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}
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};
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class Linear {
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public:
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Linear(int in_dim, int out_dim, const std::string &act)
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: w_(new Variable("LinearWeight")),
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b_(new Variable("LinearBias")),
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act_(act) {
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Tape init_tape;
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std::string initializer = "fill_constant";
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framework::AttributeMap attrs;
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attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32;
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attrs["shape"] = std::vector<int>{in_dim, out_dim};
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attrs["value"] = 1.0f;
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init_tape.AddOp(initializer, {}, {{"Out", {w_}}}, attrs);
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attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32;
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attrs["shape"] = std::vector<int>{out_dim};
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attrs["value"] = 1.0f;
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init_tape.AddOp(initializer, {}, {{"Out", {b_}}}, attrs);
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init_tape.Forward();
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}
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VariableHandle operator()(VariableHandle input) {
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VariableHandle pre_bias(new Variable("linear"));
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get_global_tape().AddOp("mul",
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{{"X", {input}}, {"Y", {w_}}},
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{{"Out", {pre_bias}}},
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{{"x_num_col_dims", 1}, {"y_num_col_dims", 1}});
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VariableHandle pre_act(new Variable("linear"));
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get_global_tape().AddOp("elementwise_add",
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{{"X", {pre_bias}}, {"Y", {b_}}},
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{{"Out", {pre_act}}},
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{{"axis", 1}});
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VariableHandle post_act(new Variable("linear"));
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get_global_tape().AddOp(
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act_, {{"X", {pre_act}}}, {{"Out", {post_act}}}, {});
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return post_act;
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}
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std::vector<VariableHandle> Params() { return {w_, b_}; }
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private:
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VariableHandle w_;
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VariableHandle b_;
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std::string act_;
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};
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class SGD {
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public:
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SGD(float learning_rate) : learning_rate_(new Variable("sgd")) {
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Tape init_tape;
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std::string initializer = "fill_constant";
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framework::AttributeMap attrs;
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attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32;
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attrs["shape"] = std::vector<int>{1};
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attrs["value"] = learning_rate;
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init_tape.AddOp(initializer, {}, {{"Out", {learning_rate_}}}, attrs);
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init_tape.Forward();
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}
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void operator()(VariableHandle input) {
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PADDLE_ENFORCE(get_global_tape().HasBeenBackwarded(),
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"optimization must happen after the backward");
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Tape temp_tape;
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temp_tape.AddOp("sgd",
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{{"Param", {input}},
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{"LearningRate", {learning_rate_}},
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{"Grad", {input->Grad()}}},
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{{"ParamOut", {input}}},
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{});
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temp_tape.Forward();
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}
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private:
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VariableHandle learning_rate_;
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};
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}
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}
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File diff suppressed because it is too large
Load Diff
@ -0,0 +1,64 @@
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// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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//
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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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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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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 <memory>
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#include <string>
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#include <vector>
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#include "paddle/contrib/tape/variable.h"
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namespace paddle {
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namespace tape {
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using VariableHandleMap = std::map<std::string, std::vector<VariableHandle>>;
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struct OpHandle {
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OpHandle(const std::string &type,
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const VariableHandleMap &in_vars,
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const VariableHandleMap &out_vars,
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const framework::AttributeMap &attrs)
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: type_(type), inputs_(in_vars), outputs_(out_vars), attrs_(attrs) {}
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std::string type_;
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VariableHandleMap inputs_;
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VariableHandleMap outputs_;
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framework::AttributeMap attrs_;
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};
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class Tape {
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public:
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void AddOp(const std::string &type,
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const VariableHandleMap &in_vars,
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VariableHandleMap out_vars,
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const framework::AttributeMap &attrs);
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void Forward();
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void Backward(VariableHandle target);
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bool HasBeenBackwarded() { return has_been_backwarded_; }
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private:
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bool has_been_backwarded_ = false;
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size_t current_position_ = 0;
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std::vector<OpHandle> tape_;
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std::shared_ptr<Tape> backward_tape_;
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};
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Tape &get_global_tape();
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void reset_global_tape();
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}
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}
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