yi.wu
7 years ago
commit
1457be3e7b
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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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import argparse
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__all__ = ['parse_args', ]
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BENCHMARK_MODELS = [
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"machine_translation", "resnet", "vgg", "mnist", "stacked_dynamic_lstm"
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]
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def parse_args():
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parser = argparse.ArgumentParser('Fluid model benchmarks.')
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parser.add_argument(
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'--model',
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type=str,
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choices=BENCHMARK_MODELS,
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default='resnet',
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help='The model to run benchmark with.')
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parser.add_argument(
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'--batch_size', type=int, default=32, help='The minibatch size.')
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# args related to learning rate
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parser.add_argument(
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'--learning_rate', type=float, default=0.001, help='The learning rate.')
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# TODO(wuyi): add "--use_fake_data" option back.
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parser.add_argument(
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'--skip_batch_num',
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type=int,
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default=5,
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help='The first num of minibatch num to skip, for better performance test'
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)
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parser.add_argument(
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'--iterations', type=int, default=80, help='The number of minibatches.')
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parser.add_argument(
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'--pass_num', type=int, default=100, help='The number of passes.')
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parser.add_argument(
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'--data_format',
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type=str,
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default='NCHW',
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choices=['NCHW', 'NHWC'],
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help='The data data_format, now only support NCHW.')
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parser.add_argument(
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'--device',
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type=str,
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default='GPU',
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choices=['CPU', 'GPU'],
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help='The device type.')
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parser.add_argument(
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'--gpus',
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type=int,
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default=1,
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help='If gpus > 1, will use ParallelExecutor to run, else use Executor.')
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# this option is available only for vgg and resnet.
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parser.add_argument(
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'--cpus',
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type=int,
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default=1,
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help='If cpus > 1, will use ParallelDo to run, else use Executor.')
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parser.add_argument(
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'--data_set',
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type=str,
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default='flowers',
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choices=['cifar10', 'flowers'],
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help='Optional dataset for benchmark.')
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parser.add_argument(
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'--infer_only', action='store_true', help='If set, run forward only.')
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parser.add_argument(
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'--use_cprof', action='store_true', help='If set, use cProfile.')
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parser.add_argument(
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'--use_nvprof',
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action='store_true',
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help='If set, use nvprof for CUDA.')
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parser.add_argument(
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'--no_test',
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action='store_true',
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help='If set, do not test the testset during training.')
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parser.add_argument(
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'--memory_optimize',
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action='store_true',
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help='If set, optimize runtime memory before start.')
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parser.add_argument(
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'--use_fake_data',
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action='store_true',
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help='If set ommit the actual read data operators.')
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parser.add_argument(
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'--profile', action='store_true', help='If set, profile a few steps.')
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parser.add_argument(
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'--update_method',
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type=str,
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default='local',
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choices=['local', 'pserver', 'nccl2'],
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help='Choose parameter update method, can be local, pserver, nccl2.')
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parser.add_argument(
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'--no_split_var',
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action='store_true',
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default=False,
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help='Whether split variables into blocks when update_method is pserver')
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parser.add_argument(
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'--async_mode',
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action='store_true',
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default=False,
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help='Whether start pserver in async mode to support ASGD')
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parser.add_argument(
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'--use_reader_op',
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action='store_true',
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help='Whether to use reader op, and must specify the data path if set this to true.'
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)
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parser.add_argument(
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'--data_path',
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type=str,
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default="",
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help='Directory that contains all the training recordio files.')
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args = parser.parse_args()
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return args
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@ -0,0 +1,58 @@
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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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INCLUDE(ExternalProject)
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SET(BRPC_SOURCES_DIR ${THIRD_PARTY_PATH}/brpc)
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SET(BRPC_INSTALL_DIR ${THIRD_PARTY_PATH}/install/brpc)
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SET(BRPC_INCLUDE_DIR "${BRPC_INSTALL_DIR}/include" CACHE PATH "brpc include directory." FORCE)
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SET(BRPC_LIBRARIES "${BRPC_INSTALL_DIR}/lib/libbrpc.a" CACHE FILEPATH "brpc library." FORCE)
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INCLUDE_DIRECTORIES(${BRPC_INCLUDE_DIR})
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# Reference https://stackoverflow.com/questions/45414507/pass-a-list-of-prefix-paths-to-externalproject-add-in-cmake-args
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set(prefix_path "${THIRD_PARTY_PATH}/install/gflags|${THIRD_PARTY_PATH}/install/leveldb|${THIRD_PARTY_PATH}/install/snappy|${THIRD_PARTY_PATH}/install/gtest|${THIRD_PARTY_PATH}/install/protobuf")
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# If minimal .a is need, you can set WITH_DEBUG_SYMBOLS=OFF
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ExternalProject_Add(
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extern_brpc
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${EXTERNAL_PROJECT_LOG_ARGS}
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GIT_REPOSITORY "https://github.com/brpc/brpc"
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GIT_TAG "6d153dd7ff00f960ae6895c9c5fff0ce9f07aff2"
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PREFIX ${BRPC_SOURCES_DIR}
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UPDATE_COMMAND ""
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CMAKE_ARGS -DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER}
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-DCMAKE_C_COMPILER=${CMAKE_C_COMPILER}
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-DCMAKE_CXX_FLAGS=${CMAKE_CXX_FLAGS}
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-DCMAKE_C_FLAGS=${CMAKE_C_FLAGS}
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-DCMAKE_INSTALL_PREFIX=${BRPC_INSTALL_DIR}
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-DCMAKE_INSTALL_LIBDIR=${BRPC_INSTALL_DIR}/lib
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-DCMAKE_POSITION_INDEPENDENT_CODE=ON
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-DCMAKE_BUILD_TYPE=${THIRD_PARTY_BUILD_TYPE}
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-DCMAKE_PREFIX_PATH=${prefix_path}
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-DBRPC_WITH_GLOG=ON
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${EXTERNAL_OPTIONAL_ARGS}
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LIST_SEPARATOR |
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CMAKE_CACHE_ARGS -DCMAKE_INSTALL_PREFIX:PATH=${BRPC_INSTALL_DIR}
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-DCMAKE_INSTALL_LIBDIR:PATH=${BRPC_INSTALL_DIR}/lib
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-DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
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-DCMAKE_BUILD_TYPE:STRING=${THIRD_PARTY_BUILD_TYPE}
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)
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ADD_DEPENDENCIES(extern_brpc protobuf leveldb gflags glog gtest snappy)
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ADD_LIBRARY(brpc STATIC IMPORTED GLOBAL)
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SET_PROPERTY(TARGET brpc PROPERTY IMPORTED_LOCATION ${BRPC_LIBRARIES})
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ADD_DEPENDENCIES(brpc extern_brpc)
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LIST(APPEND external_project_dependencies brpc)
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@ -0,0 +1,44 @@
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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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INCLUDE(ExternalProject)
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SET(LEVELDB_SOURCES_DIR ${THIRD_PARTY_PATH}/leveldb)
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SET(LEVELDB_INSTALL_DIR ${THIRD_PARTY_PATH}/install/leveldb)
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SET(LEVELDB_INCLUDE_DIR "${LEVELDB_INSTALL_DIR}/include" CACHE PATH "leveldb include directory." FORCE)
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SET(LEVELDB_LIBRARIES "${LEVELDB_INSTALL_DIR}/lib/libleveldb.a" CACHE FILEPATH "leveldb library." FORCE)
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INCLUDE_DIRECTORIES(${LEVELDB_INCLUDE_DIR})
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ExternalProject_Add(
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extern_leveldb
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${EXTERNAL_PROJECT_LOG_ARGS}
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PREFIX ${LEVELDB_SOURCES_DIR}
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URL "https://github.com/google/leveldb/archive/v1.18.tar.gz"
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URL_MD5 "73770de34a2a5ab34498d2e05b2b7fa0"
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CONFIGURE_COMMAND ""
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BUILD_COMMAND CXXFLAGS=-fPIC make -j ${NUM_OF_PROCESSOR} libleveldb.a
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INSTALL_COMMAND mkdir -p ${LEVELDB_INSTALL_DIR}/lib/
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&& cp ${LEVELDB_SOURCES_DIR}/src/extern_leveldb/libleveldb.a ${LEVELDB_LIBRARIES}
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&& cp -r ${LEVELDB_SOURCES_DIR}/src/extern_leveldb/include ${LEVELDB_INSTALL_DIR}/
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BUILD_IN_SOURCE 1
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)
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ADD_DEPENDENCIES(extern_leveldb snappy)
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ADD_LIBRARY(leveldb STATIC IMPORTED GLOBAL)
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SET_PROPERTY(TARGET leveldb PROPERTY IMPORTED_LOCATION ${LEVELDB_LIBRARIES})
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ADD_DEPENDENCIES(leveldb extern_leveldb)
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LIST(APPEND external_project_dependencies leveldb)
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File diff suppressed because one or more lines are too long
@ -0,0 +1,87 @@
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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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#include "paddle/fluid/framework/details/ssa_graph.h"
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#include <string>
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#include "paddle/fluid/framework/details/ssa_graph_checker.h"
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namespace paddle {
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namespace framework {
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namespace details {
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bool SSAGraghBuilderWithChecker::IsValidGraph(const SSAGraph *graph) const {
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std::unordered_map<OpHandleBase *, size_t> pending_ops;
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std::unordered_set<VarHandleBase *> pending_vars;
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std::unordered_set<VarHandleBase *> ready_vars;
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std::unordered_set<OpHandleBase *> ready_ops;
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auto insert_pending_var = [&](VarHandleBase *var) {
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pending_vars.insert(var);
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if (var->generated_op_ == nullptr) {
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ready_vars.emplace(var);
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}
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};
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for (auto &var_map : graph->vars_) {
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for (auto &name_pair : var_map) {
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for (auto &version_pair : name_pair.second) {
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insert_pending_var(version_pair.get());
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}
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}
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}
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for (auto &var : graph->dep_vars_) {
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insert_pending_var(var.get());
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}
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for (auto &op : graph->ops_) {
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if (op->Inputs().empty()) {
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ready_ops.insert(op.get());
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} else {
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pending_ops.insert({op.get(), op.get()->NoDupInputSize()});
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}
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}
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auto run_all_ops = [&](std::unordered_set<OpHandleBase *> &set) {
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for (auto *op : set) {
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for (auto out : op->Outputs()) {
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ready_vars.emplace(out);
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}
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}
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set.clear();
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};
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while (!pending_vars.empty()) {
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run_all_ops(ready_ops);
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if (ready_vars.empty()) {
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return false;
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}
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for (auto ready_var : ready_vars) {
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pending_vars.erase(ready_var);
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for (auto *op : ready_var->pending_ops_) {
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auto &deps = --pending_ops[op];
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if (deps == 0) {
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ready_ops.insert(op);
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}
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}
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}
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ready_vars.clear();
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}
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return true;
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}
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} // namespace details
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} // namespace framework
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} // namespace paddle
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