fblualib在ubuntu 16.04上的安装

最近需要复现一下CRNN的结果,因为自己实现的版本点数不够高,所以需要跑一下人家的代码。一共有两个依赖,一个是TORCH,这个好装,另一个是fblualib,这个项目已经停止维护了,真的是跳了无数个坑,这里做一个记录。最后也只能跑inference不能train BTW. 但是对于其他跳坑的人可能也是有帮助的.


概览

首先是需要安装的包
fblualib,folly,mstch,zstd,wangle,thpp,fbthrift
其次:
system:ubuntu 16.04,相比来说14.04应该更好装
python:2.7,之前试了python3,但是在import frontend的时候遇到了一些问题,没有解决好,就放弃了,其实是有希望的。

torch

commit 0219027e6c4644a0ba5c5bf137c989a0a8c9e01b

cudnn.torch

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git clone https://github.com/soumith/cudnn.torch

googletest

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wget https://github.com/google/googletest/archive/release-1.8.0.tar.gz && \
tar zxf release-1.8.0.tar.gz && \
rm -f release-1.8.0.tar.gz && \
cd googletest-release-1.8.0 && \
cmake configure . && \
make && \
make install

folly

commit ID:5817bad
依赖:

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sudo apt-get install \
g++ \
cmake \
libboost-all-dev \
libevent-dev \
libdouble-conversion-dev \
libgoogle-glog-dev \
libgflags-dev \
libiberty-dev \
liblz4-dev \
liblzma-dev \
libsnappy-dev \
make \
zlib1g-dev \
binutils-dev \
libjemalloc-dev \
libssl-dev \
pkg-config
libunwind8-dev \
libelf-dev \
libdwarf-dev

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git clone https://github.com/facebook/folly/
cd folly/folly
autoreconf -ivf
./configure &&
make &&
sudo make install &&
sudo ldconfig &&

mstch

commit ID:0fde1cf

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git clone https://github.com/no1msd/mstch
cd mstch
mkdir build
cd build
cmake ..
make -j 4
sudo make install

zstd

commit ID:87125c2 dev branch

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git clone https://github.com/facebook/zstd
cd zstd
sudo make install

googletest

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git clone https://github.com/google/googletest
cmake make install

wangle

commit ID:`31fbaba

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git clone https://github.com/facebook/wangle
cmake .
make
ctest
sudo make install

fbthrift

commit ID:94a399a
更改的部分

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diff --git a/CMakeLists.txt b/CMakeLists.txt
index 51271e3..7a15eae 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -8,6 +8,9 @@ set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib)
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib)
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin)

+set(CMAKE_CXX_FLAGS "-fPIC")
+set(CMAKE_C_FLAGS "-fPIC")
+
set(TEMPLATES_INSTALL_DIR include/thrift/templates CACHE STRING
"The subdirectory where compiler template files should be installed")
set(BIN_INSTALL_DIR bin CACHE STRING
主要为了解决python包 thrift-compiler无法生成的问题

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cd build
cmake ..
make -j 32

thpp

commit ID:0a4c745

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git clone https://github.com/facebook/thpp
cd thpp/thpp
./build.sh

更改的部分

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diff --git a/thpp/CMakeLists.txt b/thpp/CMakeLists.txt
index 4ae3683..603702b 100644
--- a/thpp/CMakeLists.txt
+++ b/thpp/CMakeLists.txt
@@ -42,7 +42,7 @@ ELSE()
ADD_DEFINITIONS(-DNO_THRIFT)
ENDIF()

-SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=gnu++11")
+SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=gnu++14")

SET(src
Storage.cpp
------------------------------------------------------
diff --git a/thpp/build.sh b/thpp/build.sh
index 79af5d9..7c807e7 100755
--- a/thpp/build.sh
+++ b/thpp/build.sh
@@ -52,4 +52,4 @@ make
ctest

# Install
-make install
+sudo make install
------------------------------------------------------
diff --git a/thpp/detail/TensorGeneric.h b/thpp/detail/TensorGeneric.h
index a8837f6..6b67c72 100644
--- a/thpp/detail/TensorGeneric.h
+++ b/thpp/detail/TensorGeneric.h
@@ -188,17 +188,17 @@ template <> struct TensorOps<Tensor<real>> {
}
static void _max(THTensor* values, THLongTensor* indices,
THTensor* t, int dim) {
- return THTensor_(max)(values, indices, t, dim);
+ return THTensor_(max)(values, indices, t, dim, 1);
}
static void _min(THTensor* values, THLongTensor* indices,
THTensor* t, int dim) {
- return THTensor_(min)(values, indices, t, dim);
+ return THTensor_(min)(values, indices, t, dim, 1);
}
static void _sum(THTensor* r, THTensor* t, int dim) {
- return THTensor_(sum)(r, t, dim);
+ return THTensor_(sum)(r, t, dim, 1);
}
static void _prod(THTensor* r, THTensor* t, int dim) {
- return THTensor_(prod)(r, t, dim);
+ return THTensor_(prod)(r, t, dim, 1);
}
static void _cumsum(THTensor* r, THTensor* t, int dim) {
return THTensor_(cumsum)(r, t, dim);

fblualib

commit ID:4812779
更改的部分,这个改的太多了

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modified:   fblualib/build.sh
modified: fblualib/ffivector/CMakeLists.txt
modified: fblualib/ffivector/FFIVector.cpp
modified: fblualib/mattorch/CMakeLists.txt
modified: fblualib/python/CMakeLists.txt
modified: fblualib/thrift/ChunkedCompression.h
modified: fblualib/thrift/Encoding.h
modified: fblualib/thrift/LuaObject.h
modified: fblualib/thrift/LuaSerialization.cpp
modified: fblualib/torch/CMakeLists.txt
modified: fblualib/util/Reactor.cpp

CRNN

ptr的问题

各种报错的解决办法

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Could not find a package configuration file provided by "Torch" with any of
the following names:

TorchConfig.cmake
torch-config.cmake

export CMAKE_PREFIX_PATH=/path/to/torch