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14
Makefile
14
Makefile
@ -2,23 +2,23 @@ export CC = gcc
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export CXX = g++
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export MPICXX = mpicxx
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export LDFLAGS=
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export CFLAGS = -Wall -O3 -msse2 -Wno-unknown-pragmas -fPIC -I../src
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export CFLAGS = -Wall -O3 -msse2 -Wno-unknown-pragmas -fPIC -Iinclude
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BPATH=lib
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# objectives that makes up rabit library
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MPIOBJ= $(BPATH)/engine_mpi.o
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OBJ= $(BPATH)/allreduce_base.o $(BPATH)/allreduce_robust.o $(BPATH)/engine.o $(BPATH)/engine_empty.o
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ALIB= lib/librabit.a lib/librabit_mpi.a lib/librabit_empty.a
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HEADERS=src/*.h include/*.h include/rabit/*.h
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.PHONY: clean all
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all: $(ALIB)
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$(BPATH)/allreduce_base.o: src/allreduce_base.cc src/*.h
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$(BPATH)/engine.o: src/engine.cc src/*.h
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$(BPATH)/allreduce_robust.o: src/allreduce_robust.cc src/*.h
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$(BPATH)/engine_mpi.o: src/engine_mpi.cc src/*.h
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$(BPATH)/engine_empty.o: src/engine_empty.cc src/*.h
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$(BPATH)/allreduce_base.o: src/allreduce_base.cc $(HEADERS)
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$(BPATH)/engine.o: src/engine.cc $(HEADERS)
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$(BPATH)/allreduce_robust.o: src/allreduce_robust.cc $(HEADERS)
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$(BPATH)/engine_mpi.o: src/engine_mpi.cc $(HEADERS)
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$(BPATH)/engine_empty.o: src/engine_empty.cc $(HEADERS)
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lib/librabit.a: $(BPATH)/allreduce_base.o $(BPATH)/allreduce_robust.o $(BPATH)/engine.o
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lib/librabit_empty.a: $(BPATH)/engine_empty.o
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7
include/README.md
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7
include/README.md
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@ -0,0 +1,7 @@
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Library Header Files of Rabit
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====
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* This folder contains all the header needed to use rabit libary
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* To use it, add include to the search path of the compiler
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* User only need to know [rabit.h](rabit.h) and [rabit_serializable.h](rabit_serializable.h) to use the library
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* Folder [rabit](rabit) contains headers for internal engine and implementation of template
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* Not all .h files in the projects are contained in include, .h files that are internally used by library remains at [src](../src)
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@ -16,11 +16,11 @@
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#include <functional>
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#endif // C++11
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// contains definition of ISerializable
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#include "./serializable.h"
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#include "./rabit_serializable.h"
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// engine definition of rabit, defines internal implementation
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// to use rabit interface, there is no need to read engine.h rabit.h and serializable.h
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// is suffice to use the interface
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#include "./engine.h"
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// to use rabit interface, there is no need to read engine.h
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// rabit.h and serializable.h are suffice to use the interface
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#include "./rabit/engine.h"
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/*! \brief namespace of rabit */
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namespace rabit {
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@ -282,5 +282,5 @@ class SerializeReducer {
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};
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} // namespace rabit
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// implementation of template functions
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#include "./rabit-inl.h"
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#include "./rabit/rabit-inl.h"
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#endif // RABIT_ALLREDUCE_H
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@ -5,7 +5,7 @@
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*/
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#ifndef RABIT_ENGINE_H
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#define RABIT_ENGINE_H
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#include "./serializable.h"
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#include "../rabit_serializable.h"
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namespace MPI {
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/*! \brief MPI data type just to be compatible with MPI reduce function*/
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@ -222,3 +222,4 @@ class ReduceHandle {
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} // namespace engine
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} // namespace rabit
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#endif // RABIT_ENGINE_H
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@ -5,7 +5,7 @@
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#include <cstring>
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#include <string>
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#include "./utils.h"
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#include "./serializable.h"
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#include "../rabit_serializable.h"
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/*!
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* \file io.h
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* \brief utilities that implements different serializable interface
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@ -9,6 +9,7 @@
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// use engine for implementation
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#include "./io.h"
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#include "./utils.h"
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#include "../rabit.h"
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namespace rabit {
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namespace engine {
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@ -10,6 +10,7 @@
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namespace rabit {
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namespace utils {
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// TODO not net cross platform, avoid to use this in most places
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/*!
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* \brief return time in seconds
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*/
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@ -1,8 +1,8 @@
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#ifndef RABIT_SERIALIZABLE_H
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#define RABIT_SERIALIZABLE_H
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#ifndef RABIT_RABIT_SERIALIZABLE_H
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#define RABIT_RABIT_SERIALIZABLE_H
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#include <vector>
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#include <string>
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#include "./utils.h"
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#include "./rabit/utils.h"
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/*!
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* \file serializable.h
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* \brief defines serializable interface of rabit
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6
src/README.md
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6
src/README.md
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@ -0,0 +1,6 @@
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Source Files of Rabit
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====
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* This folder contains the source files of rabit library
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* The library headers are in folder [include](../include)
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* The .h files in this folder are internal header files that are only used by rabit and will not be seen by users
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@ -13,9 +13,9 @@
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#include <vector>
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#include <string>
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#include "./utils.h"
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#include <rabit/utils.h>
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#include <rabit/engine.h>
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#include "./socket.h"
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#include "./engine.h"
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namespace MPI {
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// MPI data type to be compatible with existing MPI interface
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@ -9,10 +9,11 @@
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#define NOMINMAX
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#include <limits>
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#include <utility>
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#include "./io.h"
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#include "./utils.h"
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#include <rabit/io.h>
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#include <rabit/utils.h>
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#include <rabit/engine.h>
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#include <rabit/rabit-inl.h>
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#include "./allreduce_robust.h"
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#include "./rabit.h"
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namespace rabit {
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namespace engine {
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@ -10,7 +10,7 @@
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#ifndef RABIT_ALLREDUCE_ROBUST_H
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#define RABIT_ALLREDUCE_ROBUST_H
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#include <vector>
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#include "./engine.h"
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#include <rabit/engine.h>
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#include "./allreduce_base.h"
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namespace rabit {
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@ -9,7 +9,7 @@
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#define _CRT_SECURE_NO_DEPRECATE
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#define NOMINMAX
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#include "./engine.h"
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#include <rabit/engine.h>
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#include "./allreduce_base.h"
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#include "./allreduce_robust.h"
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@ -9,7 +9,8 @@
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#define _CRT_SECURE_NO_DEPRECATE
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#define NOMINMAX
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#include "./engine.h"
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#include <rabit/engine.h>
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namespace rabit {
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namespace engine {
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/*! \brief EmptyEngine */
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@ -9,8 +9,8 @@
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#define _CRT_SECURE_NO_DEPRECATE
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#define NOMINMAX
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#include <cstdio>
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#include "./engine.h"
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#include "./utils.h"
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#include <rabit/engine.h>
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#include <rabit/utils.h>
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#include <mpi.h>
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namespace rabit {
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@ -21,7 +21,7 @@
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#endif
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#include <string>
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#include <cstring>
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#include "./utils.h"
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#include <rabit/utils.h>
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#if defined(_WIN32)
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typedef int ssize_t;
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@ -1,30 +1,22 @@
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export CC = gcc
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export CXX = g++
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export MPICXX = mpicxx
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export LDFLAGS= -pthread -lm -lrt
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export CFLAGS = -Wall -O3 -msse2 -Wno-unknown-pragmas -fPIC -I../src -std=c++11
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export LDFLAGS= -pthread -lm -lrt -L../lib
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export CFLAGS = -Wall -O3 -msse2 -Wno-unknown-pragmas -fPIC -I../include -std=c++11
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# specify tensor path
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BIN = speed_test test_model_recover test_local_recover
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# objectives that makes up rabit library
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RABIT_OBJ = allreduce_base.o allreduce_robust.o engine.o
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MPIOBJ = engine_mpi.o
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OBJ = $(RABIT_OBJ) speed_test.o test_model_recover.o test_local_recover.o
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MPIBIN = speed_test.mpi
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.PHONY: clean all
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.PHONY: clean all lib
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all: $(BIN) $(MPIBIN)
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# the rabit library
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allreduce_base.o: ../src/allreduce_base.cc ../src/*.h
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engine.o: ../src/engine.cc ../src/*.h
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engine_mpi.o: ../src/engine_mpi.cc
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allreduce_robust.o: ../src/allreduce_robust.cc ../src/*.h
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lib:
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cd ..;make;cd -
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# programs
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speed_test.o: speed_test.cpp ../src/*.h
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test_model_recover.o: test_model_recover.cpp ../src/*.h
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test_local_recover.o: test_local_recover.cpp ../src/*.h
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speed_test.o: speed_test.cpp ../include/*.h lib
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test_model_recover.o: test_model_recover.cpp ../include/*.h lib
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test_local_recover.o: test_local_recover.cpp ../include/*.h lib
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# we can link against MPI version to get use MPI
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speed_test: speed_test.o $(RABIT_OBJ)
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@ -33,16 +25,13 @@ test_model_recover: test_model_recover.o $(RABIT_OBJ)
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test_local_recover: test_local_recover.o $(RABIT_OBJ)
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$(BIN) :
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$(CXX) $(CFLAGS) -o $@ $(filter %.cpp %.o %.c %.cc, $^) $(LDFLAGS)
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$(CXX) $(CFLAGS) -o $@ $(filter %.cpp %.o %.c %.cc, $^) $(LDFLAGS) -lrabit
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$(OBJ) :
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$(CXX) -c $(CFLAGS) -o $@ $(firstword $(filter %.cpp %.c %.cc, $^) )
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$(MPIBIN) :
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$(MPICXX) $(CFLAGS) -o $@ $(filter %.cpp %.o %.c %.cc, $^) $(LDFLAGS)
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$(MPIOBJ) :
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$(MPICXX) -c $(CFLAGS) -o $@ $(firstword $(filter %.cpp %.c %.cc, $^) )
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$(MPICXX) $(CFLAGS) -o $@ $(filter %.cpp %.o %.c %.cc, $^) $(LDFLAGS) -lrabit_mpi
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clean:
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$(RM) $(OBJ) $(BIN) $(MPIBIN) $(MPIOBJ) *~ ../src/*~
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@ -10,7 +10,7 @@
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#include <string>
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#include <istream>
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#include <fstream>
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#include "./utils.h"
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#include "./rabit/utils.h"
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namespace rabit {
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namespace utils {
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@ -1,7 +1,7 @@
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// This program is used to test the speed of rabit API
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#include <rabit.h>
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#include <utils.h>
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#include <timer.h>
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#include <rabit/utils.h>
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#include <rabit/timer.h>
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#include <cstdio>
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#include <cstdlib>
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#include <cmath>
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@ -1,7 +1,7 @@
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// this is a test case to test whether rabit can recover model when
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// facing an exception
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#include <rabit.h>
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#include <utils.h>
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#include <rabit/utils.h>
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#include <cstdio>
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#include <cstdlib>
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#include <cmath>
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@ -1,7 +1,7 @@
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// this is a test case to test whether rabit can recover model when
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// facing an exception
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#include <rabit.h>
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#include <utils.h>
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#include <rabit/utils.h>
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#include <cstdio>
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#include <cstdlib>
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#include <cmath>
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@ -2,7 +2,7 @@ export CC = gcc
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export CXX = g++
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export MPICXX = mpicxx
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export LDFLAGS= -pthread -lm -L../lib
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export CFLAGS = -Wall -O3 -msse2 -Wno-unknown-pragmas -fPIC -I../src -std=c++11
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export CFLAGS = -Wall -O3 -msse2 -Wno-unknown-pragmas -fPIC -I../include -std=c++11
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# specify tensor path
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BIN = kmeans
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@ -1,7 +1,7 @@
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// this is a test case to test whether rabit can recover model when
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// facing an exception
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#include <rabit.h>
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#include <utils.h>
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#include <rabit/utils.h>
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#include "./toolkit_util.h"
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#include <time.h>
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@ -105,32 +105,33 @@ int main(int argc, char *argv[]) {
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model.InitModel(num_cluster, data.feat_dim);
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InitCentroids(data, &model.centroids);
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model.Normalize();
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utils::LogPrintf("[%d] start at %s\n",
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rabit::GetRank(), rabit::GetProcessorName().c_str());
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rabit::TrackerPrintf("[%d] start at %s\n",
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rabit::GetRank(), rabit::GetProcessorName().c_str());
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} else {
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utils::LogPrintf("[%d] restart iter=%d\n", rabit::GetRank(), iter);
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rabit::TrackerPrintf("[%d] restart iter=%d\n", rabit::GetRank(), iter);
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}
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const unsigned num_feat = data.feat_dim;
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// matrix to store the result
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Matrix temp;
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for (int r = iter; r < max_iter; ++r) {
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for (int r = iter; r < max_iter; ++r) {
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temp.Init(num_cluster, num_feat + 1, 0.0f);
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// call allreduce
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rabit::Allreduce<op::Sum>(&temp.data[0], temp.data.size(), [&]() {
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// lambda function used to calculate the data if necessary
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// this function may not be called when the result can be directly recovered
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const size_t ndata = data.NumRow();
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for (size_t i = 0; i < ndata; ++i) {
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SparseMat::Vector v = data[i];
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size_t k = GetCluster(model.centroids, v);
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// temp[k] += v
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for (size_t j = 0; j < v.length; ++j) {
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temp[k][v[j].findex] += v[j].fvalue;
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}
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// use last column to record counts
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temp[k][num_feat] += 1.0f;
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auto lazy_get_centroid = [&]() {
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// lambda function used to calculate the data if necessary
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// this function may not be called when the result can be directly recovered
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const size_t ndata = data.NumRow();
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for (size_t i = 0; i < ndata; ++i) {
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SparseMat::Vector v = data[i];
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size_t k = GetCluster(model.centroids, v);
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// temp[k] += v
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for (size_t j = 0; j < v.length; ++j) {
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temp[k][v[j].findex] += v[j].fvalue;
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}
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});
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// use last column to record counts
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temp[k][num_feat] += 1.0f;
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}
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};
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// call allreduce
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rabit::Allreduce<op::Sum>(&temp.data[0], temp.data.size(), lazy_get_centroid);
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// set number
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for (int k = 0; k < num_cluster; ++k) {
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float cnt = temp[k][num_feat];
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@ -146,7 +147,7 @@ int main(int argc, char *argv[]) {
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if (rabit::GetRank() == 0) {
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model.centroids.Print(argv[4]);
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}
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utils::LogPrintf("[%d] Time taken: %f seconds\n", rabit::GetRank(), static_cast<float>(clock() - tStart) / CLOCKS_PER_SEC);
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rabit::TrackerPrintf("[%d] Time taken: %f seconds\n", rabit::GetRank(), static_cast<float>(clock() - tStart) / CLOCKS_PER_SEC);
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rabit::Finalize();
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return 0;
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}
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