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npusim.sh
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npusim.sh
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#!/bin/bash
##### NPUsim directories #####
# NPUsim main directory
npusimdir=$PWD
# NPUsim scheduler directory
schedulerdir=$npusimdir/scheduler
# NPUsim Utility directory
utildir=$npusimdir/utils
# Accelerator component directory
componentdir=$npusimdir/components
# Extension directory
extdir=$npusimdir/ext
# Library directory
libdir=$npusimdir/library
# NPUsim library
lib=$libdir/libnpusim.so
##### External directory #####
# Nebula directory
nebuladir=$extdir/nebula
# Pytorch directory
pytorchdir=$extdir/pytorch
# DRAMsim directory
dramsim3dir=$extdir/DRAMsim3
# NPUsim model directory
modeldir=$npusimdir/models
##### NPUsim compile options #####
# C++ compiler
cc=g++
# Linker
lc=$cc
# Makefile options
mopt="CC=$cc DIR=$npusimdir LIB=$lib"
# Compiler options
ccopt="-Wall -O3 -fPIC -I$schedulerdir -I$utildir -I$componentdir"
# Linker options
ldopt="-L$libdir"
libopt="-lnpusim"
# C++ version
stdc="-std=c++11"
# Options for Nebula and DRAMsim3
ccopt+=" -I$nebuladir/common -I$nebuladir/models/layers -I$nebuladir/models/networks -I$dramsim3dir/src"
ldopt+=" -L$nebuladir/library -L$dramsim3dir"
libopt+=" -lnebula -ldramsim3 -lopenblas -lpthread -lz `pkg-config --libs opencv4`"
##### NPUsim build options ###
# Print out the operations sequence
PRINT=0
# Debug.
DEBUG=0
# Functional simulation
FUNCTIONAL=0
# Using integer
USER_INTEGER=0
# Using float
USER_FLOAT=0
# DRAMsim
DRAMSIM3=0
# PyTorch
Pytorch=0
##### Append Makefile options #####
# Message printing
if [[ $PRINT -eq 1 ]]; then
ccopt+=" -DPRINT"
fi
# Debugging
if [[ $DEBUG -eq 1 ]]; then
ccopt+=" -g"
fi
# Functional simulation
if [[ $FUNCTIONAL -eq 1 ]]; then
ccopt+=" -DFUNCTIONAL"
fi
# Using integer
if [[ $USE_INTEGER -eq 1 ]]; then
ccopt+=" -DUSER_INTEGER"
fi
#Using float
if [[ $USE_FLOAT -eq 1 ]]; then
ccopt +=" -DUSER_FLOAT"
fi
# DRAMsim3 Connection
if [[ $DRAMSIM3 -eq 1 ]]; then
ccopt+=" -DDRAMSIM3"
fi
# PyTorch connection
if [[ $Pytorch -eq 1 ]]; then
#ccopt+=" -DPytorch `python-config --includes`"
#libopt+=" -lm -ldl -lutil `python-config --libs`"
ccopt+=" -I/usr/include/python3.8 -DPytorch"
libopt+=" -lpython3.8 -lm -ldl -lutil `pkg-config --cflags --libs python3`"
fi
# Makefile MFLAG
mflag="$mopt LC=$lc"
# Makefile CCFLAG
ccflag="CCFLAG=\"$ccopt\""
# Makefile LDFLAG
ldflag="LDFLAG=\"$ldopt\""
# Makefile LIBFLAG
libflag="LIBFLAG=\"$libopt\""
# Makefile STD
std="STD=\"$stdc\""
##### NPUsim usage #####
function print_help {
echo -e "Usage: $0 [build/clean/run] [accelerator target] [network target] [Mapping options]"
exit 0
}
##### NPUsim build function #####
function build_model {
#echo -e "NPUsim build $1"
case "$1" in
all)
# Make extension directory
if [[ ! -d $extdir ]]; then
mkdir $extdir
fi
# Build Nebula library
# Install Nebula software framework from Github
if [[ ! -d $nebuladir ]]; then
echo -e "\n# Install Nebula framework from Github"
cd $extdir; git clone --branch npusim --single-branch https://github.com/yonsei-icsl/nebula
fi
# Build Nebula library
echo -e "\n# Build Nebula software framework"
cd $nebuladir; ./nebula.sh build lib
# Install PyTorch framework from Github
if [[ ! -d $pytorchdir ]]; then
echo -e "\n# Install PyTorch software framework"
cd $extdir; git clone https://github.com/pytorch/pytorch.git
fi
# Build DRAMSim3
# Install DRAMSim3 from Github
if [[ ! -d $dramsim3dir ]]; then
echo -e "\n# Install DRAMSim3"
cd $extdir; git clone --branch master --single-branch https://github.com/umd-memsys/DRAMsim3.git
fi
# Build DRAMSim3
echo -e "\n# Build DRAMsim3"
cd $dramsim3dir; make libdramsim3.so
# Build NPUsim library
echo -e "\n# Build NPUsim library"
cd $libdir; eval $mflag $ccflag $std make
# Build NPUsim executable file
echo -e "\n# Build NPUsim model"
cd $modeldir; eval $mflag $ccflag $ldflag $libflag $std EXE='model' make
;;
dramsim3)
# Make extension directory
if [[ ! -d $extdir ]]; then
mkdir $extdir
fi
# Build DRAMSim3
# Install DRAMSim3 from Github
if [[ ! -d $dramsim3dir ]]; then
echo -e "\n# Install DRAMSim3"
cd $extdir; git clone --branch master --single-branch https://github.com/umd-memsys/DRAMsim3.git
fi
# Build DRAMSim3
echo -e "\n# Build DRAMsim3"
cd $dramsim3dir; make libdramsim3.so
;;
ext)
# Make extension directory
if [[ ! -d $extdir ]]; then
mkdir $extdir
fi
# Build Nebula library
# Install Nebula software framework from Github
if [[ ! -d $nebuladir ]]; then
echo -e "\n# Install Nebula framework from Github"
cd $extdir; git clone --branch npusim --single-branch https://github.com/yonsei-icsl/nebula
fi
# Build Nebula library
echo -e "\n# Build Nebula software framework"
cd $nebuladir; ./nebula.sh build lib
# Install PyTorch framework from Github
if [[ ! -d $pytorchdir ]]; then
echo -e "\n# Install PyTorch software framework"
cd $extdir; git clone https://github.com/pytorch/pytorch.git
fi
# Build DRAMSim3
# Install DRAMSim3 from Github
if [[ ! -d $dramsim3dir ]]; then
echo -e "\n# Install DRAMSim3"
cd $extdir; git clone --branch master --single-branch https://github.com/umd-memsys/DRAMsim3.git
fi
# Build DRAMSim3
echo -e "\n# Build DRAMsim3"
cd $dramsim3dir; make libdramsim3.so
;;
lib)
# Build NPUsim library
echo -e "\n# Build NPUsim library"
cd $libdir; eval $mflag $ccflag $std make
;;
model)
# Build NPUsim executable file
echo -e "\n# Build NPUsim model"
cd $modeldir; eval $mflag $ccflag $ldflag $libflag $std EXE='model' make
;;
nebula)
# Make extension directory
if [[ ! -d $extdir ]]; then
mkdir $extdir
fi
# Build Nebula library
# Install Nebula software framework from Github
if [[ ! -d $nebuladir ]]; then
echo -e "\n# Install Nebula framework from Github"
cd $extdir; git clone --branch npusim --single-branch https://github.com/yonsei-icsl/nebula
fi
# Build Nebula library
echo -e "\n# Build Nebula software framework"
cd $nebuladir; ./nebula.sh build lib
;;
npusim)
# Build NPUsim library and executable file
# Build NPUsim library
echo -e "\n# Build NPUsim library"
cd $libdir; eval $mflag $ccflag $std make
# Build NPUsim executable file
echo -e "\n# Build NPUsim model"
cd $modeldir; eval $mflag $ccflag $ldflag $libflag $std EXE='model' make
;;
pytorch)
# Make extension directory
if [[ ! -d $extdir ]]; then
mkdir $extdir
fi
# Install PyTorch framework from Github
if [[ ! -d $pytorchdir ]]; then
echo -e "\n# Install PyTorch software framework"
cd $extdir; git clone https://github.com/pytorch/pytorch.git
fi
;;
*)
# Print out error message
echo -e "# Usage : ./npusim.sh build [options]"
echo -e "\n List of [options]"
echo -e "# all : All"
echo -e "# dramsim3 : DRAMsim3"
echo -e "# ext : Extensions libraries (DRAMSim3, Nebula)"
echo -e "# lib : NPUsim library"
echo -e "# nebula : Nebula software framework"
echo -e "# npusim : NPUsim library and executable file"
echo -e "# model : NPUsim model"
exit 0;
;;
esac
}
##### NPUsim clean function #####
function clean_model {
case "$1" in
all)
# Cleaning Nebula
echo -e "\n# Cleaning DNN framework"
cd $nebuladir; ./nebula.sh clean lib;
# Cleaning DRAMsim3
echo -e "\n# Cleaning DRAMsim3"
cd $dramsim3dir; make clean;
# Cleaning NPUsim library
echo -e "\n# Cleaning NPUsim library"
cd $libdir; eval $mflag make clean;
# Cleaning NPUsim executable file
echo -e "\n# Cleaning NPUsim model"
cd $modeldir; eval EXE='model' make clean;
;;
dramsim3)
# Cleaning DRAMsim3
echo -e "\n# Cleaning DRAMsim3"
cd $dramsim3dir; make clean;
;;
ext)
# Cleaning Nebula
echo -e "\n# Cleaning DNN software framework"
cd $nebuladir; ./nebula.sh clean lib;
# Cleaning DRAMsim3
echo -e "\n# Cleaning DRAMsim3"
cd $dramsim3dir; make clean;
;;
lib)
# Cleaning NPUsim library
echo -e "\n# Cleaning NPUsim library"
cd $libdir; eval $mflag make clean;
;;
nebula)
# Cleaning Nebula
echo -e "\n# Cleaning DNN software framework"
cd $nebuladir; ./nebula.sh clean lib;
;;
npusim)
# Cleaning NPUsim library and executable file
# Cleaning NPUsim library
echo -e "\n# Cleaning NPUsim library"
cd $libdir; eval $mflag make clean;
# Cleaning NPUsim executable file
echo -e "\n# Cleaning NPUsim model"
cd $modeldir; eval EXE='model' make clean;
;;
model)
# Cleaning NPUsim executable file
echo -e "\n# Cleaning NPUsim model"
cd $modeldir; eval EXE='model' make clean;
;;
*)
# Print out error message
echo -e "# Usage : ./npusim.sh clean [options]"
echo -e "\n List of [options]"
echo -e "# all : All"
echo -e "# dramsim3 : DRAMSim3 Library"
echo -e "# ext : Extensions library (DramSim3, Nebula)"
echo -e "# lib : NPUsim library"
echo -e "# nebula : Nebula software framework"
echo -e "# npusim : NPUsim library and executable file"
echo -e "# model : NPUsim model"
exit 0;
;;
esac
}
function run_npusim {
echo -e "\n# Running $network on $target"
cd $modeldir
eval ./model run $target $network $mapping
}
# Print usage help.
if [[ $1 = '-h' || $1 = '-help' ]]; then
print_help
fi
action=$1; shift
target=$1; shift
network=$1; shift
mapping=$1; shift
case "$action" in
build)
# Action for build
build_model $target
;;
clean)
# Action for clean
clean_model $target
;;
run)
# Action for running
run_npusim $target $network $mapping
;;
help)
# Action for help
print_help
;;
*)
echo -e "# Error : unknown action $action"
echo -e "# Usage : ./npusim.sh [action]"
echo -e "\nList of [action]"
echo -e "# build : Compile"
echo -e "# clean : Clean"
echo -e "# help : NPUsim commands overview"
echo -e "# run : Execute simulation"
exit 0
esac