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Makefile
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GCC := g++
CLANG := clang++
NVCC := nvcc
BUILD_DIR := build
INCLUDE_OPTION := -I noarr-structures/include
CXX_OPTIONS := ${INCLUDE_OPTION} -std=c++20 -Ofast -flto -Wall -Wextra -pedantic -DNDEBUG -march=native -mtune=native
CUDA_OPTIONS := ${INCLUDE_OPTION} -std=c++17 -O3 -dlto --compiler-options -Ofast,-march=native,-mtune=native -DNDEBUG --use_fast_math --expt-relaxed-constexpr
.PHONY: all clean matmul histo kmeans generate generate-small generate-kmeans plots matmul-plots histo-plots
all: matmul histo kmeans
noarr-structures:
[ -d noarr-structures ] || git clone https://github.com/ParaCoToUl/noarr-structures.git noarr-structures
matmul: \
${BUILD_DIR}/matmul/g++/cpu-triv/noarr \
${BUILD_DIR}/matmul/g++/cpu-triv/noarr-bag \
${BUILD_DIR}/matmul/g++/cpu-triv/policy \
${BUILD_DIR}/matmul/clang++/cpu-triv/noarr \
${BUILD_DIR}/matmul/clang++/cpu-triv/noarr-bag \
${BUILD_DIR}/matmul/clang++/cpu-triv/policy \
${BUILD_DIR}/matmul/g++/cpu-blk_ij/noarr \
${BUILD_DIR}/matmul/g++/cpu-blk_ij/noarr-bag \
${BUILD_DIR}/matmul/g++/cpu-blk_ij/policy \
${BUILD_DIR}/matmul/clang++/cpu-blk_ij/noarr \
${BUILD_DIR}/matmul/clang++/cpu-blk_ij/noarr-bag \
${BUILD_DIR}/matmul/clang++/cpu-blk_ij/policy \
${BUILD_DIR}/matmul/g++/cpu-blk_ji/noarr \
${BUILD_DIR}/matmul/g++/cpu-blk_ji/noarr-bag \
${BUILD_DIR}/matmul/g++/cpu-blk_ji/policy \
${BUILD_DIR}/matmul/clang++/cpu-blk_ji/noarr \
${BUILD_DIR}/matmul/clang++/cpu-blk_ji/noarr-bag \
${BUILD_DIR}/matmul/clang++/cpu-blk_ji/policy \
${BUILD_DIR}/matmul/nvcc/cu-basic/noarr \
${BUILD_DIR}/matmul/nvcc/cu-basic/noarr-bag \
${BUILD_DIR}/matmul/nvcc/cu-basic/policy \
${BUILD_DIR}/matmul/nvcc/cu-basic/plain \
${BUILD_DIR}/matmul/nvcc/cu-adv/noarr \
${BUILD_DIR}/matmul/nvcc/cu-adv/noarr-bag \
${BUILD_DIR}/matmul/nvcc/cu-adv/policy \
${BUILD_DIR}/matmul/nvcc/cu-adv/plain
${BUILD_DIR}/matmul/g++/cpu-triv/%: matmul/cpu-triv-%.cpp noarr-structures matmul/noarrmain.hpp matmul/policymain.hpp
@mkdir -p $(@D)
${GCC} -o $@ ${CXX_OPTIONS} $< -DA_ROW -DB_ROW -DC_ROW
${BUILD_DIR}/matmul/clang++/cpu-triv/%: matmul/cpu-triv-%.cpp noarr-structures matmul/noarrmain.hpp matmul/policymain.hpp
@mkdir -p $(@D)
${CLANG} -o $@ ${CXX_OPTIONS} $< -DA_ROW -DB_ROW -DC_ROW
${BUILD_DIR}/matmul/g++/cpu-blk_ij/%: matmul/cpu-blk-%.cpp noarr-structures matmul/noarrmain.hpp matmul/policymain.hpp
@mkdir -p $(@D)
${GCC} -o $@ ${CXX_OPTIONS} $< -DA_ROW -DB_ROW -DC_ROW -DBLOCK_I -DBLOCK_J -DBLOCK_K -DBLOCK_SIZE=16 -DBLOCK_ORDER=0 -DDIM_ORDER=0
${BUILD_DIR}/matmul/clang++/cpu-blk_ij/%: matmul/cpu-blk-%.cpp noarr-structures matmul/noarrmain.hpp matmul/policymain.hpp
@mkdir -p $(@D)
${CLANG} -o $@ ${CXX_OPTIONS} $< -DA_ROW -DB_ROW -DC_ROW -DBLOCK_I -DBLOCK_J -DBLOCK_K -DBLOCK_SIZE=16 -DBLOCK_ORDER=0 -DDIM_ORDER=0
${BUILD_DIR}/matmul/g++/cpu-blk_ji/%: matmul/cpu-blk-%.cpp noarr-structures matmul/noarrmain.hpp matmul/policymain.hpp
@mkdir -p $(@D)
${GCC} -o $@ ${CXX_OPTIONS} $< -DA_ROW -DB_ROW -DC_ROW -DBLOCK_I -DBLOCK_J -DBLOCK_K -DBLOCK_SIZE=16 -DBLOCK_ORDER=0 -DDIM_ORDER=1
${BUILD_DIR}/matmul/clang++/cpu-blk_ji/%: matmul/cpu-blk-%.cpp noarr-structures matmul/noarrmain.hpp matmul/policymain.hpp
@mkdir -p $(@D)
${CLANG} -o $@ ${CXX_OPTIONS} $< -DA_ROW -DB_ROW -DC_ROW -DBLOCK_I -DBLOCK_J -DBLOCK_K -DBLOCK_SIZE=16 -DBLOCK_ORDER=0 -DDIM_ORDER=1
${BUILD_DIR}/matmul/nvcc/cu-basic/%: matmul/cu-basic-%.cu noarr-structures matmul/noarrmain.hpp matmul/policymain.hpp
@mkdir -p $(@D)
${NVCC} -o $@ ${CUDA_OPTIONS} $< -DA_ROW -DB_ROW -DC_ROW -DBLOCK_SIZE=32
${BUILD_DIR}/matmul/nvcc/cu-adv/%: matmul/cu-adv-%.cu noarr-structures matmul/noarrmain.hpp matmul/policymain.hpp
@mkdir -p $(@D)
${NVCC} -o $@ ${CUDA_OPTIONS} $< -DA_ROW -DB_ROW -DC_ROW
histo: \
${BUILD_DIR}/histo/g++/cpu-loop/noarr \
${BUILD_DIR}/histo/g++/cpu-loop/noarr-bag \
${BUILD_DIR}/histo/g++/cpu-loop/plain \
${BUILD_DIR}/histo/clang++/cpu-loop/noarr \
${BUILD_DIR}/histo/clang++/cpu-loop/noarr-bag \
${BUILD_DIR}/histo/clang++/cpu-loop/plain \
${BUILD_DIR}/histo/g++/cpu-range/noarr \
${BUILD_DIR}/histo/g++/cpu-range/noarr-bag \
${BUILD_DIR}/histo/g++/cpu-range/plain \
${BUILD_DIR}/histo/clang++/cpu-range/noarr \
${BUILD_DIR}/histo/clang++/cpu-range/noarr-bag \
${BUILD_DIR}/histo/clang++/cpu-range/plain \
${BUILD_DIR}/histo/g++/cpu-foreach/noarr \
${BUILD_DIR}/histo/g++/cpu-foreach/noarr-bag \
${BUILD_DIR}/histo/g++/cpu-foreach/plain \
${BUILD_DIR}/histo/clang++/cpu-foreach/noarr \
${BUILD_DIR}/histo/clang++/cpu-foreach/noarr-bag \
${BUILD_DIR}/histo/clang++/cpu-foreach/plain \
${BUILD_DIR}/histo/nvcc/cu-priv/noarr \
${BUILD_DIR}/histo/nvcc/cu-priv/noarr-bag \
${BUILD_DIR}/histo/nvcc/cu-priv/plain \
${BUILD_DIR}/histo/nvcc/cu-triv/noarr \
${BUILD_DIR}/histo/nvcc/cu-triv/noarr-bag \
${BUILD_DIR}/histo/nvcc/cu-triv/plain
${BUILD_DIR}/histo/g++/cpu-loop/%: histo/cpu-all-%.cpp noarr-structures histo/histomain.hpp
@mkdir -p $(@D)
${GCC} -o $@ ${CXX_OPTIONS} $< -DHISTO_IMPL=histo_loop
${BUILD_DIR}/histo/clang++/cpu-loop/%: histo/cpu-all-%.cpp noarr-structures histo/histomain.hpp
@mkdir -p $(@D)
${CLANG} -o $@ ${CXX_OPTIONS} $< -DHISTO_IMPL=histo_loop
${BUILD_DIR}/histo/g++/cpu-range/%: histo/cpu-all-%.cpp noarr-structures histo/histomain.hpp
@mkdir -p $(@D)
${GCC} -o $@ ${CXX_OPTIONS} $< -DHISTO_IMPL=histo_range
${BUILD_DIR}/histo/clang++/cpu-range/%: histo/cpu-all-%.cpp noarr-structures histo/histomain.hpp
@mkdir -p $(@D)
${CLANG} -o $@ ${CXX_OPTIONS} $< -DHISTO_IMPL=histo_range
${BUILD_DIR}/histo/g++/cpu-foreach/%: histo/cpu-all-%.cpp noarr-structures histo/histomain.hpp
@mkdir -p $(@D)
${GCC} -o $@ ${CXX_OPTIONS} $< -DHISTO_IMPL=histo_foreach
${BUILD_DIR}/histo/clang++/cpu-foreach/%: histo/cpu-all-%.cpp noarr-structures histo/histomain.hpp
@mkdir -p $(@D)
${CLANG} -o $@ ${CXX_OPTIONS} $< -DHISTO_IMPL=histo_foreach
${BUILD_DIR}/histo/nvcc/cu-priv/%: histo/cu-priv-%.cu noarr-structures histo/histomain.hpp
@mkdir -p $(@D)
${NVCC} -o $@ ${CUDA_OPTIONS} $<
${BUILD_DIR}/histo/nvcc/cu-triv/%: histo/cu-triv-%.cu noarr-structures histo/histomain.hpp
@mkdir -p $(@D)
${NVCC} -o $@ ${CUDA_OPTIONS} $<
kmeans: \
${BUILD_DIR}/kmeans/g++/cpu-kmeans/noarr \
${BUILD_DIR}/kmeans/g++/cpu-kmeans/noarr-bag \
${BUILD_DIR}/kmeans/g++/cpu-kmeans/plain \
${BUILD_DIR}/kmeans/clang++/cpu-kmeans/noarr \
${BUILD_DIR}/kmeans/clang++/cpu-kmeans/noarr-bag \
${BUILD_DIR}/kmeans/clang++/cpu-kmeans/plain \
${BUILD_DIR}/kmeans/python/cpu-kmeans/sklearn
${BUILD_DIR}/kmeans/g++/cpu-kmeans/%: kmeans/cpu-kmeans-%.cpp noarr-structures
@mkdir -p $(@D)
${GCC} -o $@ ${CXX_OPTIONS} $<
${BUILD_DIR}/kmeans/clang++/cpu-kmeans/%: kmeans/cpu-kmeans-%.cpp noarr-structures
@mkdir -p $(@D)
${CLANG} -o $@ ${CXX_OPTIONS} $<
${BUILD_DIR}/kmeans/python/cpu-kmeans/sklearn: kmeans/kmeans-triv.py
@mkdir -p $(@D)
cp -p "$<" "$@"
generate: ${BUILD_DIR}/matmul/matrices_1024 \
${BUILD_DIR}/matmul/matrices_2048 \
${BUILD_DIR}/matmul/matrices_4096 \
${BUILD_DIR}/matmul/matrices_8192 \
${BUILD_DIR}/histo/text
generate-small: ${BUILD_DIR}/matmul/matrices_64 \
${BUILD_DIR}/matmul/matrices_128 \
${BUILD_DIR}/matmul/matrices_256 \
${BUILD_DIR}/matmul/matrices_512 \
${BUILD_DIR}/matmul/matrices_1024 \
${BUILD_DIR}/matmul/matrices_64: matmul/gen-matrices.py
@mkdir -p $(@D)
matmul/gen-matrices.py $@ 64
${BUILD_DIR}/matmul/matrices_128: matmul/gen-matrices.py
@mkdir -p $(@D)
matmul/gen-matrices.py $@ 128
${BUILD_DIR}/matmul/matrices_256: matmul/gen-matrices.py
@mkdir -p $(@D)
matmul/gen-matrices.py $@ 256
${BUILD_DIR}/matmul/matrices_512: matmul/gen-matrices.py
@mkdir -p $(@D)
matmul/gen-matrices.py $@ 512
${BUILD_DIR}/matmul/matrices_1024: matmul/gen-matrices.py
@mkdir -p $(@D)
matmul/gen-matrices.py $@ 1024
${BUILD_DIR}/matmul/matrices_2048: matmul/gen-matrices.py
@mkdir -p $(@D)
matmul/gen-matrices.py $@ 2048
${BUILD_DIR}/matmul/matrices_4096: matmul/gen-matrices.py
@mkdir -p $(@D)
matmul/gen-matrices.py $@ 4096
${BUILD_DIR}/matmul/matrices_8192: matmul/gen-matrices.py
@mkdir -p $(@D)
matmul/gen-matrices.py $@ 8192
${BUILD_DIR}/histo/text: histo/gen-text.sh
@mkdir -p $(@D)
histo/gen-text.sh ${BUILD_DIR}/histo/text 2G
generate-kmeans: ${BUILD_DIR}/kmeans/kmeans_7_4_2000 \
${BUILD_DIR}/kmeans/kmeans_7_6_2000 \
${BUILD_DIR}/kmeans/kmeans_10_3_2000 \
${BUILD_DIR}/kmeans/kmeans_7_4_20000 \
${BUILD_DIR}/kmeans/kmeans_7_6_20000 \
${BUILD_DIR}/kmeans/kmeans_10_3_20000
${BUILD_DIR}/kmeans/kmeans_7_4_2000: kmeans/kmeans-gen.py
@mkdir -p $(@D)
kmeans/kmeans-gen.py -n 1000 -s 2023 -r -d ' ' 7 4 > $@
${BUILD_DIR}/kmeans/kmeans_7_6_2000: kmeans/kmeans-gen.py
@mkdir -p $(@D)
kmeans/kmeans-gen.py -n 1000 -s 2023 -r -d ' ' 11 6 > $@
${BUILD_DIR}/kmeans/kmeans_10_3_2000: kmeans/kmeans-gen.py
@mkdir -p $(@D)
kmeans/kmeans-gen.py -n 1000 -s 2023 -r -d ' ' 10 3 > $@
${BUILD_DIR}/kmeans/kmeans_7_4_20000: kmeans/kmeans-gen.py
@mkdir -p $(@D)
kmeans/kmeans-gen.py -n 10000 -s 2023 -r -d ' ' 7 4 > $@
${BUILD_DIR}/kmeans/kmeans_7_6_20000: kmeans/kmeans-gen.py
@mkdir -p $(@D)
kmeans/kmeans-gen.py -n 10000 -s 2023 -r -d ' ' 11 6 > $@
${BUILD_DIR}/kmeans/kmeans_10_3_20000: kmeans/kmeans-gen.py
@mkdir -p $(@D)
kmeans/kmeans-gen.py -n 10000 -s 2023 -r -d ' ' 10 3 > $@
plots: matmul-plots histo-plots
matmul-plots: matmul.R
Rscript $<
histo-plots: histo.R
Rscript $<
clean:
rm -rf ${BUILD_DIR}
rm -rf noarr-structures