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Makefile
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# choose your compiler, e.g. gcc/clang
# example override to clang: make run CC=clang
CC = gcc
# the most basic way of building that is most likely to work on most systems
.PHONY: run
run: run.c
$(CC) -O3 -o run run.c -lm
# useful for a debug build, can then e.g. analyze with valgrind, example:
# $ valgrind --leak-check=full ./run out/model.bin 1.0 3
rundebug: run.c
$(CC) -g -o run run.c -lm
# https://gcc.gnu.org/onlinedocs/gcc/Optimize-Options.html
# https://simonbyrne.github.io/notes/fastmath/
# -Ofast enables all -O3 optimizations.
# Disregards strict standards compliance.
# It also enables optimizations that are not valid for all standard-compliant programs.
# It turns on -ffast-math, -fallow-store-data-races and the Fortran-specific
# -fstack-arrays, unless -fmax-stack-var-size is specified, and -fno-protect-parens.
# It turns off -fsemantic-interposition.
# In our specific application this is *probably* okay to use
.PHONY: runfast
runfast: run.c
$(CC) -Ofast -o run run.c -lm
# additionally compiles with OpenMP, allowing multithreaded runs
# make sure to also enable multiple threads when running, e.g.:
# OMP_NUM_THREADS=4 ./run out/model.bin
.PHONY: runomp
runomp: run.c
$(CC) -Ofast -fopenmp -march=native run.c -lm -o run
.PHONY: win64
win64:
x86_64-w64-mingw32-gcc-win32 -Ofast -D_WIN32 -o run.exe -I. run.c win.c
# compiles with gnu99 standard flags for amazon linux, coreos, etc. compatibility
.PHONY: rungnu
rungnu:
$(CC) -Ofast -std=gnu11 -o run run.c -lm
.PHONY: runompgnu
runompgnu:
$(CC) -Ofast -fopenmp -std=gnu11 run.c -lm -o run
# includes model & tokenizer
.PHONY: emscripten
emscripten: run.c
emcc -O3 run.c \
-o web/src/llama2.js \
-s EXPORTED_FUNCTIONS='["_main", "_main_loop", "_malloc", "_free", "_register_callback", "_set_parameters", "_generate", "_manual_start", "_manual_next", "_get_vocab", "_get_vocab_size"]' \
-s EXPORTED_RUNTIME_METHODS='["ccall", "addFunction", "UTF8ToString"]' \
-s ALLOW_MEMORY_GROWTH=1 \
-s ALLOW_TABLE_GROWTH=1 \
-s MODULARIZE \
-s EXPORT_NAME='Llama2' \
--preload-file model.bin \
--preload-file tokenizer.bin
# includes tokenizer only, model loaded from URL
.PHONY: emscripten-small
emscripten-small: run.c
emcc -O3 run.c \
-o web/src/llama2.js \
-s EXPORTED_FUNCTIONS='["_main", "_main_loop", "_malloc", "_free", "_register_callback", "_set_parameters", "_generate", "_manual_start", "_manual_next", "_get_vocab", "_get_vocab_size"]' \
-s EXPORTED_RUNTIME_METHODS='["ccall", "addFunction", "UTF8ToString"]' \
-s ALLOW_MEMORY_GROWTH=1 \
-s ALLOW_TABLE_GROWTH=1 \
-s MODULARIZE \
-s EXPORT_NAME='Llama2' \
--preload-file tokenizer.bin
# model & tokenizer loaded from URL
.PHONY: emscripten-min
emscripten-min: run.c
emcc -O3 run.c \
-o web/src/llama2.js \
-s EXPORTED_FUNCTIONS='["_main", "_main_loop", "_malloc", "_free", "_register_callback", "_set_parameters", "_generate", "_manual_start", "_manual_next", "_get_vocab", "_get_vocab_size"]' \
-s EXPORTED_RUNTIME_METHODS='["ccall", "addFunction", "UTF8ToString"]' \
-s ALLOW_MEMORY_GROWTH=1 \
-s ALLOW_TABLE_GROWTH=1 \
-s MODULARIZE \
-s EXPORT_NAME='Llama2'
.PHONY: clean
clean:
rm -f run