whisper.cpp/extra/bench-all.sh

93 lines
2.4 KiB
Bash
Raw Normal View History

#!/bin/bash
# Helper script to run the bench tool on all models and print the results in share-able format
2023-05-01 13:44:39 +02:00
printf "Usage: ./bench.sh [n_threads] [encoder-only]\n"
if [ -z "$1" ]; then
n_threads=4
else
n_threads=$1
fi
2023-05-01 13:44:39 +02:00
encoder_only=0
if [ -z "$2" ]; then
encoder_only=0
else
encoder_only=$2
fi
2023-05-01 13:44:39 +02:00
models=( \
"tiny" "tiny-q5_0" "tiny-q5_1" "tiny-q8_0" \
"base" "base-q5_0" "base-q5_1" "base-q8_0" \
"small" "small-q5_0" "small-q5_1" "small-q8_0" \
"medium" "medium-q5_0" "medium-q5_1" "medium-q8_0" \
"large" "large-q5_0" "large-q5_1" "large-q8_0" \
)
2023-05-01 13:44:39 +02:00
if [ "$encoder_only" -eq 0 ]; then
printf "\n"
printf "Running memcpy benchmark\n"
printf "\n"
2023-05-01 13:44:39 +02:00
./bench -w 1 -t $n_threads 2>&1
2023-05-01 13:44:39 +02:00
printf "\n"
printf "Running ggml_mul_mat benchmark with $n_threads threads\n"
printf "\n"
2023-05-01 13:44:39 +02:00
./bench -w 2 -t $n_threads 2>&1
printf "\n"
printf "Running benchmark for all models\n"
printf "This can take a while!\n"
printf "\n"
fi
printf "| CPU | OS | Config | Model | Th | Load | Enc. | Commit |\n"
printf "| --- | -- | ------ | ----- | -- | ---- | ---- | ------ |\n"
for model in "${models[@]}"; do
# run once to heat-up the cache
./bench -m ./models/ggml-$model.bin -t $n_threads 2>/dev/null 1>/dev/null
# actual run
# store stderr output in a variable in order to parse it later
output=$(./bench -m ./models/ggml-$model.bin -t $n_threads 2>&1)
2023-05-01 13:44:39 +02:00
ret=$?
# parse the output:
load_time=$(echo "$output" | grep "load time" | awk '{print $5}')
encode_time=$(echo "$output" | grep "encode time" | awk '{print $5}')
system_info=$(echo "$output" | grep "system_info")
n_threads=$(echo "$output" | grep "system_info" | awk '{print $4}')
# floor to milliseconds
load_time=${load_time%.*}
encode_time=${encode_time%.*}
config=""
if [[ $system_info == *"AVX2 = 1"* ]]; then
config="$config AVX2"
fi
if [[ $system_info == *"NEON = 1"* ]]; then
config="$config NEON"
fi
if [[ $system_info == *"BLAS = 1"* ]]; then
config="$config BLAS"
fi
if [[ $system_info == *"COREML = 1"* ]]; then
config="$config COREML"
fi
commit=$(git rev-parse --short HEAD)
2023-05-01 13:44:39 +02:00
if [ $ret -eq 0 ]; then
printf "| <todo> | <todo> | $config | $model | $n_threads | $load_time | $encode_time | $commit |\n"
fi
done