mirror of
https://github.com/ggerganov/whisper.cpp.git
synced 2024-11-07 08:34:37 +01:00
115 lines
3.5 KiB
Bash
Executable File
115 lines
3.5 KiB
Bash
Executable File
#!/bin/bash
|
|
|
|
# Helper script to run the bench tool on all models and print the results in share-able format
|
|
|
|
printf "Usage: ./bench.sh [n_threads] [encoder-only] [flash-attn]\n"
|
|
|
|
if [ -z "$1" ]; then
|
|
n_threads=4
|
|
else
|
|
n_threads=$1
|
|
fi
|
|
|
|
encoder_only=0
|
|
if [ -z "$2" ] || [ "$2" -eq 0 ]; then
|
|
encoder_only=0
|
|
else
|
|
encoder_only=$2
|
|
fi
|
|
|
|
fattn=""
|
|
if [ -z "$3" ] || [ "$3" -eq 0 ]; then
|
|
fattn=""
|
|
else
|
|
fattn="-fa"
|
|
fi
|
|
|
|
models=( \
|
|
"tiny" "tiny-q4_0" "tiny-q4_1" "tiny-q5_0" "tiny-q5_1" "tiny-q8_0" \
|
|
"base" "base-q4_0" "base-q4_1" "base-q5_0" "base-q5_1" "base-q8_0" \
|
|
"small" "small-q4_0" "small-q4_1" "small-q5_0" "small-q5_1" "small-q8_0" \
|
|
"medium" "medium-q4_0" "medium-q4_1" "medium-q5_0" "medium-q5_1" "medium-q8_0" "medium-dis" \
|
|
"large-v2" "large-v2-q4_0" "large-v2-q4_1" "large-v2-q5_0" "large-v2-q5_1" "large-v2-q8_0" "large-v2-dis" \
|
|
"large-v3-turbo" "large-v3-turbo-q5_0" "large-v3-turbo-q8_0" \
|
|
)
|
|
|
|
if [ "$encoder_only" -eq 0 ]; then
|
|
printf "\n"
|
|
printf "Running memcpy benchmark\n"
|
|
printf "\n"
|
|
|
|
./bench -w 1 -t $n_threads 2>&1
|
|
|
|
printf "\n"
|
|
printf "Running ggml_mul_mat benchmark with $n_threads threads\n"
|
|
printf "\n"
|
|
|
|
./bench -w 2 -t $n_threads 2>&1
|
|
|
|
printf "\n"
|
|
printf "Running benchmark for all models\n"
|
|
printf "This can take a while!\n"
|
|
printf "\n"
|
|
fi
|
|
|
|
if [ "$fattn" == "-fa" ]; then
|
|
fattn_i=1
|
|
else
|
|
fattn_i=0
|
|
fi
|
|
|
|
printf "| %6s | %6s | %16s | %13s | %3s | %3s | %7s | %7s | %7s | %7s | %7s |\n" "CPU" "OS" "Config" "Model" "Th" "FA" "Enc." "Dec." "Bch5" "PP" "Commit"
|
|
printf "| %6s | %6s | %16s | %13s | %3s | %3s | %7s | %7s | %7s | %7s | %7s |\n" "---" "---" "---" "---" "---" "---" "---" "---" "---" "---" "---"
|
|
|
|
for model in "${models[@]}"; do
|
|
# actual run
|
|
# store stderr output in a variable in order to parse it later
|
|
output=$(./bench -m ./models/ggml-$model.bin -t $n_threads $fattn 2>&1)
|
|
ret=$?
|
|
|
|
# parse the output:
|
|
encode_time=$(echo "$output" | grep "encode time" | awk '{print $11}')
|
|
decode_time=$(echo "$output" | grep "decode time" | awk '{print $11}')
|
|
batchd_time=$(echo "$output" | grep "batchd time" | awk '{print $11}')
|
|
prompt_time=$(echo "$output" | grep "prompt time" | awk '{print $11}')
|
|
system_info=$(echo "$output" | grep "system_info")
|
|
n_threads=$(echo "$output" | grep "system_info" | awk '{print $4}')
|
|
|
|
# floor to milliseconds
|
|
#encode_time=${encode_time%.*}
|
|
#decode_time=${decode_time%.*}
|
|
#prompt_time=${prompt_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
|
|
|
|
if [[ $system_info == *"CUDA = 1"* ]]; then
|
|
config="$config CUDA"
|
|
fi
|
|
|
|
if [[ $system_info == *"METAL = 1"* ]]; then
|
|
config="$config METAL"
|
|
fi
|
|
|
|
commit=$(git rev-parse --short HEAD)
|
|
|
|
if [ $ret -eq 0 ]; then
|
|
printf "| <todo> | <todo> | %16s | %13s | %3s | %3s | %7s | %7s | %7s | %7s | %7s |\n" "$config" "$model" "$n_threads" "$fattn_i" "$encode_time" "$decode_time" "$batchd_time" "$prompt_time" "$commit"
|
|
fi
|
|
done
|