#!/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]\n" if [ -z "$1" ]; then n_threads=4 else n_threads=$1 fi models=( "tiny" "base" "small" "medium" "large" ) printf "\n" printf "Running benchmark for all models\n" printf "This can take a while!\n" printf "\n" cat >&2 << EOF How to interpret these results: - CPU is your CPU model. - OS is your current operating system. - Model is the GGML model being benchmarked. - Threads is the number of threads used. - Total Load is the total amount of CPU time whisper took to load the model. - Real Load is the real amount of time your computer took to load the model. - Total Encode is the total amount of CPU time whisper took to encode the input. If you're using multiple threads, the time spent in each thread will be added together. - Real Encode is the real amount of time your computer took to encode the input. This should be approximately (Total Encode / Threads). If it isn't, you likely have another program making use of the CPU. - Commit is the current git commit. EOF printf "| CPU | OS | Config | Model | Threads | Total Load | Real Load | Total Encode | Real Encode | Commit |\n" printf "| ------- | ------ | ------ | ------- | ------- | ---------- | --------- | ------------ | ----------- | -------- |\n" for model in "${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 "$n_threads" 2>&1) # parse the output: total_load_time=$(echo "$output" | grep "load time" | awk '{print $5}') real_load_time=$(echo "$output" | grep "load time" | awk '{print $8}') total_encode_time=$(echo "$output" | grep "encode time" | awk '{print $5}') real_encode_time=$(echo "$output" | grep "encode time" | awk '{print $8}') system_info=$(echo "$output" | grep "system_info") n_threads=$(echo "$output" | grep "system_info" | awk '{print $4}') # floor to milliseconds total_load_time=${total_load_time%.*} real_load_time=${real_load_time%.*} total_encode_time=${total_encode_time%.*} real_encode_time=${real_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 commit=$(git rev-parse --short HEAD) printf "| | | %-6s | %-7s | %-7s | %-10s | %-9s | %-12s | %-11s | %-8s |\n" \ "$config" \ "$model" \ "$n_threads" \ "$total_load_time" \ "$real_load_time" \ "$total_encode_time" \ "$real_encode_time" \ "$commit" done