#!/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 [ $ret -eq 0 ]; then printf "| | | %16s | %13s | %3s | %3s | %7s | %7s | %7s | %7s | %7s |\n" "$config" "$model" "$n_threads" "$fattn_i" "$encode_time" "$decode_time" "$batchd_time" "$prompt_time" "$commit" fi done