2022-10-26 20:19:58 +00:00
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#!/bin/bash
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# Helper script to run the bench tool on all models and print the results in share-able format
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printf "Usage: ./bench.sh [n_threads]\n"
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if [ -z "$1" ]; then
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n_threads=4
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else
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n_threads=$1
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fi
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models=( "tiny" "base" "small" "medium" "large" )
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2023-01-18 18:31:46 +00:00
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printf "\n"
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printf "Running memcpy benchmark with 1 thread\n"
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printf "\n"
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./bench -w 1 -t 1 2>&1
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printf "\n"
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2023-01-18 19:39:32 +00:00
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printf "Running ggml_mul_mat benchmark with $n_threads threads\n"
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2023-01-18 18:31:46 +00:00
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printf "\n"
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./bench -w 2 -t $n_threads 2>&1
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2022-10-26 20:19:58 +00:00
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printf "\n"
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printf "Running benchmark for all models\n"
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printf "This can take a while!\n"
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printf "\n"
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2022-12-11 09:56:13 +00:00
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printf "| CPU | OS | Config | Model | Th | Load | Enc. | Commit |\n"
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printf "| --- | -- | ------ | ----- | -- | ---- | ---- | ------ |\n"
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2022-10-26 20:19:58 +00:00
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for model in "${models[@]}"; do
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# run once to heat-up the cache
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./bench -m ./models/ggml-$model.bin -t $n_threads 2>/dev/null 1>/dev/null
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# actual run
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# store stderr output in a variable in order to parse it later
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output=$(./bench -m ./models/ggml-$model.bin -t $n_threads 2>&1)
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# parse the output:
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load_time=$(echo "$output" | grep "load time" | awk '{print $5}')
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encode_time=$(echo "$output" | grep "encode time" | awk '{print $5}')
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system_info=$(echo "$output" | grep "system_info")
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n_threads=$(echo "$output" | grep "system_info" | awk '{print $4}')
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2022-12-11 09:56:13 +00:00
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# floor to milliseconds
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load_time=${load_time%.*}
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encode_time=${encode_time%.*}
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2022-10-26 20:19:58 +00:00
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config=""
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if [[ $system_info == *"AVX2 = 1"* ]]; then
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config="$config AVX2"
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fi
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if [[ $system_info == *"NEON = 1"* ]]; then
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config="$config NEON"
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fi
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if [[ $system_info == *"BLAS = 1"* ]]; then
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config="$config BLAS"
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fi
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2022-12-06 16:47:48 +00:00
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commit=$(git rev-parse --short HEAD)
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printf "| <todo> | <todo> | $config | $model | $n_threads | $load_time | $encode_time | $commit |\n"
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2022-10-26 20:19:58 +00:00
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done
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