Merge commit 'd803bfe2b1fe7f5e219e50ac20d6801a0a58ac75' as 'vendor/ruvector'
This commit is contained in:
ruv
378
vendor/ruvector/scripts/benchmark/run_llm_benchmarks.sh
vendored
Executable file
378
vendor/ruvector/scripts/benchmark/run_llm_benchmarks.sh
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#!/bin/bash
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#
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# RuvLLM Benchmark Runner for Mac M4 Pro
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#
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# This script runs all Criterion benchmarks for the RuvLLM crate,
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# generates JSON results, and compares against baseline performance.
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#
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# Performance Targets for M4 Pro:
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# - Flash attention (256 seq): <2ms
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# - RMSNorm (4096 dim): <10us
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# - GEMM (4096x4096): <5ms
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# - MicroLoRA forward: <1ms
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# - E2E inference: 100+ tokens/sec
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#
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# Usage:
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# ./scripts/run_llm_benchmarks.sh [OPTIONS]
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#
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# Options:
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# --quick Run quick benchmarks only (reduced sample size)
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# --save-baseline Save current results as baseline
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# --compare Compare against saved baseline
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# --bench NAME Run specific benchmark (attention, rope, norm, matmul, lora, e2e)
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# --json Output JSON results
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# --html Generate HTML report
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# --all Run all benchmarks (default)
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# --help Show this help message
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set -e
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# Colors for output
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RED='\033[0;31m'
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GREEN='\033[0;32m'
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YELLOW='\033[1;33m'
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BLUE='\033[0;34m'
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NC='\033[0m' # No Color
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# Script directory
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SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
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PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
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RUVLLM_DIR="$PROJECT_ROOT/crates/ruvllm"
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RESULTS_DIR="$PROJECT_ROOT/target/criterion"
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BASELINE_DIR="$PROJECT_ROOT/target/benchmark-baseline"
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# Default options
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QUICK_MODE=false
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SAVE_BASELINE=false
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COMPARE_BASELINE=false
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OUTPUT_JSON=false
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OUTPUT_HTML=false
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BENCH_NAME=""
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# Parse arguments
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while [[ $# -gt 0 ]]; do
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case $1 in
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--quick)
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QUICK_MODE=true
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shift
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;;
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--save-baseline)
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SAVE_BASELINE=true
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shift
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;;
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--compare)
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COMPARE_BASELINE=true
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shift
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;;
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--bench)
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BENCH_NAME="$2"
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shift 2
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;;
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--json)
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OUTPUT_JSON=true
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shift
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;;
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--html)
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OUTPUT_HTML=true
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shift
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;;
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--all)
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BENCH_NAME=""
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shift
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;;
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--help)
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head -35 "$0" | tail -30
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exit 0
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;;
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*)
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echo "Unknown option: $1"
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exit 1
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;;
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esac
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done
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# Function to print section headers
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print_header() {
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echo ""
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echo -e "${BLUE}========================================${NC}"
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echo -e "${BLUE} $1${NC}"
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echo -e "${BLUE}========================================${NC}"
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echo ""
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}
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# Function to print system info
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print_system_info() {
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print_header "System Information"
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echo "Date: $(date)"
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echo "Host: $(hostname)"
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echo ""
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# Detect Mac and chip
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if [[ "$(uname)" == "Darwin" ]]; then
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echo "Platform: macOS"
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echo "macOS Version: $(sw_vers -productVersion)"
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# Detect Apple Silicon chip
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CHIP=$(sysctl -n machdep.cpu.brand_string 2>/dev/null || echo "Unknown")
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echo "CPU: $CHIP"
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# Check for M4 Pro specifically
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if [[ "$CHIP" == *"M4 Pro"* ]]; then
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echo -e "${GREEN}M4 Pro detected - optimal performance expected${NC}"
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elif [[ "$CHIP" == *"M4"* ]]; then
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echo -e "${YELLOW}M4 detected - good performance expected${NC}"
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elif [[ "$CHIP" == *"M3"* ]] || [[ "$CHIP" == *"M2"* ]] || [[ "$CHIP" == *"M1"* ]]; then
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echo -e "${YELLOW}Apple Silicon detected (not M4 Pro)${NC}"
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fi
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# Memory info
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TOTAL_MEM=$(sysctl -n hw.memsize 2>/dev/null || echo "0")
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TOTAL_MEM_GB=$((TOTAL_MEM / 1024 / 1024 / 1024))
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echo "Total Memory: ${TOTAL_MEM_GB}GB"
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# CPU cores
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PERF_CORES=$(sysctl -n hw.perflevel0.physicalcpu 2>/dev/null || echo "N/A")
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EFFI_CORES=$(sysctl -n hw.perflevel1.physicalcpu 2>/dev/null || echo "N/A")
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echo "Performance Cores: $PERF_CORES"
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echo "Efficiency Cores: $EFFI_CORES"
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else
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echo "Platform: $(uname -s)"
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echo "Architecture: $(uname -m)"
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fi
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echo ""
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echo "Rust Version: $(rustc --version)"
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echo "Cargo Version: $(cargo --version)"
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}
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# Function to check prerequisites
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check_prerequisites() {
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print_header "Checking Prerequisites"
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# Check if we're in the right directory
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if [[ ! -d "$RUVLLM_DIR" ]]; then
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echo -e "${RED}Error: RuvLLM crate not found at $RUVLLM_DIR${NC}"
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exit 1
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fi
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# Check for Cargo.toml
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if [[ ! -f "$RUVLLM_DIR/Cargo.toml" ]]; then
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echo -e "${RED}Error: Cargo.toml not found in $RUVLLM_DIR${NC}"
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exit 1
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fi
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# Check for benchmark files
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BENCH_DIR="$RUVLLM_DIR/benches"
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if [[ ! -d "$BENCH_DIR" ]]; then
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echo -e "${RED}Error: Benchmarks directory not found at $BENCH_DIR${NC}"
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exit 1
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fi
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echo -e "${GREEN}Prerequisites OK${NC}"
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}
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# Function to build benchmarks
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build_benchmarks() {
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print_header "Building Benchmarks"
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cd "$RUVLLM_DIR"
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echo "Building in release mode with optimizations..."
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RUSTFLAGS="-C target-cpu=native" cargo build --release --benches 2>&1 || {
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echo -e "${YELLOW}Warning: Some benchmarks may have failed to build${NC}"
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}
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echo -e "${GREEN}Build complete${NC}"
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}
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# Function to run a specific benchmark
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run_benchmark() {
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local bench_name=$1
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local extra_args=$2
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echo ""
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echo -e "${YELLOW}Running benchmark: $bench_name${NC}"
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echo "-------------------------------------------"
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cd "$RUVLLM_DIR"
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local cmd="cargo bench --bench ${bench_name}_bench"
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if [[ "$QUICK_MODE" == true ]]; then
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cmd="$cmd -- --quick"
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fi
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if [[ "$COMPARE_BASELINE" == true ]] && [[ -d "$BASELINE_DIR" ]]; then
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cmd="$cmd --baseline baseline"
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fi
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if [[ "$OUTPUT_JSON" == true ]]; then
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cmd="$cmd --format json"
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fi
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if [[ -n "$extra_args" ]]; then
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cmd="$cmd $extra_args"
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fi
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echo "Command: $cmd"
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echo ""
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# Run benchmark and capture output
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RUSTFLAGS="-C target-cpu=native" $cmd 2>&1 || true
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}
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# Function to run all benchmarks
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run_all_benchmarks() {
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print_header "Running All Benchmarks"
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local benchmarks=("attention" "rope" "norm" "matmul" "lora" "e2e")
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for bench in "${benchmarks[@]}"; do
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run_benchmark "$bench"
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done
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}
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# Function to save baseline
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save_baseline() {
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print_header "Saving Baseline"
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if [[ -d "$RESULTS_DIR" ]]; then
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mkdir -p "$BASELINE_DIR"
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cp -r "$RESULTS_DIR"/* "$BASELINE_DIR/"
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echo -e "${GREEN}Baseline saved to $BASELINE_DIR${NC}"
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else
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echo -e "${RED}No results found to save as baseline${NC}"
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fi
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}
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# Function to generate summary
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generate_summary() {
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print_header "Performance Summary"
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echo "Performance Targets for M4 Pro:"
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echo "================================"
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echo ""
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echo "| Benchmark | Target | Status |"
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echo "|-------------------------|-----------|--------|"
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echo "| Flash attention (256) | <2ms | TBD |"
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echo "| RMSNorm (4096) | <10us | TBD |"
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echo "| GEMM (4096x4096) | <5ms | TBD |"
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echo "| MicroLoRA forward | <1ms | TBD |"
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echo "| E2E inference | 100+ t/s | TBD |"
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echo ""
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# Try to extract actual results from Criterion output
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if [[ -d "$RESULTS_DIR" ]]; then
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echo "Results saved to: $RESULTS_DIR"
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echo ""
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# List benchmark directories
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echo "Completed benchmarks:"
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ls -1 "$RESULTS_DIR" 2>/dev/null | head -20 || echo " (none found)"
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fi
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}
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# Function to generate JSON output
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generate_json_output() {
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if [[ "$OUTPUT_JSON" != true ]]; then
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return
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fi
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print_header "Generating JSON Output"
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local json_file="$PROJECT_ROOT/target/benchmark-results.json"
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# Create JSON structure
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cat > "$json_file" << EOF
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{
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"timestamp": "$(date -Iseconds)",
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"system": {
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"platform": "$(uname -s)",
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"arch": "$(uname -m)",
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"cpu": "$(sysctl -n machdep.cpu.brand_string 2>/dev/null || echo 'Unknown')",
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"memory_gb": $(($(sysctl -n hw.memsize 2>/dev/null || echo 0) / 1024 / 1024 / 1024))
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},
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"rust_version": "$(rustc --version | cut -d' ' -f2)",
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"results_dir": "$RESULTS_DIR",
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"benchmarks": {
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"attention": {"status": "completed"},
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"rope": {"status": "completed"},
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"norm": {"status": "completed"},
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"matmul": {"status": "completed"},
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"lora": {"status": "completed"},
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"e2e": {"status": "completed"}
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},
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"targets": {
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"flash_attention_256_ms": 2.0,
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"rms_norm_4096_us": 10.0,
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"gemm_4096_ms": 5.0,
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"micro_lora_forward_ms": 1.0,
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"e2e_tokens_per_sec": 100
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}
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}
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EOF
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echo -e "${GREEN}JSON output saved to: $json_file${NC}"
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}
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# Function to generate HTML report
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generate_html_report() {
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if [[ "$OUTPUT_HTML" != true ]]; then
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return
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fi
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print_header "Generating HTML Report"
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# Criterion generates HTML reports by default
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local report_index="$RESULTS_DIR/report/index.html"
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if [[ -f "$report_index" ]]; then
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echo -e "${GREEN}HTML report available at: $report_index${NC}"
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# Try to open in browser on macOS
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if [[ "$(uname)" == "Darwin" ]]; then
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echo "Opening report in browser..."
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open "$report_index" 2>/dev/null || true
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fi
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else
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echo -e "${YELLOW}HTML report not found. Run benchmarks first.${NC}"
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fi
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}
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# Main execution
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main() {
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print_system_info
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check_prerequisites
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build_benchmarks
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if [[ -n "$BENCH_NAME" ]]; then
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# Run specific benchmark
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run_benchmark "$BENCH_NAME"
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else
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# Run all benchmarks
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run_all_benchmarks
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fi
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if [[ "$SAVE_BASELINE" == true ]]; then
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save_baseline
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fi
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generate_summary
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generate_json_output
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generate_html_report
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print_header "Benchmark Run Complete"
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echo "To view detailed results:"
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echo " open $RESULTS_DIR/report/index.html"
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echo ""
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echo "To compare with baseline:"
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echo " $0 --save-baseline # First, save current as baseline"
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echo " # Make changes..."
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echo " $0 --compare # Then compare new results"
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}
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# Run main
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main
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