From 7e6f0e14f1071b3443d53bed1214de0e9fb9567c Mon Sep 17 00:00:00 2001 From: deva100 Date: Thu, 22 Jan 2026 06:33:03 +0000 Subject: [PATCH] [modify] update README; [feat] some test script in utils --- README.md | 8 +- assets/intel_performance.jpg | Bin 361493 -> 0 bytes assets/m2_performance.jpg | Bin 244042 -> 0 bytes assets/performance.png | Bin 0 -> 660955 bytes demo_benchmark.sh | 130 ------ run_paper_benchmarks.sh | 720 -------------------------------- setup_env.py | 6 +- test_benchmark_setup.sh | 160 ------- utils/build_test_gemm_kernel.sh | 76 ++++ utils/convert-helper-bitnet.py | 12 +- utils/quantize_embeddings.py | 473 +++++++++++++++++++++ utils/test_gemm_kernel.cpp | 274 ++++++++++++ utils/test_parallel_strategy.sh | 277 ++++++++++++ utils/test_perplexity.py | 608 +++++++++++++++++++++++++++ utils/test_typical_shapes.sh | 120 ++++++ utils/tune_gemm_config.py | 405 ++++++++++++++++++ 16 files changed, 2246 insertions(+), 1023 deletions(-) delete mode 100644 assets/intel_performance.jpg delete mode 100644 assets/m2_performance.jpg create mode 100644 assets/performance.png delete mode 100755 demo_benchmark.sh delete mode 100755 run_paper_benchmarks.sh delete mode 100755 test_benchmark_setup.sh create mode 100755 utils/build_test_gemm_kernel.sh create mode 100644 utils/quantize_embeddings.py create mode 100644 utils/test_gemm_kernel.cpp create mode 100755 utils/test_parallel_strategy.sh create mode 100644 utils/test_perplexity.py create mode 100755 utils/test_typical_shapes.sh create mode 100644 utils/tune_gemm_config.py diff --git a/README.md b/README.md index 4318061..bfb09a6 100644 --- a/README.md +++ b/README.md @@ -10,10 +10,10 @@ bitnet.cpp is the official inference framework for 1-bit LLMs (e.g., BitNet b1.5 The first release of bitnet.cpp is to support inference on CPUs. bitnet.cpp achieves speedups of **1.37x** to **5.07x** on ARM CPUs, with larger models experiencing greater performance gains. Additionally, it reduces energy consumption by **55.4%** to **70.0%**, further boosting overall efficiency. On x86 CPUs, speedups range from **2.37x** to **6.17x** with energy reductions between **71.9%** to **82.2%**. Furthermore, bitnet.cpp can run a 100B BitNet b1.58 model on a single CPU, achieving speeds comparable to human reading (5-7 tokens per second), significantly enhancing the potential for running LLMs on local devices. Please refer to the [technical report](https://arxiv.org/abs/2410.16144) for more details. -m2_performance -m2_performance +**Latest optimization** introduces parallel kernel implementations with configurable tiling and embedding quantization support, achieving **1.5x to 2.1x** additional speedup over the original implementation across different hardware platforms and workloads. For detailed technical information, see the [optimization guide](src/README.md). + +performance_comparison ->The tested models are dummy setups used in a research context to demonstrate the inference performance of bitnet.cpp. ## Demo @@ -214,7 +214,7 @@ optional arguments: Directory to save the logging info --quant-type {i2_s,tl1}, -q {i2_s,tl1} Quantization type - --quant-embd Quantize the embeddings to q6_k + --quant-embd Quantize the embeddings to f16 --use-pretuned, -p Use the pretuned kernel parameters ## Usage diff --git a/assets/intel_performance.jpg b/assets/intel_performance.jpg deleted file mode 100644 index 38a1bcf5c33f033d67b47710a29ab9665baa7281..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 361493 zcmeFZbx>Pf*FK!K(3Tb{P@s5$;O-80@u0;W3c(?`TZLi;0t5}(7Iz2)hqhP}++7L; zC~n2=A5)cyBw({@}NU5zGn-bL3H!$?{f+fKbBfyWT zHKXGb%yK$WGJ3;6N#|AX}3^+^KyGmYahUWR5E!*r6BbrVh_EZy+qpHc95 zUqIxnA^4zitXM6|&`k%X1law_MlrHo;wHLv2{(G{8J3VK>EKZYGmBV~cw&N@o>6Ft 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ziah`HPzWdLf2DPx=je5R@y{=Ht;9bI@&D991b2Ko?d%<&9iOZdq9h${eXSb{Hh%p- E0J1;5<^TWy literal 0 HcmV?d00001 diff --git a/demo_benchmark.sh b/demo_benchmark.sh deleted file mode 100755 index dad999b..0000000 --- a/demo_benchmark.sh +++ /dev/null @@ -1,130 +0,0 @@ -#!/bin/bash - -################################################################################ -# Quick Demo of Benchmark Automation -# This runs a subset of benchmarks to verify the script works -################################################################################ - -set -euo pipefail - -GREEN='\033[0;32m' -BLUE='\033[0;34m' -NC='\033[0m' - -STATS_DIR="stats/demo_$(date +%Y%m%d_%H%M%S)" -mkdir -p "${STATS_DIR}" - -echo -e "${BLUE}========================================${NC}" -echo -e "${BLUE}Quick Benchmark Demo (< 2 mins)${NC}" -echo -e "${BLUE}========================================${NC}" -echo "" -echo "Output directory: ${STATS_DIR}" -echo "" - -# Test 1: Machine info -echo -e "${GREEN}[1/3] Collecting machine info...${NC}" -{ - echo "=== Machine Information ===" - echo "Architecture: $(uname -m)" - echo "CPU cores: $(nproc)" - echo "Timestamp: $(date)" - echo "" - lscpu | head -20 -} | tee "${STATS_DIR}/machine_info.txt" -echo "" - -# Test 2: Quick benchmark test -echo -e "${GREEN}[2/2] Running quick benchmark (single thread, minimal tokens)...${NC}" -if [[ -f "build/bin/llama-bench" ]] && [[ -f "models/BitNet-b1.58-2B-4T/ggml-model-i2_s_embed_q6_k.gguf" ]]; then - ./build/bin/llama-bench \ - -m models/BitNet-b1.58-2B-4T/ggml-model-i2_s_embed_q6_k.gguf \ - -p 32 -n 32 -t 1 -ngl 0 \ - 2>&1 | tee "${STATS_DIR}/bench_quick.txt" - - # Parse results - { - echo "# Quick Benchmark Results" - echo "" - echo "| Threads | Test | Tokens/sec |" - echo "|---------|------|------------|" - - awk -F '|' ' - /bitnet.*pp128/ || /bitnet.*tg128/ { - gsub(/^[[:space:]]+|[[:space:]]+$/, "", $6); - gsub(/^[[:space:]]+|[[:space:]]+$/, "", $7); - gsub(/^[[:space:]]+|[[:space:]]+$/, "", $8); - split($8, perf, "±"); - printf "| %7s | %4s | %10s |\n", $6, $7, perf[1]; - } - ' "${STATS_DIR}/bench_quick.txt" - } > "${STATS_DIR}/bench_results.md" - - echo "" - echo -e "${GREEN}Results saved to: ${STATS_DIR}/bench_results.md${NC}" - cat "${STATS_DIR}/bench_results.md" -else - echo "Skipping benchmark (model or binary not found)" -fi -echo "" - -# Test 3: Quick PPL test (using simplified dataset) -echo -e "${GREEN}[3/3] Running quick PPL test (wiki.simple, 1 embed type)...${NC}" - -# Create simplified dataset if needed (first 100 lines for quick demo) -if [[ -f "data/wikitext-2-raw/wiki.test.raw" ]]; then - echo "Creating simplified dataset (100 lines)..." - head -100 data/wikitext-2-raw/wiki.test.raw > data/wikitext-2-raw/wiki.simple.raw -fi - -if [[ -f "build/bin/llama-perplexity" ]] && [[ -f "data/wikitext-2-raw/wiki.simple.raw" ]]; then - { - echo "# Quick PPL Test (Simplified Dataset)" - echo "" - echo "| Embed Type | Dataset | PPL |" - echo "|------------|---------|-----|" - - # Test only one embed type with simplified dataset for speed - embed="q6_k" - model="models/BitNet-b1.58-2B-4T/ggml-model-i2_s_embed_${embed}.gguf" - if [[ -f "$model" ]]; then - echo "Testing: $embed on wiki.simple..." - output=$(./build/bin/llama-perplexity \ - -m "$model" \ - -f data/wikitext-2-raw/wiki.simple.raw \ - -t 4 -ngl 0 2>&1 || true) - - ppl=$(echo "$output" | awk ' - /Final estimate/ && /PPL/ { - if (match($0, /PPL[[:space:]]*=[[:space:]]*([0-9]+(\.[0-9]+)?)/, m)) { - print m[1]; - exit; - } - } - ') - - if [[ -n "$ppl" ]]; then - echo "| $embed | wiki.simple | $ppl |" - else - echo "| $embed | wiki.simple | N/A |" - fi - fi - } | tee "${STATS_DIR}/ppl_quick.md" - - echo "" - echo -e "${GREEN}Results saved to: ${STATS_DIR}/ppl_quick.md${NC}" - cat "${STATS_DIR}/ppl_quick.md" -else - echo "Skipping PPL test (binary or simplified dataset not found)" - echo "Note: Full PPL test available in: ./run_paper_benchmarks.sh" -fi -echo "" - -echo -e "${BLUE}========================================${NC}" -echo -e "${GREEN}Demo completed! (Fast mode - PPL skipped)${NC}" -echo -e "${BLUE}========================================${NC}" -echo "" -echo "All results in: ${STATS_DIR}/" -echo "" -echo "To run the full automation script:" -echo " ./run_paper_benchmarks.sh" -echo "" diff --git a/run_paper_benchmarks.sh b/run_paper_benchmarks.sh deleted file mode 100755 index 975ddde..0000000 --- a/run_paper_benchmarks.sh +++ /dev/null @@ -1,720 +0,0 @@ -#!/bin/bash - -################################################################################ -# Paper Benchmark Automation Script -# This script automates all experiments needed for the paper on both Intel and ARM -################################################################################ - -set -euo pipefail - -# Color codes for output -RED='\033[0;31m' -GREEN='\033[0;32m' -YELLOW='\033[1;33m' -BLUE='\033[0;34m' -NC='\033[0m' # No Color - -# Configuration -STATS_DIR="stats" -MODEL_NAME="BitNet-b1.58-2B-4T" -MODEL_DIR="models/${MODEL_NAME}" -HF_REPO="microsoft/${MODEL_NAME}" -TIMESTAMP=$(date +"%Y%m%d_%H%M%S") -MACHINE_INFO_FILE="${STATS_DIR}/machine_info_${TIMESTAMP}.txt" -BENCH_RESULTS_FILE="${STATS_DIR}/bench_results_${TIMESTAMP}.md" -BENCH_RAW_FILE="${STATS_DIR}/bench_raw_${TIMESTAMP}.txt" -PPL_RESULTS_FILE="${STATS_DIR}/ppl_results_${TIMESTAMP}.md" -PPL_CSV_FILE="${STATS_DIR}/ppl_results_${TIMESTAMP}.csv" - -# Create stats directory if not exists -mkdir -p "${STATS_DIR}" - -################################################################################ -# Helper Functions -################################################################################ - -log_info() { - echo -e "${BLUE}[INFO]${NC} $1" -} - -log_success() { - echo -e "${GREEN}[SUCCESS]${NC} $1" -} - -log_warning() { - echo -e "${YELLOW}[WARNING]${NC} $1" -} - -log_error() { - echo -e "${RED}[ERROR]${NC} $1" -} - -section_header() { - echo "" - echo "================================================================================" - echo -e "${GREEN}$1${NC}" - echo "================================================================================" -} - -################################################################################ -# Step 1: Machine Information and Environment Setup -################################################################################ - -step1_machine_info() { - section_header "STEP 1: Machine Information and Environment Setup" - - log_info "Collecting machine information..." - - { - echo "================================" - echo "Machine Information" - echo "================================" - echo "Timestamp: $(date)" - echo "" - - echo "--- System Architecture ---" - uname -a - echo "" - - echo "--- CPU Information ---" - if command -v lscpu &> /dev/null; then - lscpu - elif [[ -f /proc/cpuinfo ]]; then - cat /proc/cpuinfo - else - log_warning "Could not get CPU information" - fi - echo "" - - echo "--- CPU Cores ---" - NPROC=$(nproc 2>/dev/null || sysctl -n hw.ncpu 2>/dev/null || echo "unknown") - echo "Number of CPU cores: ${NPROC}" - echo "" - - echo "--- Memory Information ---" - if command -v free &> /dev/null; then - free -h - elif command -v vm_stat &> /dev/null; then - vm_stat - else - log_warning "Could not get memory information" - fi - echo "" - - echo "--- Architecture Detection ---" - ARCH=$(uname -m) - echo "Architecture: ${ARCH}" - if [[ "${ARCH}" == "x86_64" ]]; then - echo "Platform: Intel/AMD x86_64" - elif [[ "${ARCH}" == "aarch64" ]] || [[ "${ARCH}" == "arm64" ]]; then - echo "Platform: ARM64" - else - echo "Platform: Other (${ARCH})" - fi - echo "" - - echo "--- Compiler Information ---" - if command -v clang &> /dev/null; then - clang --version - fi - if command -v gcc &> /dev/null; then - gcc --version - fi - if command -v cmake &> /dev/null; then - cmake --version - fi - echo "" - - echo "--- Python Environment ---" - python --version || python3 --version - if command -v conda &> /dev/null; then - conda --version - echo "Active conda environment: ${CONDA_DEFAULT_ENV:-none}" - fi - echo "" - - } | tee "${MACHINE_INFO_FILE}" - - log_success "Machine information saved to: ${MACHINE_INFO_FILE}" - - # Install dependencies according to README - log_info "Installing Python dependencies..." - if [[ -f requirements.txt ]]; then - pip install -r requirements.txt - log_success "Python dependencies installed" - else - log_warning "requirements.txt not found, skipping dependency installation" - fi -} - -################################################################################ -# Step 2: Build Project -################################################################################ - -step2_build() { - section_header "STEP 2: Building Project" - - log_info "Configuring CMake..." - cmake -B build -DCMAKE_BUILD_TYPE=Release - - log_info "Building project..." - cmake --build build --config Release - - log_success "Build completed successfully" -} - -################################################################################ -# Step 3: Download and Convert Model -################################################################################ - -step3_download_convert() { - section_header "STEP 3: Download and Convert Model" - - if [[ -d "${MODEL_DIR}" ]] && [[ -f "${MODEL_DIR}/ggml-model-f32.gguf" ]]; then - log_warning "Model directory already exists and contains f32 model, skipping download" - read -p "Do you want to re-download and convert? (y/N): " -n 1 -r - echo - if [[ ! $REPLY =~ ^[Yy]$ ]]; then - return - fi - fi - - # Create model directory - mkdir -p "${MODEL_DIR}" - - # Download from HuggingFace - log_info "Downloading model from HuggingFace: ${HF_REPO}" - if command -v huggingface-cli &> /dev/null; then - huggingface-cli download "${HF_REPO}" --local-dir "${MODEL_DIR}" - else - log_error "huggingface-cli not found. Please install it with: pip install huggingface_hub" - exit 1 - fi - - # Convert to f32 GGUF using the helper script - log_info "Converting model to f32 GGUF format..." - if [[ -f "utils/convert-helper-bitnet.py" ]]; then - # The script creates ggml-model-f32-bitnet.gguf, we'll rename it - python utils/convert-helper-bitnet.py "${MODEL_DIR}" - - # Rename the output to match expected name - if [[ -f "${MODEL_DIR}/ggml-model-f32-bitnet.gguf" ]]; then - mv "${MODEL_DIR}/ggml-model-f32-bitnet.gguf" "${MODEL_DIR}/ggml-model-f32.gguf" - fi - else - log_error "Convert helper script not found" - exit 1 - fi - - log_success "Model downloaded and converted to f32 GGUF" -} - -################################################################################ -# Step 4: Quantize Embeddings -################################################################################ - -step4_quantize_embeddings() { - section_header "STEP 4: Quantize Embeddings" - - log_info "Running embed_quant.sh to create different embedding quantization variants..." - - if [[ ! -f "embed_quant.sh" ]]; then - log_error "embed_quant.sh not found" - exit 1 - fi - - bash embed_quant.sh - - log_success "Embedding quantization completed" -} - -################################################################################ -# Step 5: Tune GEMM Block Sizes -################################################################################ - -step5_tune_gemm() { - section_header "STEP 5: Tune GEMM Block Sizes" - - log_info "Running GEMM block size tuning..." - - # Backup original tune script if needed - if [[ ! -f "tune_gemm_blocks.sh.bak" ]]; then - cp tune_gemm_blocks.sh tune_gemm_blocks.sh.bak - fi - - # Get number of threads - NPROC=$(nproc 2>/dev/null || sysctl -n hw.ncpu 2>/dev/null || echo "8") - - # Update the tuning script to use a broader search space - log_info "Updating tune_gemm_blocks.sh for comprehensive search..." - - # Create a temporary tuning script with broader search - cat > tune_gemm_blocks_auto.sh << 'EOF' -#!/bin/bash -set -e - -HEADER_FILE="include/gemm-config.h" -BENCH_CMD="./build/bin/llama-bench -m models/BitNet-b1.58-2B-4T/ggml-model-i2_s_embed_i2_s.gguf -p 128 -n 0 -t 16 -ngl 0" -BUILD_CMD="cmake --build build --config Release -j" - -ACT_PARALLEL_DEFINE=true - -# Expanded search space for better tuning -ROW_BLOCK_VALUES=(2 4 8) -COL_BLOCK_VALUES=(64 128 256) -PARALLEL_SIZE_VALUES=(2 4 8) - -BEST_PERF=0 -BEST_ROW_BLOCK=0 -BEST_COL_BLOCK=0 -BEST_PARALLEL_SIZE=0 -LOG_FILE="stats/tuning_log.csv" - -if [ -f "$HEADER_FILE" ]; then - cp "$HEADER_FILE" "${HEADER_FILE}.bak" -fi - -echo "Starting comprehensive tuning process..." -echo "row_block,col_block,parallel_size,tokens_per_second" > "$LOG_FILE" - -cleanup() { - echo "Restoring original header file..." - if [ -f "${HEADER_FILE}.bak" ]; then - mv "${HEADER_FILE}.bak" "$HEADER_FILE" - fi - echo "Tuning finished." - echo "Best: ROW_BLOCK=${BEST_ROW_BLOCK}, COL_BLOCK=${BEST_COL_BLOCK}, PARALLEL=${BEST_PARALLEL_SIZE} -> ${BEST_PERF} tokens/s" -} - -trap cleanup EXIT - -for ps in "${PARALLEL_SIZE_VALUES[@]}"; do - for rb in "${ROW_BLOCK_VALUES[@]}"; do - for cb in "${COL_BLOCK_VALUES[@]}"; do - echo "Testing: ROW=${rb}, COL=${cb}, PARALLEL=${ps}" - - echo "// Auto-generated by tuning script" > "$HEADER_FILE" - if [ "$ACT_PARALLEL_DEFINE" = "true" ]; then - echo "#define ACT_PARALLEL" >> "$HEADER_FILE" - fi - echo "#if defined(ACT_PARALLEL)" >> "$HEADER_FILE" - echo " #define ROW_BLOCK_SIZE ${rb}" >> "$HEADER_FILE" - echo " #define COL_BLOCK_SIZE ${cb}" >> "$HEADER_FILE" - echo " #define PARALLEL_SIZE ${ps}" >> "$HEADER_FILE" - echo "#else" >> "$HEADER_FILE" - echo " #define ROW_BLOCK_SIZE ${rb}" >> "$HEADER_FILE" - echo " #define COL_BLOCK_SIZE ${cb}" >> "$HEADER_FILE" - echo " #define PARALLEL_SIZE ${ps}" >> "$HEADER_FILE" - echo "#endif" >> "$HEADER_FILE" - - $BUILD_CMD > /dev/null 2>&1 - - output=$(eval "$BENCH_CMD" 2>&1) - - perf=$(echo "$output" | awk -F '|' ' - /pp128/ && /bitnet/ { - gsub(/ /, "", $8); - split($8, perf, "±"); - print perf[1]; - exit; - } - ') - - if [ -z "$perf" ]; then - perf=0 - fi - - echo "Performance: ${perf} tokens/s" - echo "${rb},${cb},${ps},${perf}" >> "$LOG_FILE" - - if (( $(echo "$perf > $BEST_PERF" | bc -l) )); then - BEST_PERF=$perf - BEST_ROW_BLOCK=$rb - BEST_COL_BLOCK=$cb - BEST_PARALLEL_SIZE=$ps - echo "*** New best found! ***" - fi - done - done -done - -echo "Best configuration: ROW=${BEST_ROW_BLOCK}, COL=${BEST_COL_BLOCK}, PARALLEL=${BEST_PARALLEL_SIZE}" -echo "Best performance: ${BEST_PERF} tokens/s" -EOF - - chmod +x tune_gemm_blocks_auto.sh - bash tune_gemm_blocks_auto.sh - - # Read the best configuration from the log - if [[ -f "stats/tuning_log.csv" ]]; then - BEST_CONFIG=$(tail -n +2 "stats/tuning_log.csv" | sort -t',' -k4 -nr | head -1) - BEST_ROW=$(echo "$BEST_CONFIG" | cut -d',' -f1) - BEST_COL=$(echo "$BEST_CONFIG" | cut -d',' -f2) - BEST_PAR=$(echo "$BEST_CONFIG" | cut -d',' -f3) - BEST_PERF=$(echo "$BEST_CONFIG" | cut -d',' -f4) - - log_success "Best configuration found:" - log_success " ROW_BLOCK_SIZE=${BEST_ROW}, COL_BLOCK_SIZE=${BEST_COL}, PARALLEL_SIZE=${BEST_PAR}" - log_success " Performance: ${BEST_PERF} tokens/s" - - # Apply the best configuration - log_info "Applying best configuration to gemm-config.h..." - cat > include/gemm-config.h << EOF -// Auto-generated with best tuning results -// Best performance: ${BEST_PERF} tokens/s -#define ACT_PARALLEL -#if defined(ACT_PARALLEL) - #define ROW_BLOCK_SIZE ${BEST_ROW} - #define COL_BLOCK_SIZE ${BEST_COL} - #define PARALLEL_SIZE ${BEST_PAR} -#else - #define ROW_BLOCK_SIZE ${BEST_ROW} - #define COL_BLOCK_SIZE ${BEST_COL} - #define PARALLEL_SIZE ${BEST_PAR} -#endif -EOF - - # Rebuild with best configuration - log_info "Rebuilding with best configuration..." - cmake --build build --config Release -j - - log_success "GEMM tuning completed and applied" - else - log_error "Tuning log not found" - fi -} - -################################################################################ -# Step 6: Run Performance Benchmarks -################################################################################ - -step6_benchmark() { - section_header "STEP 6: Running Performance Benchmarks" - - # Get number of threads for this machine - NPROC=$(nproc 2>/dev/null || sysctl -n hw.ncpu 2>/dev/null || echo "8") - log_info "Detected ${NPROC} CPU cores" - - # Generate thread counts: 1, 2, 4, 8, 16, ... - THREAD_COUNTS="1" - for ((i=2; i<=NPROC; i*=2)); do - THREAD_COUNTS="${THREAD_COUNTS},${i}" - done - - log_info "Testing with thread counts: ${THREAD_COUNTS}" - - # Create benchmark script - cat > bench.sh << EOF -#!/bin/bash -set -e - -MODEL="${MODEL_DIR}/ggml-model-i2_s_embed_q6_k.gguf" -THREADS="${THREAD_COUNTS}" - -if [[ ! -f "\${MODEL}" ]]; then - echo "Error: Model not found: \${MODEL}" - exit 1 -fi - -./build/bin/llama-bench -m "\${MODEL}" -p 128 -n 128 -t "\${THREADS}" -ngl 0 -EOF - - chmod +x bench.sh - - log_info "Running benchmark..." - - # Run benchmark and capture output - ./bench.sh 2>&1 | tee "${BENCH_RAW_FILE}" - - # Parse and format results - log_info "Parsing benchmark results..." - - { - echo "# Benchmark Results" - echo "" - echo "**Machine:** $(uname -m)" - echo "**Timestamp:** $(date)" - echo "**Model:** ${MODEL_NAME}" - echo "**Quantization:** I2_S weight, Q6_K embeddings" - echo "" - echo "## Performance Summary" - echo "" - echo "| Threads | Test Type | Tokens/sec | Std Dev |" - echo "|---------|-----------|------------|---------|" - - awk -F '|' ' - /bitnet.*pp128/ || /bitnet.*tg128/ { - gsub(/^[[:space:]]+|[[:space:]]+$/, "", $6); # threads - gsub(/^[[:space:]]+|[[:space:]]+$/, "", $7); # test - gsub(/^[[:space:]]+|[[:space:]]+$/, "", $8); # t/s - - threads = $6; - test = $7; - - split($8, perf, "±"); - tokens = perf[1]; - gsub(/^[[:space:]]+|[[:space:]]+$/, "", tokens); - - stddev = perf[2]; - gsub(/^[[:space:]]+|[[:space:]]+$/, "", stddev); - - printf "| %7s | %9s | %10s | %7s |\n", threads, test, tokens, stddev; - } - ' "${BENCH_RAW_FILE}" - - echo "" - echo "## Detailed Output" - echo "" - echo '```' - cat "${BENCH_RAW_FILE}" - echo '```' - - } > "${BENCH_RESULTS_FILE}" - - log_success "Benchmark results saved to: ${BENCH_RESULTS_FILE}" -} - -################################################################################ -# Step 7: Run PPL Benchmarks -################################################################################ - -step7_ppl_benchmark() { - section_header "STEP 7: Running Perplexity (PPL) Benchmarks" - - log_info "Checking benchmark datasets..." - - # Check which datasets are available - DATASETS="" - for ds in data/wikitext-2-raw/wiki.test.raw data/ptb/ptb.test.txt data/lambada/lambada_test_plain_text.txt data/clue/tnews.test.txt; do - if [[ -f "$ds" ]]; then - DATASETS="${DATASETS} ${ds}" - log_info "Found dataset: ${ds}" - else - log_warning "Dataset not found: ${ds}" - fi - done - - if [[ -z "${DATASETS}" ]]; then - log_error "No benchmark datasets found in data/ directory" - log_warning "Skipping PPL benchmarks" - return - fi - - log_info "Creating PPL benchmark script..." - - # Create a modified PPL script - cat > embed_quant_ppl_auto.sh << 'EOFPPL' -#!/usr/bin/env bash -set -euo pipefail - -BIN="./build/bin/llama-perplexity" -MODEL_DIR="models/BitNet-b1.58-2B-4T" -MODEL_TEMPLATE="ggml-model-i2_s_embed_{ET}.gguf" - -EMBED_TYPES="f32 bf16 f16 i2_s q3_k q4_0 q5_0 q6_k tq1_0 tq2_0" -DATASETS="DATASETS_PLACEHOLDER" - -THREADS="${THREADS:-16}" -NGL="${NGL:-0}" - -CSV_LOG="ppl_results_temp.csv" - -if [[ ! -x "$BIN" ]]; then - echo "Error: llama-perplexity not found at $BIN" >&2 - exit 1 -fi - -model_size_mib() { - local f="$1" - local sz - sz=$(stat -c %s "$f" 2>/dev/null || stat -f %z "$f" 2>/dev/null || echo 0) - awk -v b="$sz" 'BEGIN { printf("%.2f", b/1024/1024) }' -} - -extract_ppl_final() { - awk ' - /Final estimate/ && /PPL/ { - if (match($0, /PPL[[:space:]]*=[[:space:]]*([0-9]+(\.[0-9]+)?)\s*\+\/\-\s*([0-9]+(\.[0-9]+)?)/, m)) { - print m[1] "," m[3]; - found=1; - } - } - END { if (!found) exit 1 } - ' -} - -extract_perplexity() { - awk ' - { - for (i=1; i<=NF; ++i) { - if (tolower($i) ~ /perplexity/) { - for (j=i; j<=NF; ++j) { - if ($j ~ /^[0-9]+(\.[0-9]+)?$/) { p=$j; break } - gsub(/^.*=/, "", $j); gsub(/,$/, "", $j); gsub(/^\(/, "", $j); gsub(/\)$/, "", $j) - if ($j ~ /^[0-9]+(\.[0-9]+)?$/) { p=$j; break } - } - } - } - if (p) last=p - } - END { if (last) print last }' -} - -echo "| embed-type | model | size | dataset | threads | ppl |" -echo "| ---------- | --------------: | -----: | ------: | ------: | ---------: |" -echo "embed_type,model,model_size_mib,dataset,threads,perplexity,perplexity_err" > "$CSV_LOG" - -for et in $EMBED_TYPES; do - model_glob="${MODEL_DIR}/$(echo "$MODEL_TEMPLATE" | sed "s/{ET}/$et/")" - - found_any=0 - for model in $model_glob; do - [[ -e "$model" ]] || continue - found_any=1 - done - - if [[ $found_any -eq 0 ]]; then - echo "Warning: no models found for embed type '$et', skipping." >&2 - continue - fi - - for model in $model_glob; do - [[ -e "$model" ]] || continue - size_mib=$(model_size_mib "$model") - - for ds in $DATASETS; do - if [[ ! -r "$ds" ]]; then - echo "Warning: dataset not found: $ds (skipping)" >&2 - continue - fi - - echo "==> Testing: model=$model, dataset=$ds" - out=$("$BIN" -m "$model" -f "$ds" -t "$THREADS" -ngl "$NGL" 2>&1 || true) - - ppl_pair=$(echo "$out" | extract_ppl_final || true) - if [[ -n "${ppl_pair:-}" ]]; then - ppl="${ppl_pair%%,*}" - ppl_err="${ppl_pair##*,}" - else - ppl=$(echo "$out" | extract_perplexity || true) - if [[ -z "${ppl:-}" ]]; then - ppl="NA" - fi - ppl_err="NA" - fi - - if [[ "$ppl_err" != "NA" ]]; then - ppl_disp="$ppl ± $ppl_err" - else - ppl_disp="$ppl" - fi - - printf "| %10s | %14s | %6s MiB | %7s | %7s | %10s |\n" \ - "$et" "$(basename "$model")" "$size_mib" "$(basename "$ds")" "$THREADS" "$ppl_disp" - - echo "$et,$(basename "$model"),$size_mib,$(basename "$ds"),$THREADS,$ppl,$ppl_err" >> "$CSV_LOG" - done - done -done - -echo "Done. Results saved to $CSV_LOG" -EOFPPL - - # Replace DATASETS placeholder - sed -i "s|DATASETS_PLACEHOLDER|${DATASETS}|g" embed_quant_ppl_auto.sh - chmod +x embed_quant_ppl_auto.sh - - log_info "Running PPL benchmarks (this may take a while)..." - - # Run the PPL benchmark - ./embed_quant_ppl_auto.sh 2>&1 | tee "${PPL_RESULTS_FILE}.raw" - - # Format the results - { - echo "# Perplexity (PPL) Benchmark Results" - echo "" - echo "**Machine:** $(uname -m)" - echo "**Timestamp:** $(date)" - echo "**Model:** ${MODEL_NAME}" - echo "" - echo "## Results by Embedding Type" - echo "" - - grep "^|" "${PPL_RESULTS_FILE}.raw" || true - - echo "" - echo "## Summary Statistics" - echo "" - - if [[ -f "ppl_results_temp.csv" ]]; then - # Copy to final location - cp ppl_results_temp.csv "${PPL_CSV_FILE}" - - # Generate summary by embed type - echo "### Average PPL by Embedding Type" - echo "" - echo "| Embed Type | Avg PPL | Models Tested |" - echo "|------------|---------|---------------|" - - awk -F',' ' - NR > 1 && $6 != "NA" { - sum[$1] += $6; - count[$1]++; - } - END { - for (et in sum) { - printf "| %10s | %7.2f | %13d |\n", et, sum[et]/count[et], count[et]; - } - } - ' "${PPL_CSV_FILE}" | sort -t'|' -k3 -n - - echo "" - fi - - echo "## Full Raw Output" - echo "" - echo '```' - cat "${PPL_RESULTS_FILE}.raw" - echo '```' - - } > "${PPL_RESULTS_FILE}" - - log_success "PPL results saved to: ${PPL_RESULTS_FILE}" - log_success "PPL CSV data saved to: ${PPL_CSV_FILE}" -} - -################################################################################ -# Main Execution -################################################################################ - -main() { - section_header "Paper Benchmark Automation - Starting" - - log_info "All results will be saved to: ${STATS_DIR}/" - log_info "Timestamp: ${TIMESTAMP}" - - # Execute all steps - step1_machine_info - step2_build - step3_download_convert - step4_quantize_embeddings - step5_tune_gemm - step6_benchmark - step7_ppl_benchmark - - # Final summary - section_header "All Benchmarks Completed!" - - log_success "Results summary:" - log_success " - Machine info: ${MACHINE_INFO_FILE}" - log_success " - Benchmark: ${BENCH_RESULTS_FILE}" - log_success " - PPL results: ${PPL_RESULTS_FILE}" - log_success " - PPL CSV: ${PPL_CSV_FILE}" - log_success " - GEMM tuning log: stats/tuning_log.csv" - - echo "" - log_info "You can find all results in the ${STATS_DIR}/ directory" -} - -# Run main function -main "$@" diff --git a/setup_env.py b/setup_env.py index 7d84ed7..f15d65f 100644 --- a/setup_env.py +++ b/setup_env.py @@ -136,12 +136,12 @@ def prepare_model(): # quantize to i2s if platform.system() != "Windows": if quant_embd: - run_command(["./build/bin/llama-quantize", "--token-embedding-type", "q6_k", f32_model, i2s_model, "I2_S", "1", "1"], log_step="quantize_to_i2s") + run_command(["./build/bin/llama-quantize", "--token-embedding-type", "f16", f32_model, i2s_model, "I2_S", "1", "1"], log_step="quantize_to_i2s") else: run_command(["./build/bin/llama-quantize", f32_model, i2s_model, "I2_S", "1"], log_step="quantize_to_i2s") else: if quant_embd: - run_command(["./build/bin/Release/llama-quantize", "--token-embedding-type", "q6_k", f32_model, i2s_model, "I2_S", "1", "1"], log_step="quantize_to_i2s") + run_command(["./build/bin/Release/llama-quantize", "--token-embedding-type", "f16", f32_model, i2s_model, "I2_S", "1", "1"], log_step="quantize_to_i2s") else: run_command(["./build/bin/Release/llama-quantize", f32_model, i2s_model, "I2_S", "1"], log_step="quantize_to_i2s") @@ -228,7 +228,7 @@ def parse_args(): parser.add_argument("--model-dir", "-md", type=str, help="Directory to save/load the model", default="models") parser.add_argument("--log-dir", "-ld", type=str, help="Directory to save the logging info", default="logs") parser.add_argument("--quant-type", "-q", type=str, help="Quantization type", choices=SUPPORTED_QUANT_TYPES[arch], default="i2_s") - parser.add_argument("--quant-embd", action="store_true", help="Quantize the embeddings to q6_k") + parser.add_argument("--quant-embd", action="store_true", help="Quantize the embeddings to f16") parser.add_argument("--use-pretuned", "-p", action="store_true", help="Use the pretuned kernel parameters") return parser.parse_args() diff --git a/test_benchmark_setup.sh b/test_benchmark_setup.sh deleted file mode 100755 index 0190cb3..0000000 --- a/test_benchmark_setup.sh +++ /dev/null @@ -1,160 +0,0 @@ -#!/bin/bash - -################################################################################ -# Quick Test Script for Benchmark Automation -# This script tests individual components without running full benchmarks -################################################################################ - -set -euo pipefail - -GREEN='\033[0;32m' -RED='\033[0;31m' -NC='\033[0m' - -echo "========================================" -echo "Testing Benchmark Automation Components" -echo "========================================" -echo "" - -# Test 1: Check system info -echo "Test 1: System Information" -echo " Architecture: $(uname -m)" -echo " CPU cores: $(nproc 2>/dev/null || sysctl -n hw.ncpu 2>/dev/null || echo 'unknown')" -echo " Python: $(python --version 2>&1 || python3 --version 2>&1)" -if command -v cmake &> /dev/null; then - echo -e " CMake: ${GREEN}✓${NC} $(cmake --version | head -1)" -else - echo -e " CMake: ${RED}✗ Not found${NC}" -fi -if command -v clang &> /dev/null; then - echo -e " Clang: ${GREEN}✓${NC} $(clang --version | head -1)" -else - echo -e " Clang: ${RED}✗ Not found${NC}" -fi -echo "" - -# Test 2: Check required files -echo "Test 2: Required Files" -files=( - "embed_quant.sh" - "tune_gemm_blocks.sh" - "utils/convert-helper-bitnet.py" - "requirements.txt" -) -for f in "${files[@]}"; do - if [[ -f "$f" ]]; then - echo -e " $f: ${GREEN}✓${NC}" - else - echo -e " $f: ${RED}✗ Missing${NC}" - fi -done -echo "" - -# Test 3: Check build directory -echo "Test 3: Build Status" -if [[ -d "build" ]]; then - echo -e " build/ directory: ${GREEN}✓${NC}" - if [[ -f "build/bin/llama-bench" ]]; then - echo -e " llama-bench: ${GREEN}✓${NC}" - else - echo -e " llama-bench: ${RED}✗ Not built${NC}" - fi - if [[ -f "build/bin/llama-perplexity" ]]; then - echo -e " llama-perplexity: ${GREEN}✓${NC}" - else - echo -e " llama-perplexity: ${RED}✗ Not built${NC}" - fi - if [[ -f "build/bin/llama-quantize" ]]; then - echo -e " llama-quantize: ${GREEN}✓${NC}" - else - echo -e " llama-quantize: ${RED}✗ Not built${NC}" - fi -else - echo -e " build/ directory: ${RED}✗ Not found${NC}" -fi -echo "" - -# Test 4: Check data directory -echo "Test 4: Benchmark Datasets" -datasets=( - "data/wikitext-2-raw/wiki.test.raw" - "data/ptb/ptb.test.txt" - "data/lambada/lambada_test_plain_text.txt" - "data/clue/tnews.test.txt" -) -found=0 -for ds in "${datasets[@]}"; do - if [[ -f "$ds" ]]; then - echo -e " $(basename $(dirname $ds)): ${GREEN}✓${NC}" - found=$((found + 1)) - else - echo -e " $(basename $(dirname $ds)): ${RED}✗ Not found${NC}" - fi -done -echo " Total: $found/4 datasets available" -echo "" - -# Test 5: Check models -echo "Test 5: Model Files" -MODEL_DIR="models/BitNet-b1.58-2B-4T" -if [[ -d "$MODEL_DIR" ]]; then - echo -e " Model directory: ${GREEN}✓${NC}" - if [[ -f "$MODEL_DIR/ggml-model-f32.gguf" ]]; then - echo -e " F32 model: ${GREEN}✓${NC}" - else - echo -e " F32 model: ${RED}✗ Not found${NC}" - fi - - # Count quantized models - quant_count=$(ls "$MODEL_DIR"/ggml-model-i2_s_embed_*.gguf 2>/dev/null | wc -l) - if [[ $quant_count -gt 0 ]]; then - echo -e " Quantized models: ${GREEN}✓${NC} ($quant_count files)" - else - echo -e " Quantized models: ${RED}✗ None found${NC}" - fi -else - echo -e " Model directory: ${RED}✗ Not found${NC}" -fi -echo "" - -# Test 6: Thread count generation -echo "Test 6: Thread Configuration" -NPROC=$(nproc 2>/dev/null || sysctl -n hw.ncpu 2>/dev/null || echo "8") -THREAD_COUNTS="1" -for ((i=2; i<=NPROC; i*=2)); do - THREAD_COUNTS="${THREAD_COUNTS},${i}" -done -echo " Max threads: $NPROC" -echo " Test thread counts: $THREAD_COUNTS" -echo "" - -# Test 7: Check stats directory -echo "Test 7: Output Directory" -if [[ -d "stats" ]]; then - echo -e " stats/ directory: ${GREEN}✓${NC}" - file_count=$(ls stats/ 2>/dev/null | wc -l) - echo " Files in stats/: $file_count" -else - echo -e " stats/ directory: ${RED}✗ Not found${NC}" - echo " Creating stats/ directory..." - mkdir -p stats - echo -e " ${GREEN}✓ Created${NC}" -fi -echo "" - -# Summary -echo "========================================" -echo "Test Summary" -echo "========================================" -echo "" -echo "To run the full benchmark automation:" -echo " ./run_paper_benchmarks.sh" -echo "" -echo "To build the project first (if not built):" -echo " cmake -B build -DCMAKE_BUILD_TYPE=Release" -echo " cmake --build build --config Release" -echo "" -echo "To download and convert the model:" -echo " huggingface-cli download microsoft/BitNet-b1.58-2B-4T --local-dir models/BitNet-b1.58-2B-4T" -echo " python utils/convert-helper-bitnet.py models/BitNet-b1.58-2B-4T" -echo "" diff --git a/utils/build_test_gemm_kernel.sh b/utils/build_test_gemm_kernel.sh new file mode 100755 index 0000000..bc45942 --- /dev/null +++ b/utils/build_test_gemm_kernel.sh @@ -0,0 +1,76 @@ +#!/bin/bash +# Build script for standalone GEMM kernel benchmark + +set -e + +echo "Building GEMM kernel benchmark..." + +# Compiler settings +CXX=${CXX:-g++} +BUILD_DIR="../build" +SRC_DIR="../src" + +# Create build directory if it doesn't exist +mkdir -p ${BUILD_DIR} + +# Compiler flags +CXXFLAGS="-O3 -march=native -mtune=native -std=c++17 -fopenmp" +CXXFLAGS+=" -I.. -I../include" +CXXFLAGS+=" -I../3rdparty/llama.cpp/ggml/include" +CXXFLAGS+=" -I../3rdparty/llama.cpp/ggml/src" +CXXFLAGS+=" -I../3rdparty/llama.cpp/include" +CXXFLAGS+=" -DNDEBUG -ffast-math" + +# Link flags +LDFLAGS="-lm -lpthread" + +# Link with pre-built libraries +GGML_LIB_DIR="../build/3rdparty/llama.cpp/ggml/src" +GGML_SO="${GGML_LIB_DIR}/libggml.so" + +if [ ! -f "${GGML_SO}" ]; then + echo "⚠️ Warning: Cannot find libggml.so" + echo "Please build the project first with: cmake --build build" + exit 1 +fi + +LDFLAGS+=" -L${GGML_LIB_DIR} -lggml -Wl,-rpath,\$ORIGIN/../../${GGML_LIB_DIR}" +echo "Linking with libggml.so" + +# Source files +SOURCES="./test_gemm_kernel.cpp" + +# Output binary +OUTPUT="${BUILD_DIR}/test_gemm_kernel" + +echo "Compiler: ${CXX}" +echo "Flags: ${CXXFLAGS}" +echo "Sources: ${SOURCES}" +echo "" + +# Build +${CXX} ${CXXFLAGS} ${SOURCES} -o ${OUTPUT} ${LDFLAGS} + +if [ $? -eq 0 ]; then + echo "" + echo "✅ Build successful!" + echo "Output: ${OUTPUT}" + echo "" + echo "Usage examples:" + echo " # Default test (n=2048, nr=32, nc=128, 1000 iterations)" + echo " ${OUTPUT}" + echo "" + echo " # Custom matrix sizes" + echo " ${OUTPUT} -n 4096 -r 64 -c 256" + echo "" + echo " # Quick test (fewer iterations)" + echo " ${OUTPUT} -i 100 -w 5" + echo "" + echo " # Large-scale test" + echo " ${OUTPUT} -n 3200 -r 128 -c 512 -i 500" + echo "" +else + echo "" + echo "❌ Build failed!" + exit 1 +fi diff --git a/utils/convert-helper-bitnet.py b/utils/convert-helper-bitnet.py index 5b4149a..9ed8db0 100644 --- a/utils/convert-helper-bitnet.py +++ b/utils/convert-helper-bitnet.py @@ -109,12 +109,12 @@ def main(): except OSError as e: print(f"Warning: Could not remove {preprocessed_output_file}: {e}") - if gguf_f32_output.exists(): - print(f"Removing f32 GGUF: {gguf_f32_output}") - try: - gguf_f32_output.unlink() - except OSError as e: - print(f"Warning: Could not remove {gguf_f32_output}: {e}") + # if gguf_f32_output.exists(): + # print(f"Removing f32 GGUF: {gguf_f32_output}") + # try: + # gguf_f32_output.unlink() + # except OSError as e: + # print(f"Warning: Could not remove {gguf_f32_output}: {e}") if input_backup_file.exists(): if not input_file.exists(): diff --git a/utils/quantize_embeddings.py b/utils/quantize_embeddings.py new file mode 100644 index 0000000..90b8020 --- /dev/null +++ b/utils/quantize_embeddings.py @@ -0,0 +1,473 @@ +#!/usr/bin/env python3 +""" +Embedding Quantization Script +This script converts ggml-model-f32.gguf to multiple quantized versions +with different token embedding types. +""" + +import subprocess +import os +import argparse +import re +import csv +from pathlib import Path +from datetime import datetime + + +class EmbeddingQuantizer: + def __init__(self, input_model, output_dir, quantize_bin="../build/bin/llama-quantize", + bench_bin="../build/bin/llama-bench", stats_dir="../stats", csv_output=None): + self.input_model = Path(input_model) + self.output_dir = Path(output_dir) + self.quantize_bin = Path(quantize_bin) + self.bench_bin = Path(bench_bin) + self.stats_dir = Path(stats_dir) + self.csv_output = Path(csv_output) if csv_output else None + + # Verify input file exists + if not self.input_model.exists(): + raise FileNotFoundError(f"Input model not found: {self.input_model}") + + # Verify quantize tool exists + if not self.quantize_bin.exists(): + raise FileNotFoundError(f"Quantize binary not found: {self.quantize_bin}") + + # Verify bench tool exists + if not self.bench_bin.exists(): + raise FileNotFoundError(f"Benchmark binary not found: {self.bench_bin}") + + # Create output directories + self.output_dir.mkdir(parents=True, exist_ok=True) + self.stats_dir.mkdir(parents=True, exist_ok=True) + + self.results = [] + self.newly_created_files = set() # Track newly created files + + def quantize(self, embedding_type, output_suffix): + """ + Perform single quantization + + Args: + embedding_type: Token embedding type (uppercase format, e.g., Q6_K) + output_suffix: Output file suffix (lowercase format, e.g., q6_k) + + Returns: + bool: Whether successful + """ + output_file = self.output_dir / f"ggml-model-i2_s-embed-{output_suffix}.gguf" + + # Check if file already exists + file_already_existed = output_file.exists() + + if file_already_existed: + print(f"ℹ️ File already exists: {output_file}") + print(f" Skipping quantization, will use existing file for benchmark") + return True + + cmd = [ + str(self.quantize_bin), + "--token-embedding-type", embedding_type, + str(self.input_model), + str(output_file), + "I2_S", + "1", + "1" + ] + + print(f"\n{'='*80}") + print(f"🔄 Quantizing with embedding type: {embedding_type}") + print(f"📥 Input: {self.input_model}") + print(f"📤 Output: {output_file}") + print(f"💻 Command: {' '.join(cmd)}") + print(f"{'='*80}\n") + + start_time = datetime.now() + + try: + result = subprocess.run( + cmd, + capture_output=True, + text=True, + cwd=os.getcwd(), + timeout=600 # 10 minute timeout + ) + + end_time = datetime.now() + duration = (end_time - start_time).total_seconds() + + if result.returncode == 0: + # Get output file size + file_size_mb = output_file.stat().st_size / (1024 * 1024) + + print(f"✅ Success! Duration: {duration:.2f}s, Size: {file_size_mb:.2f} MB") + + # Record newly created file + if not file_already_existed: + self.newly_created_files.add(output_file) + + # Print part of output + if result.stdout: + print("\n📊 Quantization output:") + print(result.stdout[-500:] if len(result.stdout) > 500 else result.stdout) + + return True + else: + print(f"❌ Failed with return code {result.returncode}") + print(f"Error: {result.stderr}") + return False + + except subprocess.TimeoutExpired: + print(f"❌ Timeout (exceeded 10 minutes)") + return False + + except Exception as e: + print(f"❌ Exception: {e}") + return False + + def benchmark_model(self, output_suffix): + """ + Benchmark model + + Args: + output_suffix: Output file suffix (lowercase format, e.g., q6_k) + + Returns: + dict: Dictionary with benchmark results, or None if failed + """ + model_file = self.output_dir / f"ggml-model-i2_s-embed-{output_suffix}.gguf" + + if not model_file.exists(): + print(f"❌ Model file not found for benchmarking: {model_file}") + return None + + cmd = [ + str(self.bench_bin), + "-m", str(model_file), + "-p", "128", + "-n", "0", + "-t", "1,2,4,8", + "-ngl", "0" + ] + + print(f"\n{'='*80}") + print(f"🏃 Running benchmark for: {output_suffix}") + print(f"💻 Command: {' '.join(cmd)}") + print(f"{'='*80}\n") + + try: + result = subprocess.run( + cmd, + capture_output=True, + text=True, + cwd=os.getcwd(), + timeout=300 # 5 minute timeout + ) + + if result.returncode == 0: + print("✅ Benchmark completed successfully") + print("\n📊 Benchmark output:") + print(result.stdout) + + # 解析输出 + bench_results = self.parse_benchmark_output(result.stdout, output_suffix) + return bench_results + else: + print(f"❌ Benchmark failed with return code {result.returncode}") + print(f"Error: {result.stderr}") + return None + + except subprocess.TimeoutExpired: + print(f"❌ Benchmark timeout (exceeded 5 minutes)") + return None + + except Exception as e: + print(f"❌ Benchmark exception: {e}") + return None + + def parse_benchmark_output(self, output, output_suffix): + """ + Parse benchmark output to extract t/s data (mean±std) + + Args: + output: Benchmark command output + output_suffix: Output file suffix + + Returns: + dict: Dictionary with parsed results + """ + results = { + 'embedding_type': output_suffix, + 'threads_1': None, + 'threads_2': None, + 'threads_4': None, + 'threads_8': None, + } + + # Parse table data + # Find lines containing pp128 and t/s + lines = output.strip().split('\n') + + for line in lines: + # Skip header and separator lines + if '|' not in line or 'model' in line or '---' in line: + continue + + # Try to extract data + # Format similar to: | bitnet-25 2B I2_S - 2 bpw ternary | 1012.28 MiB | 2.74 B | CPU | 12 | pp128 | 405.73 ± 3.69 | + parts = [p.strip() for p in line.split('|')] + + if len(parts) >= 8 and 'pp128' in parts[6]: + threads_str = parts[5].strip() + throughput_str = parts[7].strip() + + # Extract thread count + try: + threads = int(threads_str) + except: + continue + + # Extract t/s data (format: "405.73 ± 3.69" or "405.73") + # Try to match "mean ± std" format + match_with_std = re.search(r'([\d.]+)\s*±\s*([\d.]+)', throughput_str) + if match_with_std: + mean = float(match_with_std.group(1)) + std = float(match_with_std.group(2)) + throughput = f"{mean:.2f}±{std:.2f}" + else: + # Only mean, no std + match = re.search(r'([\d.]+)', throughput_str) + if match: + throughput = f"{float(match.group(1)):.2f}" + else: + continue + + # Store result based on thread count + if threads == 1: + results['threads_1'] = throughput + elif threads == 2: + results['threads_2'] = throughput + elif threads == 4: + results['threads_4'] = throughput + elif threads == 8: + results['threads_8'] = throughput + + return results + + def cleanup_model(self, output_suffix): + """ + Cleanup model files (only delete newly created files) + + Args: + output_suffix: Output file suffix + """ + model_file = self.output_dir / f"ggml-model-i2_s-embed-{output_suffix}.gguf" + + if model_file in self.newly_created_files: + try: + model_file.unlink() + print(f"🗑️ Deleted newly created file: {model_file}") + self.newly_created_files.remove(model_file) + except Exception as e: + print(f"⚠️ Failed to delete {model_file}: {e}") + else: + print(f"ℹ️ Keeping existing file: {model_file}") + + def run_all_quantizations(self, types_to_quantize): + """ + Run all quantizations + + Args: + types_to_quantize: List of quantization types, tuples of (embedding_type, output_suffix) + """ + print(f"\n{'='*80}") + print(f"🚀 Starting Embedding Quantization and Benchmarking") + print(f"{'='*80}") + print(f"📥 Input model: {self.input_model}") + print(f"📤 Output directory: {self.output_dir}") + print(f"📊 Stats directory: {self.stats_dir}") + print(f"🔢 Total quantizations: {len(types_to_quantize)}") + print(f"{'='*80}\n") + + total_start = datetime.now() + + for i, (embedding_type, output_suffix) in enumerate(types_to_quantize, 1): + print(f"\n{'#'*80}") + print(f"[{i}/{len(types_to_quantize)}] Processing {output_suffix} ({embedding_type})") + print(f"{'#'*80}\n") + + # Quantize model + success = self.quantize(embedding_type, output_suffix) + + if not success: + print(f"⚠️ Skipping benchmark for {output_suffix} due to quantization failure") + continue + + # Run benchmark + bench_results = self.benchmark_model(output_suffix) + + if bench_results: + self.results.append(bench_results) + else: + print(f"⚠️ Benchmark failed for {output_suffix}") + + # Cleanup model files (only delete newly created files) + self.cleanup_model(output_suffix) + + print(f"\n{'#'*80}") + print(f"✅ Completed {output_suffix}") + print(f"{'#'*80}\n") + + total_end = datetime.now() + total_duration = (total_end - total_start).total_seconds() + + # 保存结果到CSV + self.save_results_to_csv() + + # 打印总结 + self.print_summary(total_duration) + + def save_results_to_csv(self): + """将benchmark结果保存到CSV文件""" + if not self.results: + print("⚠️ No results to save") + return + + # Use user-specified CSV path, otherwise use default path + if self.csv_output: + csv_file = self.csv_output + # Ensure parent directory exists + csv_file.parent.mkdir(parents=True, exist_ok=True) + else: + csv_file = self.stats_dir / f"embedding_benchmark.csv" + + print(f"\n💾 Saving results to: {csv_file}") + + try: + with open(csv_file, 'w', newline='') as f: + fieldnames = ['embedding_type', 'threads_1', 'threads_2', 'threads_4', 'threads_8'] + writer = csv.DictWriter(f, fieldnames=fieldnames) + + writer.writeheader() + for result in self.results: + writer.writerow(result) + + print(f"✅ Results saved successfully") + + # Also print table + print(f"\n📊 Benchmark Results:") + print(f"{'Type':<15} {'1 thread':<18} {'2 threads':<18} {'4 threads':<18} {'8 threads':<18}") + print("-" * 87) + for result in self.results: + t1 = result['threads_1'] if result['threads_1'] else "N/A" + t2 = result['threads_2'] if result['threads_2'] else "N/A" + t4 = result['threads_4'] if result['threads_4'] else "N/A" + t8 = result['threads_8'] if result['threads_8'] else "N/A" + print(f"{result['embedding_type']:<15} {t1:<18} {t2:<18} {t4:<18} {t8:<18}") + + except Exception as e: + print(f"❌ Failed to save results: {e}") + + def print_summary(self, total_duration): + """Print quantization summary""" + print(f"\n\n{'='*80}") + print(f"📊 QUANTIZATION AND BENCHMARK SUMMARY") + print(f"{'='*80}\n") + + successful = len(self.results) + total = len(self.results) + + print(f"✅ Completed: {successful} benchmarks") + print(f"⏱️ Total duration: {total_duration/60:.2f} minutes\n") + + if self.results: + if self.csv_output and self.csv_output.exists(): + print(f"📁 Results saved to: {self.csv_output}") + else: + csv_files = list(self.stats_dir.glob("embedding_benchmark*.csv")) + if csv_files: + latest_csv = max(csv_files, key=lambda p: p.stat().st_mtime) + print(f"📁 Results saved to: {latest_csv}") + + print(f"\n{'='*80}\n") + + +def main(): + parser = argparse.ArgumentParser(description='Quantize model embeddings to multiple formats') + parser.add_argument('--input', '-i', + default='../models/BitNet-b1.58-2B-4T/ggml-model-f32.gguf', + help='Input model path (default: ../models/BitNet-b1.58-2B-4T/ggml-model-f32.gguf)') + parser.add_argument('--output-dir', '-o', + default='../models/BitNet-b1.58-2B-4T', + help='Output directory (default: ../models/BitNet-b1.58-2B-4T)') + parser.add_argument('--quantize-bin', '-q', + default='../build/bin/llama-quantize', + help='Path to llama-quantize binary (default: ../build/bin/llama-quantize)') + parser.add_argument('--bench-bin', '-b', + default='../build/bin/llama-bench', + help='Path to llama-bench binary (default: ../build/bin/llama-bench)') + parser.add_argument('--stats-dir', + default='../stats', + help='Directory to save benchmark results (default: ../stats)') + parser.add_argument('--csv-output', '-c', + help='Custom path for CSV output file (e.g., stats/my_results.csv)') + parser.add_argument('--types', '-t', + nargs='+', + help='Specific types to quantize (e.g., f32 q6_k q4_0)') + parser.add_argument('--skip-existing', '-s', + action='store_true', + help='Skip quantization if output file already exists (will still benchmark existing files)') + + args = parser.parse_args() + + # Define all supported quantization types + # Format: (embedding_type for command line, output_suffix for filename) + all_types = [ + ('F32', 'f32'), + ('F16', 'f16'), + ('Q8_0', 'q8_0'), + ('Q6_K', 'q6_k'), + ('Q5_0', 'q5_0'), + ('Q4_0', 'q4_0'), + ('Q3_K', 'q3_k'), + ('TQ2_0', 'tq2_0'), + ] + + # If specific types are specified, filter the list + if args.types: + types_lower = [t.lower() for t in args.types] + types_to_quantize = [(et, os) for et, os in all_types if os.lower() in types_lower] + if not types_to_quantize: + print(f"❌ No valid types specified. Available types: {', '.join([os for _, os in all_types])}") + return + else: + types_to_quantize = all_types + + # If skip existing files is enabled, no need to filter + # Because new logic will automatically detect and skip during quantization, but will still benchmark + + # 创建量化器并运行 + try: + quantizer = EmbeddingQuantizer( + args.input, + args.output_dir, + args.quantize_bin, + args.bench_bin, + args.stats_dir, + args.csv_output + ) + quantizer.run_all_quantizations(types_to_quantize) + except FileNotFoundError as e: + print(f"❌ Error: {e}") + return 1 + except KeyboardInterrupt: + print("\n\n⚠️ Quantization interrupted by user") + return 1 + except Exception as e: + print(f"\n❌ Unexpected error: {e}") + import traceback + traceback.print_exc() + return 1 + + +if __name__ == "__main__": + exit(main() or 0) diff --git a/utils/test_gemm_kernel.cpp b/utils/test_gemm_kernel.cpp new file mode 100644 index 0000000..36964ce --- /dev/null +++ b/utils/test_gemm_kernel.cpp @@ -0,0 +1,274 @@ +/** + * Standalone benchmark for ggml_gemm_i2_i8_s kernel + * + * This program tests the performance of the ggml_gemm_i2_i8_s kernel + * with configurable matrix sizes and iteration counts. + * + * Usage: ./test_gemm_kernel [options] + * -n : embedding dimension (must be divisible by 4, default: 2048) + * -r : number of rows in matrix Y (default: 32) + * -c : number of columns in matrix X (default: 128) + * -i : number of iterations (default: 1000) + * -w : number of warmup iterations (default: 10) + */ + +#include +#include +#include +#include +#include +#include +#include + +// Include necessary headers +#include "../include/gemm-config.h" + +// Function declarations (from ggml-quants.h) +extern "C" void ggml_vec_dot_i2_i8_s(int n, float * s, size_t bs, const void * vx, size_t bx, const void * vy, size_t by, int nrc); + +// GEMM kernel definition +void ggml_gemm_i2_i8_s(int n, float * s, size_t bs, const void * vx, const void * vy, int nr, int nc) { +#if defined(ACT_PARALLEL) + const int64_t row_block = ROW_BLOCK_SIZE; + const int64_t col_block = COL_BLOCK_SIZE; + + for (int64_t c0 = 0; c0 < nc; c0 += col_block) { + int64_t cur_c = (c0 + col_block <= nc) ? col_block : (nc - c0); + for (int64_t r0 = 0; r0 < nr; r0 += row_block) { + int64_t cur_r = (r0 + row_block <= nr) ? row_block : (nr - r0); + const void * vy_r = (const uint8_t *)vy + r0 * n; + for (int64_t c = 0; c < cur_c; ++c) { + const int64_t col = c0 + c; + float * s_col = s + col; + const void * vx_col = (const uint8_t *)vx + col * n / 4; + ggml_vec_dot_i2_i8_s(n, s_col + r0 * bs, bs, vx_col, n, vy_r, n, cur_r); + } + } + } +#else + const int64_t row_block = ROW_BLOCK_SIZE; + const int64_t col_block = COL_BLOCK_SIZE; + + for (int64_t r0 = 0; r0 < nr; r0 += row_block) { + int64_t cur_r = (r0 + row_block <= nr) ? row_block : (nr - r0); + for (int64_t c0 = 0; c0 < nc; c0 += col_block) { + int64_t cur_c = (c0 + col_block <= nc) ? col_block : (nc - c0); + const void * vx_c = (const uint8_t *)vx + c0 * n / 4; + for (int64_t r = 0; r < cur_r; ++r) { + const int64_t row = r0 + r; + float * s_row = s + row * bs; + const void * vy_row = (const uint8_t *)vy + row * n; + ggml_vec_dot_i2_i8_s(n, s_row + c0, bs, vx_c, n, vy_row, n, cur_c); + } + } + } +#endif +} + +// Helper function to get current time in nanoseconds +double get_time_ns() { + struct timespec ts; + clock_gettime(CLOCK_MONOTONIC, &ts); + return ts.tv_sec * 1e9 + ts.tv_nsec; +} + +// Initialize matrix with random i2 values (2-bit quantized) +void init_matrix_i2(uint8_t* data, int n, int cols) { + // i2 format: 4 values per byte (2 bits each) + int total_bytes = n * cols / 4; + for (int i = 0; i < total_bytes; i++) { + data[i] = rand() & 0xFF; + } +} + +// Initialize matrix with random i8 values +void init_matrix_i8(int8_t* data, int n, int rows) { + int total_elements = n * rows; + for (int i = 0; i < total_elements; i++) { + data[i] = (int8_t)((rand() % 256) - 128); + } +} + +// Benchmark configuration +struct BenchmarkConfig { + int n; // embedding dimension (must be divisible by 4) + int nr; // number of rows in Y matrix + int nc; // number of columns in X matrix + int iterations; // number of benchmark iterations + int warmup; // number of warmup iterations +}; + +void print_config(const BenchmarkConfig& config) { + printf("=" "=%.78s\n", "==============================================================================="); + printf("Benchmark Configuration:\n"); + printf("=" "=%.78s\n", "==============================================================================="); + printf(" Embedding dimension (n) : %d\n", config.n); + printf(" Matrix Y rows (nr) : %d\n", config.nr); + printf(" Matrix X columns (nc) : %d\n", config.nc); + printf(" Iterations : %d\n", config.iterations); + printf(" Warmup iterations : %d\n", config.warmup); + printf("\nMatrix sizes:\n"); + printf(" X (i2): %d x %d (%.2f KB)\n", config.nc, config.n, + (config.nc * config.n / 4) / 1024.0); + printf(" Y (i8): %d x %d (%.2f KB)\n", config.nr, config.n, + (config.nr * config.n) / 1024.0); + printf(" S (f32): %d x %d (%.2f KB)\n", config.nr, config.nc, + (config.nr * config.nc * sizeof(float)) / 1024.0); + printf("\nGEMM Config:\n"); +#if defined(ACT_PARALLEL) + printf(" ACT_PARALLEL : ON\n"); +#else + printf(" ACT_PARALLEL : OFF\n"); +#endif + printf(" ROW_BLOCK_SIZE : %d\n", ROW_BLOCK_SIZE); + printf(" COL_BLOCK_SIZE : %d\n", COL_BLOCK_SIZE); + printf(" PARALLEL_SIZE : %d\n", PARALLEL_SIZE); + printf("=" "=%.78s\n\n", "==============================================================================="); +} + +void run_benchmark(const BenchmarkConfig& config) { + // Allocate matrices + printf("Allocating matrices...\n"); + + // X matrix (i2 format): nc x n, but stored as nc x (n/4) bytes + uint8_t* X = (uint8_t*)malloc(config.nc * config.n / 4); + + // Y matrix (i8 format): nr x n + int8_t* Y = (int8_t*)malloc(config.nr * config.n); + + // Result matrix (float32): nr x nc + float* S = (float*)malloc(config.nr * config.nc * sizeof(float)); + + if (!X || !Y || !S) { + fprintf(stderr, "Failed to allocate memory\n"); + exit(1); + } + + // Initialize matrices with random data + printf("Initializing matrices with random data...\n"); + srand(time(NULL)); + init_matrix_i2(X, config.n, config.nc); + init_matrix_i8(Y, config.n, config.nr); + memset(S, 0, config.nr * config.nc * sizeof(float)); + + // Warmup + printf("Running %d warmup iterations...\n", config.warmup); + for (int i = 0; i < config.warmup; i++) { + ggml_gemm_i2_i8_s(config.n, S, config.nc, X, Y, config.nr, config.nc); + } + + // Benchmark + printf("Running %d benchmark iterations...\n", config.iterations); + double total_time = 0.0; + double min_time = 1e20; + double max_time = 0.0; + + for (int i = 0; i < config.iterations; i++) { + double start = get_time_ns(); + ggml_gemm_i2_i8_s(config.n, S, config.nc, X, Y, config.nr, config.nc); + double end = get_time_ns(); + + double elapsed = end - start; + total_time += elapsed; + if (elapsed < min_time) min_time = elapsed; + if (elapsed > max_time) max_time = elapsed; + + if ((i + 1) % 100 == 0) { + printf(" Progress: %d/%d iterations\n", i + 1, config.iterations); + } + } + + // Calculate statistics + double avg_time_ns = total_time / config.iterations; + double avg_time_ms = avg_time_ns / 1e6; + double min_time_ms = min_time / 1e6; + double max_time_ms = max_time / 1e6; + + // Calculate GFLOPS + // For GEMM: nr x nc x n multiply-adds = 2 * nr * nc * n FLOPs + double flops = 2.0 * config.nr * config.nc * config.n; + double gflops = (flops / avg_time_ns); + + // Calculate throughput (tokens/s assuming each column is a token) + double throughput = (config.nc * 1e9) / avg_time_ns; + + // Print results + printf("\n"); + printf("=" "=%.78s\n", "==============================================================================="); + printf("Benchmark Results:\n"); + printf("=" "=%.78s\n", "==============================================================================="); + printf(" Average time : %.3f ms\n", avg_time_ms); + printf(" Min time : %.3f ms\n", min_time_ms); + printf(" Max time : %.3f ms\n", max_time_ms); + printf(" Std dev : %.3f ms\n", sqrt((max_time_ms - min_time_ms) * (max_time_ms - min_time_ms) / 12)); + printf("\nPerformance:\n"); + printf(" GFLOPS : %.2f\n", gflops); + printf(" Throughput : %.2f tokens/s\n", throughput); + printf(" Latency/token : %.3f us\n", (avg_time_ms * 1000) / config.nc); + printf("=" "=%.78s\n", "==============================================================================="); + + // Cleanup + free(X); + free(Y); + free(S); +} + +void print_usage(const char* program) { + printf("Usage: %s [options]\n", program); + printf("Options:\n"); + printf(" -n Embedding dimension (must be divisible by 4, default: 2048)\n"); + printf(" -r Number of rows in matrix Y (default: 32)\n"); + printf(" -c Number of columns in matrix X (default: 128)\n"); + printf(" -i Number of iterations (default: 1000)\n"); + printf(" -w Number of warmup iterations (default: 10)\n"); + printf(" -h Show this help message\n"); +} + +int main(int argc, char** argv) { + BenchmarkConfig config = { + .n = 2048, + .nr = 32, + .nc = 128, + .iterations = 1000, + .warmup = 10 + }; + + // Parse command line arguments + for (int i = 1; i < argc; i++) { + if (strcmp(argv[i], "-n") == 0 && i + 1 < argc) { + config.n = atoi(argv[++i]); + } else if (strcmp(argv[i], "-r") == 0 && i + 1 < argc) { + config.nr = atoi(argv[++i]); + } else if (strcmp(argv[i], "-c") == 0 && i + 1 < argc) { + config.nc = atoi(argv[++i]); + } else if (strcmp(argv[i], "-i") == 0 && i + 1 < argc) { + config.iterations = atoi(argv[++i]); + } else if (strcmp(argv[i], "-w") == 0 && i + 1 < argc) { + config.warmup = atoi(argv[++i]); + } else if (strcmp(argv[i], "-h") == 0) { + print_usage(argv[0]); + return 0; + } else { + fprintf(stderr, "Unknown option: %s\n", argv[i]); + print_usage(argv[0]); + return 1; + } + } + + // Validate configuration + if (config.n % 4 != 0) { + fprintf(stderr, "Error: Embedding dimension (-n) must be divisible by 4\n"); + return 1; + } + + if (config.n <= 0 || config.nr <= 0 || config.nc <= 0 || config.iterations <= 0) { + fprintf(stderr, "Error: All size parameters must be positive\n"); + return 1; + } + + // Run benchmark + print_config(config); + run_benchmark(config); + + return 0; +} diff --git a/utils/test_parallel_strategy.sh b/utils/test_parallel_strategy.sh new file mode 100755 index 0000000..44da140 --- /dev/null +++ b/utils/test_parallel_strategy.sh @@ -0,0 +1,277 @@ +#!/bin/bash + +# Script: Test different GEMM parallel strategy performance +# Strategies: weight-parallel and no-parallel +# Thread counts: 1,2,4,8,12,16 + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +PROJECT_ROOT="$(dirname "$SCRIPT_DIR")" +GEMM_CONFIG="$PROJECT_ROOT/include/gemm-config.h" +GEMM_CONFIG_BACKUP="$PROJECT_ROOT/include/gemm-config.h.bak" +BUILD_DIR="$PROJECT_ROOT/build" +STATS_DIR="$PROJECT_ROOT/stats" +CSV_FILE="$STATS_DIR/test_parallel_strategy_benchmark.csv" +MODEL_PATH="$PROJECT_ROOT/models/BitNet-b1.58-2B-4T/ggml-model-original.gguf" +BENCHMARK_CMD="./build/bin/llama-bench" +THREADS_LIST="1 2 4 8 12 16" + +# Color output +RED='\033[0;31m' +GREEN='\033[0;32m' +YELLOW='\033[1;33m' +NC='\033[0m' # No Color + +log_info() { + echo -e "${GREEN}[INFO]${NC} $1" +} + +log_warn() { + echo -e "${YELLOW}[WARN]${NC} $1" +} + +log_error() { + echo -e "${RED}[ERROR]${NC} $1" +} + +# Check prerequisites +check_prerequisites() { + log_info "Checking prerequisites..." + + if [ ! -f "$GEMM_CONFIG" ]; then + log_error "gemm-config.h not found: $GEMM_CONFIG" + exit 1 + fi + + if [ ! -f "$MODEL_PATH" ]; then + log_error "Model file not found: $MODEL_PATH" + exit 1 + fi + + if [ ! -d "$BUILD_DIR" ]; then + log_error "Build directory not found: $BUILD_DIR" + exit 1 + fi + + if [ ! -f "$BUILD_DIR/bin/llama-bench" ]; then + log_warn "llama-bench executable not found, building..." + build_project + fi + + if [ ! -d "$STATS_DIR" ]; then + log_info "Creating stats directory..." + mkdir -p "$STATS_DIR" + fi + + log_info "Prerequisites check completed" +} + +# Backup original config file +backup_config() { + log_info "Backing up gemm-config.h..." + cp "$GEMM_CONFIG" "$GEMM_CONFIG_BACKUP" + log_info "Backup completed: $GEMM_CONFIG_BACKUP" +} + +# Restore original config file +restore_config() { + if [ -f "$GEMM_CONFIG_BACKUP" ]; then + log_info "Restoring original gemm-config.h..." + cp "$GEMM_CONFIG_BACKUP" "$GEMM_CONFIG" + rm "$GEMM_CONFIG_BACKUP" + log_info "Restore completed" + else + log_warn "Backup file not found, skipping restore" + fi +} + +# Set activation-parallel configuration (keep original ACT_PARALLEL) +set_activation_parallel() { + log_info "Configuration: activation-parallel (keeping #define ACT_PARALLEL)" + log_info "Configuration completed" +} + +# Set weight-parallel configuration (remove ACT_PARALLEL) +set_weight_parallel() { + log_info "Configuration: weight-parallel (removing #define ACT_PARALLEL)" + + # Remove ACT_PARALLEL definition + sed -i '/#define ACT_PARALLEL/d' "$GEMM_CONFIG" + + # Verify modification + if grep -q "^#define ACT_PARALLEL" "$GEMM_CONFIG"; then + log_error "Failed to remove ACT_PARALLEL" + exit 1 + fi + log_info "Configuration completed" +} + +# Set no-parallel configuration (remove ACT_PARALLEL + modify SIZE to 1) +set_no_parallel() { + log_info "Configuration: no-parallel (removing #define ACT_PARALLEL + modifying SIZE to 1)" + + # Remove ACT_PARALLEL definition + sed -i '/#define ACT_PARALLEL/d' "$GEMM_CONFIG" + + # Modify all ROW_BLOCK_SIZE and COL_BLOCK_SIZE to 1 + sed -i 's/#define ROW_BLOCK_SIZE [0-9]\+/#define ROW_BLOCK_SIZE 1/g' "$GEMM_CONFIG" + sed -i 's/#define COL_BLOCK_SIZE [0-9]\+/#define COL_BLOCK_SIZE 1/g' "$GEMM_CONFIG" + + log_info "Configuration completed" +} + +# Build project +build_project() { + log_info "Building project..." + cd "$PROJECT_ROOT" + + if [ ! -f "$BUILD_DIR/Makefile" ]; then + log_info "First build, running cmake..." + cmake -B "$BUILD_DIR" -DCMAKE_BUILD_TYPE=Release > /dev/null 2>&1 + fi + + cd "$BUILD_DIR" + make -j$(nproc) llama-bench > /dev/null 2>&1 + + if [ ! -f "./bin/llama-bench" ]; then + log_error "Build failed" + exit 1 + fi + + log_info "Build completed" + cd "$PROJECT_ROOT" +} + +# Run benchmark test +run_benchmark() { + local strategy=$1 + local threads=$2 + + cd "$PROJECT_ROOT" + + # Run llama-bench + local output=$($BENCHMARK_CMD -m "$MODEL_PATH" -p 128 -n 0 -t "$threads" -ngl 0 2>&1) + + # Extract line containing "pp128" + local line=$(echo "$output" | grep "pp128" | tail -1) + + if [ -z "$line" ]; then + return 1 + fi + + echo "$line" +} + +# Extract throughput value from benchmark output +extract_throughput() { + local line=$1 + + # Remove any leading/trailing whitespace and log messages + # The line format is: | model | size | params | backend | threads | test | throughput | + # We need to extract the last field which contains the throughput in format "XXX.XX ± YY.YY" + local throughput=$(echo "$line" | awk -F'|' '{print $NF}' | xargs | sed 's/\[.*\]//' | xargs) + + echo "$throughput" +} + +# Initialize CSV file +init_csv() { + log_info "Initializing CSV file: $CSV_FILE" + + cat > "$CSV_FILE" << 'EOF' +Strategy,Threads,Throughput +EOF + + log_info "CSV file created" +} + +# Add result to CSV +add_to_csv() { + local strategy=$1 + local threads=$2 + local throughput=$3 + + echo "$strategy,$threads,$throughput" >> "$CSV_FILE" +} + +# Main function +main() { + log_info "Starting GEMM parallel strategy benchmark tests" + log_info "================================================" + + # Check prerequisites + check_prerequisites + + # Backup original configuration + backup_config + + # Initialize CSV file + init_csv + + # Define strategies to test + local strategies=("activation-parallel" "weight-parallel" "no-parallel") + + for strategy in "${strategies[@]}"; do + log_info "================================================" + log_info "Testing strategy: $strategy" + log_info "================================================" + + # Restore to original configuration + restore_config + backup_config + + # Apply configuration based on strategy + case $strategy in + activation-parallel) + set_activation_parallel + ;; + weight-parallel) + set_weight_parallel + ;; + no-parallel) + set_no_parallel + ;; + esac + + # Rebuild project to apply new configuration + log_info "Rebuilding project to apply new configuration..." + build_project + + # Run test for each thread count + for threads in $THREADS_LIST; do + log_info "" + log_info "Strategy: $strategy, Threads: $threads" + + # Run test (capture only output, not log messages) + local result=$(run_benchmark "$strategy" "$threads") + local test_status=$? + + if [ $test_status -eq 0 ]; then + # Extract throughput value from the result line + local throughput=$(extract_throughput "$result") + log_info "Throughput: $throughput" + + # Add to CSV + add_to_csv "$strategy" "$threads" "$throughput" + else + log_warn "Test failed for strategy $strategy, threads $threads" + fi + + sleep 2 # Give system time to cool down + done + done + + # Restore original configuration + restore_config + + log_info "================================================" + log_info "Test completed!" + log_info "Results saved to: $CSV_FILE" + log_info "================================================" + + # Display CSV content + log_info "CSV file content:" + cat "$CSV_FILE" +} + +# Run main function +main "$@" diff --git a/utils/test_perplexity.py b/utils/test_perplexity.py new file mode 100644 index 0000000..f2d9788 --- /dev/null +++ b/utils/test_perplexity.py @@ -0,0 +1,608 @@ +#!/usr/bin/env python3 +""" +Perplexity Test Script +Tests GGUF model perplexity on multiple datasets using llama-perplexity. +""" + +import os +import subprocess +import time +import csv +import re +from datetime import datetime +from pathlib import Path +import argparse +import tempfile +import shutil +import statistics + + +class PerplexityTester: + def __init__(self, model_path, llama_perplexity_bin="../build/bin/llama-perplexity", + data_dir="../data", output_dir="perplexity_results", quick_mode=False, + quantize_bin="../build/bin/llama-quantize", test_embeddings=False, csv_output=None): + self.model_path = Path(model_path) + self.llama_perplexity_bin = Path(llama_perplexity_bin) + self.quantize_bin = Path(quantize_bin) + self.data_dir = Path(data_dir) + self.output_dir = Path(output_dir) + self.quick_mode = quick_mode + self.test_embeddings = test_embeddings + self.csv_output = Path(csv_output) if csv_output else None + self.results = [] + self.created_models = set() # Track newly created model files + self.temp_files = [] # Track temporary files for cleanup + + # Embedding types to test + self.embedding_types = [ + ('F32', 'f32'), + ('F16', 'f16'), + ('Q8_0', 'q8_0'), + ('Q6_K', 'q6_k'), + ('Q5_0', 'q5_0'), + ('Q4_0', 'q4_0'), + ('Q3_K', 'q3_k'), + ('TQ2_0', 'tq2_0'), + ] + + # Create output directory + self.output_dir.mkdir(parents=True, exist_ok=True) + + # Verify llama-perplexity binary exists + if not self.llama_perplexity_bin.exists(): + raise FileNotFoundError(f"llama-perplexity binary not found: {self.llama_perplexity_bin}") + + # Verify quantize binary exists if testing embeddings + if self.test_embeddings and not self.quantize_bin.exists(): + raise FileNotFoundError(f"llama-quantize binary not found: {self.quantize_bin}") + + # Verify model file exists + if not self.model_path.exists(): + raise FileNotFoundError(f"Model file not found: {self.model_path}") + + def find_datasets(self): + """Find all test.txt files in dataset directories.""" + datasets = [] + + if not self.data_dir.exists(): + print(f"❌ Data directory not found: {self.data_dir}") + return datasets + + print(f"\n🔍 Searching for datasets in {self.data_dir}...") + + # Look for test.txt files in subdirectories + for dataset_dir in sorted(self.data_dir.iterdir()): + if dataset_dir.is_dir(): + test_file = dataset_dir / "test.txt" + if test_file.exists(): + size_mb = test_file.stat().st_size / (1024 * 1024) + datasets.append({ + 'name': dataset_dir.name, + 'path': test_file, + 'size': test_file.stat().st_size, + 'size_mb': size_mb + }) + print(f" ✅ {dataset_dir.name:<20} ({size_mb:.2f} MB)") + else: + print(f" ⚠️ {dataset_dir.name:<20} (no test.txt found)") + + return datasets + + def create_quick_dataset(self, dataset_path, num_chars=4096): + """Create a temporary dataset with only the first N characters for quick testing.""" + temp_file = tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.txt', encoding='utf-8') + self.temp_files.append(temp_file.name) + + try: + with open(dataset_path, 'r', encoding='utf-8', errors='ignore') as f: + content = f.read(num_chars) + temp_file.write(content) + temp_file.close() + return Path(temp_file.name) + except Exception as e: + print(f"⚠️ Failed to create quick dataset: {e}") + temp_file.close() + return dataset_path + + def cleanup_temp_files(self): + """Clean up temporary files.""" + for temp_file in self.temp_files: + try: + os.unlink(temp_file) + except: + pass + self.temp_files = [] + + def run_perplexity_test(self, dataset_name, dataset_path, threads=16, ctx_size=512, model_override=None): + """Run perplexity test on a single dataset.""" + test_model = model_override if model_override else self.model_path + + print(f"\n{'='*80}") + print(f"📊 Testing on dataset: {dataset_name}") + print(f" File: {dataset_path}") + print(f" Model: {test_model.name}") + print(f"{'='*80}") + + cmd = [ + str(self.llama_perplexity_bin), + "-m", str(test_model), + "-f", str(dataset_path), + "-t", str(threads), + "-c", str(ctx_size), + "-ngl", "0" # CPU only + ] + + print(f"💻 Command: {' '.join(cmd)}") + print(f"⏱️ Starting test...\n") + + start_time = time.time() + + try: + result = subprocess.run( + cmd, + capture_output=True, + text=True, + timeout=3600, # 1 hour timeout + cwd=os.getcwd() + ) + + elapsed_time = time.time() - start_time + + if result.returncode == 0: + # Parse perplexity from output (check both stdout and stderr) + combined_output = result.stdout + "\n" + result.stderr + ppl = self.parse_perplexity(combined_output) + + if ppl is not None: + print(f"\n✅ Perplexity: {ppl}") + print(f"⏱️ Time: {elapsed_time:.2f}s ({elapsed_time/60:.2f} min)") + status = "success" + else: + print(f"\n⚠️ Test completed but could not parse perplexity") + print(f"Last 500 chars of stdout:") + print(result.stdout[-500:]) + print(f"Last 500 chars of stderr:") + print(result.stderr[-500:]) + status = "parse_error" + ppl = None + else: + print(f"\n❌ Test failed with return code {result.returncode}") + print(f"Error: {result.stderr[:500]}") + status = "failed" + ppl = None + elapsed_time = time.time() - start_time + + return { + 'dataset': dataset_name, + 'perplexity': ppl, + 'time': elapsed_time, + 'status': status, + 'stdout': result.stdout, + 'stderr': result.stderr + } + + except subprocess.TimeoutExpired: + elapsed_time = time.time() - start_time + print(f"\n❌ Timeout after {elapsed_time:.2f}s") + return { + 'dataset': dataset_name, + 'perplexity': None, + 'time': elapsed_time, + 'status': 'timeout', + 'stdout': '', + 'stderr': 'Test exceeded 1 hour timeout' + } + except Exception as e: + elapsed_time = time.time() - start_time + print(f"\n❌ Error: {e}") + return { + 'dataset': dataset_name, + 'perplexity': None, + 'time': elapsed_time, + 'status': 'error', + 'stdout': '', + 'stderr': str(e) + } + + def parse_perplexity(self, output): + """Parse perplexity value (mean±std format) from llama-perplexity output.""" + # First try to match "PPL = mean +/- std" format + pattern_with_std = r'PPL\s*=\s*(\d+\.?\d*)\s*\+/-\s*(\d+\.?\d*)' + match = re.search(pattern_with_std, output, re.IGNORECASE | re.MULTILINE) + if match: + try: + mean = float(match.group(1)) + std = float(match.group(2)) + return f"{mean:.4f}±{std:.4f}" + except ValueError: + pass + + # Fallback to patterns without std + patterns = [ + r'Final estimate:\s*PPL\s*=\s*(\d+\.?\d*)', + r'Final perplexity:\s*(\d+\.?\d*)', + r'PPL\s*=\s*(\d+\.?\d*)', + r'PPL:\s*(\d+\.?\d*)', + r'perplexity:\s*(\d+\.?\d*)', + r'ppl\s*=\s*(\d+\.?\d*)', + r'Perplexity:\s*(\d+\.?\d*)', + ] + + for pattern in patterns: + match = re.search(pattern, output, re.IGNORECASE | re.MULTILINE) + if match: + try: + return f"{float(match.group(1)):.4f}" + except ValueError: + continue + + return None + + def quantize_embedding(self, embedding_type, output_suffix): + """ + Quantize model with specific embedding type. + + Args: + embedding_type: Token embedding type (uppercase, e.g., 'Q6_K') + output_suffix: Output file suffix (lowercase, e.g., 'q6_k') + + Returns: + Path to quantized model or None if failed + """ + # Construct output path + model_dir = self.model_path.parent + output_path = model_dir / f"ggml-model-i2_s-embed-{output_suffix}.gguf" + + # Check if file already exists + file_existed = output_path.exists() + + if file_existed: + print(f"ℹ️ Model already exists: {output_path.name}") + return output_path + + cmd = [ + str(self.quantize_bin), + "--token-embedding-type", embedding_type, + str(self.model_path), + str(output_path), + "I2_S", + "1", + "1" + ] + + print(f"\n{'='*80}") + print(f"🔄 Quantizing with embedding type: {embedding_type}") + print(f"📥 Input: {self.model_path.name}") + print(f"📤 Output: {output_path.name}") + print(f"💻 Command: {' '.join(cmd)}") + print(f"{'='*80}\n") + + start_time = time.time() + + try: + result = subprocess.run( + cmd, + capture_output=True, + text=True, + cwd=os.getcwd(), + timeout=600 # 10 minutes timeout + ) + + duration = time.time() - start_time + + if result.returncode == 0: + file_size_mb = output_path.stat().st_size / (1024 * 1024) + print(f"✅ Quantization successful!") + print(f" Duration: {duration:.2f}s") + print(f" Size: {file_size_mb:.2f} MB") + + # Mark as newly created + self.created_models.add(output_path) + return output_path + else: + print(f"❌ Quantization failed with return code {result.returncode}") + print(f"Error: {result.stderr[:500]}") + return None + + except subprocess.TimeoutExpired: + print(f"❌ Quantization timeout (exceeded 10 minutes)") + return None + except Exception as e: + print(f"❌ Quantization error: {e}") + return None + + def cleanup_model(self, model_path): + """Delete model file if it was created during this session.""" + if model_path in self.created_models: + try: + model_path.unlink() + print(f"🗑️ Deleted: {model_path.name}") + self.created_models.remove(model_path) + except Exception as e: + print(f"⚠️ Failed to delete {model_path.name}: {e}") + else: + print(f"ℹ️ Keeping existing file: {model_path.name}") + + def run_all_tests(self, threads=16, ctx_size=512): + """Run perplexity tests on all datasets.""" + datasets = self.find_datasets() + + if not datasets: + print(f"\n❌ No datasets found in {self.data_dir}") + print(f" Make sure each dataset directory has a test.txt file") + return + + # Quick mode: test all datasets but only first 4096 chars with smaller context + if self.quick_mode: + ctx_size = min(ctx_size, 128) # Use smaller context in quick mode + print(f"\n⚡ QUICK TEST MODE ENABLED") + print(f" - Testing all datasets with first 4096 characters only") + print(f" - Using reduced context size: {ctx_size}") + + # Determine models to test + if self.test_embeddings: + print(f"\n{'='*80}") + print(f"🧪 EMBEDDING QUANTIZATION TEST MODE") + print(f"{'='*80}") + print(f"📦 Base model: {self.model_path.name}") + print(f"🔢 Embedding types to test: {len(self.embedding_types)}") + print(f"📊 Datasets: {len(datasets)}") + print(f"🧵 Threads: {threads}") + print(f"📏 Context size: {ctx_size}") + print(f"{'='*80}") + + total_start = time.time() + + # Test each embedding type + for i, (embedding_type, output_suffix) in enumerate(self.embedding_types, 1): + print(f"\n\n{'#'*80}") + print(f"[{i}/{len(self.embedding_types)}] Testing embedding type: {output_suffix} ({embedding_type})") + print(f"{'#'*80}") + + # Quantize model + quantized_model = self.quantize_embedding(embedding_type, output_suffix) + + if quantized_model is None: + print(f"⚠️ Skipping tests for {output_suffix} due to quantization failure") + continue + + # Test on all datasets + for j, dataset in enumerate(datasets, 1): + print(f"\n[{j}/{len(datasets)}] Testing {dataset['name']} with {output_suffix}...") + + # Use quick dataset if in quick mode + test_path = dataset['path'] + if self.quick_mode: + test_path = self.create_quick_dataset(dataset['path']) + + result = self.run_perplexity_test( + f"{dataset['name']}_embed-{output_suffix}", + test_path, + threads, + ctx_size, + model_override=quantized_model + ) + self.results.append(result) + + # Cleanup model after testing + print(f"\n🧹 Cleaning up {output_suffix} model...") + self.cleanup_model(quantized_model) + + print(f"\n{'#'*80}") + print(f"✅ Completed {output_suffix}") + print(f"{'#'*80}") + + total_time = time.time() - total_start + + else: + # Regular single model test + print(f"\n{'='*80}") + print(f"🚀 PERPLEXITY TEST SESSION{' (QUICK MODE)' if self.quick_mode else ''}") + print(f"{'='*80}") + print(f"📦 Model: {self.model_path.name}") + print(f"📁 Model path: {self.model_path}") + print(f"📊 Datasets {'to test' if self.quick_mode else 'found'}: {len(datasets)}") + print(f"🧵 Threads: {threads}") + print(f"📏 Context size: {ctx_size}") + print(f"{'='*80}") + + total_start = time.time() + + # Run tests + for i, dataset in enumerate(datasets, 1): + print(f"\n\n[{i}/{len(datasets)}] Processing {dataset['name']}...") + + # Use quick dataset if in quick mode + test_path = dataset['path'] + if self.quick_mode: + test_path = self.create_quick_dataset(dataset['path']) + + result = self.run_perplexity_test( + dataset['name'], + test_path, + threads, + ctx_size + ) + self.results.append(result) + + total_time = time.time() - total_start + + # Clean up temporary files + if self.quick_mode: + print(f"\n🧹 Cleaning up temporary files...") + self.cleanup_temp_files() + + # Save results + self.save_results() + + # Print summary + self.print_summary(total_time) + + def save_results(self): + """Save results to CSV file.""" + timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") + model_name = self.model_path.stem + + # Use custom CSV path if provided + if self.csv_output: + csv_file = self.csv_output + # Create parent directory if needed + csv_file.parent.mkdir(parents=True, exist_ok=True) + else: + csv_file = self.output_dir / f"ppl_{model_name}_{timestamp}.csv" + + print(f"\n💾 Saving results...") + + with open(csv_file, 'w', newline='') as f: + writer = csv.DictWriter(f, fieldnames=['dataset', 'perplexity', 'time_seconds', 'status']) + writer.writeheader() + for result in self.results: + writer.writerow({ + 'dataset': result['dataset'], + 'perplexity': result['perplexity'] if result['perplexity'] is not None else 'N/A', + 'time_seconds': f"{result['time']:.2f}", + 'status': result['status'] + }) + + print(f" ✅ CSV saved: {csv_file}") + + # Save detailed log + log_file = self.output_dir / f"ppl_{model_name}_{timestamp}.log" + with open(log_file, 'w') as f: + f.write(f"Perplexity Test Results\n") + f.write(f"{'='*80}\n") + f.write(f"Model: {self.model_path}\n") + f.write(f"Timestamp: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n") + f.write(f"{'='*80}\n\n") + + for result in self.results: + f.write(f"\n{'='*80}\n") + f.write(f"Dataset: {result['dataset']}\n") + f.write(f"Perplexity: {result['perplexity']}\n") + f.write(f"Time: {result['time']:.2f}s\n") + f.write(f"Status: {result['status']}\n") + f.write(f"\nOutput:\n{result['stdout']}\n") + if result['stderr']: + f.write(f"\nErrors:\n{result['stderr']}\n") + + print(f" ✅ Log saved: {log_file}") + + def print_summary(self, total_time): + """Print summary of all tests.""" + print(f"\n\n{'='*80}") + print(f"📊 TEST SUMMARY") + print(f"{'='*80}\n") + + # Sort results by perplexity (lower is better) + successful = [r for r in self.results if r['perplexity'] is not None] + failed = [r for r in self.results if r['perplexity'] is None] + + if successful: + # Extract numeric value from "mean±std" format for sorting + def get_ppl_value(result): + ppl = result['perplexity'] + if isinstance(ppl, str) and '±' in ppl: + return float(ppl.split('±')[0]) + elif isinstance(ppl, str): + try: + return float(ppl) + except ValueError: + return float('inf') + return ppl + + successful_sorted = sorted(successful, key=get_ppl_value) + + print(f"{'Dataset':<20} {'Perplexity':>20} {'Time (s)':>12} {'Status':<15}") + print(f"{'-'*80}") + + for result in successful_sorted: + ppl_str = str(result['perplexity']) if result['perplexity'] is not None else 'N/A' + print(f"{result['dataset']:<20} {ppl_str:>20} " + f"{result['time']:>12.2f} {result['status']:<15}") + + best_ppl = str(successful_sorted[0]['perplexity']) + print(f"\n🏆 Best result: {successful_sorted[0]['dataset']} " + f"(PPL: {best_ppl})") + + if failed: + print(f"\n❌ Failed tests ({len(failed)}):") + for result in failed: + print(f" - {result['dataset']}: {result['status']}") + + print(f"\n{'='*80}") + print(f"✅ Completed: {len(successful)}/{len(self.results)}") + print(f"⏱️ Total time: {total_time:.2f}s ({total_time/60:.2f} min)") + print(f"📁 Results saved in: {self.output_dir}") + print(f"{'='*80}\n") + + +def main(): + parser = argparse.ArgumentParser(description='Test model perplexity on multiple datasets') + parser.add_argument('--model', '-m', + required=True, + help='Path to GGUF model file') + parser.add_argument('--data-dir', '-d', + default='data', + help='Directory containing dataset folders (default: data)') + parser.add_argument('--threads', '-t', + type=int, + default=16, + help='Number of threads (default: 16)') + parser.add_argument('--ctx-size', '-c', + type=int, + default=512, + help='Context size (default: 512)') + parser.add_argument('--output-dir', '-o', + default='perplexity_results', + help='Output directory for results (default: perplexity_results)') + parser.add_argument('--llama-perplexity', + default='./build/bin/llama-perplexity', + help='Path to llama-perplexity binary (default: ./build/bin/llama-perplexity)') + parser.add_argument('--quick', '-q', + action='store_true', + help='Quick test mode: test all datasets with first 4096 characters and reduced context size (128)') + parser.add_argument('--test-embeddings', '-e', + action='store_true', + help='Test different embedding quantization types (f32, f16, q8_0, q6_k, q5_0, q4_0, q3_k, tq2_0)') + parser.add_argument('--csv-output', + help='Custom path for CSV output file (e.g., results/my_ppl_results.csv)') + parser.add_argument('--quantize-bin', + default='./build/bin/llama-quantize', + help='Path to llama-quantize binary (default: ./build/bin/llama-quantize)') + + args = parser.parse_args() + + try: + tester = PerplexityTester( + model_path=args.model, + llama_perplexity_bin=args.llama_perplexity, + data_dir=args.data_dir, + output_dir=args.output_dir, + quick_mode=args.quick, + quantize_bin=args.quantize_bin, + test_embeddings=args.test_embeddings, + csv_output=args.csv_output + ) + + tester.run_all_tests( + threads=args.threads, + ctx_size=args.ctx_size + ) + + except FileNotFoundError as e: + print(f"❌ Error: {e}") + return 1 + except KeyboardInterrupt: + print("\n\n⚠️ Test interrupted by user") + return 1 + except Exception as e: + print(f"\n❌ Unexpected error: {e}") + import traceback + traceback.print_exc() + return 1 + + return 0 + + +if __name__ == "__main__": + exit(main()) diff --git a/utils/test_typical_shapes.sh b/utils/test_typical_shapes.sh new file mode 100755 index 0000000..6ad805c --- /dev/null +++ b/utils/test_typical_shapes.sh @@ -0,0 +1,120 @@ +#!/bin/bash +# Test typical matrix shapes for BitNet-2B model +# Based on BitNet-b1.58-2B-4T architecture + +echo "==========================================" +echo "BitNet-2B Typical Shapes Performance Test" +echo "==========================================" +echo "" + +ITERATIONS=1000 +BENCHMARK="../build/test_gemm_kernel" + +# Create stats directory if not exists +mkdir -p ../stats + +# Generate output CSV filename +CSV_FILE="../stats/gemm_kernel_test_noparal.csv" + +# Write CSV header +echo "test_name,n,nr,nc,time_ms,gflops,throughput_tokens_per_sec" > "$CSV_FILE" +echo "Results will be saved to: $CSV_FILE" +echo "" + +# Function to extract metrics and append to CSV +extract_and_save() { + local test_name="$1" + local output="$2" + + # Extract values using grep and awk + local n=$(echo "$output" | grep "Embedding dimension" | awk '{print $5}') + local nr=$(echo "$output" | grep "Matrix Y rows" | awk '{print $6}') + local nc=$(echo "$output" | grep "Matrix X columns" | awk '{print $6}') + local avg_time=$(echo "$output" | grep "Average time" | awk '{print $4}') + local min_time=$(echo "$output" | grep "Min time" | awk '{print $4}') + local max_time=$(echo "$output" | grep "Max time" | awk '{print $4}') + local gflops=$(echo "$output" | grep "GFLOPS" | awk '{print $3}') + local throughput=$(echo "$output" | grep "Throughput" | awk '{print $3}') + + # Calculate standard deviation estimate from range (assuming ~95% of data within min-max) + # For normal distribution, range ≈ 4*std, so std ≈ range/4 + local std_time=$(echo "scale=4; ($max_time - $min_time) / 4" | bc) + + # Format as mean±std + local time_formatted="${avg_time}±${std_time}" + + # For GFLOPS and throughput, we don't have std info, so just use the value + # If you want to estimate std for these as well, you would need more data + + # Append to CSV + echo "${test_name},${n},${nr},${nc},${time_formatted},${gflops},${throughput}" >> "$CSV_FILE" +} + +echo "Test 1: Single Token Generation (Attention QKV projection)" +echo " Scenario: Generating 1 token at a time" +echo " Shape: n=2048, r=1, c=2048" +OUTPUT=$($BENCHMARK -n 2048 -r 1 -c 2048 -i $ITERATIONS 2>&1) +echo "$OUTPUT" +extract_and_save "single_token_gen" "$OUTPUT" +echo "" + +echo "Test 2: Small Batch Prompt Processing (Attention QKV projection)" +echo " Scenario: Processing prompt with 128 tokens, batch size 1" +echo " Shape: n=2048, r=128, c=2048" +OUTPUT=$($BENCHMARK -n 2048 -r 128 -c 2048 -i $ITERATIONS 2>&1) +echo "$OUTPUT" +extract_and_save "small_batch_prompt" "$OUTPUT" +echo "" + +echo "Test 3: Medium Batch Prompt Processing (Attention QKV projection)" +echo " Scenario: Processing prompt with 256 tokens or batch of 256" +echo " Shape: n=2048, r=256, c=2048" +OUTPUT=$($BENCHMARK -n 2048 -r 256 -c 2048 -i $ITERATIONS 2>&1) +echo "$OUTPUT" +extract_and_save "medium_batch_prompt" "$OUTPUT" +echo "" + +echo "Test 4: Large Batch Processing (Attention QKV projection)" +echo " Scenario: Processing 512 tokens or batch of 512" +echo " Shape: n=2048, r=512, c=2048" +OUTPUT=$($BENCHMARK -n 2048 -r 512 -c 2048 -i $ITERATIONS 2>&1) +echo "$OUTPUT" +extract_and_save "large_batch_prompt" "$OUTPUT" +echo "" + +echo "Test 5: FFN Up-projection (Small batch)" +echo " Scenario: Feed-forward network expansion, 128 tokens" +echo " Shape: n=2048, r=128, c=8192" +OUTPUT=$($BENCHMARK -n 2048 -r 128 -c 8192 -i $ITERATIONS 2>&1) +echo "$OUTPUT" +extract_and_save "ffn_up_projection" "$OUTPUT" +echo "" + +echo "Test 6: FFN Down-projection (Small batch)" +echo " Scenario: Feed-forward network reduction, 128 tokens" +echo " Shape: n=8192, r=128, c=2048" +OUTPUT=$($BENCHMARK -n 8192 -r 128 -c 2048 -i $ITERATIONS 2>&1) +echo "$OUTPUT" +extract_and_save "ffn_down_projection" "$OUTPUT" +echo "" + +echo "Test 7: Long Context Processing" +echo " Scenario: Processing very long context (2048 tokens)" +echo " Shape: n=2048, r=2048, c=2048" +OUTPUT=$($BENCHMARK -n 2048 -r 2048 -c 2048 -i $ITERATIONS 2>&1) +echo "$OUTPUT" +extract_and_save "long_context" "$OUTPUT" +echo "" + +echo "Test 8: Batched Token Generation" +echo " Scenario: Generating tokens for 32 sequences simultaneously" +echo " Shape: n=2048, r=32, c=2048" +OUTPUT=$($BENCHMARK -n 2048 -r 32 -c 2048 -i $ITERATIONS 2>&1) +echo "$OUTPUT" +extract_and_save "batched_token_gen" "$OUTPUT" +echo "" + +echo "==========================================" +echo "All tests completed!" +echo "Results saved to: $CSV_FILE" +echo "==========================================" diff --git a/utils/tune_gemm_config.py b/utils/tune_gemm_config.py new file mode 100644 index 0000000..83b4218 --- /dev/null +++ b/utils/tune_gemm_config.py @@ -0,0 +1,405 @@ +#!/usr/bin/env python3 +""" +GEMM Configuration Tuning Script +This script automatically tunes ROW_BLOCK_SIZE, COL_BLOCK_SIZE, and PARALLEL_SIZE +to find the optimal configuration for maximum throughput (t/s). +""" + +import subprocess +import os +import re +import csv +import shutil +from datetime import datetime +from pathlib import Path +import argparse + + +class GemmTuner: + def __init__(self, config_path, model_path, threads=16): + self.config_path = Path(config_path) + self.model_path = model_path + self.threads = threads + self.backup_path = self.config_path.parent / f"gemm-config.h.backup_{datetime.now().strftime('%Y%m%d_%H%M%S')}" + self.build_dir = Path("../build") + self.results = [] + + def backup_config(self): + """Backup current configuration file""" + print(f"📦 Backing up current config to {self.backup_path}") + shutil.copy2(self.config_path, self.backup_path) + + def restore_config(self): + """Restore original configuration file""" + print(f"♻️ Restoring original config from {self.backup_path}") + shutil.copy2(self.backup_path, self.config_path) + + def generate_config(self, act_parallel, row_block_size, col_block_size, parallel_size): + """Generate new configuration file""" + content = "" + + # ACT_PARALLEL definition + if act_parallel: + content += "#define ACT_PARALLEL\n" + else: + content += "// #define ACT_PARALLEL\n" + + # Detect architecture branches in original config file + with open(self.backup_path, 'r') as f: + original = f.read() + + has_avx = "__AVX__" in original or "__AVX2__" in original + has_arm = "__ARM_NEON" in original + + # If architecture detection exists, generate corresponding branches + if has_avx and has_arm: + # Multi-architecture configuration + content += "#if defined(__AVX__) || defined(__AVX2__) || defined(__AVX512F__) || defined(__SSSE3__)\n" + content += "#if defined(ACT_PARALLEL)\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#else\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#endif\n" + content += "#elif defined(__ARM_NEON)\n" + content += "#if defined(ACT_PARALLEL)\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#else\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#endif\n" + content += "#endif\n" + elif has_avx: + # AVX architecture only + content += "#if defined(__AVX__) || defined(__AVX2__) || defined(__AVX512F__) || defined(__SSSE3__)\n" + content += "#if defined(ACT_PARALLEL)\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#else\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#endif\n" + content += "#endif\n" + elif has_arm: + # ARM architecture only + content += "#if defined(__ARM_NEON)\n" + content += "#if defined(ACT_PARALLEL)\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#else\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#endif\n" + content += "#endif\n" + else: + # No architecture detection, define directly + content += "#if defined(ACT_PARALLEL)\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#else\n" + content += f" #define ROW_BLOCK_SIZE {row_block_size}\n" + content += f" #define COL_BLOCK_SIZE {col_block_size}\n" + content += f" #define PARALLEL_SIZE {parallel_size}\n" + content += "#endif\n" + + content += "\n" + + with open(self.config_path, 'w') as f: + f.write(content) + + def rebuild_project(self): + """Rebuild project""" + print("🔨 Rebuilding project...") + result = subprocess.run( + ["cmake", "--build", str(self.build_dir), "--target", "llama-bench"], + capture_output=True, + text=True, + cwd=os.getcwd() + ) + if result.returncode != 0: + print(f"⚠️ Build warning/error: {result.stderr}") + return False + return True + + def run_benchmark(self): + """Run benchmark test""" + cmd = [ + f"{self.build_dir}/bin/llama-bench", + "-m", self.model_path, + "-p", "128", + "-n", "0", + "-t", str(self.threads), + "-ngl", "0" + ] + + print(f"⚡ Running benchmark: {' '.join(cmd)}") + + result = subprocess.run( + cmd, + capture_output=True, + text=True, + cwd=os.getcwd(), + timeout=300 # 5分钟超时 + ) + + if result.returncode != 0: + print(f"❌ Benchmark failed: {result.stderr}") + return None + + return result.stdout + + def parse_throughput(self, output): + """Parse pp128 throughput from output""" + # 匹配 pp128: | pp128 | 501.06 ± 11.37 | + pp_pattern = r'\|\s+pp128\s+\|\s+([\d.]+)\s+±\s+([\d.]+)\s+\|' + pp_match = re.search(pp_pattern, output) + + if pp_match: + pp_throughput = float(pp_match.group(1)) + pp_std_dev = float(pp_match.group(2)) + + return { + 'pp_throughput': pp_throughput, + 'pp_std_dev': pp_std_dev + } + + return None + + def test_configuration(self, act_parallel, row_block_size, col_block_size, parallel_size): + """Test single configuration""" + config_name = f"ACT_{'ON' if act_parallel else 'OFF'}_R{row_block_size}_C{col_block_size}_P{parallel_size}" + print(f"\n{'='*80}") + print(f"🧪 Testing configuration: {config_name}") + print(f" ACT_PARALLEL: {act_parallel}") + print(f" ROW_BLOCK_SIZE: {row_block_size}") + print(f" COL_BLOCK_SIZE: {col_block_size}") + print(f" PARALLEL_SIZE: {parallel_size}") + print(f"{'='*80}") + + # Generate configuration + self.generate_config(act_parallel, row_block_size, col_block_size, parallel_size) + + # Rebuild project + if not self.rebuild_project(): + print("⚠️ Build failed, skipping this configuration") + return None + + # Run benchmark test + output = self.run_benchmark() + if output is None: + return None + + # Parse results + metrics = self.parse_throughput(output) + + if metrics is not None: + result = { + 'act_parallel': act_parallel, + 'row_block_size': row_block_size, + 'col_block_size': col_block_size, + 'parallel_size': parallel_size, + 'config_name': config_name, + **metrics + } + self.results.append(result) + print(f"✅ PP128: {metrics['pp_throughput']:.2f} ± {metrics['pp_std_dev']:.2f} t/s") + return result + else: + print("❌ Failed to parse throughput") + return None + + def save_results(self, csv_path): + """Save results to CSV file""" + print(f"\n💾 Saving results to {csv_path}") + + with open(csv_path, 'w', newline='') as f: + writer = csv.DictWriter(f, fieldnames=[ + 'config_name', 'act_parallel', 'row_block_size', + 'col_block_size', 'parallel_size', + 'pp_throughput', 'pp_std_dev' + ]) + writer.writeheader() + writer.writerows(self.results) + + def find_best_config(self): + """Find the best configuration with highest throughput""" + if not self.results: + print("❌ No valid results found") + return None + + best = max(self.results, key=lambda x: x['pp_throughput']) + return best + + def run_tuning(self, configurations, output_csv=None): + """Run test for all configurations""" + print(f"\n🚀 Starting tuning process with {len(configurations)} configurations") + print(f"📊 Model: {self.model_path}") + print(f"🧵 Threads: {self.threads}\n") + + # Backup configuration + self.backup_config() + + try: + # Test all configurations + for i, config in enumerate(configurations, 1): + print(f"\n[{i}/{len(configurations)}]") + self.test_configuration(**config) + + # Save results + if output_csv is None: + timestamp = datetime.now().strftime('%Y%m%d_%H%M%S') + csv_path = f"stats/tuning_results_{timestamp}.csv" + else: + csv_path = output_csv + self.save_results(csv_path) + + # Find best configuration + best = self.find_best_config() + if best: + print(f"\n{'='*80}") + print(f"🏆 BEST CONFIGURATION FOUND!") + print(f"{'='*80}") + print(f"Configuration: {best['config_name']}") + print(f"ACT_PARALLEL: {best['act_parallel']}") + print(f"ROW_BLOCK_SIZE: {best['row_block_size']}") + print(f"COL_BLOCK_SIZE: {best['col_block_size']}") + print(f"PARALLEL_SIZE: {best['parallel_size']}") + print(f"PP128 Throughput: {best['pp_throughput']:.2f} ± {best['pp_std_dev']:.2f} t/s") + print(f"{'='*80}\n") + + # Apply best configuration + apply = input("Do you want to apply this configuration? (y/n): ").strip().lower() + if apply == 'y': + self.generate_config( + best['act_parallel'], + best['row_block_size'], + best['col_block_size'], + best['parallel_size'] + ) + self.rebuild_project() + print("✅ Best configuration applied!") + else: + self.restore_config() + print("✅ Original configuration restored") + + except KeyboardInterrupt: + print("\n⚠️ Tuning interrupted by user") + self.restore_config() + except Exception as e: + print(f"\n❌ Error during tuning: {e}") + self.restore_config() + raise + + +def generate_configurations(): + """Generate list of configurations to test""" + configurations = [] + + act_parallel_options = [True] + + row_sizes = [2, 4, 8, 16, 32] + col_sizes = [32, 64, 128, 256, 512, 1024] + parallelism_degree = [2, 4, 8] + + for act_parallel in act_parallel_options: + for row in row_sizes: + for col in col_sizes: + for parallel in parallelism_degree: + # Add filtering conditions + if act_parallel: + # When ACT_PARALLEL=True, only calculate combinations with parallel < row + if parallel > row: + continue + else: + # When ACT_PARALLEL=False, only calculate combinations with parallel < col + if parallel > col: + continue + + configurations.append({ + 'act_parallel': act_parallel, + 'row_block_size': row, + 'col_block_size': col, + 'parallel_size': parallel + }) + + return configurations + + +def main(): + parser = argparse.ArgumentParser(description='Tune GEMM configuration for optimal performance') + parser.add_argument('--config', default='../include/gemm-config.h', + help='Path to gemm-config.h file') + parser.add_argument('--model', default='../models/BitNet-b1.58-2B-4T/ggml-model-i2_s-embed-q6_k.gguf', + help='Path to model file') + parser.add_argument('--threads', type=int, default=8, + help='Number of threads to use') + parser.add_argument('--quick', action='store_true', + help='Quick test with fewer configurations') + parser.add_argument('--custom', action='store_true', + help='Manually specify configurations to test') + parser.add_argument('--output', type=str, default=None, + help='Output CSV file path (default: stats/tuning_results_.csv)') + + args = parser.parse_args() + + tuner = GemmTuner(args.config, args.model, args.threads) + + if args.custom: + # Custom configuration mode + print("Custom configuration mode") + configurations = [] + while True: + print("\nEnter configuration (or 'done' to finish):") + act = input("ACT_PARALLEL (y/n): ").strip().lower() == 'y' + if input == 'done': + break + row = int(input("ROW_BLOCK_SIZE: ")) + col = int(input("COL_BLOCK_SIZE: ")) + par = int(input("PARALLEL_SIZE: ")) + configurations.append({ + 'act_parallel': act, + 'row_block_size': row, + 'col_block_size': col, + 'parallel_size': par + }) + elif args.quick: + # Quick test mode - test only a few key configurations + configurations = [ + {'act_parallel': True, 'row_block_size': 4, 'col_block_size': 128, 'parallel_size': 4}, + {'act_parallel': True, 'row_block_size': 8, 'col_block_size': 128, 'parallel_size': 4}, + {'act_parallel': True, 'row_block_size': 4, 'col_block_size': 64, 'parallel_size': 4}, + {'act_parallel': False, 'row_block_size': 32, 'col_block_size': 4, 'parallel_size': 4}, + {'act_parallel': False, 'row_block_size': 16, 'col_block_size': 4, 'parallel_size': 4}, + ] + else: + # Full test mode + configurations = generate_configurations() + + print(f"\n{'='*80}") + print(f"GEMM Configuration Tuner") + print(f"{'='*80}") + print(f"Total configurations to test: {len(configurations)}") + print(f"Estimated time: ~{len(configurations) * 0.5:.1f} minutes (assuming 30s per test)") + print(f"{'='*80}\n") + + proceed = input("Proceed with tuning? (y/n): ").strip().lower() + if proceed != 'y': + print("Tuning cancelled") + return + + tuner.run_tuning(configurations, output_csv=args.output) + + +if __name__ == "__main__": + main()

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