218 lines
9.3 KiB
Bash
Executable File
218 lines
9.3 KiB
Bash
Executable File
#!/usr/bin/env bash
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# 64 requests per TP: 2 tasks x 4 short-edge resolutions x 8 prompts.
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set -Eeuo pipefail
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TOTAL_GPUS=${TOTAL_GPUS:-8}
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NUM_INFERENCE_STEPS=${NUM_INFERENCE_STEPS:-20}
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DURATION_SECONDS=${DURATION_SECONDS:-5}
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TP_MATRIX=${TP_MATRIX:-"8 4 2"}
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TASKS=${TASKS:-"fl2va ref2va"}
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RESOLUTIONS=${RESOLUTIONS:-"480,720,768,1080"}
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REQUESTS_PER_RESOLUTION=${REQUESTS_PER_RESOLUTION:-8}
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REQUESTS_PER_TASK=$((REQUESTS_PER_RESOLUTION * 4))
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TOTAL_REQUESTS_PER_TP=$((REQUESTS_PER_TASK * 2))
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BASE_PORT=${BASE_PORT:-30010}
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PORT_STRIDE=${PORT_STRIDE:-10}
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MASTER_PORT_BASE=${MASTER_PORT_BASE:-31000}
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SCHEDULER_PORT_BASE=${SCHEDULER_PORT_BASE:-32000}
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HOST=${HOST:-127.0.0.1}
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MODEL=${MODEL:-/data/hf_models/MiniMax-H3}
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REPO_ROOT=${REPO_ROOT:-/data/wxy/sskj-h3}
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REFERENCE_IMAGE=${REFERENCE_IMAGE:-/data/wxy/sskj-MiniMax-H3/assets/reference_images/landscape_mountain_lake.jpg}
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PROMPT_FILE=${PROMPT_FILE:-/root/.cache/sglang/vbench_subject_consistency.txt}
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PYTHON=${PYTHON:-/root/.miniconda3/envs/sglang/bin/python}
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SGLANG_BIN=${SGLANG_BIN:-/root/.miniconda3/envs/sglang/bin/sglang}
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CLIENT_SCRIPT=${CLIENT_SCRIPT:-$REPO_ROOT/throughput/sglang-base/scripts/minimax_h3_mixed_bench.py}
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SSIM_SCRIPT=${SSIM_SCRIPT:-$REPO_ROOT/throughput/common/paired_video_ssim.py}
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SSIM_REFERENCE_ROOT=${SSIM_REFERENCE_ROOT:-}
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SSIM_THRESHOLD=${SSIM_THRESHOLD:-0.90}
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SSIM_FAIL_BELOW_THRESHOLD=${SSIM_FAIL_BELOW_THRESHOLD:-false}
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FFMPEG_BIN=${FFMPEG_BIN:-/root/.miniconda3/envs/deploy/bin/ffmpeg}
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FFPROBE_BIN=${FFPROBE_BIN:-/root/.miniconda3/envs/deploy/bin/ffprobe}
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SERVER_START_TIMEOUT=${SERVER_START_TIMEOUT:-1800}
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RUN_ID=${RUN_ID:-mixed64-$(date '+%Y%m%d-%H%M%S')}
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RESULT_ROOT=${RESULT_ROOT:-$REPO_ROOT/throughput/sglang-base/results/$RUN_ID}
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declare -a SERVER_PIDS=()
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declare -a CLIENT_PIDS=()
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log() { printf '[%s] %s\n' "$(date '+%F %T')" "$*"; }
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die() { log "ERROR: $*" >&2; exit 1; }
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[[ -x "$PYTHON" ]] || die "python not executable: $PYTHON"
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[[ -x "$SGLANG_BIN" ]] || die "sglang not executable: $SGLANG_BIN"
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[[ -f "$CLIENT_SCRIPT" ]] || die "client script missing: $CLIENT_SCRIPT"
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[[ -f "$REFERENCE_IMAGE" ]] || die "reference image missing: $REFERENCE_IMAGE"
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if [[ -n "$SSIM_REFERENCE_ROOT" ]]; then
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[[ -f "$SSIM_SCRIPT" ]] || die "SSIM script missing: $SSIM_SCRIPT"
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[[ -x "$FFMPEG_BIN" ]] || die "ffmpeg not executable: $FFMPEG_BIN"
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[[ -x "$FFPROBE_BIN" ]] || die "ffprobe not executable: $FFPROBE_BIN"
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fi
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mkdir -p "$RESULT_ROOT"
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SUMMARY_TSV="$RESULT_ROOT/summary.tsv"
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printf 'tp\treplicas\ttask\texpected\trecorded\tcompleted\tfailed\tmachine_qps\tlatency_mean_s\tlatency_p95_s\tmachine_wall_s\n' > "$SUMMARY_TSV"
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port_is_open() {
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"$PYTHON" - "$HOST" "$1" <<'PY'
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import socket, sys
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s = socket.socket(); s.settimeout(0.5)
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try: s.connect((sys.argv[1], int(sys.argv[2])))
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except OSError: raise SystemExit(1)
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else: raise SystemExit(0)
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finally: s.close()
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PY
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}
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stop_servers() {
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local pid alive deadline
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((${#SERVER_PIDS[@]})) || return 0
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log "gracefully stopping ${#SERVER_PIDS[@]} server(s)"
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for pid in "${SERVER_PIDS[@]}"; do
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kill -INT "$pid" 2>/dev/null || true
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done
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deadline=$((SECONDS + 120))
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while ((SECONDS < deadline)); do
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alive=0
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for pid in "${SERVER_PIDS[@]}"; do kill -0 "$pid" 2>/dev/null && alive=1; done
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((alive == 0)) && break
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sleep 2
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done
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for pid in "${SERVER_PIDS[@]}"; do
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if kill -0 "$pid" 2>/dev/null; then
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log "server pid=$pid did not exit after SIGINT; terminating process group"
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kill -TERM -- "-$pid" 2>/dev/null || kill -TERM "$pid" 2>/dev/null || true
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sleep 5
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kill -KILL -- "-$pid" 2>/dev/null || kill -KILL "$pid" 2>/dev/null || true
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fi
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wait "$pid" 2>/dev/null || true
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done
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SERVER_PIDS=()
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}
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cleanup() {
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local rc=$? pid
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trap - EXIT INT TERM
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for pid in "${CLIENT_PIDS[@]}"; do kill -TERM "$pid" 2>/dev/null || true; done
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stop_servers
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exit "$rc"
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}
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trap cleanup EXIT INT TERM
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wait_healthy() {
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local port=$1 pid=$2 log_file=$3 deadline=$((SECONDS + SERVER_START_TIMEOUT))
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while ((SECONDS < deadline)); do
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curl -fsS --max-time 5 "http://${HOST}:${port}/health" >/dev/null 2>&1 && return 0
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if ! kill -0 "$pid" 2>/dev/null; then tail -100 "$log_file" >&2 || true; return 1; fi
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sleep 5
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done
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tail -100 "$log_file" >&2 || true
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return 1
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}
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start_servers() {
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local tp=$1 replicas=$2 variant=$3 phase_dir=$4
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local replica port master_port scheduler_port first_gpu gpu_csv offset gpu server_dir server_log candidate
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SERVER_PIDS=()
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for ((replica=0; replica<replicas; replica++)); do
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port=$((BASE_PORT + replica * PORT_STRIDE))
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master_port=$((MASTER_PORT_BASE + replica * PORT_STRIDE))
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scheduler_port=$((SCHEDULER_PORT_BASE + replica * PORT_STRIDE))
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for candidate in "$port" "$((port+1))" "$master_port" "$scheduler_port"; do
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port_is_open "$candidate" && die "port already in use: $candidate"
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done
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first_gpu=$((replica * tp)); gpu_csv=""
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for ((offset=0; offset<tp; offset++)); do
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gpu=$((first_gpu + offset)); [[ -z "$gpu_csv" ]] && gpu_csv="$gpu" || gpu_csv+=",$gpu"
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done
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server_dir="$phase_dir/server_${replica}_port${port}"; mkdir -p "$server_dir/outputs"
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server_log="$server_dir/server.log"; printf '%s\n' "$gpu_csv" > "$server_dir/cuda_visible_devices.txt"
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log "starting variant=$variant replica=$replica GPUs=$gpu_csv port=$port"
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CUDA_VISIBLE_DEVICES="$gpu_csv" PYTHONUNBUFFERED=1 TOKENIZERS_PARALLELISM=false \
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SGLANG_USE_RUNAI_MODEL_STREAMER=false setsid "$SGLANG_BIN" serve \
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--model-path "$MODEL" --model-variant "$variant" --backend sglang --performance-mode speed \
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--num-gpus "$tp" --tp-size "$tp" --ulysses-degree 1 --use-fsdp-inference false \
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--enable-torch-compile false --batching-max-size 1 --batching-delay-ms 0 \
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--host 0.0.0.0 --port "$port" --master-port "$master_port" --scheduler-port "$scheduler_port" \
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--output-path "$server_dir/outputs" >"$server_log" 2>&1 &
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SERVER_PIDS+=("$!")
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done
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for ((replica=0; replica<replicas; replica++)); do
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port=$((BASE_PORT + replica * PORT_STRIDE))
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server_log="$phase_dir/server_${replica}_port${port}/server.log"
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wait_healthy "$port" "${SERVER_PIDS[$replica]}" "$server_log" || die "$variant replica=$replica failed startup"
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log "variant=$variant replica=$replica healthy port=$port"
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done
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}
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run_clients() {
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local tp=$1 replicas=$2 task=$3 phase_dir=$4
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local replica port client_dir failed=0
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CLIENT_PIDS=()
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for ((replica=0; replica<replicas; replica++)); do
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port=$((BASE_PORT + replica * PORT_STRIDE)); client_dir="$phase_dir/client_${replica}_port${port}"
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mkdir -p "$client_dir"
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"$PYTHON" "$CLIENT_SCRIPT" run --host "$HOST" --port "$port" --model "$MODEL" --task "$task" \
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--reference-image "$REFERENCE_IMAGE" --prompt-file "$PROMPT_FILE" --resolutions "$RESOLUTIONS" \
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--requests-per-resolution "$REQUESTS_PER_RESOLUTION" --replica-index "$replica" --num-replicas "$replicas" \
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--num-inference-steps "$NUM_INFERENCE_STEPS" --warmup-requests 1 --warmup-inference-steps 5 \
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--duration-seconds "$DURATION_SECONDS" --aspect-ratio 16:9 --output "$client_dir/results.jsonl" \
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>"$client_dir/client.log" 2>&1 &
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CLIENT_PIDS+=("$!")
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log "started task=$task client=$replica port=$port requests=$((REQUESTS_PER_TASK / replicas))"
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done
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for ((replica=0; replica<replicas; replica++)); do
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wait "${CLIENT_PIDS[$replica]}" || failed=1
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done
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CLIENT_PIDS=()
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"$PYTHON" "$CLIENT_SCRIPT" summarize --input-dir "$phase_dir" --output "$phase_dir/summary.json" \
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--task "$task" --tp "$tp" --replicas "$replicas" --expected-requests "$REQUESTS_PER_TASK" \
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>> "$SUMMARY_TSV" || failed=1
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return "$failed"
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}
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score_ssim() {
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local tp=$1 replicas=$2 task=$3 phase_dir=$4
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[[ -n "$SSIM_REFERENCE_ROOT" ]] || return 0
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local reference_phase="$SSIM_REFERENCE_ROOT/tp${tp}_replicas${replicas}/${task}"
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local quality_dir="$phase_dir/quality"
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[[ -d "$reference_phase" ]] || {
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log "ERROR: SSIM reference phase missing: $reference_phase" >&2
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return 1
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}
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mkdir -p "$quality_dir"
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local -a command=(
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"$PYTHON" "$SSIM_SCRIPT" compare
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--candidate-dir "$phase_dir"
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--reference-dir "$reference_phase"
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--output-dir "$quality_dir"
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--threshold "$SSIM_THRESHOLD"
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--ffmpeg "$FFMPEG_BIN"
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--ffprobe "$FFPROBE_BIN"
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)
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[[ "$SSIM_FAIL_BELOW_THRESHOLD" == true ]] && command+=(--fail-below-threshold)
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log "computing paired SSIM task=$task reference=$reference_phase"
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"${command[@]}" >"$quality_dir/paired_ssim.log" 2>&1
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}
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read -r -a TP_VALUES <<< "$TP_MATRIX"
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read -r -a TASK_VALUES <<< "$TASKS"
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for tp in "${TP_VALUES[@]}"; do
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((TOTAL_GPUS % tp == 0)) || die "TOTAL_GPUS=$TOTAL_GPUS not divisible by TP=$tp"
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replicas=$((TOTAL_GPUS / tp))
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((REQUESTS_PER_TASK % replicas == 0)) || die "requests/task not divisible by replicas"
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log "===== TP=$tp replicas=$replicas total_requests=$TOTAL_REQUESTS_PER_TP ====="
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for task in "${TASK_VALUES[@]}"; do
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[[ "$task" == fl2va ]] && variant=FL2VA || variant=Ref2VA
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phase_dir="$RESULT_ROOT/tp${tp}_replicas${replicas}/${task}"; mkdir -p "$phase_dir"
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start_servers "$tp" "$replicas" "$variant" "$phase_dir"
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phase_failed=0; run_clients "$tp" "$replicas" "$task" "$phase_dir" || phase_failed=1
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stop_servers
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((phase_failed == 0)) && score_ssim "$tp" "$replicas" "$task" "$phase_dir" || phase_failed=1
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((phase_failed == 0)) || die "TP=$tp task=$task had failed requests; inspect $phase_dir"
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done
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done
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trap - EXIT INT TERM
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log "mixed matrix complete: $SUMMARY_TSV"
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