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# 四节点单卡副本 regeneration:Infinity-Parser2.1-Flash v2.1。
#
# 平台会在每个节点各执行一次本脚本,并注入 PET_NNODES、PET_NODE_RANK、
# PET_NPROC_PER_NODE、MASTER_*、PET_MASTER_* 以及 NCCL/GLOO 网络变量。
# 与 run_all.sh 一样,每张卡启动独立的 vLLM API 和 engine,使用独立端口。
# 每个节点本地处理图片;0 号节点汇总所有端口,执行采样/生成,并在停服后
# 做 16K prepare 和 248320-token 全词表映射。
# TP=1,服务端使用 vLLM 默认调度上限;客户端总并发为每卡 32 × 全局 DP 数,
# 4×8 卡时为 1024。
# 每个端口固定 32 个客户端 worker,避免共享端口的长连接集中到少数 API 进程。
# 请求并发包含前处理和等待时间,不代表每卡始终 Running=32。
#
# 默认直接跑完整流程,也可显式指定:
# bash run_4node_dp.sh full # 生成 + prepare + 全词表映射(默认)
# bash run_4node_dp.sh generate # 只生成
# bash run_4node_dp.sh prepare # 只在 0 号节点 prepare + 全词表映射
# bash run_4node_dp.sh status # 只在 0 号节点查看生成进度
# 修正旧配置后续跑(在四节点任务的启动命令中设置):
# PARSER2_RETRY_ERRORS=1 PARSER2_ALLOW_CONFIG_CHANGE=1 bash run_4node_dp.sh full
set -Eeuo pipefail
readonly SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd -P)"
readonly REPO_ROOT="$(cd -- "${SCRIPT_DIR}/../.." && pwd -P)"
readonly RUN_ALL="${SCRIPT_DIR}/run_all.sh"
readonly VOCAB_SCRIPT="${REPO_ROOT}/scripts/build_vocab_mapping.py"
PYTHON_BIN="${PARSER2_PYTHON_BIN:-${REPO_ROOT}/speculators_venv/bin/python}"
VLLM_BIN="${PARSER2_VLLM_BIN:-${REPO_ROOT}/vllm_venv/bin/vllm}"
SOURCE_JSONL="${PARSER2_SOURCE_JSONL:-/home/ma-user/work/data_mllm/new_datasets/swift_merged_datasets/version_v2.1/train_v2.1.jsonl}"
MODEL="${PARSER2_MODEL:-/home/ma-user/work/data_mllm/publish_models/Infinity-Parser2.1-Flash-2608}"
MEDIA_ROOT="${PARSER2_MEDIA_ROOT:-/inspire/sfs/project/inf-multimodal/public}"
# 保留已有任务的目录,复用已完成的 1.5M 采样及失败记录。
# 目录名沿用首次启动时的命名;实际输出长度以 MAX_TOKENS 为准,词表默认完整。
DATA_ROOT="${PARSER2_DATA_ROOT:-/inspire/sfs/project/inf-multimodal/public/wumengke/datasets/infinity_parsers2_v2_1_max32768_vocab32k}"
OUTPUT_ROOT="${PARSER2_REGEN_ROOT:-${DATA_ROOT}/regen}"
FINAL_DIR="${PARSER2_FINAL_DIR:-${DATA_ROOT}/target_answers}"
PREPARED_ROOT="${PARSER2_PREPARED_ROOT:-${DATA_ROOT}/dflash_data}"
# 与 run_all.sh 一致:总上下文 65536,输出最多 16384,prepare 长度 16384。
# max-model-len 包含输入(含图片展开)和输出,必须给输入保留预算。
MAX_MODEL_LEN="${PARSER2_TEACHER_MAX_MODEL_LEN:-65536}"
MAX_TOKENS="${PARSER2_MAX_TOKENS:-16384}"
SEQ_LENGTH="${PARSER2_SEQ_LENGTH:-16384}"
DRAFT_VOCAB_SIZE="${PARSER2_DRAFT_VOCAB_SIZE:-248320}"
CONCURRENCY_PER_GPU="${PARSER2_CONCURRENCY_PER_GPU:-32}"
MAX_NUM_SEQS="${PARSER2_TEACHER_MAX_NUM_SEQS:-}"
MAX_IMAGES="${PARSER2_TEACHER_MAX_IMAGES:-16}"
API_HOST="${PARSER2_TEACHER_HOST:-0.0.0.0}"
API_PORT="${PARSER2_TEACHER_BASE_PORT:-8000}"
NODE_ADDRESS="${PARSER2_TEACHER_ADVERTISE_HOST:-}"
START_TIMEOUT="${PARSER2_TEACHER_START_TIMEOUT:-1800}"
NNODES="${PET_NNODES:-}"
NODE_RANK="${PET_NODE_RANK:-}"
LOCAL_DP_SIZE="${PET_NPROC_PER_NODE:-}"
GLOBAL_DP_SIZE=""
GLOBAL_CONCURRENCY=""
DIST_MASTER_ADDR="${MASTER_ADDR:-${PET_MASTER_ADDR:-}}"
DIST_MASTER_PORT="${MASTER_PORT:-${PET_MASTER_PORT:-}}"
declare -a VLLM_PIDS=()
declare -a ENDPOINTS=()
COORD_ACTIVE=0
COORD_DIR=""
STOP_FILE=""
STARTED_FILE=""
ACK_FILE=""
FAILED_FILE=""
READY_FILE=""
LOG_DIR=""
die() {
echo "Error: $*" >&2
exit 1
}
is_positive_integer() {
[[ "$1" =~ ^[1-9][0-9]*$ ]]
}
require_file() {
[[ -f "$1" ]] || die "missing file: $1"
}
require_executable() {
[[ -x "$1" ]] || die "missing executable: $1"
}
validate_common_paths() {
require_executable "$PYTHON_BIN"
require_file "$RUN_ALL"
require_file "$VOCAB_SCRIPT"
require_file "$SOURCE_JSONL"
require_file "${MODEL}/config.json"
}
validate_cluster_topology() {
is_positive_integer "$NNODES" || die "PET_NNODES must be a positive integer"
[[ "$NODE_RANK" =~ ^[0-9]+$ ]] || die "PET_NODE_RANK must be a non-negative integer"
is_positive_integer "$LOCAL_DP_SIZE" || \
die "PET_NPROC_PER_NODE must be a positive integer"
(( NNODES == 4 )) || die "this launcher requires PET_NNODES=4, got ${NNODES}"
(( NODE_RANK < NNODES )) || \
die "PET_NODE_RANK must be in [0, $((NNODES - 1))], got ${NODE_RANK}"
[[ -n "$DIST_MASTER_ADDR" ]] || \
die "MASTER_ADDR or PET_MASTER_ADDR must be set"
is_positive_integer "$DIST_MASTER_PORT" || \
die "MASTER_PORT or PET_MASTER_PORT must be a positive integer"
GLOBAL_DP_SIZE=$((NNODES * LOCAL_DP_SIZE))
is_positive_integer "$API_PORT" && (( API_PORT + LOCAL_DP_SIZE - 1 <= 65535 )) || \
die "API ports ${API_PORT}..$((API_PORT + LOCAL_DP_SIZE - 1)) must be in [1, 65535]"
for value_name in MAX_MODEL_LEN MAX_TOKENS SEQ_LENGTH DRAFT_VOCAB_SIZE \
CONCURRENCY_PER_GPU MAX_IMAGES START_TIMEOUT; do
is_positive_integer "${!value_name}" || \
die "${value_name} must be a positive integer, got ${!value_name}"
done
if [[ -n "$MAX_NUM_SEQS" ]]; then
is_positive_integer "$MAX_NUM_SEQS" || \
die "MAX_NUM_SEQS must be a positive integer, got ${MAX_NUM_SEQS}"
fi
GLOBAL_CONCURRENCY=$((GLOBAL_DP_SIZE * CONCURRENCY_PER_GPU))
(( MAX_TOKENS < MAX_MODEL_LEN )) || \
die "PARSER2_MAX_TOKENS=${MAX_TOKENS} leaves no prompt budget below max-model-len=${MAX_MODEL_LEN}; reduce output tokens or increase context length"
}
resolve_node_address() {
if [[ -z "$NODE_ADDRESS" ]]; then
# 从本机默认路由对应的网卡读取 IPv4,不解析容器或主节点的名称,
# 也不需要连接任何远端服务。
NODE_ADDRESS="$("$PYTHON_BIN" - <<'PY'
import fcntl
import socket
import struct
with open("/proc/net/route") as routes:
next(routes) # 表头
defaults = [
fields
for line in routes
if (fields := line.split())[1] == "00000000"
and fields[7] == "00000000"
and int(fields[3], 16) & 1
]
if not defaults:
raise SystemExit("no active default IPv4 route")
interface = min(defaults, key=lambda fields: int(fields[6]))[0]
with socket.socket(socket.AF_INET, socket.SOCK_DGRAM) as sock:
address = fcntl.ioctl(
sock.fileno(), 0x8915, struct.pack("256s", interface.encode())
) # Linux SIOCGIFADDR
print(socket.inet_ntoa(address[20:24]))
PY
)" || die "cannot read local interface IPv4; set PARSER2_TEACHER_ADVERTISE_HOST to this node's reachable IP"
fi
echo "Node ${NODE_RANK}: advertising APIs on ${NODE_ADDRESS}"
}
configure_runtime_paths() {
local coord_tag
coord_tag="${DIST_MASTER_ADDR//[^[:alnum:]._-]/_}_${DIST_MASTER_PORT}"
COORD_DIR="${REPO_ROOT}/tmp/infinity_parser2_regeneration_4node_${coord_tag}"
STOP_FILE="${COORD_DIR}/stop"
STARTED_FILE="${COORD_DIR}/started.node${NODE_RANK}"
ACK_FILE="${COORD_DIR}/stopped.node${NODE_RANK}"
FAILED_FILE="${COORD_DIR}/failed.node${NODE_RANK}"
READY_FILE="${COORD_DIR}/endpoints.node${NODE_RANK}"
LOG_DIR="${REPO_ROOT}/logs/infinity_parser2_regeneration/4node_${coord_tag}"
mkdir -p "$COORD_DIR" "$LOG_DIR"
}
stop_vllm() {
local pid
local alive
# 同时通知所有单卡服务,再等待退出,避免逐卡串行等待 30 秒。
for pid in "${VLLM_PIDS[@]}"; do
kill -TERM -- "-$pid" 2>/dev/null || kill -TERM "$pid" 2>/dev/null || true
done
for _ in {1..30}; do
alive=0
for pid in "${VLLM_PIDS[@]}"; do
kill -0 "$pid" 2>/dev/null && alive=1
done
(( alive == 0 )) && break
sleep 1
done
for pid in "${VLLM_PIDS[@]}"; do
if kill -0 "$pid" 2>/dev/null; then
kill -KILL -- "-$pid" 2>/dev/null || kill -KILL "$pid" 2>/dev/null || true
fi
wait "$pid" 2>/dev/null || true
done
VLLM_PIDS=()
}
cleanup() {
local status=$?
trap - EXIT INT TERM HUP
if (( COORD_ACTIVE == 1 )); then
if (( NODE_RANK == 0 )); then
touch "$STOP_FILE"
fi
stop_vllm
touch "$ACK_FILE"
if (( status != 0 )); then
printf 'node=%s status=%s\n' "$NODE_RANK" "$status" >"$FAILED_FILE"
fi
else
stop_vllm
fi
exit "$status"
}
trap cleanup EXIT
trap 'exit 130' INT
trap 'exit 143' TERM HUP
initialize_coordination() {
local rank
configure_runtime_paths
if (( NODE_RANK == 0 )); then
rm -f -- "$STOP_FILE"
for ((rank = 0; rank < NNODES; rank++)); do
rm -f -- \
"${COORD_DIR}/stopped.node${rank}" \
"${COORD_DIR}/failed.node${rank}"
done
fi
rm -f -- "$READY_FILE"
touch "$STARTED_FILE"
COORD_ACTIVE=1
}
start_vllm() {
local index gpu port
local -a gpus=()
local -a args=(
"$VLLM_BIN" serve "$MODEL"
--served-model-name "$MODEL"
--tensor-parallel-size 1
--host "$API_HOST"
--max-model-len "$MAX_MODEL_LEN"
--allowed-local-media-path "$MEDIA_ROOT"
--limit-mm-per-prompt "{\"image\":${MAX_IMAGES}}"
)
local -a extra_args=()
if [[ -n "$MAX_NUM_SEQS" ]]; then
args+=(--max-num-seqs "$MAX_NUM_SEQS")
fi
if [[ -n "${PARSER2_TEACHER_GPU_IDS:-${CUDA_VISIBLE_DEVICES:-}}" ]]; then
IFS=',' read -r -a gpus <<<"${PARSER2_TEACHER_GPU_IDS:-${CUDA_VISIBLE_DEVICES}}"
else
for ((index = 0; index < LOCAL_DP_SIZE; index++)); do
gpus+=("$index")
done
fi
(( ${#gpus[@]} >= LOCAL_DP_SIZE )) || \
die "PET_NPROC_PER_NODE=${LOCAL_DP_SIZE}, but only ${#gpus[@]} GPUs are configured"
if [[ -n "${PARSER2_VLLM_EXTRA_ARGS:-}" ]]; then
read -r -a extra_args <<<"$PARSER2_VLLM_EXTRA_ARGS"
args+=("${extra_args[@]}")
fi
echo "Starting node ${NODE_RANK}/${NNODES}: ${LOCAL_DP_SIZE} independent single-GPU servers on ports ${API_PORT}..$((API_PORT + LOCAL_DP_SIZE - 1))"
echo "Concurrency: ${CONCURRENCY_PER_GPU}/endpoint x ${GLOBAL_DP_SIZE} GPU endpoints = ${GLOBAL_CONCURRENCY} total; max-num-seqs=${MAX_NUM_SEQS:-vLLM default}/GPU"
# 平台的 NCCL_*、GLOO_SOCKET_IFNAME、NCCL_SOCKET_IFNAME 等网络变量原样
# 继承。外层 WORLD_SIZE/RANK 描述的是平台任务,不是 vLLM 自己创建的
# engine rank;只对这个子进程清掉,避免被误认为 external launcher。
for ((index = 0; index < LOCAL_DP_SIZE; index++)); do
gpu="${gpus[$index]//[[:space:]]/}"
port=$((API_PORT + index))
echo "GPU ${gpu}: ${LOG_DIR}/vllm_node${NODE_RANK}_gpu${index}.log"
setsid env \
-u WORLD_SIZE -u RANK -u LOCAL_RANK -u LOCAL_WORLD_SIZE \
-u MASTER_ADDR -u MASTER_PORT \
CUDA_VISIBLE_DEVICES="$gpu" \
VLLM_PLUGINS="" \
HF_ENDPOINT="${HF_ENDPOINT:-https://hf-mirror.com}" \
HF_HOME="${HF_HOME:-/inspire/sfs/project/inf-multimodal/public/wumengke/.cache/huggingface}" \
PYTHONPATH="${REPO_ROOT}/hs_connectors/src${PYTHONPATH:+:${PYTHONPATH}}" \
"${args[@]}" --port "$port" \
>"${LOG_DIR}/vllm_node${NODE_RANK}_gpu${index}.log" 2>&1 &
VLLM_PIDS+=("$!")
done
}
check_local_servers() {
local index
for index in "${!VLLM_PIDS[@]}"; do
if ! kill -0 "${VLLM_PIDS[$index]}" 2>/dev/null; then
tail -n 120 "${LOG_DIR}/vllm_node${NODE_RANK}_gpu${index}.log" >&2 || true
die "node ${NODE_RANK} GPU ${index} vLLM process exited"
fi
done
}
new_failure_file() {
local failure
for failure in "${COORD_DIR}"/failed.node*; do
[[ -e "$failure" ]] || continue
if [[ "$failure" -nt "$STARTED_FILE" ]]; then
printf '%s\n' "$failure"
return 0
fi
done
return 1
}
wait_for_api() {
local deadline=$((SECONDS + START_TIMEOUT))
local failure
local index ready
command -v curl >/dev/null || die "curl is required"
while true; do
check_local_servers
if failure="$(new_failure_file)"; then
cat "$failure" >&2 || true
die "a remote vLLM node exited during startup"
fi
ready=0
for ((index = 0; index < LOCAL_DP_SIZE; index++)); do
if curl -fsS --max-time 5 "http://127.0.0.1:$((API_PORT + index))/health" >/dev/null 2>&1; then
ready=$((ready + 1))
fi
done
(( ready == LOCAL_DP_SIZE )) && break
(( SECONDS < deadline )) || \
die "vLLM startup timed out after ${START_TIMEOUT}s"
echo "Node ${NODE_RANK}: waiting for local APIs, ${ready}/${LOCAL_DP_SIZE} ready"
sleep 5
done
for ((index = 0; index < LOCAL_DP_SIZE; index++)); do
printf 'http://%s:%s/v1/chat/completions\n' "$NODE_ADDRESS" "$((API_PORT + index))"
done >"${READY_FILE}.tmp"
mv -- "${READY_FILE}.tmp" "$READY_FILE"
echo "Node ${NODE_RANK}: ${LOCAL_DP_SIZE} APIs ready on ${NODE_ADDRESS}"
}
wait_for_cluster_apis() {
local deadline=$((SECONDS + START_TIMEOUT))
local rank failure all_ready
local -a node_endpoints=()
while true; do
check_local_servers
if failure="$(new_failure_file)"; then
cat "$failure" >&2 || true
die "a remote vLLM node exited during startup"
fi
all_ready=1
for ((rank = 0; rank < NNODES; rank++)); do
[[ -s "${COORD_DIR}/endpoints.node${rank}" ]] || all_ready=0
done
(( all_ready == 1 )) && break
(( SECONDS < deadline )) || die "timed out waiting for all node APIs"
sleep 3
done
ENDPOINTS=()
for ((rank = 0; rank < NNODES; rank++)); do
mapfile -t node_endpoints <"${COORD_DIR}/endpoints.node${rank}"
(( ${#node_endpoints[@]} == LOCAL_DP_SIZE )) || \
die "node ${rank} published ${#node_endpoints[@]} endpoints, expected ${LOCAL_DP_SIZE}"
ENDPOINTS+=("${node_endpoints[@]}")
done
echo "Cluster ready: ${#ENDPOINTS[@]} GPU endpoints, ${CONCURRENCY_PER_GPU} concurrent requests each"
}
monitor_worker_node() {
while true; do
if [[ -e "$STOP_FILE" && "$STOP_FILE" -nt "$STARTED_FILE" ]]; then
stop_vllm
touch "$ACK_FILE"
COORD_ACTIVE=0
echo "Node ${NODE_RANK} stopped after coordinator signal"
return 0
fi
check_local_servers
sleep 3
done
}
run_generation() {
local endpoint_list
endpoint_list="$(IFS=','; printf '%s' "${ENDPOINTS[*]}")"
PARSER2_PYTHON_BIN="$PYTHON_BIN" \
PARSER2_SOURCE_JSONL="$SOURCE_JSONL" \
PARSER2_MODEL="$MODEL" \
PARSER2_MEDIA_ROOT="$MEDIA_ROOT" \
PARSER2_DATA_ROOT="$DATA_ROOT" \
PARSER2_REGEN_ROOT="$OUTPUT_ROOT" \
PARSER2_FINAL_DIR="$FINAL_DIR" \
PARSER2_PREPARED_ROOT="$PREPARED_ROOT" \
PARSER2_ENDPOINTS="$endpoint_list" \
PARSER2_MAX_TOKENS="$MAX_TOKENS" \
PARSER2_CONCURRENCY_PER_ENDPOINT="$CONCURRENCY_PER_GPU" \
PARSER2_SEQ_LENGTH="$SEQ_LENGTH" \
bash "$RUN_ALL" generate full
}
wait_for_cluster_stop() {
local deadline=$((SECONDS + 180))
local rank
local all_stopped
touch "$STOP_FILE"
stop_vllm
touch "$ACK_FILE"
while true; do
all_stopped=1
for ((rank = 0; rank < NNODES; rank++)); do
if [[ ! -e "${COORD_DIR}/stopped.node${rank}" || \
! "${COORD_DIR}/stopped.node${rank}" -nt "$STOP_FILE" ]]; then
all_stopped=0
break
fi
done
(( all_stopped == 1 )) && break
(( SECONDS < deadline )) || \
die "timed out waiting for all nodes to stop; keeping ${COORD_DIR} for late workers"
sleep 3
done
for ((rank = 0; rank < NNODES; rank++)); do
rm -f -- \
"${COORD_DIR}/started.node${rank}" \
"${COORD_DIR}/stopped.node${rank}" \
"${COORD_DIR}/failed.node${rank}" \
"${COORD_DIR}/endpoints.node${rank}"
done
rm -f -- "$STOP_FILE"
rmdir "$COORD_DIR" 2>/dev/null || true
COORD_ACTIVE=0
}
run_prepare() {
PARSER2_PYTHON_BIN="$PYTHON_BIN" \
PARSER2_SOURCE_JSONL="$SOURCE_JSONL" \
PARSER2_MODEL="$MODEL" \
PARSER2_MEDIA_ROOT="$MEDIA_ROOT" \
PARSER2_DATA_ROOT="$DATA_ROOT" \
PARSER2_REGEN_ROOT="$OUTPUT_ROOT" \
PARSER2_FINAL_DIR="$FINAL_DIR" \
PARSER2_PREPARED_ROOT="$PREPARED_ROOT" \
PARSER2_PREPARE_ONLY=1 \
PARSER2_PREPARE_MODE=fast \
PARSER2_SEQ_LENGTH="$SEQ_LENGTH" \
PARSER2_HOLD_GPUS="${PARSER2_HOLD_GPUS:-0}" \
bash "$RUN_ALL" full
}
build_draft_vocab() {
local prepared_dir="${PREPARED_ROOT}/full"
local token_freq="${prepared_dir}/token_freq.pt"
require_file "$token_freq"
"$PYTHON_BIN" "$VOCAB_SCRIPT" \
--token-freq-path "$token_freq" \
--draft-vocab-size "$DRAFT_VOCAB_SIZE" \
--target-model-path "$MODEL" \
--output-path "$prepared_dir"
"$PYTHON_BIN" - \
"${prepared_dir}/d2t.npy" \
"${prepared_dir}/t2d.npy" \
"$DRAFT_VOCAB_SIZE" <<'PY'
import sys
from pathlib import Path
import numpy as np
d2t_path, t2d_path = map(Path, sys.argv[1:3])
draft_vocab_size = int(sys.argv[3])
d2t = np.load(d2t_path, mmap_mode="r")
t2d = np.load(t2d_path, mmap_mode="r")
if d2t.shape != (draft_vocab_size,):
raise SystemExit(f"unexpected d2t shape: {d2t.shape}")
if t2d.ndim != 1:
raise SystemExit(f"unexpected t2d shape: {t2d.shape}")
print(f"Vocab mapping ready: d2t={d2t.shape}, t2d={t2d.shape}")
PY
}
show_status() {
PARSER2_PYTHON_BIN="$PYTHON_BIN" \
PARSER2_MODEL="$MODEL" \
PARSER2_DATA_ROOT="$DATA_ROOT" \
PARSER2_REGEN_ROOT="$OUTPUT_ROOT" \
bash "$RUN_ALL" status full
}
action="${1:-full}"
case "$action" in
full|generate)
validate_common_paths
require_executable "$VLLM_BIN"
command -v setsid >/dev/null || die "setsid is required"
validate_cluster_topology
initialize_coordination
resolve_node_address
start_vllm
wait_for_api
if (( NODE_RANK == 0 )); then
wait_for_cluster_apis
run_generation
wait_for_cluster_stop
if [[ "$action" == "full" ]]; then
run_prepare
build_draft_vocab
fi
else
monitor_worker_node
fi
;;
prepare)
validate_common_paths
if [[ "${PET_NODE_RANK:-0}" == "0" ]]; then
run_prepare
build_draft_vocab
else
echo "Node ${PET_NODE_RANK}: prepare only runs on node 0"
fi
;;
status)
validate_common_paths
if [[ "${PET_NODE_RANK:-0}" == "0" ]]; then
show_status
else
echo "Node ${PET_NODE_RANK}: status only runs on node 0"
fi
;;
*)
echo "Usage: $(basename "$0") [full|generate|prepare|status]" >&2
exit 2
;;
esac
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