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xc-llm-ascend/examples/disaggregated_prefill_v1/gen_ranktable.sh

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Disaggregate prefill for kv cache register style (#950) ### What this PR does / why we need it? This PR adopt `LLMDataDist` for kv cache register and `pull_blocks` style disaggregate prefill implementation. The interface implementation mainly follows the design of NIXL PR https://github.com/vllm-project/vllm/pull/17751/files#diff-7eaad0b7dee0626bf29d10081b0f0c5e3ea15a4af97e7b182a4e0d35f8346953 . This PR can be test with the following step: - Generate the rank table for all machine. - execute`toy_proxy.py` to launch the disaggregate prefill proxy server, specify the prefill ip, port and the decode ip, port - Run the prefill server and decode server. - send the request to the disaggregate prefill proxy ### Does this PR introduce _any_ user-facing change? ### How was this patch tested? - vLLM version: v0.9.2 - vLLM main: https://github.com/vllm-project/vllm/commit/8d0a01a5f2b53794e4bc6b734d7b63cb8a9b7d7d --------- Signed-off-by: ganyi <pleaplusone.gy@gmail.com> Signed-off-by: machenglong <machenglong_yewu@cmss.chinamobile.com> Signed-off-by: liziyu179 <3475441767@qq.com> Signed-off-by: underfitc <hucong24@huawei.com> Signed-off-by: zouyida2052 <zouyida@huawei.com> Signed-off-by: liziyu <liziyu16@huawei.com> Signed-off-by: underfituu <hzhucong@163.com> Co-authored-by: machenglong <machenglong_yewu@cmss.chinamobile.com> Co-authored-by: liziyu179 <3475441767@qq.com> Co-authored-by: underfitc <hucong24@huawei.com> Co-authored-by: zouyida2052 <zouyida@huawei.com> Co-authored-by: liziyu <liziyu16@huawei.com> Co-authored-by: underfituu <hzhucong@163.com>
2025-07-26 17:15:47 +08:00
#!/bin/bash
source /usr/local/Ascend/ascend-toolkit/set_env.sh
export LD_LIBRARY_PATH=/usr/local/Ascend/ascend-toolkit/latest/opp/vendors/customize/op_api/lib/:${LD_LIBRARY_PATH}
NPUS_PER_NODE=8
while [[ $# -gt 0 ]]; do
case "$1" in
--ips)
shift
while [[ $# -gt 0 && ! "$1" == --* ]]; do
IPs+=("$1")
shift
done
;;
--npus-per-node)
shift
NPUS_PER_NODE="$1"
shift
;;
--network-card-name)
shift
NETWORK_CARD_NAME="$1"
shift
;;
--prefill-device-cnt)
shift
PREFILL_DEVICE_CNT="$1"
shift
;;
--decode-device-cnt)
shift
DECODE_DEVICE_CNT="$1"
shift
;;
esac
done
LOCAL_HOSTS=($(hostname -I))
LOCAL_HOST="127.0.0.1"
MASTER_ADDR=${IPs[0]}
MASTER_PORT=6657
NNODES=${#IPs[@]}
NODE_RANK="8"
for i in "${!IPs[@]}"; do
ip="${IPs[$i]}"
for local_host in "${LOCAL_HOSTS[@]}"; do
if [[ "$local_host" == "$ip" ]]; then
LOCAL_HOST=$local_host
NODE_RANK=$i
break 2
fi
done
done
if [[ $NODE_RANK == "" ]];then
echo "[Error] para \"NODE_RANK\" must be defined"
exit 1
fi
WORLD_SIZE=$(($NPUS_PER_NODE * $NNODES))
RANKSTART=`expr $NPUS_PER_NODE \* $NODE_RANK`
echo "========>param:"
echo "LOCAL_HOST": $LOCAL_HOST
echo "WORLD_SIZE: " $WORLD_SIZE
echo "RANKSTART": $RANKSTART
echo "NNODES": $NNODES
echo "NODE_RANK": $NODE_RANK
echo "==============="
if [[ -n "${GEN_RANKTABLE}" || ! -e ${PWD}/ranktable.json ]]; then
GLOO_SOCKET_IFNAME=$NETWORK_CARD_NAME torchrun \
--nproc_per_node 1 \
--nnodes ${NNODES} \
--node_rank ${NODE_RANK} \
--master_addr ${MASTER_ADDR} \
--master_port ${MASTER_PORT} \
gen_ranktable.py --local-host $LOCAL_HOST --prefill-device-cnt $PREFILL_DEVICE_CNT --decode-device-cnt $DECODE_DEVICE_CNT
fi