Open
Description
Your current environment
The output of `python collect_env.py`
Collecting environment information...
PyTorch version: 2.5.1
Is debug build: False
OS: Ubuntu 22.04.5 LTS (aarch64)
GCC version: (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0
Clang version: Could not collect
CMake version: version 4.0.0
Libc version: glibc-2.35
Python version: 3.10.17 (main, Apr 30 2025, 16:00:31) [GCC 11.4.0] (64-bit runtime)
Python platform: Linux-5.15.0-25-generic-aarch64-with-glibc2.35
CPU:
Architecture: aarch64
CPU op-mode(s): 64-bit
Byte Order: Little Endian
CPU(s): 192
On-line CPU(s) list: 0-191
Vendor ID: HiSilicon
Model name: Kunpeng-920
Model: 0
Thread(s) per core: 1
Core(s) per cluster: 48
Socket(s): -
Cluster(s): 4
Stepping: 0x1
BogoMIPS: 200.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma dcpop asimddp asimdfhm ssbs
L1d cache: 12 MiB (192 instances)
L1i cache: 12 MiB (192 instances)
L2 cache: 96 MiB (192 instances)
L3 cache: 192 MiB (8 instances)
NUMA node(s): 8
NUMA node0 CPU(s): 0-23
NUMA node1 CPU(s): 24-47
NUMA node2 CPU(s): 48-71
NUMA node3 CPU(s): 72-95
NUMA node4 CPU(s): 96-119
NUMA node5 CPU(s): 120-143
NUMA node6 CPU(s): 144-167
NUMA node7 CPU(s): 168-191
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; __user pointer sanitization
Vulnerability Spectre v2: Not affected
Vulnerability Srbds: Not affected
Vulnerability Tsx async abort: Not affected
Versions of relevant libraries:
[pip3] numpy==1.26.4
[pip3] pyzmq==26.4.0
[pip3] torch==2.5.1
[pip3] torch-npu==2.5.1
[pip3] torchvision==0.20.1
[pip3] transformers==4.51.3
[conda] Could not collect
vLLM Version: 0.8.5.post1
vLLM Ascend Version: 0.8.5rc1
ENV Variables:
ATB_OPSRUNNER_KERNEL_CACHE_TILING_SIZE=10240
ATB_OPSRUNNER_KERNEL_CACHE_LOCAL_COUNT=1
ATB_STREAM_SYNC_EVERY_RUNNER_ENABLE=0
ASCEND_RT_VISIBLE_DEVICES=0,1,2,3,4,5,6,7
ATB_OPSRUNNER_SETUP_CACHE_ENABLE=1
ATB_WORKSPACE_MEM_ALLOC_GLOBAL=0
ATB_DEVICE_TILING_BUFFER_BLOCK_NUM=32
ATB_STREAM_SYNC_EVERY_KERNEL_ENABLE=0
ATB_OPSRUNNER_KERNEL_CACHE_GLOABL_COUNT=5
PYTORCH_NPU_ALLOC_CONF=max_split_size_mb:256
ATB_HOME_PATH=/usr/local/Ascend/nnal/atb/latest/atb/cxx_abi_1
ASCEND_TOOLKIT_HOME=/usr/local/Ascend/ascend-toolkit/latest
ASCEND_PROCESS_LOG_PATH=/workspace/ascend_process_log/
ATB_COMPARE_TILING_EVERY_KERNEL=0
ASCEND_OPP_PATH=/usr/local/Ascend/ascend-toolkit/latest/opp
LD_LIBRARY_PATH=/usr/local/Ascend/nnal/atb/latest/atb/cxx_abi_1/lib:/usr/local/Ascend/nnal/atb/latest/atb/cxx_abi_1/examples:/usr/local/Ascend/nnal/atb/latest/atb/cxx_abi_1/tests/atbopstest:/usr/local/Ascend/ascend-toolkit/latest/tools/aml/lib64:/usr/local/Ascend/ascend-toolkit/latest/tools/aml/lib64/plugin:/usr/local/Ascend/ascend-toolkit/latest/lib64:/usr/local/Ascend/ascend-toolkit/latest/lib64/plugin/opskernel:/usr/local/Ascend/ascend-toolkit/latest/lib64/plugin/nnengine:/usr/local/Ascend/ascend-toolkit/latest/opp/built-in/op_impl/ai_core/tbe/op_tiling:/usr/local/Ascend/driver/lib64/common/:/usr/local/Ascend/driver/lib64/driver/:
ASCEND_AICPU_PATH=/usr/local/Ascend/ascend-toolkit/latest
ATB_OPSRUNNER_KERNEL_CACHE_TYPE=3
VLLM_HOST_IP=192.168.0.225
ATB_RUNNER_POOL_SIZE=64
ATB_STREAM_SYNC_EVERY_OPERATION_ENABLE=0
ASCEND_HOME_PATH=/usr/local/Ascend/ascend-toolkit/latest
ATB_MATMUL_SHUFFLE_K_ENABLE=1
ATB_LAUNCH_KERNEL_WITH_TILING=1
ATB_WORKSPACE_MEM_ALLOC_ALG_TYPE=1
ATB_HOST_TILING_BUFFER_BLOCK_NUM=128
ATB_SHARE_MEMORY_NAME_SUFFIX=
TORCH_DEVICE_BACKEND_AUTOLOAD=1
PYTORCH_NVML_BASED_CUDA_CHECK=1
TORCHINDUCTOR_COMPILE_THREADS=1
NPU:
+------------------------------------------------------------------------------------------------+
| npu-smi 24.1.rc2 Version: 24.1.rc2 |
+---------------------------+---------------+----------------------------------------------------+
| NPU Name | Health | Power(W) Temp(C) Hugepages-Usage(page)|
| Chip | Bus-Id | AICore(%) Memory-Usage(MB) HBM-Usage(MB) |
+===========================+===============+====================================================+
| 0 910B2 | OK | 91.8 39 0 / 0 |
| 0 | 0000:C1:00.0 | 0 0 / 0 3415 / 65536 |
+===========================+===============+====================================================+
| 1 910B2 | OK | 96.1 40 0 / 0 |
| 0 | 0000:01:00.0 | 0 0 / 0 3353 / 65536 |
+===========================+===============+====================================================+
| 2 910B2 | OK | 93.4 39 0 / 0 |
| 0 | 0000:C2:00.0 | 0 0 / 0 3351 / 65536 |
+===========================+===============+====================================================+
| 3 910B2 | OK | 96.6 41 0 / 0 |
| 0 | 0000:02:00.0 | 0 0 / 0 3351 / 65536 |
+===========================+===============+====================================================+
| 4 910B2 | OK | 93.5 39 0 / 0 |
| 0 | 0000:81:00.0 | 0 0 / 0 3352 / 65536 |
+===========================+===============+====================================================+
| 5 910B2 | OK | 95.1 38 0 / 0 |
| 0 | 0000:41:00.0 | 0 0 / 0 3351 / 65536 |
+===========================+===============+====================================================+
| 6 910B2 | OK | 98.2 38 0 / 0 |
| 0 | 0000:82:00.0 | 0 0 / 0 3351 / 65536 |
+===========================+===============+====================================================+
| 7 910B2 | OK | 97.6 39 0 / 0 |
| 0 | 0000:42:00.0 | 0 0 / 0 3352 / 65536 |
+===========================+===============+====================================================+
+---------------------------+---------------+----------------------------------------------------+
| NPU Chip | Process id | Process name | Process memory(MB) |
+===========================+===============+====================================================+
| 0 0 | 30288 | python | 114 |
+===========================+===============+====================================================+
| No running processes found in NPU 1 |
+===========================+===============+====================================================+
| No running processes found in NPU 2 |
+===========================+===============+====================================================+
| No running processes found in NPU 3 |
+===========================+===============+====================================================+
| No running processes found in NPU 4 |
+===========================+===============+====================================================+
| No running processes found in NPU 5 |
+===========================+===============+====================================================+
| No running processes found in NPU 6 |
+===========================+===============+====================================================+
| No running processes found in NPU 7 |
+===========================+===============+====================================================+
CANN:
package_name=Ascend-cann-toolkit
version=8.1.RC1
innerversion=V100R001C21SPC001B238
compatible_version=[V100R001C15],[V100R001C18],[V100R001C19],[V100R001C20],[V100R001C21]
arch=aarch64
os=linux
path=/usr/local/Ascend/ascend-toolkit/8.1.RC1/aarch64-linux
🐛 Describe the bug
We use the following command to start vllm-ascend-0.8.5rc1 to deploy deepseek-r1-w8a8
python -m vllm.entrypoints.openai.api_server \
--model ${VLLM_MODEL_PATH} \
--served-model-name ${VLLM_SERVED_NAME} \
--trust-remote-code \
--enforce-eager \
--max-model-len 4096 \
--gpu-memory-utilization "0.95" \
--distributed-executor-backend "ray" \
--quantization "ascend" \
--disable-log-requests \
--disable-log-stats \
--disable-frontend-multiprocessing \
--data-parallel-size 16 \
--enable-expert-parallel \
--port ${VLLM_SERVED_PORT}
However, there is a problem as follows, the log shows that the deployment is stuck at this step, how to solve it!
INFO 06-17 06:41:46 [parallel_state.py:883] Adjusting world_size=16 rank=0 distributed_init_method=tcp://127.0.0.1:42051 for DP