Hi Reed! Thanks for your input! The CPU is an Intel chip, "Intel(R) Xeon(R) Gold 5217 CPU @ 3.00GHz". I tried changing the node definition in slurm.conf to "Parameters=numa_node_as_socket", but I still get the same error: From slurm.conf: NodeName=moose[66] CPUs=16 RealMemory=380000 Parameters=numa_node_as_socket Gres=gpu:rtx_3080:3,gpu:rtx_5090:1,gpu:a100:1 Weight=700 From slurmctld.log: [2026-10-16T13:06:29.573] error: _check_core_range_matches_sock: gres/gpu GRES autodetected core affinity 0-7 on node moose66 doesn't match socket boundaries. (Socket 0 is cores 0-0). Consider setting Parameters=l3cache_as_socket as part of the Node configuration. [2026-10-16T13:06:29.573] error: _slurm_rpc_node_registration node=moose66: Invalid argument Here is the more verbose output you asked for: # /opt/slurm/sbin/slurmd -G -vv [2026-10-16T13:12:47.129] debug: Log file re-opened [2026-10-16T13:12:47.130] debug: Reading cgroup.conf file /etc/slurm/cgroup.conf [2026-10-16T13:12:47.130] warning: cgroup/v1 plugin is deprecated, please upgrade to cgroup/v2 at your earliest convenience [2026-10-16T13:12:47.130] debug: cgroup/v1: init: Cgroup v1 plugin loaded [2026-10-16T13:12:47.131] debug: auth/munge: init: loaded [2026-10-16T13:12:47.131] debug: hash/k12: init: init: KangarooTwelve hash plugin loaded [2026-10-16T13:12:47.131] debug: tls/none: init: tls/none loaded [2026-10-16T13:12:47.135] debug: CPUs:16 Boards:1 Sockets:2 CoresPerSocket:8 ThreadsPerCore:1 [2026-10-16T13:12:47.135] GRES: Global AutoDetect=nvml(1) [2026-10-16T13:12:47.135] debug: gres/gpu: init: loaded [2026-10-16T13:12:47.135] debug: gres/shard: init: loaded [2026-10-16T13:12:47.136] debug: gpu/nvml: init: init: GPU NVML plugin loaded [2026-10-16T13:12:47.144] debug: gpu/nvml: _get_system_gpu_list_nvml: Systems Graphics Driver Version: 615.71.09 [2026-10-16T13:12:47.144] debug: gpu/nvml: _get_system_gpu_list_nvml: NVML Library Version: 13.615.71.09 [2026-10-16T13:12:47.206] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 0 is different from minor number 1 [2026-10-16T13:12:47.211] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 1 is different from minor number 3 [2026-10-16T13:12:47.217] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 2 is different from minor number 4 [2026-10-16T13:12:47.224] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 3 is different from minor number 2 [2026-10-16T13:12:47.226] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 4 is different from minor number 0 [2026-10-16T13:12:47.231] gpu/nvml: _get_system_gpu_list_nvml: 5 GPU system device(s) detected [2026-10-16T13:12:47.232] Gres GPU plugin: Merging configured GRES with system GPUs [2026-10-16T13:12:47.232] debug: gres/gpu: _merge_system_gres_conf: Including the following GPU matched between system and configuration: [2026-10-16T13:12:47.232] debug: GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,0,0,0,-1 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia0 UniqueId:GPU-6a11cc78-b0ab-cfa6-a6a0-cc5b220512b3 [2026-10-16T13:12:47.232] debug: gres/gpu: _merge_system_gres_conf: Including the following GPU matched between system and configuration: [2026-10-16T13:12:47.232] debug: GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,-1,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia3 UniqueId:GPU-cbe1156c-02a6-f112-7190-97a0b312e6bd [2026-10-16T13:12:47.232] debug: gres/gpu: _merge_system_gres_conf: Including the following GPU matched between system and configuration: [2026-10-16T13:12:47.232] debug: GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,0,-1,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia4 UniqueId:GPU-f997bc4f-a808-7edf-5a09-fc4b2f638595 [2026-10-16T13:12:47.232] debug: gres/gpu: _merge_system_gres_conf: Including the following GPU matched between system and configuration: [2026-10-16T13:12:47.232] debug: GRES[gpu] Type:rtx_5090 Count:1 Cores(16):0-7 Links:-1,0,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia1 UniqueId:GPU-a17203cf-e03e-9bc8-237a-44302a1275e8 [2026-10-16T13:12:47.232] debug: gres/gpu: _merge_system_gres_conf: Including the following GPU matched between system and configuration: [2026-10-16T13:12:47.232] debug: GRES[gpu] Type:a100 Count:1 Cores(16):0-7 Links:0,0,0,-1,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia2 UniqueId:GPU-418da940-1928-71e6-fa74-8889e551d850 [2026-10-16T13:12:47.232] Gres GPU plugin: Final merged GRES list: [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_5090 Count:1 Cores(16):0-7 Links:-1,0,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia1 UniqueId:GPU-a17203cf-e03e-9bc8-237a-44302a1275e8 [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,-1,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia3 UniqueId:GPU-cbe1156c-02a6-f112-7190-97a0b312e6bd [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,0,-1,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia4 UniqueId:GPU-f997bc4f-a808-7edf-5a09-fc4b2f638595 [2026-10-16T13:12:47.232] GRES[gpu] Type:a100 Count:1 Cores(16):0-7 Links:0,0,0,-1,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia2 UniqueId:GPU-418da940-1928-71e6-fa74-8889e551d850 [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,0,0,0,-1 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia0 UniqueId:GPU-6a11cc78-b0ab-cfa6-a6a0-cc5b220512b3 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia1 major 195, minor 1 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia3 major 195, minor 3 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia4 major 195, minor 4 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia2 major 195, minor 2 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia0 major 195, minor 0 [2026-10-16T13:12:47.232] GRES: gpu device number 1(/dev/nvidia1):c 195:1 rwm [2026-10-16T13:12:47.232] GRES: gpu device number 3(/dev/nvidia3):c 195:3 rwm [2026-10-16T13:12:47.232] GRES: gpu device number 4(/dev/nvidia4):c 195:4 rwm [2026-10-16T13:12:47.232] GRES: gpu device number 2(/dev/nvidia2):c 195:2 rwm [2026-10-16T13:12:47.232] GRES: gpu device number 0(/dev/nvidia0):c 195:0 rwm [2026-10-16T13:12:47.232] gres/shard: gres_c_s_init_share_devices: GRES: Initialized gres.conf list [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_5090 Count:1 Cores(16):0-7 Links:-1,0,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia1 UniqueId:GPU-a17203cf-e03e-9bc8-237a-44302a1275e8 [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,-1,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia3 UniqueId:GPU-cbe1156c-02a6-f112-7190-97a0b312e6bd [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,0,-1,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia4 UniqueId:GPU-f997bc4f-a808-7edf-5a09-fc4b2f638595 [2026-10-16T13:12:47.232] GRES[gpu] Type:a100 Count:1 Cores(16):0-7 Links:0,0,0,-1,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia2 UniqueId:GPU-418da940-1928-71e6-fa74-8889e551d850 [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,0,0,0,-1 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia0 UniqueId:GPU-6a11cc78-b0ab-cfa6-a6a0-cc5b220512b3 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia1 major 195, minor 1 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia3 major 195, minor 3 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia4 major 195, minor 4 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia2 major 195, minor 2 [2026-10-16T13:12:47.232] GRES: _set_gres_device_desc : /dev/nvidia0 major 195, minor 0 [2026-10-16T13:12:47.232] GRES: shard device number 1(/dev/nvidia1):c 195:1 rwm [2026-10-16T13:12:47.232] GRES: shard device number 3(/dev/nvidia3):c 195:3 rwm [2026-10-16T13:12:47.232] GRES: shard device number 4(/dev/nvidia4):c 195:4 rwm [2026-10-16T13:12:47.232] GRES: shard device number 2(/dev/nvidia2):c 195:2 rwm [2026-10-16T13:12:47.232] GRES: shard device number 0(/dev/nvidia0):c 195:0 rwm [2026-10-16T13:12:47.232] Final gres.conf list: [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_5090 Count:1 Cores(16):0-7 Links:-1,0,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia1 UniqueId:GPU-a17203cf-e03e-9bc8-237a-44302a1275e8 [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,-1,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia3 UniqueId:GPU-cbe1156c-02a6-f112-7190-97a0b312e6bd [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,0,-1,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia4 UniqueId:GPU-f997bc4f-a808-7edf-5a09-fc4b2f638595 [2026-10-16T13:12:47.232] GRES[gpu] Type:a100 Count:1 Cores(16):0-7 Links:0,0,0,-1,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia2 UniqueId:GPU-418da940-1928-71e6-fa74-8889e551d850 [2026-10-16T13:12:47.232] GRES[gpu] Type:rtx_3080 Count:1 Cores(16):0-7 Links:0,0,0,0,-1 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia0 UniqueId:GPU-6a11cc78-b0ab-cfa6-a6a0-cc5b220512b3 [2026-10-16T13:12:47.232] Gres Name=gpu Type=rtx_5090 Count=1 Index=1 ID=7696487 File=/dev/nvidia1 Cores=0-7 CoreCnt=16 Links=-1,0,0,0,0 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T13:12:47.232] Gres Name=gpu Type=rtx_3080 Count=1 Index=3 ID=7696487 File=/dev/nvidia3 Cores=0-7 CoreCnt=16 Links=0,-1,0,0,0 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T13:12:47.232] Gres Name=gpu Type=rtx_3080 Count=1 Index=4 ID=7696487 File=/dev/nvidia4 Cores=0-7 CoreCnt=16 Links=0,0,-1,0,0 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T13:12:47.232] Gres Name=gpu Type=a100 Count=1 Index=2 ID=7696487 File=/dev/nvidia2 Cores=0-7 CoreCnt=16 Links=0,0,0,-1,0 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T13:12:47.232] Gres Name=gpu Type=rtx_3080 Count=1 Index=0 ID=7696487 File=/dev/nvidia0 Cores=0-7 CoreCnt=16 Links=0,0,0,0,-1 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T13:12:47.241] debug: gpu/nvml: fini: fini: unloading GPU NVML plugin # /opt/slurm/sbin/slurmd -C -vvv [2026-10-16T13:13:23.840] debug2: hwloc_topology_init [2026-10-16T13:13:23.840] debug2: hwloc_topology_load [2026-10-16T13:13:23.844] debug2: _check_full_access: got full access to the cpuset topology [2026-10-16T13:13:23.844] debug: CPUs:16 Boards:1 Sockets:2 CoresPerSocket:8 ThreadsPerCore:1 [2026-10-16T13:13:23.844] debug: gpu/nvml: init: init: GPU NVML plugin loaded [2026-10-16T13:13:23.851] debug2: gpu/nvml: _nvml_init: Successfully initialized NVML [2026-10-16T13:13:23.851] debug: gpu/nvml: _get_system_gpu_list_nvml: Systems Graphics Driver Version: 615.71.09 [2026-10-16T13:13:23.851] debug: gpu/nvml: _get_system_gpu_list_nvml: NVML Library Version: 13.615.71.09 [2026-10-16T13:13:23.851] debug2: gpu/nvml: _get_system_gpu_list_nvml: NVML API Version: 13 [2026-10-16T13:13:23.851] debug2: gpu/nvml: _get_system_gpu_list_nvml: Total CPU count: 16 [2026-10-16T13:13:23.851] debug2: gpu/nvml: _get_system_gpu_list_nvml: Device count: 5 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: GPU index 0: [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: Name: nvidia_geforce_rtx_5090 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: UUID: GPU-a17203cf-e03e-9bc8-237a-44302a1275e8 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Domain/Bus/Device: 0:26:0 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Bus ID: 00000000:1A:00.0 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: NVLinks: -1,0,0,0,0 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: Device File (minor number): /dev/nvidia1 [2026-10-16T13:13:23.913] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 0 is different from minor number 1 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: CPU Affinity Range - Machine: 0-7 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: Core Affinity Range - Abstract: 0-7 [2026-10-16T13:13:23.913] debug2: gpu/nvml: _get_system_gpu_list_nvml: MIG mode: disabled [2026-10-16T13:13:23.917] debug2: Possible GPU Memory Frequencies (5): [2026-10-16T13:13:23.917] debug2: ------------------------------- [2026-10-16T13:13:23.917] debug2: *14001 MHz [0] [2026-10-16T13:13:23.917] debug2: Possible GPU Graphics Frequencies (389): [2026-10-16T13:13:23.917] debug2: --------------------------------- [2026-10-16T13:13:23.917] debug2: *3090 MHz [0] [2026-10-16T13:13:23.917] debug2: *3082 MHz [1] [2026-10-16T13:13:23.917] debug2: ... [2026-10-16T13:13:23.917] debug2: *1635 MHz [194] [2026-10-16T13:13:23.917] debug2: ... [2026-10-16T13:13:23.917] debug2: *187 MHz [387] [2026-10-16T13:13:23.917] debug2: *180 MHz [388] [2026-10-16T13:13:23.917] debug2: *13801 MHz [1] [2026-10-16T13:13:23.918] debug2: Possible GPU Graphics Frequencies (389): [2026-10-16T13:13:23.918] debug2: --------------------------------- [2026-10-16T13:13:23.918] debug2: *3090 MHz [0] [2026-10-16T13:13:23.918] debug2: *3082 MHz [1] [2026-10-16T13:13:23.918] debug2: ... [2026-10-16T13:13:23.918] debug2: *1635 MHz [194] [2026-10-16T13:13:23.918] debug2: ... [2026-10-16T13:13:23.918] debug2: *187 MHz [387] [2026-10-16T13:13:23.918] debug2: *180 MHz [388] [2026-10-16T13:13:23.918] debug2: *7001 MHz [2] [2026-10-16T13:13:23.918] debug2: Possible GPU Graphics Frequencies (389): [2026-10-16T13:13:23.918] debug2: --------------------------------- [2026-10-16T13:13:23.918] debug2: *3090 MHz [0] [2026-10-16T13:13:23.918] debug2: *3082 MHz [1] [2026-10-16T13:13:23.918] debug2: ... [2026-10-16T13:13:23.918] debug2: *1635 MHz [194] [2026-10-16T13:13:23.918] debug2: ... [2026-10-16T13:13:23.918] debug2: *187 MHz [387] [2026-10-16T13:13:23.918] debug2: *180 MHz [388] [2026-10-16T13:13:23.918] debug2: *810 MHz [3] [2026-10-16T13:13:23.919] debug2: Possible GPU Graphics Frequencies (389): [2026-10-16T13:13:23.919] debug2: --------------------------------- [2026-10-16T13:13:23.919] debug2: *3090 MHz [0] [2026-10-16T13:13:23.919] debug2: *3082 MHz [1] [2026-10-16T13:13:23.919] debug2: ... [2026-10-16T13:13:23.919] debug2: *1635 MHz [194] [2026-10-16T13:13:23.919] debug2: ... [2026-10-16T13:13:23.919] debug2: *187 MHz [387] [2026-10-16T13:13:23.919] debug2: *180 MHz [388] [2026-10-16T13:13:23.919] debug2: *405 MHz [4] [2026-10-16T13:13:23.920] debug2: Possible GPU Graphics Frequencies (95): [2026-10-16T13:13:23.920] debug2: --------------------------------- [2026-10-16T13:13:23.920] debug2: *885 MHz [0] [2026-10-16T13:13:23.920] debug2: *877 MHz [1] [2026-10-16T13:13:23.920] debug2: ... [2026-10-16T13:13:23.920] debug2: *532 MHz [47] [2026-10-16T13:13:23.920] debug2: ... [2026-10-16T13:13:23.920] debug2: *187 MHz [93] [2026-10-16T13:13:23.920] debug2: *180 MHz [94] [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: GPU index 1: [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: Name: nvidia_geforce_rtx_3080 [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: UUID: GPU-cbe1156c-02a6-f112-7190-97a0b312e6bd [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Domain/Bus/Device: 0:27:0 [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Bus ID: 00000000:1B:00.0 [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: NVLinks: 0,-1,0,0,0 [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: Device File (minor number): /dev/nvidia3 [2026-10-16T13:13:23.921] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 1 is different from minor number 3 [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: CPU Affinity Range - Machine: 0-7 [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: Core Affinity Range - Abstract: 0-7 [2026-10-16T13:13:23.921] debug2: gpu/nvml: _get_system_gpu_list_nvml: MIG mode: disabled [2026-10-16T13:13:23.925] debug2: Possible GPU Memory Frequencies (5): [2026-10-16T13:13:23.925] debug2: ------------------------------- [2026-10-16T13:13:23.925] debug2: *9501 MHz [0] [2026-10-16T13:13:23.925] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.925] debug2: --------------------------------- [2026-10-16T13:13:23.925] debug2: *2100 MHz [0] [2026-10-16T13:13:23.925] debug2: *2085 MHz [1] [2026-10-16T13:13:23.925] debug2: ... [2026-10-16T13:13:23.925] debug2: *1155 MHz [63] [2026-10-16T13:13:23.925] debug2: ... [2026-10-16T13:13:23.925] debug2: *225 MHz [125] [2026-10-16T13:13:23.925] debug2: *210 MHz [126] [2026-10-16T13:13:23.925] debug2: *9251 MHz [1] [2026-10-16T13:13:23.925] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.925] debug2: --------------------------------- [2026-10-16T13:13:23.925] debug2: *2100 MHz [0] [2026-10-16T13:13:23.925] debug2: *2085 MHz [1] [2026-10-16T13:13:23.925] debug2: ... [2026-10-16T13:13:23.925] debug2: *1155 MHz [63] [2026-10-16T13:13:23.925] debug2: ... [2026-10-16T13:13:23.925] debug2: *225 MHz [125] [2026-10-16T13:13:23.925] debug2: *210 MHz [126] [2026-10-16T13:13:23.925] debug2: *5001 MHz [2] [2026-10-16T13:13:23.926] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.926] debug2: --------------------------------- [2026-10-16T13:13:23.926] debug2: *2100 MHz [0] [2026-10-16T13:13:23.926] debug2: *2085 MHz [1] [2026-10-16T13:13:23.926] debug2: ... [2026-10-16T13:13:23.926] debug2: *1155 MHz [63] [2026-10-16T13:13:23.926] debug2: ... [2026-10-16T13:13:23.926] debug2: *225 MHz [125] [2026-10-16T13:13:23.926] debug2: *210 MHz [126] [2026-10-16T13:13:23.926] debug2: *810 MHz [3] [2026-10-16T13:13:23.927] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.927] debug2: --------------------------------- [2026-10-16T13:13:23.927] debug2: *2100 MHz [0] [2026-10-16T13:13:23.927] debug2: *2085 MHz [1] [2026-10-16T13:13:23.927] debug2: ... [2026-10-16T13:13:23.927] debug2: *1155 MHz [63] [2026-10-16T13:13:23.927] debug2: ... [2026-10-16T13:13:23.927] debug2: *225 MHz [125] [2026-10-16T13:13:23.927] debug2: *210 MHz [126] [2026-10-16T13:13:23.927] debug2: *405 MHz [4] [2026-10-16T13:13:23.927] debug2: Possible GPU Graphics Frequencies (15): [2026-10-16T13:13:23.927] debug2: --------------------------------- [2026-10-16T13:13:23.927] debug2: *420 MHz [0] [2026-10-16T13:13:23.927] debug2: *405 MHz [1] [2026-10-16T13:13:23.927] debug2: ... [2026-10-16T13:13:23.927] debug2: *315 MHz [7] [2026-10-16T13:13:23.927] debug2: ... [2026-10-16T13:13:23.927] debug2: *225 MHz [13] [2026-10-16T13:13:23.927] debug2: *210 MHz [14] [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: GPU index 2: [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: Name: nvidia_geforce_rtx_3080 [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: UUID: GPU-f997bc4f-a808-7edf-5a09-fc4b2f638595 [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Domain/Bus/Device: 0:30:0 [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Bus ID: 00000000:1E:00.0 [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: NVLinks: 0,0,-1,0,0 [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: Device File (minor number): /dev/nvidia4 [2026-10-16T13:13:23.928] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 2 is different from minor number 4 [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: CPU Affinity Range - Machine: 0-7 [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: Core Affinity Range - Abstract: 0-7 [2026-10-16T13:13:23.928] debug2: gpu/nvml: _get_system_gpu_list_nvml: MIG mode: disabled [2026-10-16T13:13:23.932] debug2: Possible GPU Memory Frequencies (5): [2026-10-16T13:13:23.932] debug2: ------------------------------- [2026-10-16T13:13:23.932] debug2: *9501 MHz [0] [2026-10-16T13:13:23.932] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.932] debug2: --------------------------------- [2026-10-16T13:13:23.932] debug2: *2100 MHz [0] [2026-10-16T13:13:23.932] debug2: *2085 MHz [1] [2026-10-16T13:13:23.932] debug2: ... [2026-10-16T13:13:23.932] debug2: *1155 MHz [63] [2026-10-16T13:13:23.932] debug2: ... [2026-10-16T13:13:23.932] debug2: *225 MHz [125] [2026-10-16T13:13:23.932] debug2: *210 MHz [126] [2026-10-16T13:13:23.932] debug2: *9251 MHz [1] [2026-10-16T13:13:23.933] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.933] debug2: --------------------------------- [2026-10-16T13:13:23.933] debug2: *2100 MHz [0] [2026-10-16T13:13:23.933] debug2: *2085 MHz [1] [2026-10-16T13:13:23.933] debug2: ... [2026-10-16T13:13:23.933] debug2: *1155 MHz [63] [2026-10-16T13:13:23.933] debug2: ... [2026-10-16T13:13:23.933] debug2: *225 MHz [125] [2026-10-16T13:13:23.933] debug2: *210 MHz [126] [2026-10-16T13:13:23.933] debug2: *5001 MHz [2] [2026-10-16T13:13:23.933] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.933] debug2: --------------------------------- [2026-10-16T13:13:23.933] debug2: *2100 MHz [0] [2026-10-16T13:13:23.933] debug2: *2085 MHz [1] [2026-10-16T13:13:23.933] debug2: ... [2026-10-16T13:13:23.933] debug2: *1155 MHz [63] [2026-10-16T13:13:23.933] debug2: ... [2026-10-16T13:13:23.933] debug2: *225 MHz [125] [2026-10-16T13:13:23.933] debug2: *210 MHz [126] [2026-10-16T13:13:23.933] debug2: *810 MHz [3] [2026-10-16T13:13:23.934] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.934] debug2: --------------------------------- [2026-10-16T13:13:23.934] debug2: *2100 MHz [0] [2026-10-16T13:13:23.934] debug2: *2085 MHz [1] [2026-10-16T13:13:23.934] debug2: ... [2026-10-16T13:13:23.934] debug2: *1155 MHz [63] [2026-10-16T13:13:23.934] debug2: ... [2026-10-16T13:13:23.934] debug2: *225 MHz [125] [2026-10-16T13:13:23.934] debug2: *210 MHz [126] [2026-10-16T13:13:23.934] debug2: *405 MHz [4] [2026-10-16T13:13:23.934] debug2: Possible GPU Graphics Frequencies (15): [2026-10-16T13:13:23.934] debug2: --------------------------------- [2026-10-16T13:13:23.934] debug2: *420 MHz [0] [2026-10-16T13:13:23.934] debug2: *405 MHz [1] [2026-10-16T13:13:23.934] debug2: ... [2026-10-16T13:13:23.934] debug2: *315 MHz [7] [2026-10-16T13:13:23.934] debug2: ... [2026-10-16T13:13:23.934] debug2: *225 MHz [13] [2026-10-16T13:13:23.934] debug2: *210 MHz [14] [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: GPU index 3: [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: Name: nvidia_a100_80gb_pcie [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: UUID: GPU-418da940-1928-71e6-fa74-8889e551d850 [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Domain/Bus/Device: 0:63:0 [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Bus ID: 00000000:3F:00.0 [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: NVLinks: 0,0,0,-1,0 [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: Device File (minor number): /dev/nvidia2 [2026-10-16T13:13:23.936] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 3 is different from minor number 2 [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: CPU Affinity Range - Machine: 0-7 [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: Core Affinity Range - Abstract: 0-7 [2026-10-16T13:13:23.936] debug2: gpu/nvml: _get_system_gpu_list_nvml: MIG mode: disabled [2026-10-16T13:13:23.937] debug2: Possible GPU Memory Frequencies (1): [2026-10-16T13:13:23.937] debug2: ------------------------------- [2026-10-16T13:13:23.937] debug2: *1512 MHz [0] [2026-10-16T13:13:23.938] debug2: Possible GPU Graphics Frequencies (81): [2026-10-16T13:13:23.938] debug2: --------------------------------- [2026-10-16T13:13:23.938] debug2: *1410 MHz [0] [2026-10-16T13:13:23.938] debug2: *1395 MHz [1] [2026-10-16T13:13:23.938] debug2: ... [2026-10-16T13:13:23.938] debug2: *810 MHz [40] [2026-10-16T13:13:23.938] debug2: ... [2026-10-16T13:13:23.938] debug2: *225 MHz [79] [2026-10-16T13:13:23.938] debug2: *210 MHz [80] [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: GPU index 4: [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: Name: nvidia_geforce_rtx_3080 [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: UUID: GPU-6a11cc78-b0ab-cfa6-a6a0-cc5b220512b3 [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Domain/Bus/Device: 0:64:0 [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: PCI Bus ID: 00000000:40:00.0 [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: NVLinks: 0,0,0,0,-1 [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: Device File (minor number): /dev/nvidia0 [2026-10-16T13:13:23.938] debug: gpu/nvml: _get_system_gpu_list_nvml: Note: GPU index 4 is different from minor number 0 [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: CPU Affinity Range - Machine: 0-7 [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: Core Affinity Range - Abstract: 0-7 [2026-10-16T13:13:23.938] debug2: gpu/nvml: _get_system_gpu_list_nvml: MIG mode: disabled [2026-10-16T13:13:23.942] debug2: Possible GPU Memory Frequencies (5): [2026-10-16T13:13:23.942] debug2: ------------------------------- [2026-10-16T13:13:23.942] debug2: *9501 MHz [0] [2026-10-16T13:13:23.943] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.943] debug2: --------------------------------- [2026-10-16T13:13:23.943] debug2: *2100 MHz [0] [2026-10-16T13:13:23.943] debug2: *2085 MHz [1] [2026-10-16T13:13:23.943] debug2: ... [2026-10-16T13:13:23.943] debug2: *1155 MHz [63] [2026-10-16T13:13:23.943] debug2: ... [2026-10-16T13:13:23.943] debug2: *225 MHz [125] [2026-10-16T13:13:23.943] debug2: *210 MHz [126] [2026-10-16T13:13:23.943] debug2: *9251 MHz [1] [2026-10-16T13:13:23.943] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.943] debug2: --------------------------------- [2026-10-16T13:13:23.943] debug2: *2100 MHz [0] [2026-10-16T13:13:23.943] debug2: *2085 MHz [1] [2026-10-16T13:13:23.943] debug2: ... [2026-10-16T13:13:23.943] debug2: *1155 MHz [63] [2026-10-16T13:13:23.943] debug2: ... [2026-10-16T13:13:23.943] debug2: *225 MHz [125] [2026-10-16T13:13:23.943] debug2: *210 MHz [126] [2026-10-16T13:13:23.943] debug2: *5001 MHz [2] [2026-10-16T13:13:23.944] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.944] debug2: --------------------------------- [2026-10-16T13:13:23.944] debug2: *2100 MHz [0] [2026-10-16T13:13:23.944] debug2: *2085 MHz [1] [2026-10-16T13:13:23.944] debug2: ... [2026-10-16T13:13:23.944] debug2: *1155 MHz [63] [2026-10-16T13:13:23.944] debug2: ... [2026-10-16T13:13:23.944] debug2: *225 MHz [125] [2026-10-16T13:13:23.944] debug2: *210 MHz [126] [2026-10-16T13:13:23.944] debug2: *810 MHz [3] [2026-10-16T13:13:23.944] debug2: Possible GPU Graphics Frequencies (127): [2026-10-16T13:13:23.944] debug2: --------------------------------- [2026-10-16T13:13:23.944] debug2: *2100 MHz [0] [2026-10-16T13:13:23.944] debug2: *2085 MHz [1] [2026-10-16T13:13:23.944] debug2: ... [2026-10-16T13:13:23.944] debug2: *1155 MHz [63] [2026-10-16T13:13:23.944] debug2: ... [2026-10-16T13:13:23.944] debug2: *225 MHz [125] [2026-10-16T13:13:23.944] debug2: *210 MHz [126] [2026-10-16T13:13:23.944] debug2: *405 MHz [4] [2026-10-16T13:13:23.945] debug2: Possible GPU Graphics Frequencies (15): [2026-10-16T13:13:23.945] debug2: --------------------------------- [2026-10-16T13:13:23.945] debug2: *420 MHz [0] [2026-10-16T13:13:23.945] debug2: *405 MHz [1] [2026-10-16T13:13:23.945] debug2: ... [2026-10-16T13:13:23.945] debug2: *315 MHz [7] [2026-10-16T13:13:23.945] debug2: ... [2026-10-16T13:13:23.945] debug2: *225 MHz [13] [2026-10-16T13:13:23.945] debug2: *210 MHz [14] [2026-10-16T13:13:23.945] gpu/nvml: _get_system_gpu_list_nvml: 5 GPU system device(s) detected [2026-10-16T13:13:23.954] debug2: gpu/nvml: _nvml_shutdown: Successfully shut down NVML [2026-10-16T13:13:23.954] debug: gpu/nvml: fini: fini: unloading GPU NVML plugin [2026-10-16T13:13:23.955] Configured with rsmi, but rsmi isn't enabled during the build. [2026-10-16T13:13:23.955] debug: gpu/generic: init: init: GPU Generic plugin loaded [2026-10-16T13:13:23.955] debug: gpu/generic: fini: fini: unloading GPU Generic plugin [2026-10-16T13:13:23.955] Configured with oneAPI, but oneAPI isn't enabled during the build. [2026-10-16T13:13:23.955] debug: gpu/generic: init: init: GPU Generic plugin loaded [2026-10-16T13:13:23.955] debug: gpu/generic: fini: fini: unloading GPU Generic plugin [2026-10-16T13:13:23.955] debug: gpu/nrt: init: init: GPU NRT plugin loaded [2026-10-16T13:13:23.955] error: System GPU detection failed [2026-10-16T13:13:23.955] debug: gpu/nrt: fini: fini: unloading GPU NRT plugin NodeName=moose66 CPUs=16 Boards=1 SocketsPerBoard=2 CoresPerSocket=8 ThreadsPerCore=1 RealMemory=385100 Gres=gpu:nvidia_geforce_rtx_5090:1,gpu:nvidia_geforce_rtx_3080:3,gpu:nvidia_a100_80gb_pcie:1 Found gpu:nvidia_geforce_rtx_5090:1,gpu:nvidia_geforce_rtx_3080:3,gpu:nvidia_a100_80gb_pcie:1 with Autodetect=nvml (Substring of gpu name may be used instead) UpTime=0-03:12:06 -Dj On 10/16/26 12:45, Reed Dier wrote:
I'll hazard a guess that the cpu on moose66 is an AMD? I've seen this issue on a Naples and Rome systems with GPUs.
I had to use this to get it to play nice on the AMD boxes (due to NUMA topology of the AMD chiplet design, verifiable with `numactl --hardware`, and I'm using AutoDetect=nvml
SlurmdParameters=numa_node_as_socket
I do not profess to be an expert on this, but I do know that the _merge_system_gres_conf <https://github.com/SchedMD/slurm/blob/slurm-25.11/src/plugins/gres/gpu/gres_gpu.c#:~:text=func-,_merge_system_gres_conf,-func> funciton is the one you're fighting with as it pertains to the naming of the gres.
If you throw a few verbose flags at slurmd you can get some good debug output detailing what the nvml autodetect is seeing and doing.
slurmd -C -vvv slurmd -G -vv
I've never had issues with named substrings
Found gpu:tesla_p40:6,gpu:quadro_rtx_6000:2 with Autodetect=nvml (Substring of gpu name may be used instead)
[2026-10-16T12:33:03.711] Gres GPU plugin: Final merged GRES list: [2026-10-16T12:33:03.711] GRES[gpu] Type:p40 Count:1 Cores(88):0-21 Links:-1,0,0,0,0,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia0 UniqueId:GPU-9c8c4abb-4099-e2e5-11c6-f290d767a767 [2026-10-16T12:33:03.711] GRES[gpu] Type:p40 Count:1 Cores(88):0-21 Links:0,-1,0,0,0,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia1 UniqueId:GPU-72e391a7-be28-b300-8a4b-ea8469531950 [2026-10-16T12:33:03.711] GRES[gpu] Type:rtx Count:1 Cores(88):0-21 Links:0,0,-1,2,0,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia2 UniqueId:GPU-e0ef1ca0-f749-8e4f-b9f7-a36d90f8b27e [2026-10-16T12:33:03.711] GRES[gpu] Type:rtx Count:1 Cores(88):0-21 Links:0,0,2,-1,0,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia3 UniqueId:GPU-fc568a4e-c008-e414-63af-52d29d4ba511 [2026-10-16T12:33:03.711] GRES[gpu] Type:p40 Count:1 Cores(88):0-21 Links:0,0,0,0,-1,0,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia4 UniqueId:GPU-b4c05798-be9e-b1d7-e1ff-d6f9a8e64ddf [2026-10-16T12:33:03.711] GRES[gpu] Type:p40 Count:1 Cores(88):0-21 Links:0,0,0,0,0,-1,0,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia5 UniqueId:GPU-1eddadc4-edb3-99ba-16d6-0382df255265 [2026-10-16T12:33:03.711] GRES[gpu] Type:p40 Count:1 Cores(88):0-21 Links:0,0,0,0,0,0,-1,0 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia6 UniqueId:GPU-e7f4838f-5986-4d13-6aa3-4e54bdec082a [2026-10-16T12:33:03.711] GRES[gpu] Type:p40 Count:1 Cores(88):0-21 Links:0,0,0,0,0,0,0,-1 Flags:HAS_FILE,HAS_TYPE,ENV_NVML File:/dev/nvidia7 UniqueId:GPU-f002a9a2-119f-a54e-f6ff-db9a15d411d7 [2026-10-16T12:33:03.711] GRES[shard] Type:(null) Count:48 Cores(88):(null) Links:(null) Flags: File:(null) UniqueId:(null)
For instance p40 and rtx (defined in slurm.conf) are both substrings of tesla_p40 and quadro_rtx_6000 respectively.
I'm not sure if `rtx5090` would "match" `nvidia_geforce_rtx_5090`. I suspect `rtx_5090` would, if `rtx5090` did not, and I feel more sure that `5090` would match.
If I had some idle systems to test against, I'd love to prove or disprove this theory.
Hope this is at least somewhat helpful, Reed
On Oct 16, 2026, at 10:03 AM, Dj Merrill via slurm-users <slurm-users@lists.schedmd.com> wrote:
Thanks, Brian. Trying the NVML autodetect approach again today.
sinfo is showing the node status as "invalid" after changing to autodetect.
slurmctld.log is complaining about socket boundaries:
[2026-10-16T10:52:08.390] error: _check_core_range_matches_sock: gres/gpu GRES autodetected core affinity 0-7 on node moose66 doesn't match socket boundaries. (Socket 0 is cores 0-0). Consider setting Parameters=l3cache_as_socket as part of the Node configuration. [2026-10-16T10:52:08.390] error: _slurm_rpc_node_registration node=moose66: Invalid argument
Adding "Parameters=l3cache_as_socket" to the node config does not correct this issue.
Node /etc/slurm/gres.conf: AutoDetect=nvml
Node entry in slurm.conf: NodeName=moose[66] CPUs=16 RealMemory=380000 Parameters=l3cache_as_socket Gres=gpu:rtx_3080:3,gpu:rtx_5090:1,gpu:a100:1 Weight=700
# /opt/slurm/sbin/slurmd -G [2026-10-16T10:54:40.584] warning: cgroup/v1 plugin is deprecated, please upgrade to cgroup/v2 at your earliest convenience [2026-10-16T10:54:40.687] gpu/nvml: _get_system_gpu_list_nvml: 5 GPU system device(s) detected [2026-10-16T10:54:40.687] Gres Name=gpu Type=rtx_5090 Count=1 Index=1 ID=7696487 File=/dev/nvidia1 Cores=0-7 CoreCnt=16 Links=-1,0,0,0,0 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T10:54:40.687] Gres Name=gpu Type=rtx_3080 Count=1 Index=3 ID=7696487 File=/dev/nvidia3 Cores=0-7 CoreCnt=16 Links=0,-1,0,0,0 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T10:54:40.687] Gres Name=gpu Type=rtx_3080 Count=1 Index=4 ID=7696487 File=/dev/nvidia4 Cores=0-7 CoreCnt=16 Links=0,0,-1,0,0 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T10:54:40.687] Gres Name=gpu Type=a100 Count=1 Index=2 ID=7696487 File=/dev/nvidia2 Cores=0-7 CoreCnt=16 Links=0,0,0,-1,0 Flags=HAS_FILE,HAS_TYPE,ENV_NVML [2026-10-16T10:54:40.687] Gres Name=gpu Type=rtx_3080 Count=1 Index=0 ID=7696487 File=/dev/nvidia0 Cores=0-7 CoreCnt=16 Links=0,0,0,0,-1 Flags=HAS_FILE,HAS_TYPE,ENV_NVML
# /opt/slurm/sbin/slurmd -C NodeName=moose66 CPUs=16 Boards=1 SocketsPerBoard=2 CoresPerSocket=8 ThreadsPerCore=1 RealMemory=385100 Gres=gpu:nvidia_geforce_rtx_5090:1,gpu:nvidia_geforce_rtx_3080:3,gpu:nvidia_a100_80gb_pcie:1 Found gpu:nvidia_geforce_rtx_5090:1,gpu:nvidia_geforce_rtx_3080:3,gpu:nvidia_a100_80gb_pcie:1 with Autodetect=nvml (Substring of gpu name may be used instead) UpTime=0-00:53:39
-Dj
On 10/15/26 20:57, Brian Haymore wrote:
The -C is the more important one for what I'm asking I think. It is showing that it was able to detect the GPUs with nvml. Wanted to make sure your slurm build & env had what was needed.
When you tried to use autodetect, how did you craft the lines in the gres.conf for the node and what did you have in the nodename line in your slurm.conf for the node?
-- Brian D. Haymore University of Utah Center for High Performance Computing 155 South 1452 East RM 405 Salt Lake City, Ut 84112 Phone: 801-558-1150 http://bit.ly/1HO1N2C <http://bit.ly/1HO1N2C> ------------------------------------------------------------------------ *From:*Dj Merrill<slurm@deej.net> *Sent:*Thursday, October 15, 2026 6:53 PM *To:*Brian Haymore<brian.haymore@utah.edu>; slurm-users<slurm-users@lists.schedmd.com> *Subject:*Re: [slurm-users] Jobs not getting assigned the requested GPU card It appears that slurmd -G aligns with the devices shown by nvidia-smi -L:
# nvidia-smi -L GPU 0: NVIDIA GeForce RTX 5090 (UUID: GPU-a17203cf-e03e-9bc8-237a-44302a1275e8) GPU 1: NVIDIA GeForce RTX 3080 (UUID: GPU-cbe1156c-02a6-f112-7190-97a0b312e6bd) GPU 2: NVIDIA GeForce RTX 3080 (UUID: GPU-f997bc4f-a808-7edf-5a09-fc4b2f638595) GPU 3: NVIDIA A100 80GB PCIe (UUID: GPU-418da940-1928-71e6-fa74-8889e551d850) GPU 4: NVIDIA GeForce RTX 3080 (UUID: GPU-6a11cc78-b0ab-cfa6-a6a0-cc5b220512b3)
# /opt/slurm/sbin/slurmd -G [2026-10-15T20:49:20.849] warning: cgroup/v1 plugin is deprecated, please upgrade to cgroup/v2 at your earliest convenience [2026-10-15T20:49:20.856] Gres Name=gpu Type=rtx3080 Count=1 Index=1 ID=7696487 File=/dev/nvidia1 Links=(null) Flags=HAS_FILE,HAS_TYPE,ENV_NVML,ENV_RSMI,ENV_ONEAPI,ENV_OPENCL,ENV_DEFAULT [2026-10-15T20:49:20.856] Gres Name=gpu Type=rtx3080 Count=1 Index=2 ID=7696487 File=/dev/nvidia2 Links=(null) Flags=HAS_FILE,HAS_TYPE,ENV_NVML,ENV_RSMI,ENV_ONEAPI,ENV_OPENCL,ENV_DEFAULT [2026-10-15T20:49:20.856] Gres Name=gpu Type=rtx3080 Count=1 Index=4 ID=7696487 File=/dev/nvidia4 Links=(null) Flags=HAS_FILE,HAS_TYPE,ENV_NVML,ENV_RSMI,ENV_ONEAPI,ENV_OPENCL,ENV_DEFAULT [2026-10-15T20:49:20.856] Gres Name=gpu Type=rtx5090 Count=1 Index=0 ID=7696487 File=/dev/nvidia0 Links=(null) Flags=HAS_FILE,HAS_TYPE,ENV_NVML,ENV_RSMI,ENV_ONEAPI,ENV_OPENCL,ENV_DEFAULT [2026-10-15T20:49:20.856] Gres Name=gpu Type=a100 Count=1 Index=3 ID=7696487 File=/dev/nvidia3 Links=(null) Flags=HAS_FILE,HAS_TYPE,ENV_NVML,ENV_RSMI,ENV_ONEAPI,ENV_OPENCL,ENV_DEFAULT
# /opt/slurm/sbin/slurmd -C NodeName=moose66 CPUs=16 Boards=1 SocketsPerBoard=2 CoresPerSocket=8 ThreadsPerCore=1 RealMemory=385100 Gres=gpu:nvidia_geforce_rtx_5090:1,gpu:nvidia_geforce_rtx_3080:3,gpu:nvidia_a100_80gb_pcie:1 Found gpu:nvidia_geforce_rtx_5090:1,gpu:nvidia_geforce_rtx_3080:3,gpu:nvidia_a100_80gb_pcie:1 with Autodetect=nvml (Substring of gpu name may be used instead) UpTime=0-00:06:34
-Dj
On 10/15/26 20:45, Brian Haymore wrote:
Can you look at what '<your path to slurmd>/slurmd -G' and '<your path to slurmd>/slurmd -C' show?
-- Brian D. Haymore University of Utah Center for High Performance Computing 155 South 1452 East RM 405 Salt Lake City, Ut 84112 Phone: 801-558-1150 http://bit.ly/1HO1N2C <http://bit.ly/1HO1N2C> ------------------------------------------------------------------------ *From:*Dj Merrill<slurm@deej.net> <mailto:slurm@deej.net> *Sent:*Thursday, October 15, 2026 6:40 PM *To:*Brian Haymore<brian.haymore@utah.edu> <mailto:brian.haymore@utah.edu>; slurm-users<slurm-users@lists.schedmd.com> <mailto:slurm-users@lists.schedmd.com> *Subject:*Re: [slurm-users] Jobs not getting assigned the requested GPU card We tried both "AutoDetect=nvml" and "AutoDetect=nvidia" in the gres.conf and neither of those worked properly either.
-Dj
On 10/15/26 20:37, Brian Haymore wrote:
From my understanding nvidia-smi enumerates the devices by the PCI bus ID which on some systems could match the order the devices as initialized by the driver but that this is not a guarantee. If you look at the 'man nvidia-smi' on the '-i' param section it touches on this and over onhttps://slurm.schedmd.com/gres.html <https://slurm.schedmd.com/gres.html> it notes this as well. Search down for where the paragraph starts with, "GPU device files (e.g.//dev/nvidia1/) are based on the Linux minor number assignment"
Like you observed, this doesn't seem to be a regular event to have them change unless I make a hardware change where I should expect it. If your able to use the NVML autodetect method for the gres.conf that also addresses this. This is the direction we went after realizing this point.
-- Brian D. Haymore University of Utah Center for High Performance Computing 155 South 1452 East RM 405 Salt Lake City, Ut 84112 Phone: 801-558-1150 http://bit.ly/1HO1N2C <http://bit.ly/1HO1N2C> ------------------------------------------------------------------------ *From:*Dj Merrill<slurm@deej.net> <mailto:slurm@deej.net> *Sent:*Thursday, October 15, 2026 6:02 PM *To:*Brian Haymore<brian.haymore@utah.edu> <mailto:brian.haymore@utah.edu>; slurm-users<slurm-users@lists.schedmd.com> <mailto:slurm-users@lists.schedmd.com> *Subject:*Re: [slurm-users] Jobs not getting assigned the requested GPU card Hi Brian, Thank you for the input! I find this weird and interesting. For the past several years we have gone by the output of nvidia-smi -L to assign the GPUs in the gres.conf, and that's always worked.
We also tried removing the fixed settings and tried both AutoDetect=nvml and AutoDetect=nvidia in the gres.conf and neither of those worked properly either.
As you surmised, the minor does not match the ID:
# for i in 0 1 2 3 4; do echo "ID: $i"; nvidia-smi -q -i $i | grep "Minor Number"; done ID: 0 Minor Number : 4 ID: 1 Minor Number : 3 ID: 2 Minor Number : 2 ID: 3 Minor Number : 0 ID: 4 Minor Number : 1
Interestingly, every time I reboot, I get a different result for the minor number, but the output of "nvidia-smi -L" always stays the same:
# for i in 0 1 2 3 4; do echo "ID: $i"; nvidia-smi -q -i $i | grep "Minor Number"; done ID: 0 Minor Number : 1 ID: 1 Minor Number : 2 ID: 2 Minor Number : 3 ID: 3 Minor Number : 0 ID: 4 Minor Number : 4
# for i in 0 1 2 3 4; do echo "ID: $i"; nvidia-smi -q -i $i | grep "Minor Number"; done ID: 0 Minor Number : 2 ID: 1 Minor Number : 4 ID: 2 Minor Number : 3 ID: 3 Minor Number : 1 ID: 4 Minor Number : 0
# nvidia-smi -L GPU 0: NVIDIA GeForce RTX 5090 (UUID: GPU-a17203cf-e03e-9bc8-237a-44302a1275e8) GPU 1: NVIDIA GeForce RTX 3080 (UUID: GPU-cbe1156c-02a6-f112-7190-97a0b312e6bd) GPU 2: NVIDIA GeForce RTX 3080 (UUID: GPU-f997bc4f-a808-7edf-5a09-fc4b2f638595) GPU 3: NVIDIA A100 80GB PCIe (UUID: GPU-418da940-1928-71e6-fa74-8889e551d850) GPU 4: NVIDIA GeForce RTX 3080 (UUID: GPU-6a11cc78-b0ab-cfa6-a6a0-cc5b220512b3)
# nvidia-smi topo -m GPU0 GPU1 GPU2 GPU3 GPU4 NIC0 CPU Affinity NUMA Affinity GPU NUMA ID GPU0 X PIX PIX NODE NODE NODE 0-7 0 N/A GPU1 PIX X PIX NODE NODE NODE 0-7 0 N/A GPU2 PIX PIX X NODE NODE NODE 0-7 0 N/A GPU3 NODE NODE NODE X PIX PIX 0-7 0 N/A GPU4 NODE NODE NODE PIX X PIX 0-7 0 N/A NIC0 NODE NODE NODE PIX PIX X
I'm wondering if something changed in the recent nvidia driver / CUDA that was installed a few days ago.
-Dj
On 10/15/26 19:14, Brian Haymore wrote:
The device number that 'nvidia-smi' shows for the GPUs, 0, 1, 2, 3, and 4, are not certain to map to /dev/nvidia$X.
Could you run ' for i in 0 1 2 3 4; do echo "ID: $i"; nvidia-smi -q -i $i | grep "Minor Number"'; done
If each matches then what I'm asking about is not the issue. If they do not match then you will need to adjust the gres.conf file.
Another command that would be good to see is 'nvidia-smi topo -m'.
-- Brian D. Haymore University of Utah Center for High Performance Computing 155 South 1452 East RM 405 Salt Lake City, Ut 84112 Phone: 801-558-1150 http://bit.ly/1HO1N2C <http://bit.ly/1HO1N2C> ------------------------------------------------------------------------ *From:*Dj Merrill via slurm-users<slurm-users@lists.schedmd.com> <mailto:slurm-users@lists.schedmd.com> *Sent:*Thursday, October 15, 2026 1:42 PM *To:*slurm-users@lists.schedmd.com <mailto:slurm-users@lists.schedmd.com><slurm-users@lists.schedmd.com> <mailto:slurm-users@lists.schedmd.com> *Subject:*[slurm-users] Jobs not getting assigned the requested GPU card We have a Slurm Cluster that has been working fine for many years. A few months ago it was upgraded to Slurm version 25.11.65, and has been working properly running that version. The systems are running Rocky Linux 9.8 and are patched/updated on a regular basis. They are currently running CUDA 13.4 with Nvidia driver 615.71.09 installed via dnf from Nvidia's repo.
Today it was reported that jobs are not getting assigned the GPU card they requested, so for example they may request a 5090 card but are assigned an A100 card. This was working fine, so we are struggling to figure out what has changed to cause this behaviour.
We have a node with 5 GPU cards, of three types:
% nvidia-smi -L
GPU 0: NVIDIA GeForce RTX 5090 (UUID: GPU-8efff06f-af9c-4598-420f-fcbb5b8af9f6) GPU 1: NVIDIA GeForce RTX 3080 (UUID: GPU-1d473ffd-d18c-e1f6-c492-02f4d702fd94) GPU 2: NVIDIA GeForce RTX 3080 (UUID: GPU-aed53cd7-6a97-c62d-e825-bc5be78be5ae) GPU 3: NVIDIA A100 80GB PCIe (UUID: GPU-c6be57f5-376d-2d06-d58b-20924b4296e7) GPU 4: NVIDIA GeForce RTX 3080 (UUID: GPU-3f7e5512-c25b-6dac-cbfa-2a7b95267094)
/etc/slurm/gres.conf matches the above output (and has been this way for years):
% cat /etc/slurm/gres.conf Name=gpu Type=rtx5090 File=/dev/nvidia0 Name=gpu Type=rtx3080 File=/dev/nvidia1 Name=gpu Type=rtx3080 File=/dev/nvidia2 Name=gpu Type=a100 File=/dev/nvidia3 Name=gpu Type=rtx3080 File=/dev/nvidia4
The /etc/slurm/slurm.conf entry for this node is the same as it has been for years:
NodeName=moose[63] CPUs=16 RealMemory=380000 Gres=gpu:rtx3080:3,gpu:rtx5090:1,gpu:a100:1 Weight=700
When submitting a job such as:
$ srun -p gpu --gres=gpu:rtx5090:1 --pty /bin/bash srun: job 71048 queued and waiting for resources srun: job 71048 has been allocated resources
$ nvidia-smi -L GPU 0: NVIDIA A100 80GB PCIe (UUID: GPU-c6be57f5-376d-2d06-d58b-20924b4296e7)
Any suggestions as to where to look?
Thank you,
-Dj
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