HPC의 16개 코어 노드에서 사용 가능한 M2090 Tesla 카드 2개 중 1개에 액세스하는 1개의 프로세서를 사용하는 CUDA 컴파일 코드, 각 프로세스에서 GPU의 메모리가 얼마나 사용되고 있는지 어떻게 알 수 있습니까?
~/code_dev/gcode/projects/gcode_nbd_csu$cat /proc/cpuinfo | grep processor
processor : 0
processor : 1
processor : 2
processor : 3
processor : 4
processor : 5
processor : 6
processor : 7
processor : 8
processor : 9
processor : 10
processor : 11
processor : 12
processor : 13
processor : 14
processor : 15
[~/code_dev/gcode/projects/gcode_nbd_csu]$lspci | grep -irn nvidia
26:02:00.0 3D controller: NVIDIA Corporation Tesla M2090 (rev a1)
91:84:00.0 3D controller: NVIDIA Corporation Tesla M2090 (rev a1)
top - 06:22:09 up 91 days, 17:26, 1 user, load average: 4.09, 4.02, 3.90
Tasks: 389 total, 5 running, 384 sleeping, 0 stopped, 0 zombie
Cpu(s): 13.1%us, 1.4%sy, 0.0%ni, 85.5%id, 0.0%wa, 0.0%hi, 0.0%si, 0.0%st
Mem: 32843408k total, 11775040k used, 21068368k free, 196700k buffers
Swap: 64002952k total, 0k used, 64002952k free, 8265528k cached
PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND
15385 duser1 20 0 52.1g 31m 22m R 100.1 0.1 38:49.07 gcode_1.04
24712 otherguy 20 0 53.1g 979m 125m R 100.1 3.1 68557:48 gcode_62_0
25530 otherguy 20 0 53.1g 977m 126m R 100.1 3.0 28573:45 gcode_62_1
15985 otherguy 20 0 53.1g 980m 126m R 98.1 3.1 40051:48 gcode_62_1
1 root 20 0 19360 1536 1224 S 0.0 0.0 0:01.71 init
2 root 20 0 0 0 0 S 0.0 0.0 0:00.01 kthreadd
3 root RT 0 0 0 0 S 0.0 0.0 0:27.18 migration/0
답변1
이라는 도구가 있습니다 nvidia-smi. nVidia CUDA 드라이버와 함께 제공됩니다. GPU를 사용하는 PID를 알려줍니다.
[root@localhost release]# nvidia-smi
Wed Sep 26 23:16:16 2012
+------------------------------------------------------+
| NVIDIA-SMI 3.295.41 Driver Version: 295.41 |
|-------------------------------+----------------------+----------------------+
| Nb. Name | Bus Id Disp. | Volatile ECC SB / DB |
| Fan Temp Power Usage /Cap | Memory Usage | GPU Util. Compute M. |
|===============================+======================+======================|
| 0. Tesla C2050 | 0000:05:00.0 On | 0 0 |
| 30% 62 C P0 N/A / N/A | 3% 70MB / 2687MB | 44% Default |
|-------------------------------+----------------------+----------------------|
| Compute processes: GPU Memory |
| GPU PID Process name Usage |
|=============================================================================|
| 0. 7336 ./align 61MB |
+-----------------------------------------------------------------------------+