Emad Barsoum ebarsoum
ebarsoum
/ gpu_memory_overhead_pycuda.py
Created
October 26, 2019 00:24
GPU memory overhead for PyCUDA
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| import numpy as np | |
| from pynvml.smi import nvidia_smi | |
| import pycuda.gpuarray as ga | |
| import pycuda.driver as cuda | |
| nvsmi = nvidia_smi.getInstance() | |
| def getGPUMemoryUsage(gpu_index=0): | |
| return nvsmi.DeviceQuery("memory.used")["gpu"][gpu_index]['fb_memory_usage']['used'] |
ebarsoum
/ gpu_memory_overhead_pytorch.py
Created
October 26, 2019 00:20
GPU memory overhead for PyTorch
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| import torch | |
| import numpy as np | |
| from pynvml.smi import nvidia_smi | |
| nvsmi = nvidia_smi.getInstance() | |
| def getGPUMemoryUsage(gpu_index=0): | |
| return nvsmi.DeviceQuery("memory.used")["gpu"][gpu_index]['fb_memory_usage']['used'] | |
| gpu_index = 0 |