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Out of memory on device using GPU

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Felipe Assunção
Felipe Assunção on 20 Sep 2019
Commented: Felipe Assunção on 21 Sep 2019
I'm trying to classify images using VGG19 and I have this error: "Out of memory on device".
How can I fix it?

  2 Comments

Walter Roberson
Walter Roberson on 21 Sep 2019
What does the output of
gpuDevice()
show ?
Felipe Assunção
Felipe Assunção on 21 Sep 2019
ans =
CUDADevice with properties:
Name: 'GeForce RTX 2060'
Index: 1
ComputeCapability: '7.5'
SupportsDouble: 1
DriverVersion: 10.1000
ToolkitVersion: 9.1000
MaxThreadsPerBlock: 1024
MaxShmemPerBlock: 49152
MaxThreadBlockSize: [1024 1024 64]
MaxGridSize: [2.1475e+09 65535 65535]
SIMDWidth: 32
TotalMemory: 6.4425e+09
AvailableMemory: 4.6098e+09
MultiprocessorCount: 30
ClockRateKHz: 1710000
ComputeMode: 'Default'
GPUOverlapsTransfers: 1
KernelExecutionTimeout: 1
CanMapHostMemory: 1
DeviceSupported: 1
DeviceSelected: 1

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