Auto tuning
Code generation that uses cuDNN library with auto tuning enabled
Since R2021a
Model Configuration Pane: Code Generation / Interface
Description
The Auto
tuning parameter specifies whether the code generator applies auto
tuning for the cuDNN library. Auto tuning increases performance for larger networks such
as SegNet and ResNet.
Dependencies
This parameter requires a GPU Coder™ license.
To enable this parameter, set the Language parameter to
C++and the Target library parameter tocuDNN.
Settings
On (default) | Off- On
Enables auto tuning for the cuDNN library. Enabling auto tuning allows the library to find the fastest convolution algorithms.
- Off
Disables auto tuning for the cuDNN library.
Recommended Settings
| Application | Setting |
|---|---|
| Debugging | |
| Traceability | |
| Efficiency | |
| Safety precaution |
Programmatic Use
Parameter:
DLAutoTuning |
Value:
'on' | 'off' |
Default:
'on' |
Version History
Introduced in R2021a
