Calibration result file path (cuDNN)

Location of calibration MAT-file

Description

App Configuration Pane: Deep Learning

Configuration Objects: coder.CuDNNConfig

Location of the MAT-file containing the calibration data. This option is applicable only when Data type is set to int8.

When performing quantization of a deep convolutional neural network, the calibrate (Deep Learning Toolbox) function exercises the network and collects the dynamic ranges of the weights and biases in the convolution and fully connected layers of the network and the dynamic ranges of the activations in all layers of the network. To generate code for the optimized network, save the results from the calibrate function to a MAT-file and specify the location of this MAT-file to the code generator using this property.

Dependencies

To enable this parameter, you must set both these parameters:

  • Deep learning library to cuDNN

  • Data type to int8

Settings

character vector, string scalar

Path to the folder that contains the calibration data.

Programmatic Use

Property: CalibrationResultFile
Values: '' | character vector | string scalar
Default: ''

Version History

Introduced in R2020a

See Also

(Deep Learning Toolbox) |

Topics