Calibration result file path (ARM Compute)

Location of calibration MAT file

Since R2021a

Description

App Configuration Pane: Deep Learning

Configuration Objects: coder.ARMNEONConfig

Location of the MAT file containing the calibration data.

When performing quantization, 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 ARM Compute

  • 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 R2021a

See Also

(Deep Learning Toolbox) |

Topics