rocAL Unit Tests

rocAL Unit Tests#

This application can be used to verify the functionality of the API offered by rocAL.

Build Instructions#

Pre-requisites#

Install Pillow library using python3 -m pip install Pillow

Build#

mkdir build
cd build
cmake ../
make

Running the application#

./rocAL_unittests

Usage: ./rocAL_unittests reader-type pipeline-type=1(classification)2(detection)3(keypoints) <image-dataset-folder> output_image_name <width> <height> test_case gpu=1/cpu=0 rgb=1/grayscale=0 one_hot_labels=num_of_classes/0  display_all=0(display_last_only)1(display_all)

Output verification#

The bash script testAllScript.sh can be used to run and dump the outputs for all test cases in rocAL and run the python script to verify the correctness of the generated outputs with the golden outputs.

Input data is available in the following link : MIVisionX-data

export ROCAL_DATA_PATH=<absolute_path_to_MIVIsionX-data>

./testAllScripts.sh <device_type 0/1/2> <color_format 0/1/2>

Device Type

  • Option 0 - For only HOST backend

  • Option 1 - For only HIP backend

  • Option 2 - For both HOST and HIP backend

Color Format

  • Option 0 - For only Greyscale inputs

  • Option 1 - For only RGB inputs

  • Option 2 - For both Greyscale and RGB inputs

Contents