Checking Data Processing Configuration
- Check that the input data and input data processing configuration of the OM model are consistent with those of the benchmark network.
- Check the AIPP configuration.
AIPP (short for Artificial Intelligence Pre-Processing) is introduced for AI Core–based image preprocessing including image resizing, color space conversion (CSC), and mean subtraction and factor multiplication (for pixel changing), prior to model inference.
If the AIPP configuration is incorrect, the input data for model inference may be inaccurate. In this case, check the AIPP configuration by referring to " AIPP Enable" in " ATC Instructions." If the AIPP configuration is incorrect, correct it, convert the model again, and perform inference again.
- Check that the postprocessing configuration is consistent with that of the benchmark network.