Intel® FPGA AI Suite: Version 2023.3 Release Notes

ID 772497
Date 12/01/2023
Public

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2. Intel® FPGA AI Suite New Features and Enhancements

Intel® FPGA AI Suite Version 2023.3 New Features and Enhancements

Intel® FPGA AI Suite Version 2023.3 adds the following new features and enhancements:
  • The accuracy of performance estimator accuracy has been improved. It has been correlated against the PCIe-attach example designs for both Intel® Arria® 10 and Intel Agilex® 7 devices.
  • The dla_benchmark portion of the design example runtime has been updated to use OpenVINO™ API 2.0.
  • The dla_benchmark command now offers the option to preprocess input images using mean_values and scale_values flags. When the layout option is needed, use these new options instead of the model optimizer mean and scale values tto prevent potential transpose sinking issues during graph generation.
  • Model support continues to improve. The set of models that are supported when using the CPU for layer fallback now exceeds 160 models from OpenVINO™ Model Zoo.
  • The dla_build_example_design.py script can now compile bitstreams targeting the PCIe-based design example for Intel Agilex® 7 devices using a Windows installation of Intel® Quartus® Prime Pro Edition software when the script is invoked from a WSL instance.
  • This release adds preproduction support for Intel Agilex® 5 devices.