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.