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Siemens Digital Industries Software has announced Catapult AI NN software, which allows for the translation of AI models designed in Python into silicon-based implementations for faster and more efficient execution. The software combines hls4ml, an open-source package for machine learning hardware acceleration, with Catapult HLS software for High-Level Synthesis.