Shypd.aiThe largest open index of AI toolsLeFlow is an open-source tool-flow that maps numerical computation models written in TensorFlow to synthesizable hardware. It automatically generates Verilog from TensorFlow specifications for FPGA high-level synthesis.
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LeFlow is an open-source tool-flow designed to bridge the gap between TensorFlow deep neural networks and synthesizable hardware, specifically FPGAs. It achieves this by integrating Google's XLA compiler with the LegUp high-level synthesis tool, enabling the automatic generation of Verilog code from TensorFlow specifications. This facilitates the deployment of deep neural networks on FPGAs, offering a flexible approach to hardware acceleration. The tool includes a testing framework with 15 building blocks to verify installation and functionality, ensuring that generated circuits match original TensorFlow results. It also provides examples ranging from simple tests to more complex applications, making it a comprehensive solution for hardware synthesis of AI models.
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