Shypd.aiThe largest open index of AI toolsnnfusion is an Open Source & Models tool that functions as a flexible and efficient deep neural network (DNN) compiler. It generates high-performance executables from DNN model descriptions like TensorFlow and ONNX.
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nnfusion is an open-source deep neural network (DNN) compiler designed for flexibility and efficiency. It generates high-performance executables directly from DNN model descriptions, supporting popular formats such as TensorFlow frozen models and ONNX. The tool aims to facilitate full-stack model optimization, offering features like data-flow graph optimizations, model-specific kernel selection, kernel fusion, and static memory layout. It provides ahead-of-time and source-to-source compilation, reducing runtime overhead and minimizing library dependencies. nnfusion supports various accelerator devices, including CUDA GPUs, ROCm GPUs, and CPUs, making it suitable for developers and researchers looking to speed up model execution or customize optimizations. It also supports parallel training via SuperScaler.
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