FPGA Neural Network

• hls4ml

  11 1,115 9.2 C++

  Machine learning on FPGAs using HLS

  

We've been building an open-source system to do the translation from Keras/PyTorch/TensorFlow/ONNX to FPGA firmware (through HLS) for low-latency inference called hls4ml: https://github.com/fastmachinelearning/hls4ml

• qkeras

  3 522 6.6 Python

  QKeras: a quantization deep learning library for Tensorflow Keras

  

For quantization-aware training, there's also a tool we integrate with called qkeras: https://github.com/google/qkeras/tree/master/qkeras

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

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