Sophon Edge

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Platform to build for Machine Learning / Automotive / Industrial IoT

Machine Learning

Bitmain provides machine learning solutions including, BMNet a tool to convert supported A models to internal format accelerated by Sophon TPU, ONNX a tool to convert ONNX format to internal format, and a Quantization tool to convert FP32 to INT8.


With internal acceleration from the Sophon TPU, the Sophon Edge provides a excellent platform for developing cutting edge DL/ML applications integral to the Automotive industry, from object detection and recognition to vehicle license plate recognition.

Industrial IoT

Sophon Edge is an edge device which features real-time inference and processing.


  • Computing
  • TPU
  • Controller
  • Sensors