Intel Neural Compressor Joins ONNX
Intel Neural Compressor also aims to provide Intel extensions like Intel Extension for the PyTorch and Intel Extension for TensorFlow
AI-enhanced apps will be the standard in the era of the AI PC, and developers are gradually substituting AI models for conventional code fragments
AI PCs provide the processing power for various AI experiences to suit these models' computational needs
An open ecosystem called Open Neural Network Exchange (ONNX) gives AI developers the freedom to select the appropriate tools as their projects advance
With the help of
Intel Neural Compressor
, Neural Compressor seeks to offer widely used model compression approaches
The Neural Compressor quantizes parameters, eliminates superfluous connections, and optimises model weights
These qualities are essential for maintaining performance when executing your AI-powered application on the AI PC
Neural Compressor inherits ONNX Runtime from Intel Neural Compressor and offers SmoothQuant and weight-only quantization
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