Kirill Solodskih

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Co-Founder TheStage AI

Co-Founder at TheStage AI

Bio from: PyTorch Meetup #22

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Accelerating Neural Networks Through Quantization in PyTorch for Different Devices

2025-10-23 · PyTorch Meetup #22

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PyTorch quantization dnns

We design and apply quantization algorithms for PyTorch DNNs across modern architectures, using PyTorch internals mechanisms to automatically balance quality and speed. We then compile the quantized checkpoints to deliver real-world speedup on different hardware.