Company

TheStage AI

Speakers

1

Activities

1

Speakers from TheStage AI

Kirill Solodskih Co-Founder 1

Talks & appearances

1 activities from TheStage AI speakers

Accelerating Neural Networks Through Quantization in PyTorch for Different Devices

2025-10-23 · PyTorch Meetup #22

talk

Kirill Solodskih (Co-Founder)

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.