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Marat_Dukhan

Karma
625
Created
13 years ago

About

XNNPACK TLM @ Google, previously QNNPACK lead @ Facebook, Ph.D. student @ Georgia Tech, and the author of NNPACK library.

My Ph.D. projects:

www.github.com/Maratyszcza/NNPACK

www.github.com/Maratyszcza/PeachPy

www.github.com/Maratyszcza/Opcodes

Cool demos:

www.github.com/Maratyszcza/blis-bench

www.github.com/Maratyszcza/laff-demos

Recent Submissions

  1. 1. Faster Quantized Neural Network Inference with XNNPack (blog.tensorflow.org)
  2. 2. MediaPipe Pose (google.github.io)
  3. 3. M1 Mac Mini at MacStadium (macstadium.com)
  4. 4. Background Features in Google Meet, Powered by Web ML (ai.googleblog.com)
  5. 5. Supercharging TensorFlow.js with SIMD and multi-threading (blog.tensorflow.org)
  6. 6. Introducing the WebAssembly backend for TensorFlow.js (blog.tensorflow.org)
  7. 7. Fast Sparse ConvNets (arxiv.org)
  8. 8. Show HN: detecting cache latency inside a Web browser (maratyszcza.github.io)

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