Marat_Dukhan

625 karma · joined November 3, 2012

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

submissions comments

Faster Quantized Neural Network Inference with XNNPack

blog.tensorflow.org·18 pts·Marat_Dukhan·

MediaPipe Pose

google.github.io·1 pts·Marat_Dukhan·

M1 Mac Mini at MacStadium

macstadium.com·2 pts·Marat_Dukhan·

Background Features in Google Meet, Powered by Web ML

ai.googleblog.com·427 pts·Marat_Dukhan·

266

Supercharging TensorFlow.js with SIMD and multi-threading

blog.tensorflow.org·63 pts·Marat_Dukhan·

Introducing the WebAssembly backend for TensorFlow.js

blog.tensorflow.org·4 pts·Marat_Dukhan·

Fast Sparse ConvNets

arxiv.org·4 pts·Marat_Dukhan·

Show HN: detecting cache latency inside a Web browser

maratyszcza.github.io·107 pts·Marat_Dukhan·

mInference demo: ImageNet convnets inside a Web browser (WAsm/Asm.js/PNaCl)

minference.com·1 pts·Marat_Dukhan·

NNPACK – acceleration package for neural networks on multi-core CPUs

github.com·8 pts·Marat_Dukhan·

Show HN: PeachPy – x86-64 assembler in Python, with Go support

github.com·4 pts·Marat_Dukhan·

In-Browser Memory Latency Benchmark (PNaCl/Asm.js)

maratyszcza.github.io·2 pts·Marat_Dukhan·

Benchmark of matrix-matrix multiplication in Web browsers

github.com·2 pts·Marat_Dukhan·

BLIS for the Web: High-Performance Computing in a Web Browser

cs.utexas.edu·2 pts·Marat_Dukhan·

Spec: JavaScript Shared Memory, Atomics, and Locks

docs.google.com·6 pts·Marat_Dukhan·

Yeppp! a trivial test

nosubstance.me·1 pts·Marat_Dukhan·

Show HN: Open-source SIMD-accelerated math library for C/C++/C#/Java/FORTRAN

yeppp.info·9 pts·Marat_Dukhan·

Intel AVX-512, SHA, and MPX (Memory Protection) instruction extensions

software.intel.com·1 pts·Marat_Dukhan·

Yeppp! performance numbers

yeppp.info·1 pts·Marat_Dukhan·

GCC 4.8 release

gcc.gnu.org·110 pts·Marat_Dukhan·