CPU-based algorithm trains deep neural nets up to 15 times faster than top GPU

• HashingDeepLearning

  2 1,062 1.8 C++

  Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"

• SLIDE

  3 475 0.0
  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• goslide

  1 39 0.0 Go

  SLIDE (Sub-LInear Deep learning Engine) written in Go

  

• Stockfish

  150 10,498 9.6 C++

  A free and strong UCI chess engine

  

Interesting. As I know, Stockfish [1] chess engine exploits NNUE nets optimized for CPU and regularly beats up Leela [2], which explots traditional GPU-based networks based on AlphaZero architecture.

[1] https://github.com/official-stockfish/Stockfish

• lc0

  12 2,321 8.7 C++

  The rewritten engine, originally for tensorflow. Now all other backends have been ported here.

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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