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Parallel Computing

Wikipedia

Applications

  • Big data
  • Machine learning
  • Extended reality
  • Mathematics
  • Physics
    • Molecular dynamics
    • Computational fluid dynamics
    • Structural mechanics
  • Chemistry
    • Quantum chemistry
  • Bioinformatics
  • Weather modeling

Machine learning

Weight matrix product

  • Data parallelism (split up the dataset)
  • Model parallelism (split up the model parameters)

Pipelining

Instructions can be executed in other orderings than in the naive model.