Basic Linear Algebra Subprograms (BLAS) Library

machine-learning
blas

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The BLAS (Basic Linear Algebra Subprograms) are routines that provide standard building blocks for performing basic vector and matrix operations. There are three levels within the BLAS library:

  • The Level 1 BLAS perform scalar, vector and vector-vector operations
  • The Level 2 BLAS perform matrix-vector operations
  • The Level 3 BLAS perform matrix-matrix operations

Popular BLAS (Basic Linear Algebra Subprograms) Implementations include:
  • Intel's MKL (used in MKL DNN)
  • OpenBLAS
  • NetLib's BLAS
  • BLAS++
  • BLIS


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