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JorgeDeJesus

Benchmark R-cran with ATLAS (libtatlas.so)

Feb 12th, 2016
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  1. #CPU: Bi-CPU Intel Xeon 2xE5-2690v3 24c/48t 2.6-3.5 GHz
  2. #RAM: 256G DDR4 ECC 2133 MHz (PC-17066)
  3. #R-cran: R-3.1.2
  4. #GCC: -march=native -Ofast
  5. #ATLAS: YES (libtatlas.so)
  6. R Benchmark 2.5
  7. ===============
  8. Number of times each test is run__________________________: 3
  9.  
  10. I. Matrix calculation
  11. ---------------------
  12. Creation, transp., deformation of a 2500x2500 matrix (sec): 0.466333333333334
  13. 2400x2400 normal distributed random matrix ^1000____ (sec): 0.264666666666666
  14. Sorting of 7,000,000 random values__________________ (sec): 0.684333333333334
  15. 2800x2800 cross-product matrix (b = a' * a)_________ (sec): 0.0559999999999998
  16. Linear regr. over a 3000x3000 matrix (c = a \ b')___ (sec): 0.0653333333333326
  17. --------------------------------------------
  18. Trimmed geom. mean (2 extremes eliminated): 0.200528839915379
  19. II. Matrix functions
  20. --------------------
  21. FFT over 2,400,000 random values____________________ (sec): 0.208333333333333
  22. Eigenvalues of a 640x640 random matrix______________ (sec): 0.366666666666667
  23. Determinant of a 2500x2500 random matrix____________ (sec): 0.322666666666668
  24. Cholesky decomposition of a 3000x3000 matrix________ (sec): 0.141666666666667
  25. Inverse of a 1600x1600 random matrix________________ (sec): 0.207666666666667
  26. --------------------------------------------
  27. Trimmed geom. mean (2 extremes eliminated): 0.24078340539773
  28.  
  29. III. Programmation
  30. ------------------
  31. 3,500,000 Fibonacci numbers calculation (vector calc)(sec): 0.414
  32. Creation of a 3000x3000 Hilbert matrix (matrix calc) (sec): 0.202666666666667
  33. Grand common divisors of 400,000 pairs (recursion)__ (sec): 0.975666666666665
  34. Creation of a 500x500 Toeplitz matrix (loops)_______ (sec): 0.310666666666667
  35. Escoufier's method on a 45x45 matrix (mixed)________ (sec): 0.337000000000003
  36. --------------------------------------------
  37. Trimmed geom. mean (2 extremes eliminated): 0.351270463045466
  38.  
  39.  
  40. Total time for all 15 tests_________________________ (sec): 5.02366666666667
  41. Overall mean (sum of I, II and III trimmed means/3)_ (sec): 0.256930113644289
  42. --- End of test ---
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