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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: NO (only libRblas.so/libRlapack.so) |
| 5 | + | #ATLAS: YES (libtatlas.so) |
| 6 | - | R Benchmark 2.5 |
| 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): 0.457666666666666 |
| 12 | + | Creation, transp., deformation of a 2500x2500 matrix (sec): 0.466333333333334 |
| 13 | - | 2400x2400 normal distributed random matrix ^1000____ (sec): 0.264000000000001 |
| 13 | + | 2400x2400 normal distributed random matrix ^1000____ (sec): 0.264666666666666 |
| 14 | - | Sorting of 7,000,000 random values__________________ (sec): 0.683666666666667 |
| 14 | + | Sorting of 7,000,000 random values__________________ (sec): 0.684333333333334 |
| 15 | - | 2800x2800 cross-product matrix (b = a' * a)_________ (sec): 10.3523333333333 |
| 15 | + | 2800x2800 cross-product matrix (b = a' * a)_________ (sec): 0.0559999999999998 |
| 16 | - | Linear regr. over a 3000x3000 matrix (c = a \ b')___ (sec): 4.62366666666667 |
| 16 | + | Linear regr. over a 3000x3000 matrix (c = a \ b')___ (sec): 0.0653333333333326 |
| 17 | -------------------------------------------- | |
| 18 | - | Trimmed geom. mean (2 extremes eliminated): 1.1309933943199 |
| 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 | - | FFT over 2,400,000 random values____________________ (sec): 0.202333333333331 |
| 22 | + | Eigenvalues of a 640x640 random matrix______________ (sec): 0.366666666666667 |
| 23 | - | Eigenvalues of a 640x640 random matrix______________ (sec): 0.677000000000004 |
| 23 | + | Determinant of a 2500x2500 random matrix____________ (sec): 0.322666666666668 |
| 24 | - | Determinant of a 2500x2500 random matrix____________ (sec): 2.948 |
| 24 | + | Cholesky decomposition of a 3000x3000 matrix________ (sec): 0.141666666666667 |
| 25 | - | Cholesky decomposition of a 3000x3000 matrix________ (sec): 3.928 |
| 25 | + | Inverse of a 1600x1600 random matrix________________ (sec): 0.207666666666667 |
| 26 | - | Inverse of a 1600x1600 random matrix________________ (sec): 2.23833333333333 |
| 26 | + | |
| 27 | Trimmed geom. mean (2 extremes eliminated): 0.24078340539773 | |
| 28 | - | Trimmed geom. mean (2 extremes eliminated): 1.64694957840365 |
| 28 | + | |
| 29 | - | III. Programmation |
| 29 | + | III. Programmation |
| 30 | ------------------ | |
| 31 | - | 3,500,000 Fibonacci numbers calculation (vector calc)(sec): 0.414333333333341 |
| 31 | + | 3,500,000 Fibonacci numbers calculation (vector calc)(sec): 0.414 |
| 32 | - | Creation of a 3000x3000 Hilbert matrix (matrix calc) (sec): 0.200999999999993 |
| 32 | + | Creation of a 3000x3000 Hilbert matrix (matrix calc) (sec): 0.202666666666667 |
| 33 | - | Grand common divisors of 400,000 pairs (recursion)__ (sec): 0.958000000000008 |
| 33 | + | Grand common divisors of 400,000 pairs (recursion)__ (sec): 0.975666666666665 |
| 34 | - | Creation of a 500x500 Toeplitz matrix (loops)_______ (sec): 0.313999999999993 |
| 34 | + | Creation of a 500x500 Toeplitz matrix (loops)_______ (sec): 0.310666666666667 |
| 35 | - | Escoufier's method on a 45x45 matrix (mixed)________ (sec): 0.361999999999995 |
| 35 | + | Escoufier's method on a 45x45 matrix (mixed)________ (sec): 0.337000000000003 |
| 36 | -------------------------------------------- | |
| 37 | - | Trimmed geom. mean (2 extremes eliminated): 0.361129276252989 |
| 37 | + | Trimmed geom. mean (2 extremes eliminated): 0.351270463045466 |
| 38 | ||
| 39 | ||
| 40 | - | Total time for all 15 tests_________________________ (sec): 28.6243333333333 |
| 40 | + | Total time for all 15 tests_________________________ (sec): 5.02366666666667 |
| 41 | - | Overall mean (sum of I, II and III trimmed means/3)_ (sec): 0.876195509512644 |
| 41 | + | Overall mean (sum of I, II and III trimmed means/3)_ (sec): 0.256930113644289 |
| 42 | --- End of test --- |