This project is non-1:1 copy of Lemire's testingmlp, but for Windows specifically.
This project is not finished yet. It may contain bugs, probably won't support your setup, and the code is 120% messy.
To build this project from sources most recent Visual Studio (at least 17.7) is needed.
This project uses large pages which are not allowed by default for any user. To enable it follow instructions from this link.
Admin privileges are required to run this program properly (to manipulate MSR registers).
In a case of such error:
Memory incorrectly allocated: error = 1450system reboot may be required. If it doesn't help, you may not have enough RAM for system to allocate 2GB of non-paged memory.
RAM Info:
* Channels: 2
* Speed [MT/s]: 3200
* Theoretical bandwidth: 51.2GB/s
CPU Info (AMD Ryzen 7 5800H with Radeon Graphics):
* Physical cores: 8
* Logical cores: 16
* Hyperthreading: true
Allocating non-paged (locked) memory of size 2147483648 bytes with system decided page sizes...
Memory aligned to 1073741824 bytes: data pointer = 0x24100000000
Allocating paged memory of size 2147483648 bytes with default (4KB size) pages
Memory aligned to 4096 bytes: data pointer = 0x24180009000
Initializing array made of 268435456 (2048 MB) 64-bit words...
Verifying sequential/random access and paged/non-paged access sums...
Calculating time for sequential access (64 rounds)...
--------------------------------------------------------------------------------------------------------------
- prefetcher --- huge pages --- # of threads --- time (s) --- bandwidth --- speedup --- ns/hit --- % eff max -
--------------------------------------------------------------------------------------------------------------
true false 1 5.482 25071.0 1.00 0.319 49.0
true false 2 3.310 41522.3 1.66 0.193 81.1
true false 4 3.050 45062.0 1.80 0.178 88.0
true false 8 3.193 43043.8 1.72 0.186 84.1
true false 16 3.250 42288.9 1.69 0.189 82.6
true false 32 3.253 42249.9 1.69 0.189 82.5
= ---------------------------------------------------------------------------------------------------------- =
true true 1 4.938 27832.9 1.11 0.287 54.4
true true 2 3.112 44164.2 1.76 0.181 86.3
true true 4 3.055 44988.2 1.79 0.178 87.9
true true 8 3.178 43247.0 1.72 0.185 84.5
true true 16 3.254 42236.9 1.68 0.189 82.5
true true 32 3.289 41787.5 1.67 0.191 81.6
= ---------------------------------------------------------------------------------------------------------- =
false false 1 17.871 7690.6 0.31 1.040 15.0
false false 2 8.897 15447.8 0.62 0.518 30.2
false false 4 4.681 29361.0 1.17 0.272 57.3
false false 8 3.056 44973.5 1.79 0.178 87.8
false false 16 3.074 44710.1 1.78 0.179 87.3
false false 32 3.097 44378.1 1.77 0.180 86.7
= ---------------------------------------------------------------------------------------------------------- =
false true 1 17.754 7741.3 0.31 1.033 15.1
false true 2 8.844 15540.4 0.62 0.515 30.4
false true 4 4.642 29607.7 1.18 0.270 57.8
false true 8 3.039 45225.1 1.80 0.177 88.3
false true 16 3.074 44710.1 1.78 0.179 87.3
false true 32 3.078 44652.0 1.78 0.179 87.2
Calculating time for random access (4 rounds)...
-----------------------------------------------------------------------------------------------------------------------------------
- prefetcher --- huge pages --- # of threads --- lanes per thread --- time (s) --- bandwidth --- speedup --- ns/hit --- % eff seq -
-----------------------------------------------------------------------------------------------------------------------------------
true false 1 1 139.237 61.7 1.00 129.7 0.1
true false 1 2 70.968 121.0 1.96 66.1 0.3
true false 1 4 34.676 247.7 4.02 32.3 0.5
true false 1 8 17.082 502.9 8.15 15.9 1.1
true false 1 16 8.599 998.9 16.19 8.0 2.2
true false 1 32 6.248 1374.8 22.29 5.8 3.0
-----------------------------------------------------------------------------------------------------------------------------------
true false 2 1 75.510 113.8 1.84 70.3 0.3
true false 2 2 35.502 242.0 3.92 33.1 0.5
true false 2 4 16.707 514.2 8.33 15.6 1.1
true false 2 8 8.513 1009.0 16.36 7.9 2.2
true false 2 16 4.555 1885.8 30.57 4.2 4.2
true false 2 32 3.332 2578.0 41.79 3.1 5.7
-----------------------------------------------------------------------------------------------------------------------------------
true false 4 1 36.501 235.3 3.81 34.0 0.5
true false 4 2 16.669 515.3 8.35 15.5 1.1
true false 4 4 8.432 1018.7 16.51 7.9 2.3
true false 4 8 4.477 1918.7 31.10 4.2 4.2
true false 4 16 2.545 3375.2 54.71 2.4 7.5
true false 4 32 2.052 4186.1 67.85 1.9 9.3
-----------------------------------------------------------------------------------------------------------------------------------
true false 8 1 17.772 483.3 7.83 16.6 1.1
true false 8 2 8.267 1039.1 16.84 7.7 2.3
true false 8 4 4.409 1948.3 31.58 4.1 4.3
true false 8 8 2.529 3396.6 55.06 2.4 7.5
true false 8 16 1.955 4393.8 71.22 1.8 9.7
true false 8 32 1.832 4688.8 76.00 1.7 10.4
-----------------------------------------------------------------------------------------------------------------------------------
true false 16 1 9.153 938.5 15.21 8.5 2.1
true false 16 2 4.635 1853.3 30.04 4.3 4.1
true false 16 4 2.726 3151.1 51.08 2.5 7.0
true false 16 8 1.814 4735.4 76.76 1.7 10.5
true false 16 16 1.811 4743.2 76.88 1.7 10.5
true false 16 32 1.885 4557.0 73.87 1.8 10.1
-----------------------------------------------------------------------------------------------------------------------------------
true true 1 1 106.127 80.9 1.31 98.8 0.2
true true 1 2 53.622 160.2 2.60 49.9 0.4
true true 1 4 26.070 329.5 5.34 24.3 0.7
true true 1 8 12.843 668.8 10.84 12.0 1.5
true true 1 16 6.692 1283.6 20.81 6.2 2.8
true true 1 32 4.886 1758.1 28.50 4.6 3.9
-----------------------------------------------------------------------------------------------------------------------------------
true true 2 1 52.924 162.3 2.63 49.3 0.4
true true 2 2 25.904 331.6 5.38 24.1 0.7
true true 2 4 12.813 670.4 10.87 11.9 1.5
true true 2 8 6.634 1294.8 20.99 6.2 2.9
true true 2 16 3.648 2354.7 38.17 3.4 5.2
true true 2 32 2.707 3173.2 51.44 2.5 7.0
-----------------------------------------------------------------------------------------------------------------------------------
true true 4 1 26.504 324.1 5.25 24.7 0.7
true true 4 2 12.703 676.2 10.96 11.8 1.5
true true 4 4 6.564 1308.6 21.21 6.1 2.9
true true 4 8 3.587 2394.7 38.82 3.3 5.3
true true 4 16 2.214 3879.8 62.89 2.1 8.6
true true 4 32 1.863 4610.8 74.74 1.7 10.2
-----------------------------------------------------------------------------------------------------------------------------------
true true 8 1 12.984 661.6 10.72 12.1 1.5
true true 8 2 6.425 1337.0 21.67 6.0 3.0
true true 8 4 3.587 2394.7 38.82 3.3 5.3
true true 8 8 2.178 3944.0 63.93 2.0 8.7
true true 8 16 1.817 4727.5 76.63 1.7 10.5
true true 8 32 1.814 4735.4 76.76 1.7 10.5
-----------------------------------------------------------------------------------------------------------------------------------
true true 16 1 6.486 1324.4 21.47 6.0 2.9
true true 16 2 3.753 2288.8 37.10 3.5 5.1
true true 16 4 2.353 3650.6 59.17 2.2 8.1
true true 16 8 1.742 4931.1 79.93 1.6 10.9
true true 16 16 1.788 4804.2 77.87 1.7 10.6
true true 16 32 1.823 4712.0 76.38 1.7 10.4
-----------------------------------------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------------------------------
false false 1 1 135.900 63.2 1.02 126.6 0.1
false false 1 2 69.389 123.8 2.01 64.6 0.3
false false 1 4 35.101 244.7 3.97 32.7 0.5
false false 1 8 17.114 501.9 8.14 15.9 1.1
false false 1 16 8.643 993.9 16.11 8.0 2.2
false false 1 32 6.249 1374.6 22.28 5.8 3.0
-----------------------------------------------------------------------------------------------------------------------------------
false false 2 1 72.784 118.0 1.91 67.8 0.3
false false 2 2 35.358 242.9 3.94 32.9 0.5
false false 2 4 16.721 513.7 8.33 15.6 1.1
false false 2 8 8.397 1023.0 16.58 7.8 2.3
false false 2 16 4.567 1880.9 30.49 4.3 4.2
false false 2 32 3.330 2579.6 41.81 3.1 5.7
-----------------------------------------------------------------------------------------------------------------------------------
false false 4 1 36.300 236.6 3.84 33.8 0.5
false false 4 2 16.609 517.2 8.38 15.5 1.1
false false 4 4 8.311 1033.6 16.75 7.7 2.3
false false 4 8 4.371 1965.2 31.85 4.1 4.3
false false 4 16 2.534 3389.9 54.95 2.4 7.5
false false 4 32 2.017 4258.8 69.03 1.9 9.4
-----------------------------------------------------------------------------------------------------------------------------------
false false 8 1 17.963 478.2 7.75 16.7 1.1
false false 8 2 8.190 1048.8 17.00 7.6 2.3
false false 8 4 4.272 2010.8 32.59 4.0 4.4
false false 8 8 2.421 3548.1 57.51 2.3 7.8
false false 8 16 1.839 4671.0 75.71 1.7 10.3
false false 8 32 1.832 4688.8 76.00 1.7 10.4
-----------------------------------------------------------------------------------------------------------------------------------
false false 16 1 9.218 931.9 15.10 8.6 2.1
false false 16 2 4.383 1959.8 31.77 4.1 4.3
false false 16 4 2.468 3480.5 56.42 2.3 7.7
false false 16 8 1.773 4844.9 78.53 1.7 10.7
false false 16 16 1.815 4732.7 76.71 1.7 10.5
false false 16 32 1.830 4694.0 76.09 1.7 10.4
-----------------------------------------------------------------------------------------------------------------------------------
false true 1 1 106.548 80.6 1.31 99.2 0.2
false true 1 2 53.806 159.6 2.59 50.1 0.4
false true 1 4 26.194 327.9 5.32 24.4 0.7
false true 1 8 12.858 668.1 10.83 12.0 1.5
false true 1 16 6.803 1262.7 20.47 6.3 2.8
false true 1 32 4.899 1753.4 28.42 4.6 3.9
-----------------------------------------------------------------------------------------------------------------------------------
false true 2 1 52.417 163.9 2.66 48.8 0.4
false true 2 2 26.570 323.3 5.24 24.7 0.7
false true 2 4 12.834 669.3 10.85 12.0 1.5
false true 2 8 6.643 1293.1 20.96 6.2 2.9
false true 2 16 3.654 2350.8 38.11 3.4 5.2
false true 2 32 2.703 3177.9 51.51 2.5 7.0
-----------------------------------------------------------------------------------------------------------------------------------
false true 4 1 26.988 318.3 5.16 25.1 0.7
false true 4 2 12.718 675.4 10.95 11.8 1.5
false true 4 4 6.523 1316.9 21.35 6.1 2.9
false true 4 8 3.600 2386.1 38.68 3.4 5.3
false true 4 16 2.248 3821.1 61.94 2.1 8.4
false true 4 32 1.877 4576.4 74.18 1.7 10.1
-----------------------------------------------------------------------------------------------------------------------------------
false true 8 1 13.185 651.5 10.56 12.3 1.4
false true 8 2 6.352 1352.3 21.92 5.9 3.0
false true 8 4 3.412 2517.6 40.81 3.2 5.6
false true 8 8 2.170 3958.5 64.16 2.0 8.8
false true 8 16 1.817 4727.5 76.63 1.7 10.5
false true 8 32 1.823 4712.0 76.38 1.7 10.4
-----------------------------------------------------------------------------------------------------------------------------------
false true 16 1 6.582 1305.1 21.15 6.1 2.9
false true 16 2 3.436 2500.0 40.52 3.2 5.5
false true 16 4 2.091 4108.1 66.59 1.9 9.1
false true 16 8 1.770 4853.1 78.66 1.6 10.7
false true 16 16 1.814 4735.4 76.76 1.7 10.5
false true 16 32 1.817 4727.5 76.63 1.7 10.5
-----------------------------------------------------------------------------------------------------------------------------------
Total benchmark time: 4516.004s- Add benchmarks for SSD data access
- Add verbose/non-verbose mode
- Add benchmark granularity (with --flags)
- v0.0.6 - 27.08.2023: Added benchmarks with hardware prefetching disabled
- v0.0.5 - 25.08.2023: Added thread affinity, removed thread setup time from benchmarks, fixed rng repeatability
- v0.0.4 - 22.08.2023: Added benchmarks with normal pages
- v0.0.3 - 21.08.2023: Added multithreaded random access benchmark
- v0.0.2 - 17.08.2023: Added system info, improved sequential access benchmark
- v0.0.1 - 16.08.2023: Initial version
Code statistics (via gocloc)
$> gocloc /exclude-ext json,txt .
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Language files blank comment code
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C++ 1 101 39 534
C++ Header 5 101 45 404
Markdown 1 26 0 234
C Header 1 10 32 27
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TOTAL 8 238 116 1199
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