RNGTest: Test all available MKL and RNGSSE RNGs with SmallCrush
This example runs RNGTest to subject all available MKL and RNGSSE random number generators to TestU01's SmallCrush battery.
Control file
title "Test all available RNGs" smallcrush # Use the default configuration for all RNGs rngsse_gm19 end rngsse_gm29 end rngsse_gm31 end rngsse_gm55 end rngsse_gm61 end rngsse_gq58.1 end rngsse_gq58.3 end rngsse_gq58.4 end rngsse_mt19937 end rngsse_lfsr113 end rngsse_mrg32k3a end mkl_mcg31 end mkl_r250 end mkl_mrg32k3a end mkl_mcg59 end mkl_wh end mkl_mt19937 end mkl_mt2203 end mkl_sfmt19937 end mkl_sobol end mkl_niederr end mkl_nondeterm end end
Example run on 8 CPUs
./charmrun +p8 Main/rngtest -v -c ../../tmp/all.q
Output
Running on 8 processors: Main/rngtest -v -c ../../tmp/all.q
charmrun> /usr/bin/setarch x86_64 -R mpirun -np 8 Main/rngtest -v -c ../../tmp/all.q
Charm++> Running on MPI version: 3.0
Charm++> level of thread support used: MPI_THREAD_SINGLE (desired: MPI_THREAD_SINGLE)
Charm++> Running in non-SMP mode: numPes 8
Converse/Charm++ Commit ID: e0bb794
CharmLB> Load balancer assumes all CPUs are same.
Charm++> Running on 1 unique compute nodes (8-way SMP).
Charm++> cpu topology info is gathered in 0.003 seconds.
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\/ \/ \/ \/ \/
< ENVIRONMENT >
------ o ------
* Build environment:
--------------------
Hostname : karman
Executable : rngtest
Version : 0.1
Release : LA-CC-XX-XXX
Revision : e0bb79490a120999f165452e62bb1f6ccf5e6333
CMake build type : Release
Asserts : off (turn on: CMAKE_BUILD_TYPE=DEBUG)
Exception trace : off (turn on: CMAKE_BUILD_TYPE=DEBUG)
MPI C++ wrapper : /opt/openmpi/1.8/intel/15.0.1/bin/mpicxx
Underlying C++ compiler : /opt/intel/composer_xe_2015.1.133/bin/intel64/icpc
Build date : Wed Feb 4 14:35:30 MST 2015
* Run-time environment:
-----------------------
Date, time : Wed Feb 4 16:30:17 2015
Work directory : /home/jbakosi/code/quinoa/build/intel
Executable (rel. to work dir) : Main/rngtest
Command line arguments : '-v -c ../../tmp/all.q'
Output : verbose (quiet: omit -v)
Control file : ../../tmp/all.q
Parsed control file : success
< FACTORY >
---- o ----
* Registered batteries:
-----------------------
SmallCrush
Crush
BigCrush
< PROBLEM >
---- o ----
* Title: Test all available RNGs
--------------------------------
* RNG battery: SmallCrush (10 tests, 15 stats)
----------------------------------------------
Birthday Spacings
Hamming Independence
Weight Distribution
Simplified Poker
Matrix Rank
Gap
Collision
Coupon Collector
Maximum-of-t
Maximum-of-t Anderson-Darling
Random Walk 1 Stat H
Random Walk 1 Stat M
Random Walk 1 Stat J
Random Walk 1 Stat R
Random Walk 1 Stat C
* RNGs tested (22):
-------------------
< MKL MCG311 >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL R250 >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL MRG32K3A >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL MCG59 >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL WH >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL MT19937 >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL MT2203 >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL SFMT19937 >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL SOBOL >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL NIEDERR >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< MKL NONDETERM >
seed : 0
uniform method : standard
Gaussian method : Box-Muller
< RNGSSE GM19 >
seed : 0
< RNGSSE GM29 >
seed : 0
sequence length : short
< RNGSSE GM31 >
seed : 0
sequence length : short
< RNGSSE GM55 >
seed : 0
sequence length : short
< RNGSSE GM61 >
seed : 0
sequence length : short
< RNGSSE GQ58.1 >
seed : 0
sequence length : short
< RNGSSE GQ58.3 >
seed : 0
sequence length : short
< RNGSSE GQ58.4 >
seed : 0
sequence length : short
< RNGSSE MT19937 >
seed : 0
< RNGSSE LSFR113 >
seed : 0
sequence length : short
< RNGSSE MRG32K3A >
seed : 0
< SMALLCRUSH >
------ o ------
* Statistics computed (330 stats from 220 tests):
-------------------------------------------------
Legend: [done/total/failed] Test, RNG : p-value
(eps means a value < 1.0e-300)
(eps1 means a value < 1.0e-15)
[1/220/0] Birthday Spacings, RNGSSE GM19 : pass
[2/220/0] Matrix Rank, RNGSSE GM19 : pass
[3/220/0] Collision, RNGSSE GM19 : pass
[4/220/0] Maximum-of-t, RNGSSE GM29 : pass
[4/220/0] Maximum-of-t Anderson-Darling : pass
[5/220/0] Birthday Spacings, RNGSSE GM29 : pass
[6/220/0] Simplified Poker, RNGSSE GM19 : pass
[7/220/0] Random Walk 1 Stat H, RNGSSE GM31 : pass
[7/220/0] Random Walk 1 Stat M : pass
[7/220/0] Random Walk 1 Stat J : pass
[7/220/0] Random Walk 1 Stat R : pass
[7/220/0] Random Walk 1 Stat C : pass
[8/220/0] Maximum-of-t, RNGSSE GM19 : pass
[8/220/0] Maximum-of-t Anderson-Darling : pass
[9/220/0] Collision, RNGSSE GM29 : pass
[10/220/0] Hamming Independence, RNGSSE GM19 : pass
[11/220/0] Simplified Poker, RNGSSE GM55 : pass
[12/220/0] Birthday Spacings, RNGSSE GM31 : pass
[13/220/0] Weight Distribution, RNGSSE GM29 : pass
[14/220/0] Weight Distribution, RNGSSE GM19 : pass
[15/220/0] Gap, RNGSSE GM19 : pass
[16/220/0] Coupon Collector, RNGSSE GM29 : pass
[17/220/0] Coupon Collector, RNGSSE GM19 : pass
[18/220/0] Gap, RNGSSE GM29 : pass
[19/220/0] Random Walk 1 Stat H, RNGSSE GM29 : pass
[19/220/0] Random Walk 1 Stat M : pass
[19/220/0] Random Walk 1 Stat J : pass
[19/220/0] Random Walk 1 Stat R : pass
[19/220/0] Random Walk 1 Stat C : pass
[20/220/0] Random Walk 1 Stat H, RNGSSE GM19 : pass
[20/220/0] Random Walk 1 Stat M : pass
[20/220/0] Random Walk 1 Stat J : pass
[20/220/0] Random Walk 1 Stat R : pass
[20/220/0] Random Walk 1 Stat C : pass
[21/220/0] Collision, RNGSSE GM31 : pass
[22/220/0] Simplified Poker, RNGSSE GM31 : pass
[23/220/0] Gap, RNGSSE GM31 : pass
[24/220/0] Hamming Independence, RNGSSE GM29 : pass
[25/220/0] Simplified Poker, RNGSSE GM29 : pass
[26/220/0] Hamming Independence, RNGSSE GQ58.1 : pass
[27/220/0] Maximum-of-t, RNGSSE GM31 : pass
[27/220/0] Maximum-of-t Anderson-Darling : pass
[28/220/0] Matrix Rank, RNGSSE GM29 : pass
[29/220/0] Random Walk 1 Stat H, RNGSSE GQ58.4 : pass
[29/220/0] Random Walk 1 Stat M : pass
[29/220/0] Random Walk 1 Stat J : pass
[29/220/0] Random Walk 1 Stat R : pass
[29/220/0] Random Walk 1 Stat C : pass
[30/220/0] Collision, RNGSSE GM55 : pass
[31/220/0] Weight Distribution, RNGSSE GM55 : pass
[32/220/0] Gap, RNGSSE GM55 : pass
[33/220/0] Hamming Independence, RNGSSE GM55 : pass
[34/220/0] Hamming Independence, RNGSSE GM31 : pass
[35/220/0] Coupon Collector, RNGSSE GM31 : pass
[36/220/0] Coupon Collector, MKL MCG311 : pass
[37/220/0] Weight Distribution, RNGSSE GM31 : pass
[38/220/0] Weight Distribution, MKL R250 : pass
[39/220/0] Matrix Rank, RNGSSE GM31 : pass
[40/220/0] Coupon Collector, RNGSSE GM61 : pass
[41/220/0] Hamming Independence, RNGSSE MT19937 : pass
[42/220/0] Matrix Rank, RNGSSE GM55 : pass
[43/220/0] Coupon Collector, RNGSSE GM55 : pass
[44/220/0] Collision, MKL MRG32K3A : pass
[45/220/0] Birthday Spacings, RNGSSE GM55 : pass
[46/220/0] Random Walk 1 Stat H, RNGSSE MT19937 : pass
[46/220/0] Random Walk 1 Stat M : pass
[46/220/0] Random Walk 1 Stat J : pass
[46/220/0] Random Walk 1 Stat R : pass
[46/220/0] Random Walk 1 Stat C : pass
[47/220/0] Random Walk 1 Stat H, RNGSSE GM55 : pass
[47/220/0] Random Walk 1 Stat M : pass
[47/220/0] Random Walk 1 Stat J : pass
[47/220/0] Random Walk 1 Stat R : pass
[47/220/0] Random Walk 1 Stat C : pass
[48/220/0] Maximum-of-t, RNGSSE GM55 : pass
[48/220/0] Maximum-of-t Anderson-Darling : pass
[49/220/0] Birthday Spacings, MKL WH : pass
[50/220/0] Simplified Poker, RNGSSE GM61 : pass
[51/220/0] Coupon Collector, RNGSSE LSFR113 : pass
[52/220/0] Birthday Spacings, RNGSSE GM61 : pass
[53/220/1] Random Walk 1 Stat H, RNGSSE GM61 : pass
[53/220/2] Random Walk 1 Stat M : fail, p-value = 0.000817428
[53/220/3] Random Walk 1 Stat J : pass
[53/220/4] Random Walk 1 Stat R : pass
[53/220/5] Random Walk 1 Stat C : pass
[54/220/0] Birthday Spacings, MKL MT19937 : pass
[55/220/0] Matrix Rank, RNGSSE MRG32K3A : pass
[56/220/1] Birthday Spacings, MKL MCG311 : fail, p-value = eps
[57/220/5] Matrix Rank, RNGSSE GM61 : pass
[58/220/5] Collision, RNGSSE GM61 : pass
[59/220/0] Birthday Spacings, RNGSSE GQ58.4 : pass
[60/220/0] Gap, MKL SFMT19937 : pass
[61/220/1] Weight Distribution, MKL MCG311 : pass
[62/220/0] Matrix Rank, RNGSSE GQ58.4 : pass
[63/220/1] Gap, MKL SOBOL : fail, p-value = eps
[64/220/1] Collision, MKL NIEDERR : fail, p-value = eps
[65/220/0] Weight Distribution, MKL MRG32K3A : pass
[66/220/0] Weight Distribution, RNGSSE MT19937 : pass
[67/220/0] Birthday Spacings, RNGSSE GQ58.1 : pass
[68/220/5] Maximum-of-t, RNGSSE GM61 : pass
[68/220/5] Maximum-of-t Anderson-Darling : pass
[69/220/0] Maximum-of-t, MKL MCG59 : pass
[69/220/0] Maximum-of-t Anderson-Darling : pass
[70/220/0] Simplified Poker, RNGSSE GQ58.1 : pass
[71/220/0] Gap, RNGSSE LSFR113 : pass
[72/220/0] Matrix Rank, RNGSSE GQ58.1 : pass
[73/220/0] Simplified Poker, RNGSSE LSFR113 : pass
[74/220/0] Birthday Spacings, RNGSSE MT19937 : pass
[75/220/0] Gap, MKL WH : pass
[76/220/0] Hamming Independence, RNGSSE LSFR113 : pass
[77/220/0] Gap, RNGSSE MT19937 : pass
[78/220/0] Random Walk 1 Stat H, RNGSSE GQ58.1 : pass
[78/220/0] Random Walk 1 Stat M : pass
[78/220/0] Random Walk 1 Stat J : pass
[78/220/0] Random Walk 1 Stat R : pass
[78/220/0] Random Walk 1 Stat C : pass
[79/220/0] Maximum-of-t, MKL WH : pass
[79/220/0] Maximum-of-t Anderson-Darling : pass
[80/220/0] Maximum-of-t, RNGSSE GQ58.1 : pass
[80/220/0] Maximum-of-t Anderson-Darling : pass
[81/220/0] Random Walk 1 Stat H, RNGSSE MRG32K3A : pass
[81/220/0] Random Walk 1 Stat M : pass
[81/220/0] Random Walk 1 Stat J : pass
[81/220/0] Random Walk 1 Stat R : pass
[81/220/0] Random Walk 1 Stat C : pass
[82/220/0] Matrix Rank, RNGSSE MT19937 : pass
[83/220/0] Matrix Rank, MKL WH : pass
[84/220/0] Collision, RNGSSE MRG32K3A : pass
[85/220/1] Gap, MKL R250 : fail, p-value = 3.98015e-13
[86/220/0] Coupon Collector, RNGSSE MRG32K3A : pass
[87/220/0] Coupon Collector, MKL MT19937 : pass
[88/220/5] Hamming Independence, RNGSSE GM61 : pass
[89/220/0] Hamming Independence, RNGSSE MRG32K3A : pass
[90/220/0] Gap, MKL MRG32K3A : pass
[91/220/1] Simplified Poker, MKL MCG311 : pass
[92/220/5] Gap, RNGSSE GM61 : pass
[93/220/0] Gap, RNGSSE GQ58.3 : pass
[94/220/2] Weight Distribution, MKL SOBOL : fail, p-value = eps
[95/220/0] Coupon Collector, MKL MRG32K3A : pass
[96/220/1] Maximum-of-t, MKL MCG311 : pass
[96/220/1] Maximum-of-t Anderson-Darling : pass
[97/220/1] Matrix Rank, MKL MCG311 : pass
[98/220/2] Coupon Collector, MKL NIEDERR : fail, p-value = eps
[99/220/0] Random Walk 1 Stat H, MKL MRG32K3A : pass
[99/220/0] Random Walk 1 Stat M : pass
[99/220/0] Random Walk 1 Stat J : pass
[99/220/0] Random Walk 1 Stat R : pass
[99/220/0] Random Walk 1 Stat C : pass
[100/220/1] Collision, MKL R250 : pass
[101/220/0] Hamming Independence, RNGSSE GQ58.3 : pass
[102/220/7] Random Walk 1 Stat H, MKL NIEDERR : fail, p-value = eps
[102/220/12] Random Walk 1 Stat M : fail, p-value = eps
[102/220/17] Random Walk 1 Stat J : fail, p-value = eps
[102/220/22] Random Walk 1 Stat R : fail, p-value = eps
[102/220/27] Random Walk 1 Stat C : fail, p-value = eps
[103/220/0] Coupon Collector, RNGSSE GQ58.1 : pass
[104/220/0] Weight Distribution, RNGSSE GQ58.1 : pass
[105/220/0] Matrix Rank, MKL MRG32K3A : pass
[106/220/0] Gap, MKL MCG59 : pass
[107/220/0] Collision, RNGSSE GQ58.3 : pass
[108/220/0] Hamming Independence, MKL MRG32K3A : pass
[109/220/0] Birthday Spacings, RNGSSE GQ58.3 : pass
[110/220/0] Simplified Poker, MKL MCG59 : pass
[111/220/0] Simplified Poker, RNGSSE GQ58.4 : pass
[112/220/1] Coupon Collector, MKL NONDETERM : fail, p-value = eps
[113/220/0] Maximum-of-t, RNGSSE GQ58.3 : pass
[113/220/0] Maximum-of-t Anderson-Darling : pass
[114/220/0] Coupon Collector, MKL MCG59 : pass
[115/220/0] Collision, MKL WH : pass
[116/220/0] Random Walk 1 Stat H, RNGSSE GQ58.3 : pass
[116/220/0] Random Walk 1 Stat M : pass
[116/220/0] Random Walk 1 Stat J : pass
[116/220/0] Random Walk 1 Stat R : pass
[116/220/0] Random Walk 1 Stat C : pass
[117/220/0] Coupon Collector, RNGSSE GQ58.4 : pass
[118/220/0] Coupon Collector, MKL WH : pass
[119/220/0] Simplified Poker, MKL WH : pass
[120/220/0] Hamming Independence, RNGSSE GQ58.4 : pass
[121/220/0] Birthday Spacings, RNGSSE LSFR113 : pass
[122/220/0] Maximum-of-t, RNGSSE GQ58.4 : pass
[122/220/0] Maximum-of-t Anderson-Darling : pass
[123/220/0] Collision, MKL MT19937 : pass
[124/220/0] Simplified Poker, RNGSSE MT19937 : pass
[125/220/0] Weight Distribution, MKL WH : pass
[126/220/0] Weight Distribution, RNGSSE LSFR113 : pass
[127/220/0] Gap, MKL MT19937 : pass
[128/220/0] Coupon Collector, RNGSSE MT19937 : pass
[129/220/0] Matrix Rank, RNGSSE LSFR113 : pass
[130/220/0] Matrix Rank, MKL MT19937 : pass
[131/220/0] Simplified Poker, RNGSSE MRG32K3A : pass
[132/220/0] Birthday Spacings, RNGSSE MRG32K3A : pass
[133/220/0] Weight Distribution, RNGSSE MRG32K3A : pass
[134/220/0] Weight Distribution, RNGSSE GQ58.4 : pass
[135/220/0] Hamming Independence, MKL WH : pass
[136/220/0] Matrix Rank, MKL MT2203 : pass
[137/220/1] Birthday Spacings, MKL R250 : pass
[138/220/1] Gap, MKL MCG311 : pass
[139/220/0] Maximum-of-t, RNGSSE MT19937 : pass
[139/220/0] Maximum-of-t Anderson-Darling : pass
[140/220/1] Coupon Collector, MKL R250 : pass
[141/220/0] Maximum-of-t, RNGSSE LSFR113 : pass
[141/220/0] Maximum-of-t Anderson-Darling : pass
[142/220/0] Weight Distribution, MKL MT19937 : pass
[143/220/0] Hamming Independence, MKL MT2203 : pass
[144/220/1] Maximum-of-t, MKL R250 : pass
[144/220/1] Maximum-of-t Anderson-Darling : pass
[145/220/1] Hamming Independence, MKL MCG311 : pass
[146/220/0] Gap, RNGSSE MRG32K3A : pass
[147/220/0] Coupon Collector, MKL SFMT19937 : pass
[148/220/1] Matrix Rank, MKL R250 : pass
[149/220/1] Random Walk 1 Stat H, MKL MCG311 : pass
[149/220/1] Random Walk 1 Stat M : pass
[149/220/1] Random Walk 1 Stat J : pass
[149/220/1] Random Walk 1 Stat R : pass
[149/220/1] Random Walk 1 Stat C : pass
[150/220/1] Collision, MKL MCG311 : pass
[151/220/0] Hamming Independence, MKL MT19937 : pass
[152/220/28] Birthday Spacings, MKL NIEDERR : fail, p-value = eps
[153/220/5] Weight Distribution, RNGSSE GM61 : pass
[154/220/0] Weight Distribution, MKL SFMT19937 : pass
[155/220/1] Hamming Independence, MKL R250 : pass
[156/220/0] Birthday Spacings, MKL MRG32K3A : pass
[157/220/0] Matrix Rank, MKL MCG59 : pass
[158/220/0] Gap, MKL MT2203 : pass
[159/220/29] Weight Distribution, MKL NIEDERR : fail, p-value = eps
[160/220/0] Collision, RNGSSE GQ58.1 : pass
[161/220/31] Maximum-of-t, MKL NIEDERR : fail, p-value = eps
[161/220/33] Maximum-of-t Anderson-Darling : fail, p-value = 1 - eps1
[162/220/1] Random Walk 1 Stat H, MKL R250 : pass
[162/220/1] Random Walk 1 Stat M : pass
[162/220/1] Random Walk 1 Stat J : pass
[162/220/1] Random Walk 1 Stat R : pass
[162/220/1] Random Walk 1 Stat C : pass
[163/220/0] Random Walk 1 Stat H, MKL MT19937 : pass
[163/220/0] Random Walk 1 Stat M : pass
[163/220/0] Random Walk 1 Stat J : pass
[163/220/0] Random Walk 1 Stat R : pass
[163/220/0] Random Walk 1 Stat C : pass
[164/220/34] Matrix Rank, MKL NIEDERR : fail, p-value = eps
[165/220/0] Simplified Poker, MKL MRG32K3A : pass
[166/220/0] Coupon Collector, MKL MT2203 : pass
[167/220/0] Birthday Spacings, MKL MT2203 : pass
[168/220/35] Hamming Independence, MKL NIEDERR : fail, p-value = eps
[169/220/2] Simplified Poker, MKL NONDETERM : fail, p-value = eps
[170/220/0] Maximum-of-t, MKL MRG32K3A : pass
[170/220/0] Maximum-of-t Anderson-Darling : pass
[171/220/0] Random Walk 1 Stat H, MKL MT2203 : pass
[171/220/0] Random Walk 1 Stat M : pass
[171/220/0] Random Walk 1 Stat J : pass
[171/220/0] Random Walk 1 Stat R : pass
[171/220/0] Random Walk 1 Stat C : pass
[172/220/0] Birthday Spacings, MKL SFMT19937 : pass
[173/220/0] Simplified Poker, MKL MT19937 : pass
[174/220/0] Collision, MKL SFMT19937 : pass
[175/220/0] Maximum-of-t, MKL SFMT19937 : pass
[175/220/0] Maximum-of-t Anderson-Darling : pass
[176/220/0] Maximum-of-t, MKL MT19937 : pass
[176/220/0] Maximum-of-t Anderson-Darling : pass
[177/220/0] Hamming Independence, MKL SFMT19937 : pass
[178/220/3] Birthday Spacings, MKL SOBOL : fail, p-value = eps
[179/220/3] Weight Distribution, MKL NONDETERM : fail, p-value = eps
[180/220/0] Simplified Poker, MKL MT2203 : pass
[181/220/4] Gap, MKL NONDETERM : fail, p-value = eps
[182/220/1] Maximum-of-t, MKL MT2203 : fail, p-value = 0.000243569
[182/220/2] Maximum-of-t Anderson-Darling : pass
[183/220/5] Matrix Rank, MKL NONDETERM : fail, p-value = eps
[184/220/4] Coupon Collector, MKL SOBOL : fail, p-value = eps
[185/220/0] Gap, RNGSSE GQ58.1 : pass
[186/220/2] Weight Distribution, MKL MT2203 : pass
[187/220/10] Random Walk 1 Stat H, MKL NONDETERM : fail, p-value = eps
[187/220/15] Random Walk 1 Stat M : fail, p-value = eps
[187/220/20] Random Walk 1 Stat J : fail, p-value = eps
[187/220/25] Random Walk 1 Stat R : fail, p-value = eps
[187/220/30] Random Walk 1 Stat C : fail, p-value = eps
[188/220/6] Maximum-of-t, MKL SOBOL : fail, p-value = eps
[188/220/8] Maximum-of-t Anderson-Darling : fail, p-value = 1 - eps1
[189/220/0] Random Walk 1 Stat H, MKL SFMT19937 : pass
[189/220/0] Random Walk 1 Stat M : pass
[189/220/0] Random Walk 1 Stat J : pass
[189/220/0] Random Walk 1 Stat R : pass
[189/220/0] Random Walk 1 Stat C : pass
[190/220/31] Collision, MKL NONDETERM : fail, p-value = eps
[191/220/0] Simplified Poker, RNGSSE GQ58.3 : pass
[192/220/33] Maximum-of-t, MKL NONDETERM : fail, p-value = eps
[192/220/35] Maximum-of-t Anderson-Darling : fail, p-value = 1 - eps1
[193/220/9] Simplified Poker, MKL SOBOL : fail, p-value = eps
[194/220/10] Matrix Rank, MKL SOBOL : fail, p-value = eps
[195/220/0] Coupon Collector, RNGSSE GQ58.3 : pass
[196/220/11] Hamming Independence, MKL SOBOL : fail, p-value = eps
[197/220/16] Random Walk 1 Stat H, MKL SOBOL : fail, p-value = eps
[197/220/21] Random Walk 1 Stat M : fail, p-value = eps
[197/220/26] Random Walk 1 Stat J : fail, p-value = eps
[197/220/31] Random Walk 1 Stat R : fail, p-value = eps
[197/220/36] Random Walk 1 Stat C : fail, p-value = eps
[198/220/36] Gap, MKL NIEDERR : fail, p-value = eps
[199/220/37] Simplified Poker, MKL NIEDERR : fail, p-value = eps
[200/220/36] Birthday Spacings, MKL NONDETERM : fail, p-value = eps
[201/220/0] Weight Distribution, RNGSSE GQ58.3 : pass
[202/220/0] Matrix Rank, RNGSSE GQ58.3 : pass
[203/220/37] Hamming Independence, MKL NONDETERM : fail, p-value = eps
[204/220/0] Collision, RNGSSE GQ58.4 : pass
[205/220/0] Gap, RNGSSE GQ58.4 : pass
[206/220/0] Collision, RNGSSE MT19937 : pass
[207/220/0] Collision, RNGSSE LSFR113 : pass
[208/220/0] Random Walk 1 Stat H, RNGSSE LSFR113 : pass
[208/220/0] Random Walk 1 Stat M : pass
[208/220/0] Random Walk 1 Stat J : pass
[208/220/0] Random Walk 1 Stat R : pass
[208/220/0] Random Walk 1 Stat C : pass
[209/220/0] Maximum-of-t, RNGSSE MRG32K3A : pass
[209/220/0] Maximum-of-t Anderson-Darling : pass
[210/220/1] Simplified Poker, MKL R250 : pass
[211/220/1] Birthday Spacings, MKL MCG59 : fail, p-value = eps
[212/220/1] Collision, MKL MCG59 : pass
[213/220/1] Weight Distribution, MKL MCG59 : pass
[214/220/1] Hamming Independence, MKL MCG59 : pass
[215/220/1] Random Walk 1 Stat H, MKL MCG59 : pass
[215/220/1] Random Walk 1 Stat M : pass
[215/220/1] Random Walk 1 Stat J : pass
[215/220/1] Random Walk 1 Stat R : pass
[215/220/1] Random Walk 1 Stat C : pass
[216/220/0] Random Walk 1 Stat H, MKL WH : pass
[216/220/0] Random Walk 1 Stat M : pass
[216/220/0] Random Walk 1 Stat J : pass
[216/220/0] Random Walk 1 Stat R : pass
[216/220/0] Random Walk 1 Stat C : pass
[217/220/2] Collision, MKL MT2203 : pass
[218/220/0] Simplified Poker, MKL SFMT19937 : pass
[219/220/0] Matrix Rank, MKL SFMT19937 : pass
[220/220/37] Collision, MKL SOBOL : fail, p-value = eps
* Failed statistics (50/330):
-----------------------------
The following tests gave p-values outside [0.001, 0.999]
List groupped by RNG, in the order given in the input file
Legend: Test, RNG : p-value
(eps means a value < 1.0e-300)
(eps1 means a value < 1.0e-15)
Random Walk 1 Stat M, RNGSSE GM61 : fail, p-value = 0.000817428
Birthday Spacings, MKL MCG311 : fail, p-value = eps
Gap, MKL SOBOL : fail, p-value = eps
Collision, MKL NIEDERR : fail, p-value = eps
Gap, MKL R250 : fail, p-value = 3.98015e-13
Weight Distribution, MKL SOBOL : fail, p-value = eps
Coupon Collector, MKL NIEDERR : fail, p-value = eps
Random Walk 1 Stat H : fail, p-value = eps
Random Walk 1 Stat M : fail, p-value = eps
Random Walk 1 Stat J : fail, p-value = eps
Random Walk 1 Stat R : fail, p-value = eps
Random Walk 1 Stat C : fail, p-value = eps
Coupon Collector, MKL NONDETERM : fail, p-value = eps
Birthday Spacings, MKL NIEDERR : fail, p-value = eps
Weight Distribution : fail, p-value = eps
Maximum-of-t : fail, p-value = eps
Maximum-of-t Anderson-Darling : fail, p-value = 1 - eps1
Matrix Rank : fail, p-value = eps
Hamming Independence : fail, p-value = eps
Simplified Poker, MKL NONDETERM : fail, p-value = eps
Birthday Spacings, MKL SOBOL : fail, p-value = eps
Weight Distribution, MKL NONDETERM : fail, p-value = eps
Gap : fail, p-value = eps
Maximum-of-t, MKL MT2203 : fail, p-value = 0.000243569
Matrix Rank, MKL NONDETERM : fail, p-value = eps
Coupon Collector, MKL SOBOL : fail, p-value = eps
Random Walk 1 Stat H, MKL NONDETERM : fail, p-value = eps
Random Walk 1 Stat M : fail, p-value = eps
Random Walk 1 Stat J : fail, p-value = eps
Random Walk 1 Stat R : fail, p-value = eps
Random Walk 1 Stat C : fail, p-value = eps
Maximum-of-t, MKL SOBOL : fail, p-value = eps
Maximum-of-t Anderson-Darling : fail, p-value = 1 - eps1
Collision, MKL NONDETERM : fail, p-value = eps
Maximum-of-t : fail, p-value = eps
Maximum-of-t Anderson-Darling : fail, p-value = 1 - eps1
Simplified Poker, MKL SOBOL : fail, p-value = eps
Matrix Rank : fail, p-value = eps
Hamming Independence : fail, p-value = eps
Random Walk 1 Stat H : fail, p-value = eps
Random Walk 1 Stat M : fail, p-value = eps
Random Walk 1 Stat J : fail, p-value = eps
Random Walk 1 Stat R : fail, p-value = eps
Random Walk 1 Stat C : fail, p-value = eps
Gap, MKL NIEDERR : fail, p-value = eps
Simplified Poker : fail, p-value = eps
Birthday Spacings, MKL NONDETERM : fail, p-value = eps
Hamming Independence : fail, p-value = eps
Birthday Spacings, MKL MCG59 : fail, p-value = eps
Collision, MKL SOBOL : fail, p-value = eps
* Generator cost:
-----------------
Measured times in seconds in increasing order (low is good)
RNGSSE LSFR113 : 13.1791 (1x)
RNGSSE MT19937 : 13.8989 (1.05x)
RNGSSE MRG32K3A : 15.3292 (1.16x)
MKL NIEDERR : 15.7153 (1.19x)
MKL MCG311 : 17.635 (1.34x)
MKL MCG59 : 18.1942 (1.38x)
MKL R250 : 18.224 (1.38x)
MKL SOBOL : 19.5393 (1.48x)
MKL MT19937 : 20.2027 (1.53x)
MKL MT2203 : 20.2551 (1.54x)
MKL SFMT19937 : 20.6292 (1.57x)
MKL MRG32K3A : 21.6722 (1.64x)
MKL NONDETERM : 24.9503 (1.89x)
MKL WH : 25.8128 (1.96x)
RNGSSE GM55 : 27.3669 (2.08x)
RNGSSE GQ58.4 : 30.3263 (2.3x)
RNGSSE GQ58.3 : 34.6031 (2.63x)
RNGSSE GM31 : 41.7149 (3.17x)
RNGSSE GM29 : 44.3246 (3.36x)
RNGSSE GM19 : 49.4592 (3.75x)
RNGSSE GQ58.1 : 58.3996 (4.43x)
RNGSSE GM61 : 112.715 (8.55x)
* Generator quality:
--------------------
Number of failed tests in increasing order (low is good)
MKL MRG32K3A : 0
MKL MT19937 : 0
MKL SFMT19937 : 0
MKL WH : 0
RNGSSE GM19 : 0
RNGSSE GM29 : 0
RNGSSE GM31 : 0
RNGSSE GM55 : 0
RNGSSE GQ58.1 : 0
RNGSSE GQ58.3 : 0
RNGSSE GQ58.4 : 0
RNGSSE LSFR113 : 0
RNGSSE MRG32K3A : 0
RNGSSE MT19937 : 0
MKL MCG311 : 1
MKL MCG59 : 1
MKL R250 : 1
MKL MT2203 : 2
RNGSSE GM61 : 5
MKL SOBOL : 37
MKL NIEDERR : 37
MKL NONDETERM : 37
* Timers (h:m:s):
-----------------
Migration of global-scope data : 0:0:0
Total runtime : 0:2:15
[Partition 0][Node 0] End of program