Linux 4.14-rc1 vs. Linux 4.13 Kernel Benchmarks

Intel Core i7-7740K testing with a ASUS PRIME X299-A and Sapphire AMD Radeon 4096MB on Ubuntu 17.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1709186-TY-LINUX414R23
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Linux 4.13
September 18 2017
 
Linux 4.14-rc1
September 17 2017
 
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Linux 4.14-rc1 vs. Linux 4.13 Kernel BenchmarksOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-7740K @ 4.50GHz (8 Cores)ASUS PRIME X299-AIntel Intel Kaby Lake16384MB525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GBSapphire AMD Radeon 4096MBRealtek ALC1220Acer B286HKIntel ConnectionUbuntu 17.044.13.0-041300-generic (x86_64)4.14.0-041400rc1-generic (x86_64) 20170916Unity 7.5.0X Server 1.19.3modesetting 1.19.34.5 Mesa 17.3.0-devel- padoka PPA (LLVM 6.0.0)1.0.42GCC 6.3.0 20170406ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionLinux 4.14-rc1 Vs. Linux 4.13 Kernel Benchmarks PerformanceSystem Logs- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic -v - NONE / data=ordered,errors=remount-ro,relatime,rw- Scaling Governor: intel_pstate powersave- Python 2.7.13.

Linux 4.13 vs. Linux 4.14-rc1 ComparisonPhoronix Test SuiteBaseline+127.4%+127.4%+254.8%+254.8%+382.2%+382.2%509.5%235%203.4%181.6%29.2%25.8%25.7%10.8%9.6%9%8.8%7.4%6.5%5.2%4%3.8%3.1%2.7%2.7%2.3%5.F.1.S.4.TWrite1.F.1.S4.F.3.S.D.1.SRead65.2%CompileLPOP12G-Ptrans17.2%D.L.M.FS.M.MInitial CreateSeq Write - Libaio - No - Yes - 4KBBMW27 - CPU-OnlyP.P.SOn-Disk - Normal Load - Read WriteG-Ffte5.1%Rand Read - Libaio - No - Yes - 4KB5%F.F.TCompositeBuffer Test - Normal Load - Read Write3.4%Monte Carlo3.3%O.M.GtanhEP-STREAM TriadS.W.P.S2.2%FS-MarkBlogBenchFS-MarkFS-MarkBlogBenchCompile BenchRedisDbenchHPC ChallengeSciMarkSciMarkCompile BenchFlexible IO TesterBlenderHimeno BenchmarkPostgreSQL pgbenchHPC ChallengeFlexible IO TesterSciMarkSciMarkPostgreSQL pgbenchSciMarkParboilebizzyglibc benchHPC ChallengeApache BenchmarkLinux 4.13Linux 4.14-rc1

Linux 4.14-rc1 vs. Linux 4.13 Kernel Benchmarksfs-mark: 1000 Files, 1MB Sizefs-mark: 5000 Files, 1MB Size, 4 Threadsfs-mark: 4000 Files, 32 Sub Dirs, 1MB Sizefs-mark: 1000 Files, 1MB Size, No Sync/FSyncblogbench: Readblogbench: Writettsiod-renderer: Phong Rendering With Soft-Shadow Mappinghpcc: G-Ptranshpcc: EP-STREAM Triadhpcc: G-HPLhpcc: G-Fftehpcc: EP-DGEMMhpcc: G-Rand Accessxsbench: fio: Rand Read - Libaio - No - Yes - 4KB - Default Test Directoryfio: Seq Read - Libaio - No - Yes - 4KB - Default Test Directoryfio: Seq Write - Libaio - No - Yes - 4KB - Default Test Directorydbench: 12compilebench: Compilecompilebench: Initial Createcompilebench: Read Compiled Treeramspeed: Add - Integerramspeed: Copy - Integerramspeed: Scale - Integerramspeed: Triad - Integerramspeed: Average - Integerramspeed: Add - Floating Pointramspeed: Copy - Floating Pointramspeed: Scale - Floating Pointramspeed: Triad - Floating Pointramspeed: Average - Floating Pointlzbench: XZ 0 - Compressionlzbench: Zstd 1 - Compressionlzbench: Brotli 0 - Compressionlzbench: Libdeflate 1 - Compressionfftw: Stock - 2D FFT Size 4096fftw: Float + SSE - 2D FFT Size 4096scimark2: Compositescimark2: Monte Carloscimark2: Fast Fourier Transformscimark2: Sparse Matrix Multiplyscimark2: Dense LU Matrix Factorizationscimark2: Jacobi Successive Over-Relaxationhimeno: Poisson Pressure Solverjohn-the-ripper: Blowfishebizzy: redis: LPOPredis: SADDredis: LPUSHredis: GETredis: SETapache: Static Web Page Servingopenssl: RSA 4096-bit Performanceclomp: Static OMP Speedupnpb: BT.Anpb: EP.Cnpb: FT.Anpb: FT.Bnpb: LU.Anpb: LU.Cnpb: SP.Apgbench: On-Disk - Normal Load - Read Writepgbench: Mostly RAM - Normal Load - Read Writepgbench: Buffer Test - Normal Load - Read Writelammps: Rhodopsin Proteinglibc-bench: ffsglibc-bench: sqrtglibc-bench: tanhglibc-bench: ffsllglibc-bench: pthread_onceparboil: OpenMP LBMparboil: OpenMP CUTCPparboil: OpenMP Stencilparboil: OpenMP MRI Griddingrodinia: OpenMP LavaMDrodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusterhmmer: Pfam Database Searchmrbayes: Primate Phylogeny Analysisbuild-llvm: Time To Compilec-ray: Total Timecompress-pbzip2: 256MB File Compressionencode-flac: WAV To FLACencode-mp3: WAV To MP3ffmpeg: H.264 HD To NTSC DVrbenchmark: blender: BMW27 - CPU-Onlyscikit-learn: Linux 4.13Linux 4.14-rc137.8248.1340.553495.2310322538195231.771.367403.974327.898851.086348.591090.004611477614817.141105.73856.42284.85947.53599.663987.2626085.5323743.3823562.2126048.1524903.1826127.9623844.8423714.4326104.4624915.57404134732376522.8725978682.64152.88240.48741.26951.681275.552752.4792192889122405074.252433099.672257359.332899052.002179703.1752143.91850.274.343910.14410.296560.027087.0516054.108979.743384.831062.301351.101756.4327.245.7615.8551.675.816.74142.809.8923.6130.85144.7738.2522.576.50195.41576.5316.147.214.428.474.860.3522495.3357.14114.73293.33114.173470.3362498327454232.041.167114.067257.875031.033308.557610.004641476250778.321109.13932.12358.191224.64653.413947.6026117.5223663.8823916.2425936.7824797.9926046.6123781.5223695.3126108.5524941.26404094722396595.0726081708.50148.01250.04812.411054.401277.632931.1592162968453025035.582406154.582243907.582895838.922153626.1551013.33850.004.363917.52404.916496.477000.9815983.558811.173369.441117.241369.381698.0527.475.8515.8550.325.766.70143.059.8623.2429.93145.9938.2922.656.52196.34578.3516.147.254.408.414.850.3485461.0756.87OpenBenchmarking.org

FS-Mark

FS_Mark is designed to test a system's file-system performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 1000 Files, 1MB SizeLinux 4.13Linux 4.14-rc1306090120150SE +/- 1.69, N = 6SE +/- 0.03, N = 337.82114.731. (CC) gcc options: -static

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 5000 Files, 1MB Size, 4 ThreadsLinux 4.13Linux 4.14-rc160120180240300SE +/- 0.48, N = 3SE +/- 1.27, N = 348.13293.331. (CC) gcc options: -static

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 4000 Files, 32 Sub Dirs, 1MB SizeLinux 4.13Linux 4.14-rc1306090120150SE +/- 0.66, N = 4SE +/- 0.27, N = 340.55114.171. (CC) gcc options: -static

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 1000 Files, 1MB Size, No Sync/FSyncLinux 4.13Linux 4.14-rc17001400210028003500SE +/- 6.95, N = 3SE +/- 9.20, N = 33495.233470.331. (CC) gcc options: -static

BlogBench

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.0Test: ReadLinux 4.13Linux 4.14-rc1200K400K600K800K1000KSE +/- 129914.13, N = 6SE +/- 9243.66, N = 610322536249831. (CC) gcc options: -O2 -pthread

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.0Test: WriteLinux 4.13Linux 4.14-rc16K12K18K24K30KSE +/- 53.38, N = 3SE +/- 802.60, N = 38195274541. (CC) gcc options: -O2 -pthread

TTSIOD 3D Renderer

A portable GPL 3D software renderer that supports OpenMP and Intel Threading Building Blocks with many different rendering modes. This version does not use OpenGL but is entirely CPU/software based. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3aPhong Rendering With Soft-Shadow MappingLinux 4.13Linux 4.14-rc150100150200250SE +/- 0.18, N = 3SE +/- 0.23, N = 3231.77232.041. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -lstdc++

HPC Challenge

OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-PtransLinux 4.13Linux 4.14-rc10.30770.61540.92311.23081.5385SE +/- 0.19424, N = 3SE +/- 0.20800, N = 31.367401.167111. (CC) gcc options: -lblas -lm -lmpich2. BLAS + mpicc for MPICH version 3.2

OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: EP-STREAM TriadLinux 4.13Linux 4.14-rc10.91511.83022.74533.66044.5755SE +/- 0.03483, N = 3SE +/- 0.09905, N = 33.974324.067251. (CC) gcc options: -lblas -lm -lmpich2. BLAS + mpicc for MPICH version 3.2

OpenBenchmarking.orgGFLOP/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-FfteLinux 4.13Linux 4.14-rc10.24440.48880.73320.97761.222SE +/- 0.02479, N = 3SE +/- 0.03166, N = 31.086341.033301. (CC) gcc options: -lblas -lm -lmpich2. BLAS + mpicc for MPICH version 3.2

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: G-HPLLinux 4.13Linux 4.14-rc1246810SE +/- 0.00256, N = 3SE +/- 0.00794, N = 37.898857.875031. (CC) gcc options: -lblas -lm -lmpich2. BLAS + mpicc for MPICH version 3.2

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: G-FfteLinux 4.13Linux 4.14-rc10.24440.48880.73320.97761.222SE +/- 0.02479, N = 3SE +/- 0.03166, N = 31.086341.033301. (CC) gcc options: -lblas -lm -lmpich2. BLAS + mpicc for MPICH version 3.2

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: EP-DGEMMLinux 4.13Linux 4.14-rc1246810SE +/- 0.01156, N = 3SE +/- 0.01101, N = 38.591098.557611. (CC) gcc options: -lblas -lm -lmpich2. BLAS + mpicc for MPICH version 3.2

OpenBenchmarking.orgGUP/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-Random AccessLinux 4.13Linux 4.14-rc10.0010.0020.0030.0040.005SE +/- 0.00001, N = 3SE +/- 0.00004, N = 30.004610.004641. (CC) gcc options: -lblas -lm -lmpich2. BLAS + mpicc for MPICH version 3.2

Flexible IO Tester

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 2.1.13Type: Random Read - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 4.13Linux 4.14-rc140K80K120K160K200KSE +/- 2.00, N = 3SE +/- 66.58, N = 32042801945761. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -libverbs -lrt -laio -lz -lm -lpthread -ldl

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 2.1.13Type: Sequential Read - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 4.13Linux 4.14-rc160K120K180K240K300KSE +/- 132.69, N = 3SE +/- 266.88, N = 32831052839181. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -libverbs -lrt -laio -lz -lm -lpthread -ldl

OpenBenchmarking.orgIOPS, More Is BetterFlexible IO Tester 2.1.13Type: Sequential Write - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 4.13Linux 4.14-rc150K100K150K200K250KSE +/- 12828.09, N = 6SE +/- 301.56, N = 32141012330271. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -libverbs -lrt -laio -lz -lm -lpthread -ldl

Xsbench

XSBench is a mini-app representing a key computational kernel of the Monte Carlo neutronics application OpenMC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLookups/s, More Is BetterXsbench 2017-07-06Linux 4.13Linux 4.14-rc1300K600K900K1200K1500KSE +/- 1030.14, N = 3SE +/- 108.29, N = 3147761414762501. (CC) gcc options: -std=gnu99 -fopenmp -O3 -lm

Flexible IO Tester

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Random Read - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 4.13Linux 4.14-rc12004006008001000SE +/- 0.01, N = 3SE +/- 0.27, N = 3817.14778.321. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -libverbs -lrt -laio -lz -lm -lpthread -ldl

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Sequential Read - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 4.13Linux 4.14-rc12004006008001000SE +/- 0.83, N = 3SE +/- 1.05, N = 31105.731109.131. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -libverbs -lrt -laio -lz -lm -lpthread -ldl

OpenBenchmarking.orgMB/s, More Is BetterFlexible IO Tester 2.1.13Type: Sequential Write - IO Engine: Libaio - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test DirectoryLinux 4.13Linux 4.14-rc12004006008001000SE +/- 51.31, N = 6SE +/- 1.21, N = 3856.42932.121. (CC) gcc options: -rdynamic -std=gnu99 -O3 -ffast-math -include -lnuma -libverbs -lrt -laio -lz -lm -lpthread -ldl

Dbench

Dbench is a benchmark designed by the Samba project as a free alternative to netbench, but dbench contains only file-system calls for testing the disk performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterDbench 4.0Client Count: 12Linux 4.13Linux 4.14-rc180160240320400SE +/- 1.62, N = 3SE +/- 0.39, N = 3284.85358.191. (CC) gcc options: -lpopt -O2

Compile Bench

Compilebench tries to age a filesystem by simulating some of the disk IO common in creating, compiling, patching, stating and reading kernel trees. It indirectly measures how well filesystems can maintain directory locality as the disk fills up and directories age. This current test is setup to use the makej mode with 10 initial directories Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: CompileLinux 4.13Linux 4.14-rc130060090012001500SE +/- 10.07, N = 3SE +/- 14.30, N = 3947.531224.64

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Initial CreateLinux 4.13Linux 4.14-rc1140280420560700SE +/- 8.97, N = 3SE +/- 9.99, N = 3599.66653.41

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Read Compiled TreeLinux 4.13Linux 4.14-rc19001800270036004500SE +/- 32.93, N = 3SE +/- 38.01, N = 33987.263947.60

RAMspeed SMP

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: IntegerLinux 4.13Linux 4.14-rc16K12K18K24K30K26085.5326117.521. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: IntegerLinux 4.13Linux 4.14-rc15K10K15K20K25K23743.3823663.881. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: IntegerLinux 4.13Linux 4.14-rc15K10K15K20K25K23562.2123916.241. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: IntegerLinux 4.13Linux 4.14-rc16K12K18K24K30K26048.1525936.781. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: IntegerLinux 4.13Linux 4.14-rc15K10K15K20K25K24903.1824797.991. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Floating PointLinux 4.13Linux 4.14-rc16K12K18K24K30K26127.9626046.611. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Floating PointLinux 4.13Linux 4.14-rc15K10K15K20K25K23844.8423781.521. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Floating PointLinux 4.13Linux 4.14-rc15K10K15K20K25K23714.4323695.311. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: Floating PointLinux 4.13Linux 4.14-rc16K12K18K24K30K26104.4626108.551. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Floating PointLinux 4.13Linux 4.14-rc15K10K15K20K25K24915.5724941.261. (CC) gcc options: -O3 -march=native

lzbench

lzbench is an in-memory benchmark of various compressors. The file used for compression is a Linux kernel source tree tarball. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is Betterlzbench 2017-08-08Test: XZ 0 - Process: CompressionLinux 4.13Linux 4.14-rc191827364540401. (CXX) g++ options: -lrt -static -lpthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 2017-08-08Test: XZ 0 - Process: DecompressionLinux 4.13Linux 4.14-rc13060901201501121121. (CXX) g++ options: -lrt -static -lpthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 2017-08-08Test: Zstd 1 - Process: CompressionLinux 4.13Linux 4.14-rc190180270360450SE +/- 1.00, N = 3SE +/- 1.33, N = 34134091. (CXX) g++ options: -lrt -static -lpthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 2017-08-08Test: Zstd 1 - Process: DecompressionLinux 4.13Linux 4.14-rc130060090012001500SE +/- 1.15, N = 3118611871. (CXX) g++ options: -lrt -static -lpthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 2017-08-08Test: Brotli 0 - Process: CompressionLinux 4.13Linux 4.14-rc1100200300400500SE +/- 0.58, N = 3SE +/- 2.73, N = 34734721. (CXX) g++ options: -lrt -static -lpthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 2017-08-08Test: Brotli 0 - Process: DecompressionLinux 4.13Linux 4.14-rc1130260390520650SE +/- 1.45, N = 36106121. (CXX) g++ options: -lrt -static -lpthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 2017-08-08Test: Libdeflate 1 - Process: CompressionLinux 4.13Linux 4.14-rc150100150200250SE +/- 1.45, N = 3SE +/- 1.00, N = 32372391. (CXX) g++ options: -lrt -static -lpthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 2017-08-08Test: Libdeflate 1 - Process: DecompressionLinux 4.13Linux 4.14-rc130060090012001500SE +/- 1.00, N = 3124412441. (CXX) g++ options: -lrt -static -lpthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 2D FFT Size 4096Linux 4.13Linux 4.14-rc114002800420056007000SE +/- 8.54, N = 3SE +/- 2.19, N = 36522.876595.071. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 4096Linux 4.13Linux 4.14-rc16K12K18K24K30KSE +/- 199.75, N = 3SE +/- 402.54, N = 425978260811. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

SciMark

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: CompositeLinux 4.13Linux 4.14-rc1150300450600750SE +/- 13.06, N = 8SE +/- 11.44, N = 4682.64708.501. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Monte CarloLinux 4.13Linux 4.14-rc1306090120150SE +/- 0.56, N = 4SE +/- 5.48, N = 4152.88148.011. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier TransformLinux 4.13Linux 4.14-rc150100150200250SE +/- 0.38, N = 4SE +/- 0.32, N = 4240.48250.041. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix MultiplyLinux 4.13Linux 4.14-rc12004006008001000SE +/- 45.45, N = 4SE +/- 0.27, N = 4741.26812.411. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix FactorizationLinux 4.13Linux 4.14-rc12004006008001000SE +/- 37.74, N = 4SE +/- 61.39, N = 4951.681054.401. (CC) gcc options: -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Jacobi Successive Over-RelaxationLinux 4.13Linux 4.14-rc130060090012001500SE +/- 5.18, N = 4SE +/- 7.48, N = 41275.551277.631. (CC) gcc options: -lm

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverLinux 4.13Linux 4.14-rc16001200180024003000SE +/- 2.11, N = 3SE +/- 42.21, N = 32752.472931.151. (CC) gcc options: -O3 -mavx2

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.8.0Test: BlowfishLinux 4.13Linux 4.14-rc12K4K6K8K10KSE +/- 6.00, N = 3SE +/- 5.20, N = 3921992161. (CC) gcc options: -fopenmp -lcrypt

ebizzy

This is a test of ebizzy, a program to generate workloads resembling web server workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRecords/s, More Is Betterebizzy 0.3Linux 4.13Linux 4.14-rc160K120K180K240K300KSE +/- 4208.97, N = 5SE +/- 4349.78, N = 62889122968451. (CC) gcc options: -pthread -lpthread -O3 -march=native

Redis

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 3.0.1Test: LPOPLinux 4.13Linux 4.14-rc1600K1200K1800K2400K3000KSE +/- 38371.43, N = 3SE +/- 78903.97, N = 62405074.253025035.581. (CC) gcc options: -ggdb -rdynamic -lm -pthread

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 3.0.1Test: SADDLinux 4.13Linux 4.14-rc1500K1000K1500K2000K2500KSE +/- 3417.92, N = 3SE +/- 21317.27, N = 32433099.672406154.581. (CC) gcc options: -ggdb -rdynamic -lm -pthread

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 3.0.1Test: LPUSHLinux 4.13Linux 4.14-rc1500K1000K1500K2000K2500KSE +/- 5107.08, N = 3SE +/- 9379.40, N = 32257359.332243907.581. (CC) gcc options: -ggdb -rdynamic -lm -pthread

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 3.0.1Test: GETLinux 4.13Linux 4.14-rc1600K1200K1800K2400K3000KSE +/- 26901.68, N = 3SE +/- 11137.83, N = 32899052.002895838.921. (CC) gcc options: -ggdb -rdynamic -lm -pthread

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 3.0.1Test: SETLinux 4.13Linux 4.14-rc1500K1000K1500K2000K2500KSE +/- 32377.38, N = 5SE +/- 33614.06, N = 52179703.172153626.151. (CC) gcc options: -ggdb -rdynamic -lm -pthread

Apache Benchmark

This is a test of ab, which is the Apache benchmark program. This test profile measures how many requests per second a given system can sustain when carrying out 1,000,000 requests with 100 requests being carried out concurrently. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache Benchmark 2.4.7Static Web Page ServingLinux 4.13Linux 4.14-rc111K22K33K44K55KSE +/- 193.46, N = 3SE +/- 124.48, N = 352143.9151013.331. (CC) gcc options: -shared -fPIC -O2 -pthread

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test measures the RSA 4096-bit performance of OpenSSL. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.0.1gRSA 4096-bit PerformanceLinux 4.13Linux 4.14-rc12004006008001000SE +/- 0.15, N = 3SE +/- 0.17, N = 3850.27850.001. (CC) gcc options: -m64 -O3 -lssl -lcrypto -ldl

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 3.3Static OMP SpeedupLinux 4.13Linux 4.14-rc10.9811.9622.9433.9244.905SE +/- 0.03, N = 5SE +/- 0.04, N = 54.344.361. (CC) gcc options: --openmp -O3 -lm

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: BT.ALinux 4.13Linux 4.14-rc18001600240032004000SE +/- 3.41, N = 3SE +/- 1.33, N = 33910.143917.521. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.0.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: EP.CLinux 4.13Linux 4.14-rc190180270360450SE +/- 0.34, N = 3SE +/- 4.90, N = 3410.29404.911. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.0.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: FT.ALinux 4.13Linux 4.14-rc114002800420056007000SE +/- 20.12, N = 3SE +/- 9.42, N = 36560.026496.471. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.0.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: FT.BLinux 4.13Linux 4.14-rc115003000450060007500SE +/- 34.69, N = 3SE +/- 15.36, N = 37087.057000.981. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.0.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: LU.ALinux 4.13Linux 4.14-rc13K6K9K12K15KSE +/- 32.36, N = 3SE +/- 45.80, N = 316054.1015983.551. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.0.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: LU.CLinux 4.13Linux 4.14-rc12K4K6K8K10KSE +/- 12.18, N = 3SE +/- 14.96, N = 38979.748811.171. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.0.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.3Test / Class: SP.ALinux 4.13Linux 4.14-rc17001400210028003500SE +/- 5.23, N = 3SE +/- 3.68, N = 33384.833369.441. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 2.0.2

PostgreSQL pgbench

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 9.6.3Scaling: On-Disk - Test: Normal Load - Mode: Read WriteLinux 4.13Linux 4.14-rc12004006008001000SE +/- 14.27, N = 3SE +/- 36.81, N = 61062.301117.241. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -fpic -lpgcommon -lpgport -lrt -lcrypt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 9.6.3Scaling: Mostly RAM - Test: Normal Load - Mode: Read WriteLinux 4.13Linux 4.14-rc130060090012001500SE +/- 19.48, N = 3SE +/- 16.90, N = 31351.101369.381. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -fpic -lpgcommon -lpgport -lrt -lcrypt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 9.6.3Scaling: Buffer Test - Test: Normal Load - Mode: Read WriteLinux 4.13Linux 4.14-rc1400800120016002000SE +/- 8.75, N = 3SE +/- 22.20, N = 31756.431698.051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -fpic -lpgcommon -lpgport -lrt -lcrypt -ldl -lm

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLoop Time, Fewer Is BetterLAMMPS Molecular Dynamics Simulator 1.0Test: Rhodopsin ProteinLinux 4.13Linux 4.14-rc1612182430SE +/- 0.22, N = 3SE +/- 0.27, N = 327.2427.471. (CXX) g++ options: -lfftw -lmpich

glibc bench

The GNU C Library project provides the core libraries for the GNU system and GNU/Linux systems, as well as many other systems that use Linux as the kernel. These libraries provide critical APIs including ISO C11, POSIX.1-2008, BSD, OS-specific APIs and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: ffsLinux 4.13Linux 4.14-rc11.31632.63263.94895.26526.5815SE +/- 0.00, N = 3SE +/- 0.09, N = 45.765.85

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sqrtLinux 4.13Linux 4.14-rc148121620SE +/- 0.00, N = 3SE +/- 0.00, N = 315.8515.85

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: tanhLinux 4.13Linux 4.14-rc11224364860SE +/- 1.27, N = 6SE +/- 0.01, N = 351.6750.32

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: ffsllLinux 4.13Linux 4.14-rc11.30732.61463.92195.22926.5365SE +/- 0.04, N = 3SE +/- 0.00, N = 35.815.76

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: pthread_onceLinux 4.13Linux 4.14-rc1246810SE +/- 0.02, N = 3SE +/- 0.00, N = 36.746.70

Parboil

The Parboil Benchmarks from the IMPACT Research Group at University of Illinois are a set of throughput computing applications for looking at computing architecture and compilers. Parboil test-cases support OpenMP, OpenCL, and CUDA multi-processing environments. However, at this time the test profile is just making use of the OpenMP and OpenCL test workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP LBMLinux 4.13Linux 4.14-rc1306090120150SE +/- 0.60, N = 3SE +/- 0.64, N = 3142.80143.051. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP CUTCPLinux 4.13Linux 4.14-rc13691215SE +/- 0.01, N = 3SE +/- 0.01, N = 39.899.861. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP StencilLinux 4.13Linux 4.14-rc1612182430SE +/- 0.17, N = 3SE +/- 0.15, N = 323.6123.241. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenMP MRI GriddingLinux 4.13Linux 4.14-rc1714212835SE +/- 0.55, N = 3SE +/- 0.69, N = 630.8529.931. (CXX) g++ options: -lm -lpthread -lgomp -ffast-math -fopenmp

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes the OpenCL and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenMP LavaMDLinux 4.13Linux 4.14-rc1306090120150SE +/- 0.03, N = 3SE +/- 0.25, N = 3144.77145.991. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenMP CFD SolverLinux 4.13Linux 4.14-rc1918273645SE +/- 0.06, N = 3SE +/- 0.05, N = 338.2538.291. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenMP StreamclusterLinux 4.13Linux 4.14-rc1510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 322.5722.651. (CXX) g++ options: -O2 -lOpenCL

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 2.3.2Pfam Database SearchLinux 4.13Linux 4.14-rc1246810SE +/- 0.01, N = 3SE +/- 0.02, N = 36.506.521. (CC) gcc options: -O2 -pthread -lhmmer -lsquid -lm

Timed MrBayes Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.1.2Primate Phylogeny AnalysisLinux 4.13Linux 4.14-rc14080120160200SE +/- 0.09, N = 3SE +/- 0.10, N = 3195.41196.34

Timed LLVM Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 4.0.1Time To CompileLinux 4.13Linux 4.14-rc1120240360480600SE +/- 0.22, N = 3SE +/- 0.35, N = 3576.53578.35

C-Ray

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total TimeLinux 4.13Linux 4.14-rc148121620SE +/- 0.01, N = 3SE +/- 0.00, N = 316.1416.141. (CC) gcc options: -lm -lpthread -O3

Parallel BZIP2 Compression

This test measures the time needed to compress a file (a .tar package of the Linux kernel source code) using BZIP2 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.12256MB File CompressionLinux 4.13Linux 4.14-rc1246810SE +/- 0.05, N = 3SE +/- 0.04, N = 37.217.251. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format three times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.1WAV To FLACLinux 4.13Linux 4.14-rc10.99451.9892.98353.9784.9725SE +/- 0.00, N = 5SE +/- 0.00, N = 54.424.401. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

LAME MP3 Encoding

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.99.5WAV To MP3Linux 4.13Linux 4.14-rc1246810SE +/- 0.05, N = 5SE +/- 0.03, N = 58.478.411. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

FFmpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 3.3.3H.264 HD To NTSC DVLinux 4.13Linux 4.14-rc11.09352.1873.28054.3745.4675SE +/- 0.04, N = 3SE +/- 0.03, N = 34.864.851. (CC) gcc options: -lavdevice -lavfilter -lavformat -lavcodec -lswresample -lswscale -lavutil -lXv -lX11 -lXext -ldl -lxcb -lxcb-xfixes -lxcb-render -lxcb-shape -lsndio -lasound -lSDL2 -lm -llzma -lbz2 -pthread -std=c11 -fomit-frame-pointer -fPIC -O3 -fno-math-errno -fno-signed-zeros -fno-tree-vectorize -MMD -MF -MT

R Benchmark

This test is a quick-running survey of general R performance Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterR BenchmarkLinux 4.13Linux 4.14-rc10.07920.15840.23760.31680.396SE +/- 0.0021, N = 3SE +/- 0.0002, N = 30.35220.34851. R scripting front-end version 3.3.2 (2016-10-31)

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.79Blend File: BMW27 - Compute: CPU-OnlyLinux 4.13Linux 4.14-rc1110220330440550495.33461.07

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1Linux 4.13Linux 4.14-rc11326395265SE +/- 0.21, N = 3SE +/- 0.27, N = 357.1456.87

96 Results Shown

FS-Mark:
  1000 Files, 1MB Size
  5000 Files, 1MB Size, 4 Threads
  4000 Files, 32 Sub Dirs, 1MB Size
  1000 Files, 1MB Size, No Sync/FSync
BlogBench:
  Read
  Write
TTSIOD 3D Renderer
HPC Challenge:
  G-Ptrans
  EP-STREAM Triad
HPC Challenge
HPC Challenge:
  G-HPL
  G-Ffte
  EP-DGEMM
  G-Rand Access
Flexible IO Tester:
  Rand Read - Libaio - No - Yes - 4KB - Default Test Directory
  Seq Read - Libaio - No - Yes - 4KB - Default Test Directory
  Seq Write - Libaio - No - Yes - 4KB - Default Test Directory
Xsbench
Flexible IO Tester:
  Rand Read - Libaio - No - Yes - 4KB - Default Test Directory
  Seq Read - Libaio - No - Yes - 4KB - Default Test Directory
  Seq Write - Libaio - No - Yes - 4KB - Default Test Directory
Dbench
Compile Bench:
  Compile
  Initial Create
  Read Compiled Tree
RAMspeed SMP:
  Add - Integer
  Copy - Integer
  Scale - Integer
  Triad - Integer
  Average - Integer
  Add - Floating Point
  Copy - Floating Point
  Scale - Floating Point
  Triad - Floating Point
  Average - Floating Point
lzbench
lzbench
lzbench
lzbench
lzbench
lzbench
lzbench
lzbench
FFTW:
  Stock - 2D FFT Size 4096
  Float + SSE - 2D FFT Size 4096
SciMark:
  Composite
  Monte Carlo
  Fast Fourier Transform
  Sparse Matrix Multiply
  Dense LU Matrix Factorization
  Jacobi Successive Over-Relaxation
Himeno Benchmark
John The Ripper
ebizzy
Redis:
  LPOP
  SADD
  LPUSH
  GET
  SET
Apache Benchmark
OpenSSL
CLOMP
NAS Parallel Benchmarks:
  BT.A
  EP.C
  FT.A
  FT.B
  LU.A
  LU.C
  SP.A
PostgreSQL pgbench:
  On-Disk - Normal Load - Read Write
  Mostly RAM - Normal Load - Read Write
  Buffer Test - Normal Load - Read Write
LAMMPS Molecular Dynamics Simulator
glibc bench:
  ffs
  sqrt
  tanh
  ffsll
  pthread_once
Parboil:
  OpenMP LBM
  OpenMP CUTCP
  OpenMP Stencil
  OpenMP MRI Gridding
Rodinia:
  OpenMP LavaMD
  OpenMP CFD Solver
  OpenMP Streamcluster
Timed HMMer Search
Timed MrBayes Analysis
Timed LLVM Compilation
C-Ray
Parallel BZIP2 Compression
FLAC Audio Encoding
LAME MP3 Encoding
FFmpeg
R Benchmark
Blender
Scikit-Learn