oneDNN 2.0 Ryzen 3

AMD Ryzen 3 3200U testing with a MOTILE PF4PU1F (N.1.03 BIOS) and AMD Picasso 512MB on Ubuntu 20.04 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 2012090-HA-ONEDNN20R48
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December 09 2020
  57 Minutes
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December 09 2020
  52 Minutes
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December 09 2020
  49 Minutes
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oneDNN 2.0 Ryzen 3ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolution123AMD Ryzen 3 3200U @ 2.60GHz (2 Cores / 4 Threads)MOTILE PF4PU1F (N.1.03 BIOS)AMD Raven/Raven23584MB128GB BIWIN SSDAMD Picasso 512MB (1200/1200MHz)AMD Raven/Raven2/FenghuangRealtek RTL8111/8168/8411 + Intel Dual Band-AC 3168NGWUbuntu 20.045.4.0-53-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8amdgpu 19.1.04.6 Mesa 20.0.4 (LLVM 9.0.1)GCC 9.3.0ext41920x1080OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8108102 Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

123Result OverviewPhoronix Test Suite100%102%104%106%oneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNoneDNNIP Shapes 3D - f32 - CPUD.B.s - u8s8f32 - CPUR.N.N.T - bf16bf16bf16 - CPUM.M.B.S.T - u8s8f32 - CPUIP Shapes 1D - f32 - CPUC.B.S.A - f32 - CPUR.N.N.T - u8s8f32 - CPUD.B.s - u8s8f32 - CPUD.B.s - f32 - CPUIP Shapes 1D - u8s8f32 - CPUD.B.s - f32 - CPUIP Shapes 3D - u8s8f32 - CPUM.M.B.S.T - f32 - CPUR.N.N.I - u8s8f32 - CPUR.N.N.I - f32 - CPUR.N.N.T - f32 - CPUC.B.S.A - u8s8f32 - CPUR.N.N.I - bf16bf16bf16 - CPU

oneDNN 2.0 Ryzen 3onednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU12339.456019.426928.32567.7634548.794651.539162.987769.106152.340052.782812605.012793.912805.412736.616.424112657.912769.627.028840.082818.009428.53657.7667949.548251.983263.438768.963655.323153.347812549.512850.112756.212758.116.323012844.712815.727.031139.601017.930328.39567.8146049.416851.664763.340869.247355.490853.325712602.212787.212661.512803.116.397212605.412808.827.5059OpenBenchmarking.org

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU123918273645SE +/- 0.40, N = 8SE +/- 0.40, N = 14SE +/- 0.35, N = 1439.4640.0839.60MIN: 32.5MIN: 31.9MIN: 31.791. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU123816243240Min: 36.77 / Avg: 39.46 / Max: 40.15Min: 34.93 / Avg: 40.08 / Max: 40.81Min: 35.11 / Avg: 39.6 / Max: 40.261. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU123510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 319.4318.0117.93MIN: 19.27MIN: 17.84MIN: 17.781. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU123510152025Min: 19.36 / Avg: 19.43 / Max: 19.46Min: 17.98 / Avg: 18.01 / Max: 18.04Min: 17.89 / Avg: 17.93 / Max: 17.961. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU123714212835SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 328.3328.5428.40MIN: 25.26MIN: 24.35MIN: 24.661. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU123612182430Min: 28.02 / Avg: 28.33 / Max: 28.52Min: 28.23 / Avg: 28.54 / Max: 28.83Min: 28.07 / Avg: 28.4 / Max: 28.661. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU123246810SE +/- 0.09144, N = 3SE +/- 0.12342, N = 3SE +/- 0.08989, N = 37.763457.766797.81460MIN: 6.34MIN: 6.31MIN: 6.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU1233691215Min: 7.58 / Avg: 7.76 / Max: 7.87Min: 7.52 / Avg: 7.77 / Max: 7.9Min: 7.64 / Avg: 7.81 / Max: 7.921. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU1231122334455SE +/- 0.27, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 348.7949.5549.42MIN: 46.88MIN: 47.48MIN: 47.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU1231020304050Min: 48.25 / Avg: 48.79 / Max: 49.08Min: 49.4 / Avg: 49.55 / Max: 49.76Min: 49.37 / Avg: 49.42 / Max: 49.451. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU1231224364860SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 351.5451.9851.66MIN: 46.07MIN: 45.43MIN: 45.321. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU1231020304050Min: 51.4 / Avg: 51.54 / Max: 51.64Min: 51.82 / Avg: 51.98 / Max: 52.08Min: 51.4 / Avg: 51.66 / Max: 51.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU1231428425670SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 362.9963.4463.34MIN: 59.65MIN: 60.24MIN: 60.641. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU1231224364860Min: 62.82 / Avg: 62.99 / Max: 63.09Min: 63.39 / Avg: 63.44 / Max: 63.49Min: 63.34 / Avg: 63.34 / Max: 63.351. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU1231530456075SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 369.1168.9669.25MIN: 68.74MIN: 68.53MIN: 68.631. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU1231326395265Min: 68.96 / Avg: 69.11 / Max: 69.23Min: 68.86 / Avg: 68.96 / Max: 69.05Min: 68.87 / Avg: 69.25 / Max: 69.451. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU1231224364860SE +/- 0.29, N = 3SE +/- 0.84, N = 15SE +/- 0.92, N = 1252.3455.3255.49MIN: 47.29MIN: 47.06MIN: 46.561. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU1231122334455Min: 51.77 / Avg: 52.34 / Max: 52.75Min: 52.33 / Avg: 55.32 / Max: 62.79Min: 51.82 / Avg: 55.49 / Max: 60.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU1231224364860SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.68, N = 1552.7853.3553.33MIN: 48.62MIN: 49.25MIN: 47.61. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU1231122334455Min: 52.54 / Avg: 52.78 / Max: 53.06Min: 52.85 / Avg: 53.35 / Max: 53.82Min: 51.57 / Avg: 53.33 / Max: 60.271. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU1233K6K9K12K15KSE +/- 71.71, N = 3SE +/- 68.31, N = 3SE +/- 102.56, N = 312605.012549.512602.2MIN: 12420.5MIN: 12337.1MIN: 12304.71. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU1232K4K6K8K10KMin: 12508.5 / Avg: 12604.97 / Max: 12745.1Min: 12419.4 / Avg: 12549.47 / Max: 12650.7Min: 12397.2 / Avg: 12602.23 / Max: 12709.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU1233K6K9K12K15KSE +/- 42.78, N = 3SE +/- 19.19, N = 3SE +/- 31.15, N = 312793.912850.112787.2MIN: 12606.8MIN: 12678.4MIN: 12624.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU1232K4K6K8K10KMin: 12743.1 / Avg: 12793.87 / Max: 12878.9Min: 12814.8 / Avg: 12850.07 / Max: 12880.8Min: 12737.2 / Avg: 12787.2 / Max: 12844.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU1233K6K9K12K15KSE +/- 125.57, N = 9SE +/- 63.60, N = 3SE +/- 41.66, N = 312805.412756.212661.5MIN: 12372MIN: 12549MIN: 125011. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU1232K4K6K8K10KMin: 12492.7 / Avg: 12805.43 / Max: 13731.5Min: 12629 / Avg: 12756.2 / Max: 12820.1Min: 12578.2 / Avg: 12661.5 / Max: 12704.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU1233K6K9K12K15KSE +/- 69.61, N = 3SE +/- 28.97, N = 3SE +/- 28.05, N = 312736.612758.112803.1MIN: 12531.2MIN: 12588MIN: 12650.71. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU1232K4K6K8K10KMin: 12647.9 / Avg: 12736.63 / Max: 12873.9Min: 12712.1 / Avg: 12758.07 / Max: 12811.6Min: 12764.4 / Avg: 12803.07 / Max: 12857.61. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU12348121620SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 316.4216.3216.40MIN: 15.31MIN: 14.99MIN: 15.071. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU12348121620Min: 16.42 / Avg: 16.42 / Max: 16.43Min: 16.31 / Avg: 16.32 / Max: 16.34Min: 16.37 / Avg: 16.4 / Max: 16.411. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU1233K6K9K12K15KSE +/- 33.54, N = 3SE +/- 80.90, N = 3SE +/- 82.68, N = 312657.912844.712605.4MIN: 12498.2MIN: 12586.6MIN: 12362.31. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU1232K4K6K8K10KMin: 12601.1 / Avg: 12657.9 / Max: 12717.2Min: 12683 / Avg: 12844.73 / Max: 12929.9Min: 12452.8 / Avg: 12605.37 / Max: 12736.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU1233K6K9K12K15KSE +/- 40.85, N = 3SE +/- 21.50, N = 3SE +/- 15.32, N = 312769.612815.712808.8MIN: 12600MIN: 12666.6MIN: 12660.71. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU1232K4K6K8K10KMin: 12705.3 / Avg: 12769.6 / Max: 12845.4Min: 12781.7 / Avg: 12815.73 / Max: 12855.5Min: 12783 / Avg: 12808.8 / Max: 128361. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU123612182430SE +/- 0.22, N = 15SE +/- 0.21, N = 15SE +/- 0.03, N = 327.0327.0327.51MIN: 21.97MIN: 22.25MIN: 23.031. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU123612182430Min: 25.1 / Avg: 27.03 / Max: 27.73Min: 25.31 / Avg: 27.03 / Max: 27.68Min: 27.46 / Avg: 27.51 / Max: 27.551. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread