eMAG

ARMv8 Cortex-A72 testing with a SolidRun CEX7 (EDK II BIOS) and MSI NVIDIA GeForce GT 1030 on Fedora 33 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 2102210-FI-2012272NE18
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1
December 26 2020
  6 Hours, 4 Minutes
2
December 27 2020
  6 Hours, 55 Minutes
3
December 27 2020
  4 Hours, 25 Minutes
4
December 27 2020
  1 Hour, 21 Minutes
HoneyComb LX2K
February 20 2021
  5 Hours, 39 Minutes
Invert Behavior (Only Show Selected Data)
  4 Hours, 53 Minutes

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1

Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Processor Notes: Scaling Governor: cppc_cpufreq ondemand
Python Notes: Python 3.8.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected

2

3

4

Processor: Ampere eMAG ARMv8 @ 3.00GHz (32 Cores), Motherboard: AmpereComputing OSPREY (4.8.19 BIOS), Chipset: Applied Micro Circuits X-Gene, Memory: 126GB, Disk: 256GB Samsung SSD 860, Graphics: ASPEED, Monitor: VE228, Network: Intel I210

OS: Ubuntu 20.04, Kernel: 5.7.0-050700-generic (aarch64), Desktop: GNOME Shell 3.36.3, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

HoneyComb LX2K

Processor: ARMv8 Cortex-A72 (16 Cores), Motherboard: SolidRun CEX7 (EDK II BIOS), Memory: 32GB, Disk: 128GB Generic + 8GB SL08G + 63GB DF4064, Graphics: MSI NVIDIA GeForce GT 1030, Audio: NVIDIA GP108 HD Audio

OS: Fedora 33, Kernel: 5.10.10-00042-gbfa806f5daa5-dirty (aarch64), Display Server: X Server 1.20.10, Compiler: GCC 10.2.1 20201125 + Clang 11.0.0 + CUDA 11.2, File-System: btrfs

Compiler Notes: --build=aarch64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu
Python Notes: Python 3.9.1
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Branch predictor hardening + srbds: Not affected + tsx_async_abort: Not affected

eMAGProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen Resolution1234HoneyComb LX2KAmpere eMAG ARMv8 @ 3.00GHz (32 Cores)AmpereComputing OSPREY (4.8.19 BIOS)Applied Micro Circuits X-Gene126GB256GB Samsung SSD 860ASPEEDVE228Intel I210Ubuntu 20.045.7.0-050700-generic (aarch64)GNOME Shell 3.36.3X Server 1.20.8modesetting 1.20.8GCC 9.3.0ext41920x1080ARMv8 Cortex-A72 (16 Cores)SolidRun CEX7 (EDK II BIOS)32GB128GB Generic + 8GB SL08G + 63GB DF4064MSI NVIDIA GeForce GT 1030NVIDIA GP108 HD AudioFedora 335.10.10-00042-gbfa806f5daa5-dirty (aarch64)X Server 1.20.10GCC 10.2.1 20201125 + Clang 11.0.0 + CUDA 11.2btrfsOpenBenchmarking.orgCompiler Details- 1: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - 2: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - 3: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - 4: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - HoneyComb LX2K: --build=aarch64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu Processor Details- 1, 2, 3, 4: Scaling Governor: cppc_cpufreq ondemandPython Details- 1: Python 3.8.2- 2: Python 3.8.2- 3: Python 3.8.2- 4: Python 3.8.2- HoneyComb LX2K: Python 3.9.1Security Details- 1: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected- 2: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected- 3: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected- 4: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected- HoneyComb LX2K: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Branch predictor hardening + srbds: Not affected + tsx_async_abort: Not affected

1234HoneyComb LX2KLogarithmic Result OverviewPhoronix Test SuiteCLOMPTimed MAFFT AlignmentoneDNNsimdjsonTSCP

eMAGclomp: Static OMP Speedupmafft: Multiple Sequence Alignment - LSU RNAsimdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDtscp: AI Chess Performanceonednn: 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 - CPUrav1e: 1rav1e: 5rav1e: 6rav1e: 10x264: H.264 Video Encodingcoremark: CoreMark Size 666 - Iterations Per Secondstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthavifenc: 0avifenc: 2avifenc: 8avifenc: 10numpy: build-eigen: Time To Compileencode-ape: WAV To APEencode-opus: WAV To Opus Encodeespeak: Text-To-Speech Synthesis1234HoneyComb LX2K7.135.6410.480.230.550.5651590329.014823.6825183.917418.33093.4725191.83760.3671113.020184.796114.06631838.217700.430113.816255.919.817629827.817140.136.61480.0840.1880.2230.42532.13385397.3703631569146933037962404.737250.16522.30221.88391.65357.47496.13048.30887.8317.235.3440.480.230.550.5651590333.224422.8008184.877421.22198.2804194.62063.4163112.310185.965113.51130600.517313.530971.016777.021.007731520.316556.738.37060.0840.1870.2210.41932.67385035.2074661541712733135767403.850250.70522.33221.83291.86357.14039.91948.26684.9027.036.3550.480.230.550.5651571032.284022.8470183.393424.64176.3515173.53955.9390112.550185.162113.11231978.216864.330446.516436.820.484730673.717065.538.49440.0840.1870.2220.42032.78385080.514289156176077.235.9990.480.230.550.5751570930.892524.4468183.137419.39284.3690173.05059.7828112.924183.153112.61330770.01.625.1730.610.280.70.7151092853.321221.5127129.05097.1388122.323620.757118.206192.123220.110196.13474820.538360.174589.338077.326.146674962.738288.246.00780.0810.1860.2240.44533.56193571.808864951445716459128485.908310.03224.46023.18397.09315.89737.00237.73584.427OpenBenchmarking.org

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 1.2Static OMP SpeedupHoneyComb LX2K4321246810SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 31.67.27.07.27.11. (CC) gcc options: -fopenmp -O3 -lm

Timed MAFFT Alignment

This test performs an alignment of 100 pyruvate decarboxylase sequences. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNAHoneyComb LX2K4321816243240SE +/- 0.40, N = 3SE +/- 0.49, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 325.1736.0036.3635.3435.641. (CC) gcc options: -std=c99 -O3 -lm -lpthread

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: KostyaHoneyComb LX2K43210.13730.27460.41190.54920.6865SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.610.480.480.480.48-O2-O3-O3-O3-O31. (CXX) g++ options: -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomHoneyComb LX2K43210.0630.1260.1890.2520.315SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.280.230.230.230.23-O2-O3-O3-O3-O31. (CXX) g++ options: -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsHoneyComb LX2K43210.15750.3150.47250.630.7875SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.700.550.550.550.55-O2-O3-O3-O3-O31. (CXX) g++ options: -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDHoneyComb LX2K43210.15980.31960.47940.63920.799SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.710.570.560.560.56-O2-O3-O3-O3-O31. (CXX) g++ options: -pthread

TSCP

This is a performance test of TSCP, Tom Kerrigan's Simple Chess Program, which has a built-in performance benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceHoneyComb LX2K4321110K220K330K440K550KSE +/- 616.26, N = 5SE +/- 264.73, N = 5SE +/- 328.25, N = 5SE +/- 327.56, N = 55109285157095157105159035159031. (CC) gcc options: -O3 -march=native

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUHoneyComb LX2K43211224364860SE +/- 1.13, N = 3SE +/- 1.62, N = 12SE +/- 1.36, N = 15SE +/- 1.03, N = 15SE +/- 1.27, N = 1553.3230.8932.2833.2229.01-O2 - MIN: 50.83MIN: 15.09MIN: 15.14MIN: 15.35MIN: 15.131. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUHoneyComb LX2K4321612182430SE +/- 0.02, N = 3SE +/- 1.03, N = 15SE +/- 0.69, N = 15SE +/- 0.68, N = 12SE +/- 0.67, N = 1521.5124.4522.8522.8023.68-O2 - MIN: 21.16MIN: 17.03MIN: 17.02MIN: 17.06MIN: 17.031. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUHoneyComb LX2K43214080120160200SE +/- 0.47, N = 3SE +/- 0.18, N = 3SE +/- 1.41, N = 3SE +/- 2.81, N = 3SE +/- 1.68, N = 3129.05183.14183.39184.88183.92-O2 - MIN: 125.46MIN: 130.48MIN: 133.71MIN: 135.46MIN: 127.821. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUHoneyComb LX2K432190180270360450SE +/- 0.09, N = 3SE +/- 1.34, N = 3SE +/- 1.42, N = 3SE +/- 0.17, N = 3SE +/- 2.55, N = 397.14419.39424.64421.22418.33-O2 - MIN: 96.3MIN: 371.23MIN: 380.56MIN: 376.78MIN: 379.921. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUHoneyComb LX2K4321306090120150SE +/- 0.02, N = 3SE +/- 8.19, N = 15SE +/- 6.62, N = 15SE +/- 7.70, N = 12SE +/- 7.37, N = 15122.3284.3776.3598.2893.47-O2 - MIN: 121.03MIN: 30.78MIN: 30.78MIN: 30.76MIN: 30.811. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUHoneyComb LX2K4321130260390520650SE +/- 10.39, N = 3SE +/- 12.10, N = 15SE +/- 12.91, N = 15SE +/- 13.95, N = 15SE +/- 15.29, N = 12620.76173.05173.54194.62191.84-O2 - MIN: 597.77MIN: 116MIN: 116.21MIN: 115.45MIN: 115.281. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUHoneyComb LX2K4321306090120150SE +/- 2.32, N = 3SE +/- 6.08, N = 15SE +/- 7.43, N = 12SE +/- 7.31, N = 15SE +/- 6.33, N = 15118.2159.7855.9463.4260.37-O2 - MIN: 114.1MIN: 26.97MIN: 26.97MIN: 26.98MIN: 26.981. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUHoneyComb LX2K43214080120160200SE +/- 0.26, N = 3SE +/- 0.27, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.34, N = 3192.12112.92112.55112.31113.02-O2 - MIN: 190.32MIN: 104.76MIN: 102.72MIN: 103.46MIN: 98.241. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUHoneyComb LX2K432150100150200250SE +/- 0.78, N = 3SE +/- 2.05, N = 3SE +/- 1.64, N = 3SE +/- 1.31, N = 3SE +/- 0.92, N = 3220.11183.15185.16185.97184.80-O2 - MIN: 217.2MIN: 111MIN: 116.12MIN: 114.9MIN: 121.061. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUHoneyComb LX2K43214080120160200SE +/- 2.17, N = 3SE +/- 1.75, N = 3SE +/- 1.41, N = 3SE +/- 0.48, N = 3SE +/- 0.92, N = 3196.13112.61113.11113.51114.07-O2 - MIN: 179.49MIN: 90.72MIN: 92.39MIN: 91.33MIN: 93.841. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUHoneyComb LX2K432116K32K48K64K80KSE +/- 258.40, N = 3SE +/- 405.43, N = 12SE +/- 171.48, N = 3SE +/- 724.02, N = 10SE +/- 1283.37, N = 974820.530770.031978.230600.531838.2-O2 - MIN: 74172.1MIN: 24555.1MIN: 25646MIN: 23693.3MIN: 23896.81. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUHoneyComb LX2K3218K16K24K32K40KSE +/- 219.25, N = 3SE +/- 324.82, N = 12SE +/- 395.99, N = 12SE +/- 343.55, N = 1138360.116864.317313.517700.4-O2 - MIN: 37645.2MIN: 12759.4MIN: 12871.9MIN: 130351. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUHoneyComb LX2K32116K32K48K64K80KSE +/- 201.98, N = 3SE +/- 588.64, N = 12SE +/- 500.69, N = 12SE +/- 165.59, N = 374589.330446.530971.030113.8-O2 - MIN: 74079.3MIN: 23892.7MIN: 23442.3MIN: 24215.31. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUHoneyComb LX2K3218K16K24K32K40KSE +/- 169.67, N = 3SE +/- 378.61, N = 9SE +/- 307.63, N = 12SE +/- 188.21, N = 338077.316436.816777.016255.9-O2 - MIN: 37721.4MIN: 13044.4MIN: 12597.8MIN: 13038.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUHoneyComb LX2K321612182430SE +/- 0.00, N = 3SE +/- 0.93, N = 15SE +/- 0.93, N = 15SE +/- 1.04, N = 1526.1520.4821.0119.82-O2 - MIN: 25.91MIN: 8.14MIN: 8.13MIN: 8.131. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUHoneyComb LX2K32116K32K48K64K80KSE +/- 348.88, N = 3SE +/- 360.00, N = 3SE +/- 470.00, N = 3SE +/- 438.76, N = 1274962.730673.731520.329827.8-O2 - MIN: 74064.5MIN: 24396.5MIN: 24350.2MIN: 236571. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUHoneyComb LX2K3218K16K24K32K40KSE +/- 226.16, N = 3SE +/- 506.17, N = 9SE +/- 327.46, N = 12SE +/- 244.89, N = 338288.217065.516556.717140.1-O2 - MIN: 37745.7MIN: 13244.1MIN: 12882.3MIN: 13604.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUHoneyComb LX2K3211020304050SE +/- 0.15, N = 3SE +/- 0.82, N = 15SE +/- 0.94, N = 15SE +/- 1.48, N = 1546.0138.4938.3736.61-O2 - MIN: 45.37MIN: 19.79MIN: 19.74MIN: 19.741. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 1HoneyComb LX2K3210.01890.03780.05670.07560.0945SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0810.0840.0840.084

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 5HoneyComb LX2K3210.04230.08460.12690.16920.2115SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1860.1870.1870.188

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6HoneyComb LX2K3210.05040.10080.15120.20160.252SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.2240.2220.2210.223

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10HoneyComb LX2K3210.10010.20020.30030.40040.5005SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.4450.4200.4190.425

x264

This is a simple test of the x264 encoder run on the CPU (OpenCL support disabled) with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingHoneyComb LX2K321816243240SE +/- 0.06, N = 3SE +/- 0.51, N = 3SE +/- 0.30, N = 3SE +/- 0.38, N = 533.5632.7832.6732.13-lavformat -lavcodec -lavutil -lswscale-lavformat -lavcodec -lavutil -lswscale-lavformat -lavcodec -lavutil -lswscale1. (CC) gcc options: -ldl -lm -lpthread

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondHoneyComb LX2K32180K160K240K320K400KSE +/- 23.74, N = 3SE +/- 664.33, N = 3SE +/- 798.90, N = 3SE +/- 656.44, N = 3193571.81385080.51385035.21385397.371. (CC) gcc options: -O2 -lrt" -lrt

Stockfish

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeHoneyComb LX2K3213M6M9M12M15MSE +/- 173726.98, N = 3SE +/- 177988.27, N = 15SE +/- 184845.46, N = 6SE +/- 125793.16, N = 395144571561760715417127156914691. (CXX) g++ options: -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -flto -flto=jobserver

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthHoneyComb LX2K217M14M21M28M35MSE +/- 201778.29, N = 3SE +/- 393577.81, N = 3SE +/- 299925.52, N = 3164591283313576733037962

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0HoneyComb LX2K21110220330440550SE +/- 0.81, N = 3SE +/- 0.42, N = 3SE +/- 1.37, N = 3485.91403.85404.741. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2HoneyComb LX2K2170140210280350SE +/- 0.10, N = 3SE +/- 0.40, N = 3SE +/- 0.06, N = 3310.03250.71250.171. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8HoneyComb LX2K21612182430SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 324.4622.3322.301. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10HoneyComb LX2K21612182430SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 323.1821.8321.881. (CXX) g++ options: -O3 -fPIC

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkHoneyComb LX2K2120406080100SE +/- 0.62, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 397.0991.8691.65

Timed Eigen Compilation

This test times how long it takes to build all Eigen examples. The Eigen examples are compiled serially. Eigen is a C++ template library for linear algebra. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileHoneyComb LX2K2180160240320400SE +/- 0.80, N = 3SE +/- 0.65, N = 3SE +/- 1.89, N = 3315.90357.14357.47

Monkey Audio Encoding

This test times how long it takes to encode a sample WAV file to Monkey's Audio APE format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APEHoneyComb LX2K2120406080100SE +/- 0.59, N = 5SE +/- 0.06, N = 5SE +/- 0.05, N = 537.0039.9296.131. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeHoneyComb LX2K211122334455SE +/- 0.02, N = 5SE +/- 0.01, N = 5SE +/- 0.03, N = 537.7448.2748.311. (CXX) g++ options: -fvisibility=hidden -logg -lm

eSpeak-NG Speech Engine

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisHoneyComb LX2K2120406080100SE +/- 4.47, N = 4SE +/- 0.21, N = 4SE +/- 0.12, N = 484.4384.9087.83-lpthread -lm1. (CC) gcc options: -O2 -std=c99

1

Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Processor Notes: Scaling Governor: cppc_cpufreq ondemand
Python Notes: Python 3.8.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected

Testing initiated at 26 December 2020 19:28 by user phoronix.

2

Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Processor Notes: Scaling Governor: cppc_cpufreq ondemand
Python Notes: Python 3.8.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected

Testing initiated at 27 December 2020 10:51 by user phoronix.

3

Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Processor Notes: Scaling Governor: cppc_cpufreq ondemand
Python Notes: Python 3.8.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected

Testing initiated at 27 December 2020 18:47 by user phoronix.

4

Processor: Ampere eMAG ARMv8 @ 3.00GHz (32 Cores), Motherboard: AmpereComputing OSPREY (4.8.19 BIOS), Chipset: Applied Micro Circuits X-Gene, Memory: 126GB, Disk: 256GB Samsung SSD 860, Graphics: ASPEED, Monitor: VE228, Network: Intel I210

OS: Ubuntu 20.04, Kernel: 5.7.0-050700-generic (aarch64), Desktop: GNOME Shell 3.36.3, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v
Processor Notes: Scaling Governor: cppc_cpufreq ondemand
Python Notes: Python 3.8.2
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + tsx_async_abort: Not affected

Testing initiated at 27 December 2020 23:35 by user phoronix.

HoneyComb LX2K

Processor: ARMv8 Cortex-A72 (16 Cores), Motherboard: SolidRun CEX7 (EDK II BIOS), Memory: 32GB, Disk: 128GB Generic + 8GB SL08G + 63GB DF4064, Graphics: MSI NVIDIA GeForce GT 1030, Audio: NVIDIA GP108 HD Audio

OS: Fedora 33, Kernel: 5.10.10-00042-gbfa806f5daa5-dirty (aarch64), Display Server: X Server 1.20.10, Compiler: GCC 10.2.1 20201125 + Clang 11.0.0 + CUDA 11.2, File-System: btrfs

Compiler Notes: --build=aarch64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu
Python Notes: Python 3.9.1
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Branch predictor hardening + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 20 February 2021 09:27 by user .