dddxxx

Intel Core i7-8565U testing with a Dell 0KTW76 (1.17.0 BIOS) and Intel UHD 620 WHL GT2 15GB on Ubuntu 22.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2308067-NE-DDDXXX42317&grs.

dddxxxProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionabIntel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads)Dell 0KTW76 (1.17.0 BIOS)Intel Cannon Point-LP16GBSK hynix PC401 NVMe 256GBIntel UHD 620 WHL GT2 15GB (1150MHz)Realtek ALC3271Qualcomm Atheros QCA6174 802.11acUbuntu 22.045.19.0-rc6-phx-retbleed (x86_64)GNOME Shell 42.2X Server + Wayland4.6 Mesa 22.0.1OpenCL 3.01.3.204GCC 11.3.0ext41920x1080GCC 11.4.0OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- a: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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 - b: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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 Disk Details- NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Details- Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xf0 - Thermald 2.4.9 Java Details- a: OpenJDK Runtime Environment (build 11.0.18+10-post-Ubuntu-0ubuntu122.04) - b: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu122.04) Python Details- a: Python 3.10.6- b: Python 3.10.12Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of IBRS IBPB: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

dddxxxsqlite: 1deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamncnn: CPU - shufflenet-v2memtier-benchmark: Redis - 500 - 1:5sqlite: 2sqlite: 4memtier-benchmark: Redis - 500 - 1:10stress-ng: MMAPmemtier-benchmark: Redis - 100 - 1:5memtier-benchmark: Redis - 50 - 1:5ncnn: CPU - mnasnetmemtier-benchmark: Redis - 100 - 1:10stress-ng: MEMFDmemtier-benchmark: Redis - 50 - 1:10stress-ng: Futexstress-ng: Forkingdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamstress-ng: CPU Cachestress-ng: Cryptostress-ng: Zlibsvt-av1: Preset 12 - Bosphorus 4Kstress-ng: Hashdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamstress-ng: Pthreadncnn: CPU-v3-v3 - mobilenet-v3stress-ng: SENDFILEdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamstress-ng: AVL Treedeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamstress-ng: Mallocsvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 4 - Bosphorus 4Kstress-ng: Mutexospray: gravity_spheres_volume/dim_512/scivis/real_timedav1d: Summer Nature 1080papache-iotdb: 200 - 100 - 500apache-iotdb: 100 - 100 - 500apache-iotdb: 100 - 100 - 500stress-ng: NUMAsvt-av1: Preset 4 - Bosphorus 1080pstress-ng: Pollstress-ng: Atomicsvt-av1: Preset 13 - Bosphorus 4Kapache-iotdb: 200 - 100 - 500ospray: particle_volume/ao/real_timestress-ng: Fused Multiply-Addncnn: CPU-v2-v2 - mobilenet-v2deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamstress-ng: Vector Floating Pointstress-ng: Pipestress-ng: CPU Stressstress-ng: IO_uringstress-ng: Glibc Qsort Data Sortingapache-iotdb: 500 - 100 - 200apache-iotdb: 500 - 1 - 500apache-iotdb: 500 - 100 - 500stress-ng: Cloningncnn: CPU - mobilenetliquid-dsp: 4 - 256 - 57deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamncnn: Vulkan GPU - regnety_400mliquid-dsp: 8 - 256 - 57stress-ng: Glibc C String Functionsstress-ng: System V Message Passingdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamstress-ng: Function Callospray: particle_volume/pathtracer/real_timencnn: CPU - resnet50ospray: gravity_spheres_volume/dim_512/pathtracer/real_timelibxsmm: 128ncnn: CPU - squeezenet_ssdembree: Pathtracer ISPC - Asian Dragon Objapache-iotdb: 500 - 100 - 500liquid-dsp: 8 - 256 - 32stress-ng: x86_64 RdRandapache-iotdb: 500 - 1 - 200apache-iotdb: 500 - 1 - 500stress-ng: Context Switchingapache-iotdb: 200 - 1 - 200apache-iotdb: 500 - 100 - 200ncnn: CPU - efficientnet-b0ncnn: Vulkan GPU - FastestDetapache-iotdb: 100 - 100 - 200stress-ng: Matrix 3D Mathapache-iotdb: 100 - 100 - 200deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamncnn: Vulkan GPU - squeezenet_ssdmemcached: 1:10deepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamvvenc: Bosphorus 1080p - Fastncnn: CPU - FastestDetncnn: Vulkan GPU - mobilenetdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamapache-iotdb: 200 - 1 - 500stress-ng: Floating Pointbuild2: Time To Compilencnn: CPU - yolov4-tinydeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdav1d: Chimera 1080pliquid-dsp: 8 - 256 - 512ncnn: CPU - blazefaceospray: particle_volume/scivis/real_timememcached: 1:100ncnn: Vulkan GPU - blazefacesvt-av1: Preset 12 - Bosphorus 1080pembree: Pathtracer - Crownsvt-av1: Preset 13 - Bosphorus 1080pncnn: Vulkan GPU - vision_transformerdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamstress-ng: Vector Mathdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamncnn: Vulkan GPU - vgg16ospray: gravity_spheres_volume/dim_512/ao/real_timeapache-iotdb: 100 - 1 - 200ncnn: CPU - vgg16apache-iotdb: 100 - 1 - 500memcached: 1:5ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - efficientnet-b0build-llvm: Unix Makefilesz3: 1.smt2ncnn: Vulkan GPU - resnet50apache-iotdb: 200 - 100 - 200stress-ng: Matrix Mathembree: Pathtracer ISPC - Crowndeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamquantlib: liquid-dsp: 2 - 256 - 512apache-iotdb: 100 - 1 - 500dav1d: Summer Nature 4Kapache-iotdb: 100 - 1 - 200stress-ng: Memory Copyingapache-iotdb: 200 - 100 - 200ncnn: CPU - regnety_400mbuild-godot: Time To Compiledeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamvvenc: Bosphorus 4K - Fastdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamvvenc: Bosphorus 4K - Fasterncnn: CPU - vision_transformerdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamstress-ng: Wide Vector Mathembree: Pathtracer - Asian Dragon Objstress-ng: Semaphoresdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamliquid-dsp: 1 - 256 - 32libxsmm: 32ncnn: Vulkan GPU - googlenetbuild-llvm: Ninjancnn: Vulkan GPU - mnasnetsvt-av1: Preset 8 - Bosphorus 4Kncnn: Vulkan GPU - yolov4-tinyxonotic: 1920 x 1080 - Ultrastress-ng: Socket Activityembree: Pathtracer ISPC - Asian Dragonapache-iotdb: 200 - 1 - 200deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamembree: Pathtracer - Asian Dragonapache-iotdb: 500 - 1 - 200xonotic: 1920 x 1080 - Ultimatez3: 2.smt2ncnn: CPU - alexnetapache-iotdb: 200 - 1 - 500ncnn: Vulkan GPU - shufflenet-v2ncnn: CPU - googlenetliquid-dsp: 2 - 256 - 57liquid-dsp: 4 - 256 - 32xonotic: 1920 x 1080 - Highdav1d: Chimera 1080p 10-bitdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamncnn: Vulkan GPU - alexnetliquid-dsp: 1 - 256 - 512vvenc: Bosphorus 1080p - Fasterliquid-dsp: 2 - 256 - 32libxsmm: 64deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamencode-opus: WAV To Opus Encodencnn: CPU - resnet18xonotic: 1920 x 1080 - Lowliquid-dsp: 4 - 256 - 512cassandra: Writesstress-ng: Vector Shuffleliquid-dsp: 1 - 256 - 57ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2oidn: RTLightmap.hdr.4096x4096 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyvkpeak: fp32-scalarab30.32721.298593.84824.29890374.23123.465125.830914462.0220.861016703.271039311.126.041028641.1956.591109812.44486078.689551.79764.2676929178.434590.53273.0535.497523699.702.667734974.265.1436779.86211.983017.51249.4553116.268316.412.0309979.1797375933.9935.7391.092604156.720.622182273.35550.47342.2113467917.3153.954.260284300.80224.5134.0498609112.971.493342978232.736.692.98157289.321422109.847310.05170492.1669.13212.4375.44948660.19669.4125.93119590000669.18099.821403450002485856.072652462.62162.16472058.7052.590436.021.0616479.916.554.1670984.71779450003267.3115.75611157.73705297.9617.348900311.039.785.6615017343.49383.49107.8412.544115.97502050.4365.95173.9055.3928.1530.56731333775.59743.83555.93638.3729.658568.0491244.12357190000.911.37399496309.760.94154.5973.5218202.852240.0369.559312666.1928.918597.700.74514622.6297.42996242.81525368.3912.739.222967.52843.97333.1812613348.9317318.73.7369855.67692379.81517950034.8167.015295991078.73144.5310.031372.60410.24651.180137.94892.693233.962.3527147314.853.82293218725.51196.78434651650047.716.292892.0885.239.49039.3977.93387362495.574.7883816344.214.6720244.56174.21831036429.9359.1708882130.94111.6829.653.6616.237379550014028000091.1145989191.308.300911.6777218009.8828555050090.965.425030.539835.39612.61205.606232625830500264222431.22434290005.116.670.060.120.12268.3388.58534.323158.23683.021248610.70170.014173.0451253523.6928.461372033.181398883.014.491377833.4843.091455171.86624014.1712140.60614.67931153192.755684.53335.9128.978638650.513.246142229.614.3143752.37179.077220.726411.171998.714319.32.3883835.8517434156.1031.0140.948694562.470.709986310.94485.93387.1512006039.1460.494.773318466.50249.9930.9759394851.371.36922737483.306.153.23207877.701533355.117866.4182936.6874.13198.4170.464629287.79715.5827.68112205000628.363910.411328300002360589.102519916.10154.25862164.2050.082934.331.01295383.715.803.99231026.931855400003134.0415.11637041.62733269.7916.689246224.429.435.4715526243.84396.03104.4312.950215.48486807.4968.00033.7905.5527.3829.76031298988.31762.86569.60939.3128.962269.6181249.62365230000.931.34467485922.630.96157.6923.4542206.769235.5170.821312444.3328.464096.260.73478322.9398.751009840.28518308.2012.569.342929.91143.41933.601246407317116.793.6962864.99322404.81502350034.4866.38524660.181088.75143.2410.121384.76610.3361.170139.04752.672232.172.3352148388.793.85033241408.21195.48584682500048.016.192908.8785.269.43639.1777.51958872508.634.7636812170.8614.6069245.64304.19981040683.1358.9499391131.40511.6429.753.6716.197362050013995000090.9080095190.878.283211.6977108509.8688566400090.865.356430.566435.42612.62205.448626025812500264382431.01434275005.116.670.060.120.12268.33OpenBenchmarking.org

SQLite

Threads / Copies: 1

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 1ab20406080100SE +/- 0.86, N = 2SE +/- 0.19, N = 230.3388.591. (CC) gcc options: -O2 -lreadline -ltermcap -lz -lm

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Streamab816243240SE +/- 0.07, N = 2SE +/- 0.13, N = 221.3034.32

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Streamab20406080100SE +/- 0.32, N = 2SE +/- 0.22, N = 293.8558.24

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2ab0.96531.93062.89593.86124.8265SE +/- 0.02, N = 2SE +/- 0.01, N = 24.293.02MIN: 3.99 / MAX: 24.93MIN: 2.73 / MAX: 18.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5ab300K600K900K1200K1500KSE +/- 8374.42, N = 2SE +/- 25673.44, N = 2890374.231248610.701. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

SQLite

Threads / Copies: 2

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 2ab4080120160200SE +/- 24.93, N = 2SE +/- 1.42, N = 2123.47170.011. (CC) gcc options: -O2 -lreadline -ltermcap -lz -lm

SQLite

Threads / Copies: 4

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 4ab4080120160200SE +/- 17.49, N = 2SE +/- 0.50, N = 2125.83173.051. (CC) gcc options: -O2 -lreadline -ltermcap -lz -lm

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10ab300K600K900K1200K1500KSE +/- 45279.14, N = 2SE +/- 63299.47, N = 2914462.021253523.691. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: MMAPab714212835SE +/- 3.19, N = 2SE +/- 3.70, N = 220.8628.461. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5ab300K600K900K1200K1500KSE +/- 44860.53, N = 2SE +/- 39391.55, N = 21016703.271372033.181. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5ab300K600K900K1200K1500KSE +/- 43465.56, N = 2SE +/- 4729.88, N = 21039311.121398883.011. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetab246810SE +/- 0.02, N = 2SE +/- 0.02, N = 26.044.49MIN: 5.41 / MAX: 26.6MIN: 4.03 / MAX: 20.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10ab300K600K900K1200K1500KSE +/- 568.99, N = 2SE +/- 8107.22, N = 21028641.191377833.481. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: MEMFDab1326395265SE +/- 0.79, N = 2SE +/- 0.72, N = 256.5943.091. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10ab300K600K900K1200K1500KSE +/- 19181.49, N = 2SE +/- 18012.65, N = 21109812.441455171.861. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Stress-NG

Test: Futex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Futexab130K260K390K520K650KSE +/- 36419.89, N = 2SE +/- 57507.32, N = 2486078.68624014.171. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Forkingab3K6K9K12K15KSE +/- 301.28, N = 2SE +/- 1330.94, N = 29551.7912140.601. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Streamab160320480640800SE +/- 113.73, N = 2SE +/- 2.10, N = 2764.27614.68

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: CPU Cacheab200K400K600K800K1000KSE +/- 244998.38, N = 2SE +/- 138960.51, N = 2929178.431153192.751. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Cryptoab12002400360048006000SE +/- 47.72, N = 2SE +/- 96.10, N = 24590.535684.531. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: Zlib

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Zlibab70140210280350SE +/- 31.94, N = 2SE +/- 21.49, N = 2273.05335.911. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 12 - Input: Bosphorus 4Kab816243240SE +/- 0.91, N = 2SE +/- 0.81, N = 235.5028.981. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Stress-NG

Test: Hash

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Hashab140K280K420K560K700KSE +/- 38337.11, N = 2SE +/- 38690.57, N = 2523699.70638650.511. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Streamab0.73041.46082.19122.92163.652SE +/- 0.3971, N = 2SE +/- 0.0188, N = 22.66773.2461

Stress-NG

Test: Pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Pthreadab9K18K27K36K45KSE +/- 4732.28, N = 2SE +/- 4375.87, N = 234974.2642229.611. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3ab1.15652.3133.46954.6265.7825SE +/- 0.80, N = 2SE +/- 0.04, N = 25.144.31MIN: 4.05 / MAX: 26.81MIN: 4.05 / MAX: 20.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: SENDFILEab9K18K27K36K45KSE +/- 1669.87, N = 2SE +/- 1151.61, N = 236779.8643752.371. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Streamab50100150200250SE +/- 13.47, N = 2SE +/- 3.79, N = 2211.98179.08

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Streamab510152025SE +/- 2.36, N = 2SE +/- 3.12, N = 217.5120.73

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Streamab3691215SE +/- 0.6045, N = 2SE +/- 0.2364, N = 29.455311.1719

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Streamab306090120150SE +/- 15.66, N = 2SE +/- 14.87, N = 2116.2798.71

Stress-NG

Test: AVL Tree

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: AVL Treeab510152025SE +/- 0.05, N = 2SE +/- 0.15, N = 216.4119.301. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Streamab0.53741.07481.61222.14962.687SE +/- 0.0085, N = 2SE +/- 0.0327, N = 22.03092.3883

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Streamab2004006008001000SE +/- 0.29, N = 2SE +/- 13.19, N = 2979.18835.85

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Mallocab90K180K270K360K450KSE +/- 39637.02, N = 2SE +/- 46761.51, N = 2375933.99434156.101. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 8 - Input: Bosphorus 1080pab816243240SE +/- 0.87, N = 2SE +/- 2.58, N = 235.7431.011. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 4 - Input: Bosphorus 4Kab0.24570.49140.73710.98281.2285SE +/- 0.023, N = 2SE +/- 0.003, N = 21.0920.9481. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Stress-NG

Test: Mutex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Mutexab150K300K450K600K750KSE +/- 76155.40, N = 2SE +/- 20730.70, N = 2604156.72694562.471. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeab0.15970.31940.47910.63880.7985SE +/- 0.014296, N = 2SE +/- 0.025213, N = 20.6221820.709986

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 1.2.1Video Input: Summer Nature 1080pab70140210280350SE +/- 4.15, N = 2SE +/- 2.55, N = 2273.35310.941. (CC) gcc options: -pthread -lm

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500ab120240360480600550.47485.93MAX: 3020.53MAX: 2859.52

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500ab80160240320400342.21387.15MAX: 2349.14MAX: 2248.18

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500ab3M6M9M12M15M13467917.3112006039.14

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: NUMAab1428425670SE +/- 5.63, N = 2SE +/- 5.27, N = 253.9560.491. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 4 - Input: Bosphorus 1080pab1.07392.14783.22174.29565.3695SE +/- 0.495, N = 2SE +/- 0.109, N = 24.2604.7731. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Stress-NG

Test: Poll

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Pollab70K140K210K280K350KSE +/- 20478.34, N = 2SE +/- 23847.48, N = 2284300.80318466.501. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Atomicab50100150200250SE +/- 10.78, N = 2SE +/- 11.52, N = 2224.51249.991. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 13 - Input: Bosphorus 4Kab816243240SE +/- 2.10, N = 2SE +/- 2.71, N = 234.0530.981. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500ab2M4M6M8M10M8609112.979394851.37

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeab0.3360.6721.0081.3441.68SE +/- 0.09686, N = 2SE +/- 0.02805, N = 21.493341.36920

Stress-NG

Test: Fused Multiply-Add

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Fused Multiply-Addab600K1200K1800K2400K3000KSE +/- 63230.65, N = 2SE +/- 262560.86, N = 22978232.732737483.301. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2ab246810SE +/- 0.70, N = 2SE +/- 0.07, N = 26.696.15MIN: 5.6 / MAX: 28.58MIN: 5.65 / MAX: 26.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Streamab0.72721.45442.18162.90883.636SE +/- 0.0495, N = 2SE +/- 0.4116, N = 22.98153.2320

Stress-NG

Test: Vector Floating Point

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Vector Floating Pointab2K4K6K8K10KSE +/- 364.11, N = 2SE +/- 310.83, N = 27289.327877.701. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: Pipe

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Pipeab300K600K900K1200K1500KSE +/- 30380.48, N = 2SE +/- 131648.17, N = 21422109.841533355.111. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: CPU Stressab2K4K6K8K10KSE +/- 567.82, N = 2SE +/- 158.65, N = 27310.057866.401. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: IO_uring

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: IO_uringab40K80K120K160K200KSE +/- 2497.26, N = 2SE +/- 499.46, N = 2170492.16182936.681. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Glibc Qsort Data Sortingab1632486480SE +/- 5.90, N = 2SE +/- 3.74, N = 269.1374.131. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200ab50100150200250212.43198.41MAX: 2080.14MAX: 2427.81

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500ab2040608010075.4070.46MAX: 1528.52MAX: 1429.13

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500ab1.1M2.2M3.3M4.4M5.5M4948660.194629287.79

Stress-NG

Test: Cloning

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Cloningab150300450600750SE +/- 28.62, N = 2SE +/- 2.47, N = 2669.41715.581. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetab714212835SE +/- 0.19, N = 2SE +/- 0.03, N = 225.9327.68MIN: 23.82 / MAX: 45.07MIN: 24.92 / MAX: 47.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Liquid-DSP

Threads: 4 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 57ab30M60M90M120M150MSE +/- 6360000.00, N = 2SE +/- 3395000.00, N = 21195900001122050001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Streamab140280420560700SE +/- 12.84, N = 2SE +/- 79.47, N = 2669.18628.36

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mab3691215SE +/- 0.01, N = 2SE +/- 0.07, N = 29.8210.41MIN: 9.26 / MAX: 25.33MIN: 9.74 / MAX: 26.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Liquid-DSP

Threads: 8 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 57ab30M60M90M120M150MSE +/- 5615000.00, N = 2SE +/- 7270000.00, N = 21403450001328300001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Glibc C String Functionsab500K1000K1500K2000K2500KSE +/- 92139.37, N = 2SE +/- 158119.57, N = 22485856.072360589.101. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: System V Message Passingab600K1200K1800K2400K3000KSE +/- 119752.37, N = 2SE +/- 200089.21, N = 22652462.622519916.101. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Streamab4080120160200SE +/- 21.74, N = 2SE +/- 1.05, N = 2162.16154.26

Stress-NG

Test: Function Call

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Function Callab5001000150020002500SE +/- 96.37, N = 2SE +/- 40.41, N = 22058.702164.201. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeab1224364860SE +/- 0.59, N = 2SE +/- 0.02, N = 252.5950.08

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50ab816243240SE +/- 0.05, N = 2SE +/- 1.96, N = 236.0234.33MIN: 31.18 / MAX: 61.6MIN: 30.77 / MAX: 59.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeab0.23890.47780.71670.95561.1945SE +/- 0.011835, N = 2SE +/- 0.016867, N = 21.0616401.012953

libxsmm

M N K: 128

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 128ab20406080100SE +/- 4.60, N = 2SE +/- 4.10, N = 279.983.71. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdab48121620SE +/- 0.30, N = 2SE +/- 0.37, N = 216.5515.80MIN: 15.48 / MAX: 37.44MIN: 13.81 / MAX: 36.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon Objab0.93761.87522.81283.75044.688SE +/- 0.0272, N = 2SE +/- 0.1882, N = 24.16703.9923MIN: 3.5 / MAX: 5.07MIN: 3.51 / MAX: 5.03

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500ab2004006008001000984.701026.93MAX: 4944.15MAX: 6211.26

Liquid-DSP

Threads: 8 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 32ab40M80M120M160M200MSE +/- 11475000.00, N = 2SE +/- 5480000.00, N = 21779450001855400001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Stress-NG

Test: x86_64 RdRand

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: x86_64 RdRandab7001400210028003500SE +/- 13.37, N = 2SE +/- 68.45, N = 23267.313134.041. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200ab4812162015.7515.11MAX: 1425.54MAX: 1458.64

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500ab140K280K420K560K700K611157.73637041.62

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Context Switchingab160K320K480K640K800KSE +/- 53162.51, N = 2SE +/- 16234.88, N = 2705297.96733269.791. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200ab4812162017.3416.68MAX: 866.08MAX: 1251.48

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200ab2M4M6M8M10M8900311.039246224.42

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0ab3691215SE +/- 0.65, N = 2SE +/- 0.02, N = 29.789.43MIN: 8.38 / MAX: 32.56MIN: 8.62 / MAX: 26.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetab1.27352.5473.82055.0946.3675SE +/- 0.20, N = 2SE +/- 0.04, N = 25.665.47MIN: 5.23 / MAX: 24.86MIN: 5.21 / MAX: 24.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200ab3M6M9M12M15M15017343.4915526243.84

Stress-NG

Test: Matrix 3D Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Matrix 3D Mathab90180270360450SE +/- 5.36, N = 2SE +/- 6.17, N = 2383.49396.031. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200ab20406080100107.84104.43MAX: 1809.87MAX: 2007.51

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Streamab3691215SE +/- 1.68, N = 2SE +/- 0.10, N = 212.5412.95

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdab48121620SE +/- 0.47, N = 2SE +/- 0.84, N = 215.9715.48MIN: 13.93 / MAX: 35.68MIN: 13.66 / MAX: 36.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Memcached

Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10ab110K220K330K440K550KSE +/- 9547.84, N = 2SE +/- 4490.17, N = 2502050.43486807.491. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Streamab1530456075SE +/- 6.09, N = 2SE +/- 7.55, N = 265.9568.00

VVenC

Video Input: Bosphorus 1080p - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: Fastab0.87861.75722.63583.51444.393SE +/- 0.015, N = 2SE +/- 0.042, N = 23.9053.7901. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

NCNN

Target: CPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetab1.24882.49763.74644.99526.244SE +/- 0.04, N = 2SE +/- 0.16, N = 25.395.55MIN: 5.09 / MAX: 24.31MIN: 5.23 / MAX: 25.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetab714212835SE +/- 0.19, N = 2SE +/- 0.57, N = 228.1527.38MIN: 26.87 / MAX: 48.42MIN: 24.23 / MAX: 47.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Streamab714212835SE +/- 2.83, N = 2SE +/- 3.30, N = 230.5729.76

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500ab300K600K900K1200K1500K1333775.591298988.31

Stress-NG

Test: Floating Point

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Floating Pointab160320480640800SE +/- 25.00, N = 2SE +/- 25.67, N = 2743.83762.861. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.15Time To Compileab120240360480600SE +/- 1.14, N = 2SE +/- 4.22, N = 2555.94569.61

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyab918273645SE +/- 0.08, N = 2SE +/- 0.83, N = 238.3739.31MIN: 36.54 / MAX: 54.65MIN: 36.44 / MAX: 59.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Streamab714212835SE +/- 2.87, N = 2SE +/- 2.67, N = 229.6628.96

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Streamab1530456075SE +/- 6.60, N = 2SE +/- 6.42, N = 268.0569.62

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 1.2.1Video Input: Chimera 1080pab50100150200250SE +/- 2.76, N = 2SE +/- 1.95, N = 2244.12249.621. (CC) gcc options: -pthread -lm

Liquid-DSP

Threads: 8 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 512ab8M16M24M32M40MSE +/- 3468000.00, N = 2SE +/- 2570000.00, N = 235719000365230001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaceab0.20930.41860.62790.83721.0465SE +/- 0.01, N = 2SE +/- 0.00, N = 20.910.93MIN: 0.78 / MAX: 3.03MIN: 0.8 / MAX: 3.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeab0.30910.61820.92731.23641.5455SE +/- 0.00084, N = 2SE +/- 0.00287, N = 21.373991.34467

Memcached

Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100ab110K220K330K440K550KSE +/- 10780.90, N = 2SE +/- 14781.65, N = 2496309.76485922.631. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefaceab0.2160.4320.6480.8641.08SE +/- 0.00, N = 2SE +/- 0.01, N = 20.940.96MIN: 0.86 / MAX: 3.07MIN: 0.8 / MAX: 3.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 12 - Input: Bosphorus 1080pab306090120150SE +/- 0.24, N = 2SE +/- 0.70, N = 2154.60157.691. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: Crownab0.79241.58482.37723.16963.962SE +/- 0.0068, N = 2SE +/- 0.0668, N = 23.52183.4542MIN: 2.81 / MAX: 4.3MIN: 2.82 / MAX: 4.4

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 13 - Input: Bosphorus 1080pab50100150200250SE +/- 0.66, N = 2SE +/- 0.84, N = 2202.85206.771. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

NCNN

Target: Vulkan GPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerab50100150200250SE +/- 3.20, N = 2SE +/- 3.18, N = 2240.03235.51MIN: 196.33 / MAX: 300.62MIN: 187.15 / MAX: 291.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Neural Magic DeepSparse

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Streamab1632486480SE +/- 5.54, N = 2SE +/- 6.64, N = 269.5670.82

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Vector Mathab3K6K9K12K15KSE +/- 425.64, N = 2SE +/- 913.67, N = 212666.1912444.331. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Neural Magic DeepSparse

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Streamab714212835SE +/- 2.30, N = 2SE +/- 2.67, N = 228.9228.46

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16ab20406080100SE +/- 0.23, N = 2SE +/- 0.11, N = 297.7096.26MIN: 94.39 / MAX: 117.31MIN: 93.43 / MAX: 114.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeab0.16770.33540.50310.67080.8385SE +/- 0.009807, N = 2SE +/- 0.008961, N = 20.7451460.734783

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200ab51015202522.6222.93MAX: 1174.88MAX: 1216.89

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16ab20406080100SE +/- 0.26, N = 2SE +/- 2.34, N = 297.4298.75MIN: 94.57 / MAX: 115.91MIN: 90.66 / MAX: 1242.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500ab200K400K600K800K1000K996242.811009840.28

Memcached

Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:5ab110K220K330K440K550KSE +/- 12286.93, N = 2SE +/- 13966.62, N = 2525368.39518308.201. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18ab3691215SE +/- 0.04, N = 2SE +/- 0.04, N = 212.7312.56MIN: 11.94 / MAX: 28.78MIN: 11.83 / MAX: 29.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0ab3691215SE +/- 0.07, N = 2SE +/- 0.02, N = 29.229.34MIN: 8.52 / MAX: 24.96MIN: 8.61 / MAX: 25.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix Makefilesab6001200180024003000SE +/- 45.61, N = 2SE +/- 7.61, N = 22967.532929.91

Z3 Theorem Prover

SMT File: 1.smt2

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 1.smt2ab1020304050SE +/- 0.05, N = 2SE +/- 0.18, N = 243.9743.421. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50ab816243240SE +/- 0.55, N = 2SE +/- 1.36, N = 233.1833.60MIN: 31.12 / MAX: 58.5MIN: 30.7 / MAX: 59.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200ab3M6M9M12M15M12613348.9312464073.00

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Matrix Mathab4K8K12K16K20KSE +/- 1025.15, N = 2SE +/- 854.63, N = 217318.7017116.791. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Crownab0.84081.68162.52243.36324.204SE +/- 0.0660, N = 2SE +/- 0.1040, N = 23.73693.6962MIN: 3.08 / MAX: 4.7MIN: 3.06 / MAX: 4.78

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streamab2004006008001000SE +/- 75.66, N = 2SE +/- 86.04, N = 2855.68864.99

QuantLib

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.30ab5001000150020002500SE +/- 210.20, N = 2SE +/- 234.25, N = 22379.82404.81. (CXX) g++ options: -O3 -march=native -fPIE -pie

Liquid-DSP

Threads: 2 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 512ab3M6M9M12M15MSE +/- 158500.00, N = 2SE +/- 149500.00, N = 215179500150235001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500ab81624324034.8134.48MAX: 1426.89MAX: 1495.07

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 1.2.1Video Input: Summer Nature 4Kab1530456075SE +/- 0.31, N = 2SE +/- 2.35, N = 267.0166.381. (CC) gcc options: -pthread -lm

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200ab110K220K330K440K550K529599.00524660.18

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Memory Copyingab2004006008001000SE +/- 40.86, N = 2SE +/- 40.05, N = 21078.731088.751. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200ab306090120150144.53143.24MAX: 1992.27MAX: 2073.51

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mab3691215SE +/- 0.14, N = 2SE +/- 0.04, N = 210.0310.12MIN: 8.93 / MAX: 25.51MIN: 9.48 / MAX: 25.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To Compileab30060090012001500SE +/- 0.29, N = 2SE +/- 12.96, N = 21372.601384.77

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Streamab3691215SE +/- 1.04, N = 2SE +/- 1.15, N = 210.2510.34

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fastab0.26550.5310.79651.0621.3275SE +/- 0.013, N = 2SE +/- 0.013, N = 21.1801.1701. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Streamab306090120150SE +/- 15.16, N = 2SE +/- 17.32, N = 2137.95139.05

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fasterab0.60591.21181.81772.42363.0295SE +/- 0.052, N = 2SE +/- 0.045, N = 22.6932.6721. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

NCNN

Target: CPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerab50100150200250SE +/- 0.17, N = 2SE +/- 5.04, N = 2233.96232.17MIN: 196.52 / MAX: 292.9MIN: 187.55 / MAX: 291.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streamab0.52941.05881.58822.11762.647SE +/- 0.2053, N = 2SE +/- 0.2323, N = 22.35272.3352

Stress-NG

Test: Wide Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Wide Vector Mathab30K60K90K120K150KSE +/- 2993.76, N = 2SE +/- 3329.63, N = 2147314.85148388.791. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: Asian Dragon Objab0.86631.73262.59893.46524.3315SE +/- 0.0521, N = 2SE +/- 0.0122, N = 23.82293.8503MIN: 3.19 / MAX: 4.76MIN: 3.22 / MAX: 4.83

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Semaphoresab700K1400K2100K2800K3500KSE +/- 287315.12, N = 2SE +/- 70160.30, N = 23218725.513241408.211. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Streamab4080120160200SE +/- 20.06, N = 2SE +/- 21.75, N = 2196.78195.49

Liquid-DSP

Threads: 1 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 32ab10M20M30M40M50MSE +/- 451500.00, N = 2SE +/- 77000.00, N = 246516500468250001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

libxsmm

M N K: 32

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 32ab1122334455SE +/- 0.35, N = 2SE +/- 0.55, N = 247.748.01. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetab48121620SE +/- 0.00, N = 2SE +/- 0.01, N = 216.2916.19MIN: 14.94 / MAX: 33.61MIN: 14.91 / MAX: 32.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Ninjaab6001200180024003000SE +/- 4.75, N = 2SE +/- 4.95, N = 22892.092908.88

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetab1.18352.3673.55054.7345.9175SE +/- 0.81, N = 2SE +/- 0.78, N = 25.235.26MIN: 4.05 / MAX: 26.68MIN: 4.06 / MAX: 22.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 8 - Input: Bosphorus 4Kab3691215SE +/- 0.307, N = 2SE +/- 1.160, N = 29.4909.4361. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyab918273645SE +/- 1.02, N = 2SE +/- 1.11, N = 239.3939.17MIN: 36.4 / MAX: 60.27MIN: 36.39 / MAX: 59.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Xonotic

Resolution: 1920 x 1080 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: Ultraab20406080100SE +/- 0.16, N = 2SE +/- 0.41, N = 277.9377.52MIN: 34 / MAX: 120MIN: 32 / MAX: 120

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Socket Activityab5001000150020002500SE +/- 249.85, N = 2SE +/- 271.08, N = 22495.572508.631. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragonab1.07742.15483.23224.30965.387SE +/- 0.0697, N = 2SE +/- 0.0364, N = 24.78834.7636MIN: 4.05 / MAX: 5.89MIN: 4.05 / MAX: 5.98

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200ab200K400K600K800K1000K816344.20812170.86

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Streamab48121620SE +/- 1.61, N = 2SE +/- 1.82, N = 214.6714.61

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Streamab50100150200250SE +/- 31.56, N = 2SE +/- 32.45, N = 2244.56245.64

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: Asian Dragonab0.94911.89822.84733.79644.7455SE +/- 0.0414, N = 2SE +/- 0.0239, N = 24.21834.1998MIN: 3.54 / MAX: 5.31MIN: 3.54 / MAX: 5.43

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200ab200K400K600K800K1000K1036429.931040683.13

Xonotic

Resolution: 1920 x 1080 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: Ultimateab1326395265SE +/- 0.07, N = 2SE +/- 0.06, N = 259.1758.95MIN: 24 / MAX: 94MIN: 24 / MAX: 94

Z3 Theorem Prover

SMT File: 2.smt2

OpenBenchmarking.orgSeconds, Fewer Is BetterZ3 Theorem Prover 4.12.1SMT File: 2.smt2ab306090120150SE +/- 0.11, N = 2SE +/- 0.05, N = 2130.94131.411. (CXX) g++ options: -lpthread -std=c++17 -fvisibility=hidden -mfpmath=sse -msse -msse2 -O3 -fPIC

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetab3691215SE +/- 0.06, N = 2SE +/- 0.07, N = 211.6811.64MIN: 10.92 / MAX: 27.91MIN: 10.99 / MAX: 27.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500ab71421283529.6529.75MAX: 1193.78MAX: 1271.26

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2ab0.82581.65162.47743.30324.129SE +/- 0.63, N = 2SE +/- 0.62, N = 23.663.67MIN: 2.74 / MAX: 16.28MIN: 2.75 / MAX: 19.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetab48121620SE +/- 0.08, N = 2SE +/- 0.10, N = 216.2316.19MIN: 15.01 / MAX: 32.85MIN: 14.97 / MAX: 32.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Liquid-DSP

Threads: 2 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 57ab16M32M48M64M80MSE +/- 128500.00, N = 2SE +/- 620500.00, N = 273795500736205001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 4 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 32ab30M60M90M120M150MSE +/- 2650000.00, N = 2SE +/- 2610000.00, N = 21402800001399500001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Xonotic

Resolution: 1920 x 1080 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: Highab20406080100SE +/- 0.04, N = 2SE +/- 0.32, N = 291.1190.91MIN: 39 / MAX: 130MIN: 38 / MAX: 130

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 1.2.1Video Input: Chimera 1080p 10-bitab4080120160200SE +/- 19.41, N = 2SE +/- 12.81, N = 2191.30190.871. (CC) gcc options: -pthread -lm

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Streamab246810SE +/- 1.0816, N = 2SE +/- 1.0939, N = 28.30098.2832

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetab3691215SE +/- 0.03, N = 2SE +/- 0.04, N = 211.6711.69MIN: 11.06 / MAX: 27.75MIN: 10.95 / MAX: 28.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Liquid-DSP

Threads: 1 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 512ab1.7M3.4M5.1M6.8M8.5MSE +/- 8100.00, N = 2SE +/- 20850.00, N = 2772180077108501. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

VVenC

Video Input: Bosphorus 1080p - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: Fasterab3691215SE +/- 0.090, N = 2SE +/- 0.603, N = 29.8829.8681. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Liquid-DSP

Threads: 2 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 32ab20M40M60M80M100MSE +/- 873500.00, N = 2SE +/- 1161000.00, N = 285550500856640001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

libxsmm

M N K: 64

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64ab20406080100SE +/- 4.45, N = 2SE +/- 4.80, N = 290.990.81. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Streamab1530456075SE +/- 0.37, N = 2SE +/- 0.29, N = 265.4365.36

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Streamab714212835SE +/- 0.17, N = 2SE +/- 0.13, N = 230.5430.57

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.4WAV To Opus Encodeab816243240SE +/- 0.10, N = 2SE +/- 0.06, N = 235.4035.431. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18ab3691215SE +/- 0.04, N = 2SE +/- 0.11, N = 212.6112.62MIN: 11.89 / MAX: 29.06MIN: 11.83 / MAX: 28.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Xonotic

Resolution: 1920 x 1080 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: Lowab50100150200250SE +/- 0.72, N = 2SE +/- 0.60, N = 2205.61205.45MIN: 99 / MAX: 336MIN: 95 / MAX: 334

Liquid-DSP

Threads: 4 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 512ab6M12M18M24M30MSE +/- 466500.00, N = 2SE +/- 478500.00, N = 225830500258125001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.1.3Test: Writesab6K12K18K24K30KSE +/- 149.00, N = 2SE +/- 71.50, N = 22642226438

Stress-NG

Test: Vector Shuffle

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.10Test: Vector Shuffleab5001000150020002500SE +/- 33.39, N = 2SE +/- 17.07, N = 22431.222431.011. (CXX) g++ options: -lm -laio -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lpthread -lrt -lsctp -lz

Liquid-DSP

Threads: 1 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 57ab9M18M27M36M45MSE +/- 225000.00, N = 2SE +/- 154500.00, N = 243429000434275001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3ab1.14982.29963.44944.59925.749SE +/- 0.77, N = 2SE +/- 0.80, N = 25.115.11MIN: 4.07 / MAX: 20.14MIN: 4.05 / MAX: 26.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2ab246810SE +/- 0.67, N = 2SE +/- 0.65, N = 26.676.67MIN: 5.54 / MAX: 27.83MIN: 5.58 / MAX: 27.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RTLightmap.hdr.4096x4096 - Device: CPU-Onlyab0.01350.0270.04050.0540.0675SE +/- 0.00, N = 2SE +/- 0.00, N = 20.060.06

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Onlyab0.0270.0540.0810.1080.135SE +/- 0.00, N = 2SE +/- 0.00, N = 20.120.12

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Onlyab0.0270.0540.0810.1080.135SE +/- 0.00, N = 2SE +/- 0.00, N = 20.120.12

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-scalarab60120180240300SE +/- 0.00, N = 2SE +/- 0.01, N = 2268.33268.33

Phoronix Test Suite v10.8.5