Linux Kernel Benchmarks Threadripper 7980X

AMD Ryzen Threadripper 7980X Linux 6.7 kernel benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2311225-NE-LINUXKERN42&grr.

Linux Kernel Benchmarks Threadripper 7980XProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionLinux 6.5.11Linux 6.6.1Linux 6.7-rc2AMD Ryzen Threadripper 7980X 64-Cores @ 8.21GHz (64 Cores / 128 Threads)ASUS Pro WS TRX50-SAGE WIFI (0217 BIOS)AMD Device 14a4128GB1000GB Western Digital WDS100T1X0E-00AFY0AMD Radeon RX 7900 XT 20GB (2025/1249MHz)Realtek ALC1220ASUS MG28UAquantia Device 04c0 + Intel I226-LM + MEDIATEK MT7922 802.11ax PCIUbuntu 23.106.5.11-060511-generic (x86_64)GNOME Shell 45.0X Server 1.21.1.7 + Wayland4.6 Mesa 23.2.1-1ubuntu3 (LLVM 15.0.7 DRM 3.54)GCC 13.2.0ext43840x21606.6.1-060601-generic (x86_64)6.7.0-060700rc2-generic (x86_64)4.6 Mesa 23.2.1-1ubuntu3 (LLVM 15.0.7 DRM 3.56)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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,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-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/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 Processor Details- Scaling Governor: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xa108105Python Details- Python 3.11.6Security Details- Linux 6.5.11: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Linux 6.6.1: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Linux 6.7-rc2: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Linux Kernel Benchmarks Threadripper 7980Xtidb: oltp_point_select - 128tidb: oltp_update_non_index - 128tidb: oltp_read_write - 128pgbench: 100 - 1000 - Read Write - Average Latencypgbench: 100 - 1000 - Read Writetidb: oltp_update_index - 128openradioss: Chrysler Neon 1Mtensorflow: CPU - 256 - ResNet-50rodinia: OpenMP HotSpot3Dopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUrocksdb: Read Rand Write Randmemtier-benchmark: Redis - 100 - 1:5clickhouse: 100M Rows Hits Dataset, Third Runclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheblender: Barbershop - CPU-Onlymemtier-benchmark: Redis - 50 - 1:10pgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Onlymemtier-benchmark: Redis - 100 - 1:10nginx: 1000nginx: 500tensorflow: CPU - 64 - ResNet-50redis: SET - 500v-ray: CPUredis: GET - 50memtier-benchmark: Redis - 50 - 1:5memcached: 1:100memcached: 1:10vvenc: Bosphorus 4K - Fastredis: GET - 500openvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUindigobench: CPU - Bedroomopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUrodinia: OpenMP Leukocyteindigobench: CPU - Supercaropenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUrocksdb: Update Randrocksdb: Read While Writingrocksdb: Rand Readblender: Pabellon Barcelona - CPU-Onlytensorflow: CPU - 32 - ResNet-50blender: Classroom - CPU-Onlytensorflow: CPU - 16 - ResNet-50vvenc: Bosphorus 4K - Fasternpb: SP.Crodinia: OpenMP LavaMDcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingnpb: EP.Dsvt-av1: Preset 4 - Bosphorus 4Knpb: BT.Cuvg266: Bosphorus 4K - Slowredis: SET - 50blender: Fishy Cat - CPU-Onlysvt-av1: Preset 8 - Bosphorus 4Kuvg266: Bosphorus 4K - Mediumopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeblender: BMW27 - CPU-Onlykvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumnamd: ATPase Simulation - 327,506 Atomsnpb: LU.Cnpb: IS.Dsvt-av1: Preset 12 - Bosphorus 4Knpb: FT.Cuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastkvazaar: Bosphorus 4K - Very Fastnpb: EP.Cnpb: CG.Csvt-av1: Preset 13 - Bosphorus 4Krodinia: OpenMP CFD Solvernpb: SP.Bnpb: MG.Crodinia: OpenMP StreamclusterLinux 6.5.11Linux 6.6.1Linux 6.7-rc21753694275311817834.5092902227192302.6993.2255.51334.06939.3532298714146060.91392.24393.09372.58158.124087083.950.24740469164230138.29221239.83229239.0981.443574783.92942045070994.54148754.058871179.666893541.049.3844630742.7733.5743.4816.465374.0785.2926.11636.364148.25215.61147.85216.1882.58387.016.954598.8420.511557.654.0215872.740.36122162.2034.241867.690.5193058.2729.592161.016.205150.2716.341953.4214.514403.552.8511188.087.338722.19624284875372245363313453.2371.0742.8956.0616.54645105.9229.8145728484000969743.357.350127752.0826.164051356.2521.95123.38529.5638.87190321.52928516.9135.6536.720.26522151244.692454.81213.24554457.0473.8876.3477.9981.817413.4625219.21215.5915.59096376.5551405.134.1421774924021011570133.2993013425012305.5292.7655.07936.01887.2731580214004316.56391.96387.04369.10158.103920454.930.26338065424123682.24329453.23334338.0481.403536084.02933985172665.63966972.329107304.976873621.139.3524512541.7734.5043.3116.426374.4985.2026.63736.316148.92214.31148.84214.4582.74385.097.354266.0620.601544.894.4113698.550.36116287.5634.381848.900.591411.8830.812062.996.354931.2816.981872.3914.634319.393.199432.477.578087.38629847739014345862039752.8071.3943.0356.1616.49545157.0129.4775700574131659991.907.323127915.7626.244020968.9222.08124.13529.6438.66975721.01928116.9435.7236.970.26599152852.832488.02225.11054460.1473.4575.1576.9582.157943.3625780.31225.1915.06597720.7152021.314.1311778943927111478533.8452963924189303.4292.7356.35932.54980.3231932213956813.57388.37394.14375.97158.033922843.550.26437970564103259.74324027.29336249.7381.343463325.48936475138387.83885914.059189255.396920394.519.3494365520.62734.0143.3916.456373.7085.4226.56136.499148.88214.38149.08214.0982.72385.267.334272.3420.691537.054.3913769.220.35116528.9134.301852.810.4992003.3530.692070.326.344940.9616.921878.7414.594333.433.189455.847.568103.01618065756766545874735052.9070.9642.9456.4616.51945258.9329.9215740784155399878.867.332128229.4426.244012674.0021.90123.67429.5837.83248321.19130416.9435.7336.900.26460153052.362494.33221.02454409.4873.6175.5277.3182.088184.3825725.11219.9265.03296716.4252076.684.129OpenBenchmarking.org

TiDB Community Server

Test: oltp_point_select - Threads: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_point_select - Threads: 128Linux 6.5.11Linux 6.6.1Linux 6.7-rc240K80K120K160K200KSE +/- 2673.31, N = 9SE +/- 985.41, N = 3SE +/- 749.34, N = 3175369177492177894

TiDB Community Server

Test: oltp_update_non_index - Threads: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_update_non_index - Threads: 128Linux 6.5.11Linux 6.6.1Linux 6.7-rc29K18K27K36K45KSE +/- 52.75, N = 3SE +/- 213.78, N = 3SE +/- 226.51, N = 3427534021039271

TiDB Community Server

Test: oltp_read_write - Threads: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_read_write - Threads: 128Linux 6.5.11Linux 6.6.1Linux 6.7-rc230K60K90K120K150KSE +/- 239.85, N = 3SE +/- 235.02, N = 3SE +/- 740.28, N = 3118178115701114785

PostgreSQL

Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average LatencyLinux 6.5.11Linux 6.6.1Linux 6.7-rc2816243240SE +/- 0.41, N = 12SE +/- 0.58, N = 12SE +/- 0.56, N = 1234.5133.3033.851. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 1000 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read WriteLinux 6.5.11Linux 6.6.1Linux 6.7-rc26K12K18K24K30KSE +/- 345.65, N = 12SE +/- 537.19, N = 12SE +/- 509.92, N = 122902230134296391. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

TiDB Community Server

Test: oltp_update_index - Threads: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_update_index - Threads: 128Linux 6.5.11Linux 6.6.1Linux 6.7-rc26K12K18K24K30KSE +/- 237.29, N = 2SE +/- 223.13, N = 3SE +/- 109.56, N = 3271922501224189

OpenRadioss

Model: Chrysler Neon 1M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Chrysler Neon 1MLinux 6.5.11Linux 6.6.1Linux 6.7-rc270140210280350SE +/- 0.07, N = 3SE +/- 0.54, N = 3SE +/- 0.33, N = 3302.69305.52303.42

TensorFlow

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50Linux 6.5.11Linux 6.6.1Linux 6.7-rc220406080100SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 393.2292.7692.73

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DLinux 6.5.11Linux 6.6.1Linux 6.7-rc21326395265SE +/- 0.62, N = 15SE +/- 0.51, N = 15SE +/- 0.48, N = 1555.5155.0856.361. (CXX) g++ options: -O2 -lOpenCL

OpenVINO

Model: Road Segmentation ADAS FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2816243240SE +/- 0.32, N = 15SE +/- 0.38, N = 15SE +/- 0.15, N = 334.0636.0132.54MIN: 11.93 / MAX: 84.45MIN: 12.12 / MAX: 84.75MIN: 11.68 / MAX: 59.751. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Road Segmentation ADAS FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc22004006008001000SE +/- 8.78, N = 15SE +/- 9.53, N = 15SE +/- 4.43, N = 3939.35887.27980.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomLinux 6.5.11Linux 6.6.1Linux 6.7-rc2700K1400K2100K2800K3500KSE +/- 23967.09, N = 11SE +/- 29011.34, N = 15SE +/- 37694.22, N = 33229871315802131932211. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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: 1:5Linux 6.5.11Linux 6.6.1Linux 6.7-rc2900K1800K2700K3600K4500KSE +/- 26907.29, N = 15SE +/- 41902.97, N = 5SE +/- 45289.48, N = 44146060.914004316.563956813.571. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunLinux 6.5.11Linux 6.6.1Linux 6.7-rc290180270360450SE +/- 5.91, N = 3SE +/- 2.57, N = 3SE +/- 2.81, N = 3392.24391.96388.37MIN: 36.76 / MAX: 7500MIN: 37.24 / MAX: 6666.67MIN: 35.13 / MAX: 5000

ClickHouse

100M Rows Hits Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunLinux 6.5.11Linux 6.6.1Linux 6.7-rc290180270360450SE +/- 2.05, N = 3SE +/- 6.54, N = 3SE +/- 5.10, N = 3393.09387.04394.14MIN: 37.45 / MAX: 5454.55MIN: 37.43 / MAX: 5454.55MIN: 35.57 / MAX: 6666.67

ClickHouse

100M Rows Hits Dataset, First Run / Cold Cache

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheLinux 6.5.11Linux 6.6.1Linux 6.7-rc280160240320400SE +/- 4.31, N = 3SE +/- 2.14, N = 3SE +/- 3.37, N = 3372.58369.10375.97MIN: 25.49 / MAX: 5454.55MIN: 25.21 / MAX: 5454.55MIN: 23.45 / MAX: 5454.55

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: CPU-OnlyLinux 6.5.11Linux 6.6.1Linux 6.7-rc2306090120150SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 0.24, N = 3158.12158.10158.03

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: 1:10Linux 6.5.11Linux 6.6.1Linux 6.7-rc2900K1800K2700K3600K4500KSE +/- 18637.96, N = 3SE +/- 25818.24, N = 3SE +/- 25156.00, N = 154087083.953920454.933922843.551. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

PostgreSQL

Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average LatencyLinux 6.5.11Linux 6.6.1Linux 6.7-rc20.05940.11880.17820.23760.297SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2470.2630.2641. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 1000 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlyLinux 6.5.11Linux 6.6.1Linux 6.7-rc2900K1800K2700K3600K4500KSE +/- 4031.22, N = 3SE +/- 12301.49, N = 3SE +/- 20992.25, N = 34046916380654237970561. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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: 1:10Linux 6.5.11Linux 6.6.1Linux 6.7-rc2900K1800K2700K3600K4500KSE +/- 14487.30, N = 3SE +/- 35671.91, N = 8SE +/- 14092.08, N = 34230138.294123682.244103259.741. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

nginx

Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000Linux 6.5.11Linux 6.6.1Linux 6.7-rc270K140K210K280K350KSE +/- 539.33, N = 3SE +/- 825.27, N = 3SE +/- 899.56, N = 3221239.83329453.23324027.291. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Linux 6.5.11Linux 6.6.1Linux 6.7-rc270K140K210K280K350KSE +/- 556.54, N = 3SE +/- 526.30, N = 3SE +/- 428.33, N = 3229239.09334338.04336249.731. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

TensorFlow

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50Linux 6.5.11Linux 6.6.1Linux 6.7-rc220406080100SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 381.4481.4081.34

Redis

Test: SET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500Linux 6.5.11Linux 6.6.1Linux 6.7-rc2800K1600K2400K3200K4000KSE +/- 15919.08, N = 3SE +/- 30923.24, N = 15SE +/- 36901.42, N = 153574783.923536084.023463325.481. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc220K40K60K80K100KSE +/- 122.98, N = 3SE +/- 542.65, N = 3SE +/- 257.94, N = 3942049339893647

Redis

Test: GET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50Linux 6.5.11Linux 6.6.1Linux 6.7-rc21.1M2.2M3.3M4.4M5.5MSE +/- 44939.55, N = 15SE +/- 44427.20, N = 8SE +/- 51320.51, N = 155070994.55172665.65138387.81. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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: 1:5Linux 6.5.11Linux 6.6.1Linux 6.7-rc2900K1800K2700K3600K4500KSE +/- 7565.44, N = 3SE +/- 24135.06, N = 3SE +/- 6652.29, N = 34148754.053966972.323885914.051. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Memcached

Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100Linux 6.5.11Linux 6.6.1Linux 6.7-rc22M4M6M8M10MSE +/- 47055.37, N = 3SE +/- 114832.50, N = 3SE +/- 40104.39, N = 38871179.669107304.979189255.391. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Memcached

Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10Linux 6.5.11Linux 6.6.1Linux 6.7-rc21.5M3M4.5M6M7.5MSE +/- 9983.74, N = 3SE +/- 8234.86, N = 3SE +/- 27325.44, N = 36893541.046873621.136920394.511. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastLinux 6.5.11Linux 6.6.1Linux 6.7-rc23691215SE +/- 0.080, N = 3SE +/- 0.079, N = 3SE +/- 0.084, N = 39.3849.3529.3491. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

Redis

Test: GET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500Linux 6.5.11Linux 6.6.1Linux 6.7-rc21000K2000K3000K4000K5000KSE +/- 26983.75, N = 3SE +/- 40269.92, N = 15SE +/- 91167.93, N = 154630742.704512541.704365520.621. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2160320480640800SE +/- 0.34, N = 3SE +/- 0.39, N = 3SE +/- 0.77, N = 3733.57734.50734.01MIN: 649.39 / MAX: 800.12MIN: 617.23 / MAX: 793.79MIN: 628.8 / MAX: 797.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc21020304050SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 343.4843.3143.391. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomLinux 6.5.11Linux 6.6.1Linux 6.7-rc248121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 316.4716.4316.46

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc280160240320400SE +/- 0.27, N = 3SE +/- 0.27, N = 3SE +/- 0.33, N = 3374.07374.49373.70MIN: 323.11 / MAX: 388.92MIN: 319.13 / MAX: 388.08MIN: 347.28 / MAX: 394.081. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc220406080100SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 385.2985.2085.421. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteLinux 6.5.11Linux 6.6.1Linux 6.7-rc2612182430SE +/- 0.24, N = 3SE +/- 0.21, N = 15SE +/- 0.22, N = 326.1226.6426.561. (CXX) g++ options: -O2 -lOpenCL

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarLinux 6.5.11Linux 6.6.1Linux 6.7-rc2816243240SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 336.3636.3236.50

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2306090120150SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.33, N = 3148.25148.92148.88MIN: 72.66 / MAX: 203.85MIN: 57.11 / MAX: 203.85MIN: 59.78 / MAX: 208.11. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc250100150200250SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.47, N = 3215.61214.31214.381. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2306090120150SE +/- 0.13, N = 3SE +/- 0.24, N = 3SE +/- 0.24, N = 3147.85148.84149.08MIN: 47.23 / MAX: 203.87MIN: 68.97 / MAX: 210.06MIN: 79.56 / MAX: 205.561. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc250100150200250SE +/- 0.19, N = 3SE +/- 0.36, N = 3SE +/- 0.35, N = 3216.18214.45214.091. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc220406080100SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 382.5882.7482.72MIN: 34.87 / MAX: 114.1MIN: 38.04 / MAX: 113.57MIN: 44.94 / MAX: 114.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc280160240320400SE +/- 0.07, N = 3SE +/- 0.89, N = 3SE +/- 0.42, N = 3387.01385.09385.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 36.957.357.33MIN: 4.18 / MAX: 29.4MIN: 4 / MAX: 35.87MIN: 3.98 / MAX: 21.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc210002000300040005000SE +/- 17.78, N = 3SE +/- 7.67, N = 3SE +/- 12.73, N = 34598.844266.064272.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 320.5120.6020.69MIN: 10.53 / MAX: 39.17MIN: 9.7 / MAX: 44.33MIN: 10.43 / MAX: 43.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc230060090012001500SE +/- 1.90, N = 3SE +/- 2.64, N = 3SE +/- 4.84, N = 31557.651544.891537.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc20.99231.98462.97693.96924.9615SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.024.414.39MIN: 2.54 / MAX: 31.4MIN: 1.98 / MAX: 29.22MIN: 2.04 / MAX: 27.11. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc23K6K9K12K15KSE +/- 3.73, N = 3SE +/- 8.32, N = 3SE +/- 1.97, N = 315872.7413698.5513769.221. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc20.0810.1620.2430.3240.405SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.360.360.35MIN: 0.17 / MAX: 26.26MIN: 0.18 / MAX: 28.03MIN: 0.18 / MAX: 27.891. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc230K60K90K120K150KSE +/- 155.08, N = 3SE +/- 109.24, N = 3SE +/- 132.21, N = 3122162.20116287.56116528.911. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2816243240SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 334.2434.3834.30MIN: 20.51 / MAX: 60.93MIN: 21.13 / MAX: 61.76MIN: 19.84 / MAX: 61.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2400800120016002000SE +/- 1.32, N = 3SE +/- 1.09, N = 3SE +/- 5.57, N = 31867.691848.901852.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc20.11480.22960.34440.45920.574SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.510.500.49MIN: 0.23 / MAX: 27.04MIN: 0.22 / MAX: 27.24MIN: 0.24 / MAX: 17.361. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc220K40K60K80K100KSE +/- 54.79, N = 3SE +/- 81.02, N = 3SE +/- 26.82, N = 393058.2791411.8892003.351. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Handwritten English Recognition FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2714212835SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 329.5930.8130.69MIN: 16.75 / MAX: 55.58MIN: 15.67 / MAX: 63.09MIN: 16.95 / MAX: 58.561. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Handwritten English Recognition FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc25001000150020002500SE +/- 4.40, N = 3SE +/- 1.43, N = 3SE +/- 3.18, N = 32161.012062.992070.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.206.356.34MIN: 3.23 / MAX: 29.14MIN: 2.95 / MAX: 34.47MIN: 3.11 / MAX: 29.591. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc211002200330044005500SE +/- 5.22, N = 3SE +/- 5.69, N = 3SE +/- 7.69, N = 35150.274931.284940.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc248121620SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 316.3416.9816.92MIN: 5.97 / MAX: 43.78MIN: 6.27 / MAX: 51.33MIN: 7.29 / MAX: 43.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2400800120016002000SE +/- 3.90, N = 3SE +/- 0.22, N = 3SE +/- 1.81, N = 31953.421872.391878.741. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc248121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 314.5114.6314.59MIN: 6.73 / MAX: 31.57MIN: 7.02 / MAX: 30.15MIN: 7.18 / MAX: 38.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc29001800270036004500SE +/- 2.47, N = 3SE +/- 1.21, N = 3SE +/- 2.27, N = 34403.554319.394333.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection Retail FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc20.71781.43562.15342.87123.589SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.853.193.18MIN: 1.75 / MAX: 27.81MIN: 1.44 / MAX: 29.95MIN: 1.51 / MAX: 14.151. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Face Detection Retail FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc22K4K6K8K10KSE +/- 3.77, N = 3SE +/- 15.45, N = 3SE +/- 8.58, N = 311188.089432.479455.841. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc2246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.337.577.56MIN: 3.73 / MAX: 26.44MIN: 3.26 / MAX: 27.31MIN: 3.19 / MAX: 30.861. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPULinux 6.5.11Linux 6.6.1Linux 6.7-rc22K4K6K8K10KSE +/- 5.16, N = 3SE +/- 3.26, N = 3SE +/- 15.93, N = 38722.198087.388103.011. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomLinux 6.5.11Linux 6.6.1Linux 6.7-rc2130K260K390K520K650KSE +/- 717.21, N = 3SE +/- 630.57, N = 3SE +/- 1256.87, N = 36242846298476180651. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingLinux 6.5.11Linux 6.6.1Linux 6.7-rc22M4M6M8M10MSE +/- 91949.49, N = 3SE +/- 64030.94, N = 3SE +/- 16177.71, N = 38753722739014375676651. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadLinux 6.5.11Linux 6.6.1Linux 6.7-rc2100M200M300M400M500MSE +/- 5866807.50, N = 3SE +/- 894376.78, N = 3SE +/- 870916.50, N = 34536331344586203974587473501. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Pabellon Barcelona - Compute: CPU-OnlyLinux 6.5.11Linux 6.6.1Linux 6.7-rc21224364860SE +/- 0.33, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 353.2352.8052.90

TensorFlow

Device: CPU - Batch Size: 32 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50Linux 6.5.11Linux 6.6.1Linux 6.7-rc21632486480SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 371.0771.3970.96

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: CPU-OnlyLinux 6.5.11Linux 6.6.1Linux 6.7-rc21020304050SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 342.8943.0342.94

TensorFlow

Device: CPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50Linux 6.5.11Linux 6.6.1Linux 6.7-rc21326395265SE +/- 0.20, N = 3SE +/- 0.69, N = 4SE +/- 0.17, N = 356.0656.1656.46

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterLinux 6.5.11Linux 6.6.1Linux 6.7-rc248121620SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 316.5516.5016.521. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CLinux 6.5.11Linux 6.6.1Linux 6.7-rc210K20K30K40K50KSE +/- 17.83, N = 3SE +/- 23.20, N = 3SE +/- 24.99, N = 345105.9245157.0145258.931. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDLinux 6.5.11Linux 6.6.1Linux 6.7-rc2714212835SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.35, N = 329.8129.4829.921. (CXX) g++ options: -O2 -lOpenCL

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLinux 6.5.11Linux 6.6.1Linux 6.7-rc2120K240K360K480K600KSE +/- 319.90, N = 3SE +/- 1654.26, N = 3SE +/- 1252.01, N = 35728485700575740781. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLinux 6.5.11Linux 6.6.1Linux 6.7-rc290K180K270K360K450KSE +/- 452.87, N = 3SE +/- 762.34, N = 3SE +/- 778.60, N = 34000964131654155391. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DLinux 6.5.11Linux 6.6.1Linux 6.7-rc22K4K6K8K10KSE +/- 95.70, N = 6SE +/- 30.12, N = 3SE +/- 86.11, N = 79743.359991.909878.861. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KLinux 6.5.11Linux 6.6.1Linux 6.7-rc2246810SE +/- 0.012, N = 3SE +/- 0.037, N = 3SE +/- 0.006, N = 37.3507.3237.3321. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CLinux 6.5.11Linux 6.6.1Linux 6.7-rc230K60K90K120K150KSE +/- 111.65, N = 3SE +/- 175.49, N = 3SE +/- 173.39, N = 3127752.08127915.76128229.441. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

uvg266

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowLinux 6.5.11Linux 6.6.1Linux 6.7-rc2612182430SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 326.1626.2426.24

Redis

Test: SET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50Linux 6.5.11Linux 6.6.1Linux 6.7-rc2900K1800K2700K3600K4500KSE +/- 44859.45, N = 5SE +/- 46331.69, N = 3SE +/- 54428.66, N = 34051356.254020968.924012674.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Fishy Cat - Compute: CPU-OnlyLinux 6.5.11Linux 6.6.1Linux 6.7-rc2510152025SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 321.9522.0821.90

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KLinux 6.5.11Linux 6.6.1Linux 6.7-rc2306090120150SE +/- 0.72, N = 14SE +/- 1.36, N = 5SE +/- 1.09, N = 8123.39124.14123.671. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

uvg266

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumLinux 6.5.11Linux 6.6.1Linux 6.7-rc2714212835SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 329.5629.6429.58

OpenFOAM

Input: drivaerFastback, Small Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeLinux 6.5.11Linux 6.6.1Linux 6.7-rc291827364538.8738.6737.831. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenFOAM

Input: drivaerFastback, Small Mesh Size - Mesh Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeLinux 6.5.11Linux 6.6.1Linux 6.7-rc251015202521.5321.0221.191. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-OnlyLinux 6.5.11Linux 6.6.1Linux 6.7-rc248121620SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 316.9116.9416.94

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: SlowLinux 6.5.11Linux 6.6.1Linux 6.7-rc2816243240SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.27, N = 335.6535.7235.731. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumLinux 6.5.11Linux 6.6.1Linux 6.7-rc2918273645SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 336.7236.9736.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 6.5.11Linux 6.6.1Linux 6.7-rc20.05980.11960.17940.23920.299SE +/- 0.00060, N = 3SE +/- 0.00134, N = 3SE +/- 0.00096, N = 30.265220.265990.26460

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CLinux 6.5.11Linux 6.6.1Linux 6.7-rc230K60K90K120K150KSE +/- 134.91, N = 3SE +/- 159.56, N = 3SE +/- 391.58, N = 3151244.69152852.83153052.361. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DLinux 6.5.11Linux 6.6.1Linux 6.7-rc25001000150020002500SE +/- 21.68, N = 3SE +/- 1.31, N = 3SE +/- 9.95, N = 32454.812488.022494.331. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 4KLinux 6.5.11Linux 6.6.1Linux 6.7-rc250100150200250SE +/- 1.78, N = 3SE +/- 1.85, N = 15SE +/- 2.94, N = 3213.25225.11221.021. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

NAS Parallel Benchmarks

Test / Class: FT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CLinux 6.5.11Linux 6.6.1Linux 6.7-rc212K24K36K48K60KSE +/- 115.56, N = 3SE +/- 94.44, N = 3SE +/- 8.07, N = 354457.0454460.1454409.481. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

uvg266

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastLinux 6.5.11Linux 6.6.1Linux 6.7-rc21632486480SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 373.8873.4573.61

uvg266

Video Input: Bosphorus 4K - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastLinux 6.5.11Linux 6.6.1Linux 6.7-rc220406080100SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 376.3475.1575.52

uvg266

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastLinux 6.5.11Linux 6.6.1Linux 6.7-rc220406080100SE +/- 0.29, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 377.9976.9577.31

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastLinux 6.5.11Linux 6.6.1Linux 6.7-rc220406080100SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 381.8182.1582.081. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CLinux 6.5.11Linux 6.6.1Linux 6.7-rc22K4K6K8K10KSE +/- 87.80, N = 3SE +/- 147.22, N = 15SE +/- 125.21, N = 157413.467943.368184.381. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CLinux 6.5.11Linux 6.6.1Linux 6.7-rc26K12K18K24K30KSE +/- 75.97, N = 3SE +/- 167.56, N = 3SE +/- 151.65, N = 325219.2125780.3125725.111. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 4KLinux 6.5.11Linux 6.6.1Linux 6.7-rc250100150200250SE +/- 1.58, N = 3SE +/- 2.69, N = 4SE +/- 1.26, N = 3215.59225.19219.931. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverLinux 6.5.11Linux 6.6.1Linux 6.7-rc21.25782.51563.77345.03126.289SE +/- 0.020, N = 3SE +/- 0.014, N = 3SE +/- 0.003, N = 35.5905.0655.0321. (CXX) g++ options: -O2 -lOpenCL

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BLinux 6.5.11Linux 6.6.1Linux 6.7-rc220K40K60K80K100KSE +/- 864.04, N = 3SE +/- 1175.18, N = 3SE +/- 459.85, N = 396376.5597720.7196716.421. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CLinux 6.5.11Linux 6.6.1Linux 6.7-rc211K22K33K44K55KSE +/- 279.14, N = 3SE +/- 203.14, N = 3SE +/- 132.72, N = 351405.1352021.3152076.681. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.5

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterLinux 6.5.11Linux 6.6.1Linux 6.7-rc20.9321.8642.7963.7284.66SE +/- 0.005, N = 3SE +/- 0.009, N = 3SE +/- 0.004, N = 34.1424.1314.1291. (CXX) g++ options: -O2 -lOpenCL

Phoronix Test Suite v10.8.5