Nvidia

KVM testing on Ubuntu 24.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2410088-NE-2407208NE20
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
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NVIDIA GPU Compute 17 Tests
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ASPEED - 2 x Intel Xeon Gold 6226R
July 19
  10 Hours, 49 Minutes
5x A5000 kw-dl580-3-4 NVIDIA
October 07
  1 Day, 4 Hours, 11 Minutes
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  19 Hours, 30 Minutes
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ASPEED - 2 x Intel Xeon Gold 6226R

Processor: 2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads), Motherboard: (5.14 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 512GB, Disk: 2 x 8002GB INTEL SSDPE2KX080T8, Graphics: ASPEED 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: 27B2G5, Network: 2 x Intel X722 for 1GbE + 2 x Broadcom BCM57414 NetXtreme-E 10Gb/25Gb

OS: Ubuntu 24.04, Kernel: 6.8.0-38-generic (x86_64), Display Server: X Server, Display Driver: NVIDIA, OpenCL: OpenCL 3.0 CUDA 12.4.131, Compiler: GCC 13.2.0 + CUDA 12.4, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/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-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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x5003605
Graphics Notes: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.04.57.00.08
Python Notes: Python 3.8.13
Security Notes: gather_data_sampling: Mitigation of Microcode + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + reg_file_data_sampling: Not affected + retbleed: Mitigation of Enhanced IBRS + spec_rstack_overflow: Not affected + 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; RSB filling; PBRSB-eIBRS: SW sequence; BHI: SW loop KVM: SW loop + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

5x A5000 kw-dl580-3-4 NVIDIA

Processor: 4 x Intel Xeon E7-4880 v2 (60 Cores / 120 Threads), Motherboard: QEMU Standard PC (Q35 + ICH9 2009) (edk2-20240813-1.fc40 BIOS), Chipset: Intel 82G33/G31/P35/P31 + ICH9, Memory: 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 4 GB RAM, Disk: 21GB VIRTUAL-DISK, Graphics: Red Hat QXL paravirtual graphic card 22GB, Audio: QEMU Generic, Network: 2 x Red Hat Virtio 1.0 device

OS: Ubuntu 24.04, Kernel: 6.8.0-45-generic (x86_64), Display Server: X Server, Display Driver: NVIDIA, OpenCL: OpenCL 3.0 CUDA 12.4.131, Compiler: GCC 13.2.0 + CUDA 12.0, File-System: ext4, Screen Resolution: 1024x768, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/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-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 Notes: CPU Microcode: 0x715
Graphics Notes: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.02.6d.00.0d
Python Notes: Python 3.12.3
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Mitigation of PTE Inversion; VMX: flush not necessary SMT vulnerable + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + mmio_stale_data: Unknown: No mitigations + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines; IBPB: conditional; IBRS_FW; STIBP: conditional; RSB filling; PBRSB-eIBRS: Not affected; BHI: Retpoline + srbds: Not affected + tsx_async_abort: Not affected

NvidiaProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDisplay ServerDisplay DriverOpenCLCompilerFile-SystemScreen ResolutionSystem LayerASPEED - 2 x Intel Xeon Gold 6226R5x A5000 kw-dl580-3-4 NVIDIA2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)(5.14 BIOS)Intel Sky Lake-E DMI3 Registers512GB2 x 8002GB INTEL SSDPE2KX080T8ASPEED 16GBNVIDIA GA104 HD Audio27B2G52 x Intel X722 for 1GbE + 2 x Broadcom BCM57414 NetXtreme-E 10Gb/25GbUbuntu 24.046.8.0-38-generic (x86_64)X ServerNVIDIAOpenCL 3.0 CUDA 12.4.131GCC 13.2.0 + CUDA 12.4ext41920x10804 x Intel Xeon E7-4880 v2 (60 Cores / 120 Threads)QEMU Standard PC (Q35 + ICH9 2009) (edk2-20240813-1.fc40 BIOS)Intel 82G33/G31/P35/P31 + ICH916 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 4 GB RAM21GB VIRTUAL-DISKRed Hat QXL paravirtual graphic card 22GBQEMU Generic2 x Red Hat Virtio 1.0 device6.8.0-45-generic (x86_64)GCC 13.2.0 + CUDA 12.01024x768KVMOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/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-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- ASPEED - 2 x Intel Xeon Gold 6226R: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x5003605- 5x A5000 kw-dl580-3-4 NVIDIA: CPU Microcode: 0x715Graphics Details- ASPEED - 2 x Intel Xeon Gold 6226R: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.04.57.00.08- 5x A5000 kw-dl580-3-4 NVIDIA: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.02.6d.00.0dPython Details- ASPEED - 2 x Intel Xeon Gold 6226R: Python 3.8.13- 5x A5000 kw-dl580-3-4 NVIDIA: Python 3.12.3Security Details- ASPEED - 2 x Intel Xeon Gold 6226R: gather_data_sampling: Mitigation of Microcode + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + reg_file_data_sampling: Not affected + retbleed: Mitigation of Enhanced IBRS + spec_rstack_overflow: Not affected + 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; RSB filling; PBRSB-eIBRS: SW sequence; BHI: SW loop KVM: SW loop + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled - 5x A5000 kw-dl580-3-4 NVIDIA: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Mitigation of PTE Inversion; VMX: flush not necessary SMT vulnerable + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + mmio_stale_data: Unknown: No mitigations + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines; IBPB: conditional; IBRS_FW; STIBP: conditional; RSB filling; PBRSB-eIBRS: Not affected; BHI: Retpoline + srbds: Not affected + tsx_async_abort: Not affected

ASPEED - 2 x Intel Xeon Gold 6226R vs. 5x A5000 kw-dl580-3-4 NVIDIA ComparisonPhoronix Test SuiteBaseline+148.3%+148.3%+296.6%+296.6%+444.9%+444.9%54.5%53.7%48.7%45.4%44.3%42.6%38.7%32.2%31.8%31.3%30%30%27.9%27.3%26.7%26.4%24.5%16.8%16.2%15.8%6.1%2.9%2.2%Vulkan GPU - regnety_400m593.1%Vulkan GPU - mnasnet442.2%Vulkan GPU - efficientnet-b0418.3%Vulkan GPU - blazeface409.9%Vulkan GPU - googlenet397%Vulkan GPU - shufflenet-v2393.6%Vulkan GPU - FastestDet382.9%Vulkan GPU-v2-v2 - mobilenet-v2379.8%Vulkan GPU-v3-v3 - mobilenet-v3373.1%Vulkan GPU - resnet50328.7%Vulkan GPU - mobilenet307%Vulkan GPU - resnet18296.3%Vulkan GPU - vision_transformer290.3%Vulkan GPU - squeezenet_ssd280.8%Vulkan GPU - alexnet253.3%Vulkan GPU - yolov4-tiny218%CPU BLAS - dDOT209.2%Vulkan GPU - vgg16208%CPU BLAS - dAXPY169.9%CPU BLAS - dCOPY155.7%CPU BLAS - dGEMV-N109.3%LuxCore Benchmark - GPU60%R.C.a.P - GPU59.8%G.M.BReadOpenCL - Single PrecisionOrange Juice - GPU47%WriteDanish Mood - GPU44.9%S.P.FI.C.IOpenCL BLAS - dAXPYD.P.DOpenCL BLAS - dCOPYCPU BLAS - sCOPYCPU BLAS - sDOT30.6%OpenCL BLAS - dGEMM-TTB.S.O29.6%OpenCL BLAS - dGEMM-NNOpenCL BLAS - dGEMM-NTOpenCL - Double PrecisionOpenCL - IntegerOpenCL BLAS - dDOTSHA-51221.8%SHA121.5%T.R.X21%7-Zip20%DLSC - GPU18.2%OpenCL BLAS - sAXPYOpenCL BLAS - sCOPYCopyMD513.9%OpenCL BLAS - sDOT7.2%CPU BLAS - dGEMM-TN6.7%O.P.FCPU BLAS - dGEMM-NT5.9%CPU BLAS - dGEMM-NN4.7%OpenCL BLAS - dGEMV-N3.7%CPU BLAS - sAXPYCPU BLAS - dGEMV-T2.5%OpenCL BLAS - dGEMV-TNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNViennaCLNCNNViennaCLViennaCLViennaCLLuxCoreRenderLuxCoreRenderclpeakcl-memMixbenchLuxCoreRendercl-memLuxCoreRenderclpeakclpeakViennaCLclpeakViennaCLViennaCLViennaCLViennaCLFinanceBenchFAHBenchViennaCLViennaCLMixbenchMixbenchViennaCLHashcatHashcatHashcatHashcatLuxCoreRenderViennaCLViennaCLcl-memHashcatViennaCLViennaCLRodiniaViennaCLViennaCLViennaCLViennaCLViennaCLViennaCLASPEED - 2 x Intel Xeon Gold 6226R5x A5000 kw-dl580-3-4 NVIDIA

Nvidiancnn: Vulkan GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3shoc: OpenCL - Max SP Flopsncnn: Vulkan GPU - FastestDetncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetluxcorerender: DLSC - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: Orange Juice - GPUfahbench: viennacl: CPU BLAS - dGEMM-TTviennacl: CPU BLAS - dGEMM-TNviennacl: CPU BLAS - dGEMM-NTviennacl: CPU BLAS - dGEMM-NNviennacl: CPU BLAS - dGEMV-Tviennacl: CPU BLAS - dGEMV-Nviennacl: CPU BLAS - dDOTviennacl: CPU BLAS - dAXPYviennacl: CPU BLAS - dCOPYviennacl: CPU BLAS - sDOTviennacl: CPU BLAS - sAXPYviennacl: CPU BLAS - sCOPYhashcat: MD5luxcorerender: Danish Mood - GPUplaidml: No - Inference - DenseNet 201 - OpenCLhashcat: SHA1hashcat: SHA-512viennacl: OpenCL BLAS - dGEMM-TNhashcat: TrueCrypt RIPEMD160 + XTShashcat: 7-Zipviennacl: OpenCL BLAS - dGEMM-TTviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dCOPYviennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - sCOPYluxcorerender: Rainbow Colors and Prism - GPUrodinia: OpenCL Particle Filtershoc: OpenCL - Texture Read Bandwidthplaidml: No - Inference - IMDB LSTM - OpenCLclpeak: Double-Precision Doubleplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLclpeak: Global Memory Bandwidthmixbench: OpenCL - Integermixbench: OpenCL - Single Precisionmixbench: OpenCL - Double Precisionshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - S3Dcl-mem: Copycl-mem: Readcl-mem: Writeshoc: OpenCL - FFT SPclpeak: Integer Compute INTshoc: OpenCL - Triadclpeak: Single-Precision Floatshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Reductionfinancebench: Black-Scholes OpenCLshoc: OpenCL - MD5 Hashshoc: OpenCL - Bus Speed Downloadredshift: ASPEED - 2 x Intel Xeon Gold 6226R5x A5000 kw-dl580-3-4 NVIDIA21619.910.3958.4632.7720.3233.4321.907.9710.9245.7318.154.1311.027.309.728.528.3718.9357.4426.7050.64240.138558.362.259.459.7196108175183117.926138222815617811250035.82179.21919400333331330800000034542004224700340348344317170383385359312345266122.067.1051998.58751.93365.832201.611898.70377.0411601.0918670.28309.393630.55211.904283.4380.1376.41094.669617.4912.117318602.6513.1527324.18210.46022.565512.325077.0550.17228.16227.1477.37106.3093.8928.1643.28140.8690.2121.0657.1239.5847.9840.3140.1677.0548.6016.6934.46185.279757.258.356.157.0191.351.656.667.846.1199.8392.9299.313706795000024.7275698633333109234333334432853933351946744244344032416447753447329140330976.396.694483.57582.4614663.5027753.40391.91328.2584.4547.413718.2126836.388.049OpenBenchmarking.org

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov35x A5000 kw-dl580-3-4 NVIDIA20406080100SE +/- 2.12, N = 977.05MIN: 37.56 / MAX: 842.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Max SP FlopsASPEED - 2 x Intel Xeon Gold 6226R5K10K15K20K25KSE +/- 305.65, N = 321619.91. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: Max SP Flops

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDet5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1122334455SE +/- 1.46, N = 9SE +/- 0.41, N = 1150.1710.39MIN: 22.35 / MAX: 948.14MIN: 8.52 / MAX: 30.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformer5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R50100150200250SE +/- 3.18, N = 9SE +/- 0.72, N = 12228.1658.46MIN: 122.48 / MAX: 1174.54MIN: 52.56 / MAX: 125.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400m5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R50100150200250SE +/- 27.31, N = 9SE +/- 0.23, N = 12227.1432.77MIN: 93.69 / MAX: 5948.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssd5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R20406080100SE +/- 3.32, N = 9SE +/- 0.34, N = 1277.3720.32MIN: 35.36 / MAX: 1176.72MIN: 18.17 / MAX: 30.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tiny5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R20406080100SE +/- 1.69, N = 9SE +/- 0.49, N = 12106.3033.43MIN: 52.73 / MAX: 505.17MIN: 29.11 / MAX: 256.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet505x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R20406080100SE +/- 2.01, N = 9SE +/- 0.24, N = 1293.8921.90MIN: 44.98 / MAX: 1038.18MIN: 20.15 / MAX: 31.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnet5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R714212835SE +/- 0.75, N = 9SE +/- 0.10, N = 1228.167.97MIN: 13.44 / MAX: 256.84MIN: 7.31 / MAX: 10.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet185x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1020304050SE +/- 1.32, N = 9SE +/- 0.11, N = 1243.2810.92MIN: 20.79 / MAX: 504.17MIN: 10.17 / MAX: 12.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg165x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R306090120150SE +/- 1.79, N = 9SE +/- 0.42, N = 12140.8645.73MIN: 71.64 / MAX: 393.59MIN: 41.81 / MAX: 716.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenet5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R20406080100SE +/- 3.17, N = 9SE +/- 0.33, N = 1290.2118.15MIN: 41.1 / MAX: 1221.73MIN: 15.73 / MAX: 36.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazeface5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R510152025SE +/- 1.40, N = 9SE +/- 0.07, N = 1221.064.13MIN: 10.19 / MAX: 621.35MIN: 3.7 / MAX: 4.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b05x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1326395265SE +/- 1.20, N = 9SE +/- 0.13, N = 1257.1211.02MIN: 26.93 / MAX: 1232.95MIN: 9.86 / MAX: 77.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnet5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R918273645SE +/- 1.96, N = 9SE +/- 0.12, N = 1239.587.30MIN: 17.71 / MAX: 715.88MIN: 6.57 / MAX: 71.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v25x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1122334455SE +/- 2.22, N = 9SE +/- 0.08, N = 1247.989.72MIN: 22.19 / MAX: 949.82MIN: 8.97 / MAX: 16.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v35x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R918273645SE +/- 1.76, N = 9SE +/- 0.06, N = 1240.318.52MIN: 19.09 / MAX: 864.81MIN: 7.93 / MAX: 87.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v25x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R918273645SE +/- 1.67, N = 9SE +/- 0.10, N = 1240.168.37MIN: 19.36 / MAX: 731.71MIN: 7.43 / MAX: 30.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenet5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R20406080100SE +/- 2.12, N = 9SE +/- 0.22, N = 1277.0518.93MIN: 37.56 / MAX: 842.19MIN: 17.49 / MAX: 22.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: GPU5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1326395265SE +/- 0.60, N = 3SE +/- 5.22, N = 1248.6057.44MIN: 29.6 / MAX: 52.28MAX: 65.49

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: GPU5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R612182430SE +/- 1.54, N = 12SE +/- 2.44, N = 1216.6926.70MAX: 33.09MAX: 43.01

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: GPU5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1122334455SE +/- 0.29, N = 15SE +/- 0.09, N = 334.4650.64MIN: 0.45 / MAX: 47.01MIN: 44.98 / MAX: 64.06

NeatBench

NeatBench is a benchmark of the cross-platform Neat Video software on the CPU and optional GPU (OpenCL / CUDA) support. Learn more via the OpenBenchmarking.org test page.

Acceleration: GPU

ASPEED - 2 x Intel Xeon Gold 6226R: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

5x A5000 kw-dl580-3-4 NVIDIA: The test run did not produce a result.

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.25x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R50100150200250SE +/- 2.24, N = 3SE +/- 0.31, N = 3185.28240.14

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1326395265SE +/- 0.14, N = 12SE +/- 1.46, N = 1557.258.31. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TN5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1428425670SE +/- 0.13, N = 12SE +/- 1.35, N = 1458.362.21. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1326395265SE +/- 0.35, N = 12SE +/- 1.11, N = 1456.159.41. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NN5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R1326395265SE +/- 0.22, N = 12SE +/- 1.20, N = 1557.059.71. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-T5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R4080120160200SE +/- 20.15, N = 12SE +/- 1.22, N = 15191.3196.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-N5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R20406080100SE +/- 1.70, N = 12SE +/- 0.64, N = 1551.6108.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R4080120160200SE +/- 2.95, N = 12SE +/- 1.40, N = 1556.6175.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPY5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R4080120160200SE +/- 2.44, N = 12SE +/- 1.77, N = 1567.8183.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPY5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R306090120150SE +/- 1.21, N = 12SE +/- 2.79, N = 1546.1117.91. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R60120180240300SE +/- 23.95, N = 12SE +/- 1.23, N = 15199.8261.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPY5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R90180270360450SE +/- 53.50, N = 12SE +/- 5.93, N = 15392.9382.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPY5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R70140210280350SE +/- 34.09, N = 12SE +/- 3.89, N = 15299.3228.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD55x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R30000M60000M90000M120000M150000MSE +/- 23688235109.70, N = 16SE +/- 31239876948.73, N = 16137067950000156178112500

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: GPU5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R816243240SE +/- 0.08, N = 3SE +/- 0.26, N = 324.7235.82MIN: 2.11 / MAX: 34.96MIN: 12.8 / MAX: 46.64

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLASPEED - 2 x Intel Xeon Gold 6226R4080120160200SE +/- 0.34, N = 3179.21

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA15x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R20000M40000M60000M80000M100000MSE +/- 133865807.60, N = 3SE +/- 113680610.09, N = 37569863333391940033333

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL

ASPEED - 2 x Intel Xeon Gold 6226R: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-5125x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R3000M6000M9000M12000M15000MSE +/- 27986087.81, N = 3SE +/- 26463244.95, N = 31092343333313308000000

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TN5x A5000 kw-dl580-3-4 NVIDIA100200300400500SE +/- 1.76, N = 34431. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTS5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R700K1400K2100K2800K3500KSE +/- 4272.52, N = 3SE +/- 1039.23, N = 328539333454200

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-Zip5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R900K1800K2700K3600K4500KSE +/- 9837.57, N = 3SE +/- 9462.73, N = 335194674224700

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R100200300400500SE +/- 2.03, N = 34423401. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R100200300400500SE +/- 2.03, N = 34433481. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NN5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R100200300400500SE +/- 1.15, N = 3SE +/- 1.45, N = 34403441. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-T5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R70140210280350SE +/- 0.88, N = 3SE +/- 1.76, N = 33243171. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-N5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R4080120160200SE +/- 0.58, N = 3SE +/- 0.00, N = 31641701. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 34773831. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPY5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R120240360480600SE +/- 1.15, N = 3SE +/- 0.00, N = 35343851. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPY5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R100200300400500SE +/- 1.45, N = 3SE +/- 0.58, N = 34733591. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R70140210280350SE +/- 0.67, N = 3SE +/- 0.67, N = 32913121. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPY5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R90180270360450SE +/- 1.53, N = 3SE +/- 0.33, N = 34033451. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPY5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R70140210280350SE +/- 0.67, N = 3SE +/- 0.67, N = 33092661. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: GPU5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R306090120150SE +/- 2.42, N = 12SE +/- 0.62, N = 376.39122.06MIN: 61.59 / MAX: 129.05MIN: 106.98 / MAX: 141.43

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle Filter5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R246810SE +/- 0.079, N = 15SE +/- 0.096, N = 36.6947.105-O2 -lOpenCL-m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl1. (CXX) g++ options:

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthASPEED - 2 x Intel Xeon Gold 6226R400800120016002000SE +/- 4.68, N = 31998.581. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: Texture Read Bandwidth

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLASPEED - 2 x Intel Xeon Gold 6226R160320480640800SE +/- 1.13, N = 3751.93

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Double-Precision Double5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R100200300400500SE +/- 1.64, N = 3SE +/- 0.36, N = 3483.57365.831. (CXX) g++ options: -O3

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLASPEED - 2 x Intel Xeon Gold 6226R5001000150020002500SE +/- 0.40, N = 32201.61

FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLASPEED - 2 x Intel Xeon Gold 6226R400800120016002000SE +/- 2.99, N = 31898.70

FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory Bandwidth5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R130260390520650SE +/- 0.02, N = 3SE +/- 0.01, N = 3582.46377.041. (CXX) g++ options: -O3

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Integer5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R3K6K9K12K15KSE +/- 174.42, N = 15SE +/- 4.62, N = 314663.5011601.091. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single Precision5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R6K12K18K24K30KSE +/- 327.84, N = 15SE +/- 27.29, N = 327753.4018670.281. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double Precision5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R90180270360450SE +/- 4.99, N = 15SE +/- 0.92, N = 3391.91309.391. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NASPEED - 2 x Intel Xeon Gold 6226R8001600240032004000SE +/- 44.25, N = 43630.551. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: GEMM SGEMM_N

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DASPEED - 2 x Intel Xeon Gold 6226R50100150200250SE +/- 0.07, N = 3211.901. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: S3D

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: Copy5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R70140210280350SE +/- 0.32, N = 3SE +/- 0.07, N = 3328.2283.41. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: Read5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R130260390520650SE +/- 0.43, N = 3SE +/- 0.03, N = 3584.4380.11. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: Write5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R120240360480600SE +/- 0.17, N = 3SE +/- 0.10, N = 3547.4376.41. (CC) gcc options: -O2 -flto -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPASPEED - 2 x Intel Xeon Gold 6226R2004006008001000SE +/- 0.17, N = 31094.661. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: FFT SP

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer Compute INT5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R3K6K9K12K15KSE +/- 26.25, N = 3SE +/- 87.03, N = 313718.219617.491. (CXX) g++ options: -O3

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadASPEED - 2 x Intel Xeon Gold 6226R3691215SE +/- 0.00, N = 312.121. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: Triad

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision Float5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R6K12K18K24K30KSE +/- 0.40, N = 3SE +/- 76.05, N = 326836.3818602.651. (CXX) g++ options: -O3

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed ReadbackASPEED - 2 x Intel Xeon Gold 6226R3691215SE +/- 0.00, N = 313.151. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: Bus Speed Readback

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: ReductionASPEED - 2 x Intel Xeon Gold 6226R70140210280350SE +/- 0.27, N = 3324.181. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: Reduction

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCL5x A5000 kw-dl580-3-4 NVIDIAASPEED - 2 x Intel Xeon Gold 6226R3691215SE +/- 0.107, N = 3SE +/- 0.016, N = 38.04910.4601. (CXX) g++ options: -O3 -march=native -fopenmp

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

OpenCL Device: GPU

ASPEED - 2 x Intel Xeon Gold 6226R: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status.

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashASPEED - 2 x Intel Xeon Gold 6226R510152025SE +/- 0.00, N = 322.571. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: MD5 Hash

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed DownloadASPEED - 2 x Intel Xeon Gold 6226R3691215SE +/- 0.00, N = 312.331. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Target: OpenCL - Benchmark: Bus Speed Download

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./shoc: 3: ./bin/shocdriver: not found

ArrayFire

Test: Conjugate Gradient OpenCL

ASPEED - 2 x Intel Xeon Gold 6226R: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./arrayfire: 7: ./cg_opencl: not found

5x A5000 kw-dl580-3-4 NVIDIA: The test run did not produce a result. E: ./arrayfire: 7: ./cg_opencl: not found

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

Backend: OpenCL

ASPEED - 2 x Intel Xeon Gold 6226R: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./lczero: line 4: ./lc0: No such file or directory

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./lczero: line 4: ./lc0: No such file or directory

RedShift Demo

This is a test of MAXON's RedShift demo build that currently requires NVIDIA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

ASPEED - 2 x Intel Xeon Gold 6226R: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./redshift: 3: /usr/redshift/bin/redshiftBenchmark: not found

5x A5000 kw-dl580-3-4 NVIDIA: The test quit with a non-zero exit status. E: ./redshift: 3: /usr/redshift/bin/redshiftBenchmark: not found

79 Results Shown

NCNN
SHOC Scalable HeterOgeneous Computing
NCNN:
  Vulkan GPU - FastestDet
  Vulkan GPU - vision_transformer
  Vulkan GPU - regnety_400m
  Vulkan GPU - squeezenet_ssd
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - resnet50
  Vulkan GPU - alexnet
  Vulkan GPU - resnet18
  Vulkan GPU - vgg16
  Vulkan GPU - googlenet
  Vulkan GPU - blazeface
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - mnasnet
  Vulkan GPU - shufflenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU - mobilenet
LuxCoreRender:
  DLSC - GPU
  LuxCore Benchmark - GPU
  Orange Juice - GPU
FAHBench
ViennaCL:
  CPU BLAS - dGEMM-TT
  CPU BLAS - dGEMM-TN
  CPU BLAS - dGEMM-NT
  CPU BLAS - dGEMM-NN
  CPU BLAS - dGEMV-T
  CPU BLAS - dGEMV-N
  CPU BLAS - dDOT
  CPU BLAS - dAXPY
  CPU BLAS - dCOPY
  CPU BLAS - sDOT
  CPU BLAS - sAXPY
  CPU BLAS - sCOPY
Hashcat
LuxCoreRender
PlaidML
Hashcat:
  SHA1
  SHA-512
ViennaCL
Hashcat:
  TrueCrypt RIPEMD160 + XTS
  7-Zip
ViennaCL:
  OpenCL BLAS - dGEMM-TT
  OpenCL BLAS - dGEMM-NT
  OpenCL BLAS - dGEMM-NN
  OpenCL BLAS - dGEMV-T
  OpenCL BLAS - dGEMV-N
  OpenCL BLAS - dDOT
  OpenCL BLAS - dAXPY
  OpenCL BLAS - dCOPY
  OpenCL BLAS - sDOT
  OpenCL BLAS - sAXPY
  OpenCL BLAS - sCOPY
LuxCoreRender
Rodinia
SHOC Scalable HeterOgeneous Computing
PlaidML
clpeak
PlaidML:
  Yes - Inference - Mobilenet - OpenCL
  No - Inference - Mobilenet - OpenCL
clpeak
Mixbench:
  OpenCL - Integer
  OpenCL - Single Precision
  OpenCL - Double Precision
SHOC Scalable HeterOgeneous Computing:
  OpenCL - GEMM SGEMM_N
  OpenCL - S3D
cl-mem:
  Copy
  Read
  Write
SHOC Scalable HeterOgeneous Computing
clpeak
SHOC Scalable HeterOgeneous Computing
clpeak
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Bus Speed Readback
  OpenCL - Reduction
FinanceBench
SHOC Scalable HeterOgeneous Computing:
  OpenCL - MD5 Hash
  OpenCL - Bus Speed Download

ASPEED - 2 x Intel Xeon Gold 6226R

Processor: 2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads), Motherboard: (5.14 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 512GB, Disk: 2 x 8002GB INTEL SSDPE2KX080T8, Graphics: ASPEED 16GB, Audio: NVIDIA GA104 HD Audio, Monitor: 27B2G5, Network: 2 x Intel X722 for 1GbE + 2 x Broadcom BCM57414 NetXtreme-E 10Gb/25Gb

OS: Ubuntu 24.04, Kernel: 6.8.0-38-generic (x86_64), Display Server: X Server, Display Driver: NVIDIA, OpenCL: OpenCL 3.0 CUDA 12.4.131, Compiler: GCC 13.2.0 + CUDA 12.4, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/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-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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x5003605
Graphics Notes: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.04.57.00.08
Python Notes: Python 3.8.13
Security Notes: gather_data_sampling: Mitigation of Microcode + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + reg_file_data_sampling: Not affected + retbleed: Mitigation of Enhanced IBRS + spec_rstack_overflow: Not affected + 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; RSB filling; PBRSB-eIBRS: SW sequence; BHI: SW loop KVM: SW loop + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 19 July 2024 23:42 by user malogica.

5x A5000 kw-dl580-3-4 NVIDIA

Processor: 4 x Intel Xeon E7-4880 v2 (60 Cores / 120 Threads), Motherboard: QEMU Standard PC (Q35 + ICH9 2009) (edk2-20240813-1.fc40 BIOS), Chipset: Intel 82G33/G31/P35/P31 + ICH9, Memory: 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 16 GB + 4 GB RAM, Disk: 21GB VIRTUAL-DISK, Graphics: Red Hat QXL paravirtual graphic card 22GB, Audio: QEMU Generic, Network: 2 x Red Hat Virtio 1.0 device

OS: Ubuntu 24.04, Kernel: 6.8.0-45-generic (x86_64), Display Server: X Server, Display Driver: NVIDIA, OpenCL: OpenCL 3.0 CUDA 12.4.131, Compiler: GCC 13.2.0 + CUDA 12.0, File-System: ext4, Screen Resolution: 1024x768, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/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-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 Notes: CPU Microcode: 0x715
Graphics Notes: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.02.6d.00.0d
Python Notes: Python 3.12.3
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Mitigation of PTE Inversion; VMX: flush not necessary SMT vulnerable + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + mmio_stale_data: Unknown: No mitigations + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines; IBPB: conditional; IBRS_FW; STIBP: conditional; RSB filling; PBRSB-eIBRS: Not affected; BHI: Retpoline + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 7 October 2024 22:58 by user root.