System76 Thelio Astra Benchmarks With Ampere Altra

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2410215-NE-THELIOAST43
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System76 Thelio Astra Altra M128-30
October 18
  12 Hours, 38 Minutes
System76 Thelio Major TR 7980X
October 19
  7 Hours, 11 Minutes
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  9 Hours, 55 Minutes
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System76 Thelio Astra Altra M128-30

Processor: ARMv8 Neoverse-N1 @ 3.00GHz (128 Cores), Motherboard: System76 Thelio Astra (3.02 BIOS), Chipset: Ampere Computing LLC Altra PCI Root Complex A, Memory: 8 x 32GB DDR4-3200MT/s Micron 18ASF4G72PDZ-3G2F1, Disk: 1024GB KINGSTON SKC3000S1024G, Graphics: NVIDIA RTX A400/PCIe 4GB, Audio: NVIDIA Device 2291, Monitor: DELL P2415Q, Network: 2 x Intel X550 + Intel I210

OS: Ubuntu 24.04, Kernel: 6.8.0-47-generic-64k (aarch64), Desktop: GNOME Shell 46.0, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.107.02, OpenGL: 4.6.0, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-dIwDw0/gcc-13-13.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto --without-cuda-driver -v
Processor Notes: Scaling Governor: cppc_cpufreq schedutil (Boost: Disabled)
OpenCL Notes: GPU Compute Cores: 768
Python Notes: Python 3.12.3
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + 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 __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

System76 Thelio Major TR 7980X

Processor: AMD Ryzen Threadripper 7980X 64-Cores (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: AMD Radeon RX 6700 XT 12GB, Audio: AMD Device 14cc, Monitor: DELL P2415Q, Network: Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E

OS: Ubuntu 24.04, Kernel: 6.8.0-47-generic (x86_64), Desktop: GNOME Shell 46.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.0.9-0ubuntu0.2 (LLVM 17.0.6 DRM 3.57), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200

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: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
Python Notes: Python 3.12.3
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: 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; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

System76 Thelio Astra Benchmarks With Ampere AltraProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980XARMv8 Neoverse-N1 @ 3.00GHz (128 Cores)System76 Thelio Astra (3.02 BIOS)Ampere Computing LLC Altra PCI Root Complex A8 x 32GB DDR4-3200MT/s Micron 18ASF4G72PDZ-3G2F11024GB KINGSTON SKC3000S1024GNVIDIA RTX A400/PCIe 4GBNVIDIA Device 2291DELL P2415Q2 x Intel X550 + Intel I210Ubuntu 24.046.8.0-47-generic-64k (aarch64)GNOME Shell 46.0X Server 1.21.1.11NVIDIA 550.107.024.6.0GCC 13.2.0ext43840x2160AMD Ryzen Threadripper 7980X 64-Cores (64 Cores / 128 Threads)System76 Thelio Major (FA Z5 BIOS)AMD Device 14a44 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA21000GB CT1000T700SSD5AMD Radeon RX 6700 XT 12GBAMD Device 14ccAquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E6.8.0-47-generic (x86_64)X Server + Wayland4.6 Mesa 24.0.9-0ubuntu0.2 (LLVM 17.0.6 DRM 3.57)1920x1200OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- System76 Thelio Astra Altra M128-30: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-dIwDw0/gcc-13-13.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto --without-cuda-driver -v - System76 Thelio Major TR 7980X: --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- System76 Thelio Astra Altra M128-30: Scaling Governor: cppc_cpufreq schedutil (Boost: Disabled)- System76 Thelio Major TR 7980X: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105OpenCL Details- System76 Thelio Astra Altra M128-30: GPU Compute Cores: 768Python Details- Python 3.12.3Security Details- System76 Thelio Astra Altra M128-30: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + 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 __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected - System76 Thelio Major TR 7980X: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: 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; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

System76 Thelio Astra Altra M128-30 vs. System76 Thelio Major TR 7980X ComparisonPhoronix Test SuiteBaseline+353.6%+353.6%+707.2%+707.2%+1060.8%+1060.8%+1414.4%+1414.4%892.5%783.9%673.7%660.9%390.3%333.2%324.5%324%259.8%225.2%206.5%202.2%187.4%181.2%178.6%172.2%168.9%161.9%154.9%138.2%126%118.7%111.2%110.7%107.1%101.1%100.1%1414.5%1414.1%1003.2%96.7%94.4%88.2%85.1%84%83.3%66.8%64.1%51%50.8%44%22.2%13.4%11.8%5.5%3.8%R.N.N.I - CPUC.B.S.A - CPUD.B.s - CPUR.N.N.T - CPUWPA PSKHMAC-SHA512Object DetectionR.R.W.Rggml-base.en - 2.S.o.t.UD.B.s - CPUP.P.B.T.TTime To CompilePabellon Barcelona - CPU-OnlyUpdate RandFishy Cat - CPU-OnlyR.R.W.RCoreUpdate Randggml-small.en - 2.S.o.t.UTime To CompileImage ProcessingBarbershop - CPU-OnlyClassroom - CPU-OnlyUniform PlasmaUnix Makefilesmobilenet-v1-1.0102.6%ggml-medium.en - 2.S.o.t.UIP Shapes 3D - CPUIP Shapes 1D - CPUMD5BMW27 - CPU-OnlyP.ACPU - 256 - ResNet-50inception-v387%Mobilenet Quant86.6%NinjaS.F.P.RCPU - 512 - ResNet-50FP16MobileNetV281.8%NASNet Mobile81.5%QS8MobileNetV275%FP16MobileNetV3Large73.2%FP16MobileNetV3Small72.8%FP16MobileNetV169%squeezenetv1.167.1%DNN - D.N.NMPI CPU - water_GMX50_baremobilenetV362.2%DeepLab V361.5%FP32MobileNetV3Small58.4%FP32MobileNetV252.1%bcryptBlowfishMobileNetV2_22447.9%nasnet46.7%FP32MobileNetV3Large46.2%P.P.B.T.TSqueezeNet39.7%SqueezeNetV1.035.8%4K - 1635.3%5K - 1635.3%Small32.5%1080p - 1630.9%104 104 104 - 6029.5%resnet-v2-5028.4%CoreMark Size 666 - I.P.SVideoStitching13.2%Q.C.S.M.v12.1%Read While WritingRand Read10.6%Mobilenet Float10.4%FP32MobileNetV19%Read While Writing6.9%I.R.V5.8%Inception V4Rand Read4.3%Features 2DoneDNNoneDNNoneDNNoneDNNJohn The RipperJohn The RipperOpenCVRocksDBWhisper.cpponeDNNsrsRAN ProjectTimed Node.js CompilationBlenderRocksDBBlenderSpeedbOpenCVSpeedbWhisper.cppTimed Godot Game Engine CompilationOpenCVBlenderBlenderWarpXTimed LLVM CompilationMobile Neural NetworkNumpy BenchmarkWhisper.cpponeDNNoneDNNJohn The RipperBlenderWarpXPyTorchMobile Neural NetworkLiteRTTimed LLVM CompilationACES DGEMMPyTorchXNNPACKLiteRTXNNPACKXNNPACKXNNPACKXNNPACKMobile Neural NetworkOpenCVGROMACSMobile Neural NetworkLiteRTXNNPACKXNNPACKJohn The RipperJohn The RipperMobile Neural NetworkMobile Neural NetworkXNNPACKsrsRAN ProjectLiteRTMobile Neural NetworkC-RayC-RayminiFEC-RayHigh Performance Conjugate GradientMobile Neural NetworkCoremarkOpenCVOpenCVLiteRTRocksDBRocksDBLiteRTXNNPACKSpeedbLiteRTLiteRTSpeedbOpenCVSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X

System76 Thelio Astra Benchmarks With Ampere Altrabuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-godot: Time To Compilebuild-nodejs: Time To Compilexnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2numpy: onednn: Convolution Batch Shapes Auto - CPUonednn: Deconvolution Batch shapes_1d - CPUonednn: Deconvolution Batch shapes_3d - CPUonednn: IP Shapes 1D - CPUonednn: IP Shapes 3D - CPUonednn: Recurrent Neural Network Training - CPUonednn: Recurrent Neural Network Inference - CPUwhisper-cpp: ggml-base.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionwhisper-cpp: ggml-medium.en - 2016 State of the Unionlitert: Mobilenet Floatlitert: Mobilenet Quantlitert: NASNet Mobilelitert: SqueezeNetlitert: Inception ResNet V2litert: Inception V4litert: Quantized COCO SSD MobileNet v1litert: DeepLab V3pytorch: CPU - 256 - ResNet-50pytorch: CPU - 512 - ResNet-50blender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyblender: Barbershop - CPU-Onlymnn: nasnetmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3minife: Smallspeedb: Rand Readspeedb: Read While Writingspeedb: Read Rand Write Randspeedb: Update Randrocksdb: Rand Readrocksdb: Read While Writingrocksdb: Read Rand Write Randrocksdb: Update Randmt-dgemm: Sustained Floating-Point Ratec-ray: 1080p - 16c-ray: 4K - 16c-ray: 5K - 16coremark: CoreMark Size 666 - Iterations Per Secondhpcg: 104 104 104 - 60gromacs: MPI CPU - water_GMX50_barejohn-the-ripper: MD5john-the-ripper: Blowfishjohn-the-ripper: HMAC-SHA512john-the-ripper: bcryptjohn-the-ripper: WPA PSKwarpx: Plasma Accelerationwarpx: Uniform Plasmasrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PDSCH Processor Benchmark, Throughput Totalopencv: DNN - Deep Neural Networkopencv: Features 2Dopencv: Object Detectionopencv: Coreopencv: Image Processingopencv: Stitchingopencv: VideoSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X257.869415.578229.783511.051194326104108270512212093330424602311366.854.9378925.32257.900928.638655.108254148.633215.52405.39651564.899791056.782401927.051368.6525569.72363.3029027.727845.62964.533372.0824.2324.5235.8270.5365.08140.21357.0510.0391.5762.35414.3104.3942.2421.94219.36924201.44639004651345722111602271746634741568951016008212921782173521875.1360776.90226.42746.9752793203.06705221.41874.57412196671009726887933310094011006147.6534204938.515365851504.813707.1602928933310103612849321037124784914630139.333200.64696.471169.095211839696007428620633805572242524044737.750.5586727.787231.021130.5705620.337279545.232323.996112.68755221.59869528.115062127.822554.4546404.83300.4030710.626395.93323.555447.1245.6144.9518.2133.4023.3648.78163.2914.7272.5573.93418.3715.9693.3153.93436.22718264.14448922021258646731584424574314287735881136099954782376112513450.8992349.03735.76863.5673413412.62788716.53677.5041345500015231129841133315246953961124.5140256018.282812764612.519740.7361508604323801477819306428061512897OpenBenchmarking.org

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3060120180240300SE +/- 0.20, N = 3SE +/- 0.98, N = 3139.33257.87
MinAvgMaxSystem76 Thelio Astra Altra M128-3023.8124.1197.6System76 Thelio Major TR 7980X57.0290.8361.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.058.569.0System76 Thelio Major TR 7980X34.459.883.1OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.936.139.9System76 Thelio Major TR 7980X41.943.043.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix MakefilesSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3090180270360450SE +/- 0.41, N = 3SE +/- 0.62, N = 3200.65415.58
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.896.0191.3System76 Thelio Major TR 7980X55.6258.0359.1OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.054.566.0System76 Thelio Major TR 7980X39.559.879.4OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.934.536.9System76 Thelio Major TR 7980X41.943.343.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1224364860

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3050100150200250SE +/- 0.32, N = 3SE +/- 0.85, N = 396.47229.78
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.6100.5201.5System76 Thelio Major TR 7980X55.5242.5353.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.055.368.0System76 Thelio Major TR 7980X38.657.578.8OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.929.030.9System76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Drive Temperature (nvme0n1) Monitor1224364860

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 21.7.2Time To CompileSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30110220330440550SE +/- 0.18, N = 3SE +/- 1.15, N = 3169.10511.05
OpenBenchmarking.orgWatts, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 28.99 / Avg: 133.91 / Max: 198.36Min: 57.61 / Avg: 290.63 / Max: 354.03
MinAvgMaxSystem76 Thelio Major TR 7980X42.462.484.1System76 Thelio Astra Altra M128-3051.062.571.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645Min: 29.85 / Avg: 32.32 / Max: 37.85Min: 42.85 / Avg: 44.16 / Max: 45.85

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV1System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5001000150020002500SE +/- 18.36, N = 3SE +/- 10.26, N = 3194321181. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 26.06, N = 3SE +/- 20.17, N = 3261039691. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3LargeSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X13002600390052006500SE +/- 73.96, N = 3SE +/- 21.73, N = 3410860071. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3SmallSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 12.91, N = 3SE +/- 4.67, N = 3270542861. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X400800120016002000SE +/- 23.78, N = 3SE +/- 9.49, N = 3122120631. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X8001600240032004000SE +/- 28.10, N = 3SE +/- 10.73, N = 3209338051. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3LargeSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X12002400360048006000SE +/- 55.56, N = 3SE +/- 7.55, N = 3330457221. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3SmallSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 73.70, N = 3SE +/- 5.70, N = 3246042521. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 61.16, N = 3SE +/- 39.34, N = 3231140441. (CXX) g++ options: -O3 -lrt -lm
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.4133.2201.1System76 Thelio Major TR 7980X58.6275.0336.8OpenBenchmarking.orgWatts, Fewer Is BetterXNNPACK b7b048CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X40.558.563.9System76 Thelio Astra Altra M128-3050.061.365.0OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.929.130.9System76 Thelio Major TR 7980X41.942.042.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048Drive Temperature (nvme0n1) Monitor1224364860

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30160320480640800SE +/- 2.48, N = 3SE +/- 1.54, N = 3737.75366.85
OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2468107.7916.323
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.447.158.1System76 Thelio Major TR 7980X52.9116.7128.5OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.046.552.0System76 Thelio Major TR 7980X34.946.573.3OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkCPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkDrive Temperature (nvme0n1) Monitor1224364860

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPUSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301.1112.2223.3334.4445.555SE +/- 0.001464, N = 7SE +/- 0.034692, N = 120.5586724.937890-mcpu=generic -lpthread - MIN: 4.071. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.4108.8192.7System76 Thelio Major TR 7980X50.1224.4352.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X34.048.459.3System76 Thelio Astra Altra M128-3044.053.665.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.929.029.9System76 Thelio Major TR 7980X39.939.839.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPUSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30612182430SE +/- 0.02546, N = 3SE +/- 0.23064, N = 77.7872325.32250-msse4.1 -fcf-protection=full - MIN: 4.91-mcpu=generic -lpthread - MIN: 19.771. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.5111.9211.8System76 Thelio Major TR 7980X58.0259.0352.1OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X38.953.961.1System76 Thelio Astra Altra M128-3048.055.665.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30246810SE +/- 0.00060, N = 9SE +/- 0.29556, N = 151.021137.90092-mcpu=generic -lpthread - MIN: 2.991. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.382.5130.3System76 Thelio Major TR 7980X50.8173.1344.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X40.647.756.0System76 Thelio Astra Altra M128-3048.052.564.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30246810SE +/- 0.002121, N = 4SE +/- 0.078824, N = 150.5705628.638650-mcpu=generic -lpthread - MIN: 3.441. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.2109.5202.2System76 Thelio Major TR 7980X53.3234.0327.7OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X38.950.757.9System76 Thelio Astra Altra M128-3047.054.969.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPUSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301.14942.29883.44824.59765.747SE +/- 0.001823, N = 5SE +/- 0.125327, N = 150.3372795.108250-mcpu=generic -lpthread - MIN: 1.971. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6106.5165.5System76 Thelio Major TR 7980X55.6204.4328.4OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X40.649.155.1System76 Thelio Astra Altra M128-3049.054.663.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-309001800270036004500SE +/- 0.54, N = 3SE +/- 13.08, N = 3545.234148.63-mcpu=generic -lpthread - MIN: 3579.881. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.7176.1226.1System76 Thelio Major TR 7980X47.3308.5352.6OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X40.358.863.5System76 Thelio Astra Altra M128-3048.065.973.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.227.9System76 Thelio Major TR 7980X39.939.939.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPUSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-307001400210028003500SE +/- 0.63, N = 3SE +/- 30.66, N = 3324.003215.52-mcpu=generic -lpthread - MIN: 2717.061. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.0142.0228.0System76 Thelio Major TR 7980X58.4311.5352.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X43.658.464.4System76 Thelio Astra Altra M128-3053.061.973.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364526.85

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the UnionSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3090180270360450SE +/- 0.11, N = 3SE +/- 1.58, N = 3112.69405.40-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni-mcpu=native1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.8152.1188.1System76 Thelio Major TR 7980X52.1275.3306.9OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X42.958.765.4System76 Thelio Astra Altra M128-3051.063.769.0OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.427.9System76 Thelio Major TR 7980X39.940.140.9OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the UnionSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30120240360480600SE +/- 0.09, N = 3SE +/- 23.23, N = 9221.60564.90-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni-mcpu=native1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 30.67 / Avg: 160.95 / Max: 222.21Min: 53.44 / Avg: 307.39 / Max: 344.27
MinAvgMaxSystem76 Thelio Major TR 7980X42.962.172.4System76 Thelio Astra Altra M128-3053.065.473.0OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240Min: 26.85 / Avg: 26.87 / Max: 27.85Min: 39.85 / Avg: 40.84 / Max: 40.85

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the UnionSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-302004006008001000SE +/- 1.16, N = 3SE +/- 42.64, N = 9528.121056.78-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni-mcpu=native1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 29.79 / Avg: 169.79 / Max: 235.97Min: 55.13 / Avg: 330.87 / Max: 351.75
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301428425670Min: 43.5 / Avg: 64.65 / Max: 72.88Min: 52 / Avg: 66.27 / Max: 75
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645Min: 25.85 / Avg: 26.66 / Max: 26.85Min: 40.85 / Avg: 40.87 / Max: 41.85

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet FloatSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5001000150020002500SE +/- 12.15, N = 3SE +/- 13.97, N = 31927.052127.82
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.1156.5200.7System76 Thelio Major TR 7980X56.4289.4314.5OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X44.460.263.0System76 Thelio Astra Altra M128-3054.065.167.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.641.9OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet QuantSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5001000150020002500SE +/- 9.82, N = 3SE +/- 36.53, N = 31368.652554.45
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6131.5172.8System76 Thelio Major TR 7980X55.9266.9299.0OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X44.658.761.6System76 Thelio Astra Altra M128-3053.060.962.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet MobileSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X10K20K30K40K50KSE +/- 247.26, N = 3SE +/- 225.85, N = 325569.746404.8
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.8108.2143.7System76 Thelio Major TR 7980X32.8238.2258.4OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Major TR 7980X44.855.458.3System76 Thelio Astra Altra M128-3051.056.359.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 5.44, N = 3SE +/- 24.05, N = 32363.303300.40
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.2153.1203.1System76 Thelio Major TR 7980X53.3281.4307.4OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X43.959.562.5System76 Thelio Astra Altra M128-3049.061.965.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7K14K21K28K35KSE +/- 184.20, N = 3SE +/- 80.99, N = 329027.730710.6
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.6154.1193.5System76 Thelio Major TR 7980X54.5310.3342.7OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X44.861.864.9System76 Thelio Astra Altra M128-3051.064.166.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-306K12K18K24K30KSE +/- 117.38, N = 3SE +/- 149.53, N = 326395.927845.6
MinAvgMaxSystem76 Thelio Astra Altra M128-3031.7161.5200.9System76 Thelio Major TR 7980X54.3325.1352.8OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.862.965.4System76 Thelio Astra Altra M128-3052.065.768.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 17.01, N = 3SE +/- 24.92, N = 32964.533323.55
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.1119.8162.9System76 Thelio Major TR 7980X58.5263.7287.3OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Major TR 7980X44.658.462.0System76 Thelio Astra Altra M128-3052.058.760.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X12002400360048006000SE +/- 20.38, N = 3SE +/- 29.16, N = 33372.085447.12
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.9141.2186.2System76 Thelio Major TR 7980X55.9267.6292.6OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Major TR 7980X44.358.261.1System76 Thelio Astra Altra M128-3050.060.863.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301020304050SE +/- 0.15, N = 3SE +/- 0.34, N = 345.6124.23MIN: 42.27 / MAX: 46.41MIN: 11.28 / MAX: 26.16
OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-300.03940.07880.11820.15760.1970.1750.120
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.3201.6243.5System76 Thelio Major TR 7980X54.7260.3301.1OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X45.657.678.3System76 Thelio Astra Altra M128-3051.070.474.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.126.9System76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301020304050SE +/- 0.29, N = 3SE +/- 0.33, N = 344.9524.52MIN: 41.24 / MAX: 46.05MIN: 12.59 / MAX: 26.37
OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-300.03890.07780.11670.15560.19450.1730.121
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.5203.3252.3System76 Thelio Major TR 7980X43.6259.7299.5OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X44.356.777.0System76 Thelio Astra Altra M128-3054.071.374.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor1224364860

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: BMW27 - Compute: CPU-OnlySystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30816243240SE +/- 0.09, N = 3SE +/- 0.15, N = 318.2135.82
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.0158.1193.4System76 Thelio Major TR 7980X50.8279.1352.4OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X43.960.267.3System76 Thelio Astra Altra M128-3054.065.769.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Classroom - Compute: CPU-OnlySystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301632486480SE +/- 0.13, N = 3SE +/- 0.16, N = 333.4070.53
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.5176.6197.3System76 Thelio Major TR 7980X55.4305.9352.8OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X42.562.779.1System76 Thelio Astra Altra M128-3053.067.270.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Fishy Cat - Compute: CPU-OnlySystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301530456075SE +/- 0.11, N = 3SE +/- 0.27, N = 323.3665.08
MinAvgMaxSystem76 Thelio Astra Altra M128-3031.5165.0197.0System76 Thelio Major TR 7980X58.3289.6352.8OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X43.460.677.9System76 Thelio Astra Altra M128-3053.065.869.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Pabellon Barcelona - Compute: CPU-OnlySystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30306090120150SE +/- 0.05, N = 3SE +/- 0.36, N = 348.78140.21
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.0182.2196.5System76 Thelio Major TR 7980X49.5316.5353.1OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X42.963.677.0System76 Thelio Astra Altra M128-3052.068.070.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Barbershop - Compute: CPU-OnlySystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3080160240320400SE +/- 0.33, N = 3SE +/- 0.30, N = 3163.29357.05
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.4191.7205.7System76 Thelio Major TR 7980X53.3334.8353.5OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.366.569.1System76 Thelio Astra Altra M128-3053.069.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.841.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: nasnetSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X48121620SE +/- 0.02, N = 3SE +/- 0.16, N = 310.0414.73MIN: 9.76 / MAX: 11.23MIN: 14.05 / MAX: 19.071. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: mobilenetV3System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.57531.15061.72592.30122.8765SE +/- 0.032, N = 3SE +/- 0.012, N = 31.5762.557MIN: 1.38 / MAX: 2.66MIN: 2.39 / MAX: 3.371. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: squeezenetv1.1System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.88521.77042.65563.54084.426SE +/- 0.008, N = 3SE +/- 0.039, N = 32.3543.934MIN: 2.18 / MAX: 5.04MIN: 3.74 / MAX: 4.711. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: resnet-v2-50System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X510152025SE +/- 0.35, N = 3SE +/- 0.00, N = 314.3118.37MIN: 13.48 / MAX: 17.96MIN: 18.04 / MAX: 28.71. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: SqueezeNetV1.0System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.3432.6864.0295.3726.715SE +/- 0.030, N = 3SE +/- 0.065, N = 34.3945.969MIN: 4.2 / MAX: 6.39MIN: 5.66 / MAX: 10.421. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: MobileNetV2_224System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.74591.49182.23772.98363.7295SE +/- 0.014, N = 3SE +/- 0.006, N = 32.2423.315MIN: 2.13 / MAX: 3.86MIN: 3.2 / MAX: 4.751. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: mobilenet-v1-1.0System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.88521.77042.65563.54084.426SE +/- 0.005, N = 3SE +/- 0.021, N = 31.9423.934MIN: 1.79 / MAX: 3.63MIN: 3.82 / MAX: 4.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: inception-v3System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.03, N = 3SE +/- 0.01, N = 319.3736.23MIN: 18.94 / MAX: 21.81MIN: 35.98 / MAX: 47.781. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.099.8116.2System76 Thelio Major TR 7980X48.8208.6247.2OpenBenchmarking.orgWatts, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Major TR 7980X40.346.050.1System76 Thelio Astra Altra M128-3049.056.962.0OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.626.9System76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dDrive Temperature (nvme0n1) Monitor1224364860

miniFE

MiniFE Finite Element is an application for unstructured implicit finite element codes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5K10K15K20K25KSE +/- 20.09, N = 4SE +/- 22.76, N = 324201.418264.11. (CXX) g++ options: -O3 -fopenmp -lmpi_cxx -lmpi
OpenBenchmarking.orgCG Mflops Per Watt, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X50100150200250243.6485.93
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.099.3172.4System76 Thelio Major TR 7980X50.0212.5295.0OpenBenchmarking.orgWatts, Fewer Is BetterminiFE 2.2CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Major TR 7980X38.048.154.1System76 Thelio Astra Altra M128-3047.053.459.0OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364526.85

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100M200M300M400M500MSE +/- 4679221.79, N = 15SE +/- 678570.59, N = 34639004654448922021. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X500K1000K1500K2000K2500K2208238.421343999.32
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7210.1232.3System76 Thelio Major TR 7980X58.4331.0353.1OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X39.466.871.0System76 Thelio Astra Altra M128-3047.071.675.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.925.926.9System76 Thelio Major TR 7980X39.939.939.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3M6M9M12M15MSE +/- 753903.88, N = 15SE +/- 230932.35, N = 1513457221125864671. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100K84315.3137976.88
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.0159.6192.3System76 Thelio Major TR 7980X53.8331.4352.5OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.064.669.0System76 Thelio Major TR 7980X42.965.371.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.427.9System76 Thelio Major TR 7980X39.941.041.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30700K1400K2100K2800K3500KSE +/- 6116.46, N = 3SE +/- 7547.70, N = 3315844211602271. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X4K8K12K16K20K20630.089841.30
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.656.272.6System76 Thelio Major TR 7980X47.8320.9352.1OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.050.155.0System76 Thelio Major TR 7980X45.164.775.3OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405027.85

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Update RandomSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30100K200K300K400K500KSE +/- 1072.72, N = 3SE +/- 1456.90, N = 34574311746631. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X80016002400320040003633.231457.88
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.848.167.3System76 Thelio Major TR 7980X58.6313.8340.4OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.045.648.0System76 Thelio Major TR 7980X44.863.777.1OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.928.128.9System76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1224364860

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100M200M300M400M500MSE +/- 6329660.21, N = 3SE +/- 1100751.77, N = 34741568954287735881. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X500K1000K1500K2000K2500K2278620.281296889.46
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.3208.1228.4System76 Thelio Major TR 7980X57.9330.6353.1OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.068.073.0System76 Thelio Major TR 7980X44.169.572.4OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.129.9System76 Thelio Major TR 7980X41.941.941.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-302M4M6M8M10MSE +/- 163321.59, N = 3SE +/- 84686.88, N = 311360999101600821. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X12K24K36K48K60K55264.8334331.39
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6183.8219.7System76 Thelio Major TR 7980X59.3330.9352.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.865.469.0System76 Thelio Astra Altra M128-3053.067.372.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301.2M2.4M3.6M4.8M6MSE +/- 40762.83, N = 3SE +/- 9460.89, N = 3547823712921781. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5K10K15K20K25K22121.1016605.67
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.858.481.0System76 Thelio Major TR 7980X56.2329.9351.7OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.050.657.0System76 Thelio Major TR 7980X45.365.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.827.9System76 Thelio Major TR 7980X41.942.442.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30130K260K390K520K650KSE +/- 681.42, N = 3SE +/- 1778.60, N = 36112512173521. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100020003000400050004527.591857.38
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.448.058.8System76 Thelio Major TR 7980X55.6329.1351.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.045.648.0System76 Thelio Major TR 7980X45.166.774.8OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-307001400210028003500SE +/- 3.64, N = 4SE +/- 4.30, N = 33450.901875.14-mavx21. (CC) gcc options: -ffast-math -O3 -fopenmp -lopenblas
OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30369121512.0839.645
MinAvgMaxSystem76 Thelio Astra Altra M128-3031.7194.4245.3System76 Thelio Major TR 7980X55.0285.6353.0OpenBenchmarking.orgWatts, Fewer Is BetterACES DGEMM 1.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X45.160.365.4System76 Thelio Astra Altra M128-3044.064.570.0OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.928.129.9System76 Thelio Major TR 7980X42.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0Drive Temperature (nvme0n1) Monitor1224364860

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3691215SE +/- 0.001, N = 6SE +/- 0.016, N = 56.9029.0371. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.5147.4248.5System76 Thelio Major TR 7980X57.8257.7352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.459.566.8System76 Thelio Astra Altra M128-3051.063.373.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.626.9System76 Thelio Major TR 7980X41.942.642.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.02, N = 3SE +/- 0.10, N = 326.4335.771. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6202.1248.4System76 Thelio Major TR 7980X56.3317.3352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X42.965.169.5System76 Thelio Astra Altra M128-3050.069.976.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.142.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670SE +/- 0.02, N = 3SE +/- 0.11, N = 346.9863.571. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra Altra M128-3032.2219.1248.6System76 Thelio Major TR 7980X47.6330.2352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.867.570.5System76 Thelio Astra Altra M128-3052.073.077.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3024.925.325.9System76 Thelio Major TR 7980X41.941.941.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

Coremark

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

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30700K1400K2100K2800K3500KSE +/- 23890.91, N = 3SE +/- 1584.02, N = 33413412.632793203.071. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec Per Watt, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X6K12K18K24K30K25825.3611992.38
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.8108.2168.4System76 Thelio Major TR 7980X59.0284.6352.4OpenBenchmarking.orgWatts, Fewer Is BetterCoremark 1.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.764.0System76 Thelio Major TR 7980X44.864.376.1OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405024.85

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X510152025SE +/- 0.00, N = 3SE +/- 0.02, N = 321.4216.541. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.02720.05440.08160.10880.1360.1210.056
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.2176.4188.4System76 Thelio Major TR 7980X56.6293.5346.6OpenBenchmarking.orgWatts, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X43.459.982.8System76 Thelio Astra Altra M128-3050.066.970.0OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1Drive Temperature (nvme0n1) Monitor1224364860

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30246810SE +/- 0.017, N = 3SE +/- 0.013, N = 37.5044.5741. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-300.00560.01120.01680.02240.0280.0250.024
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.9192.0236.8System76 Thelio Major TR 7980X53.7300.6352.3OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2024CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.463.082.8System76 Thelio Astra Altra M128-3054.069.974.0OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.727.9System76 Thelio Major TR 7980X42.942.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024Drive Temperature (nvme0n1) Monitor1224364860

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD5System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-303M6M9M12M15MSE +/- 13316.66, N = 3SE +/- 5174.72, N = 3134550001219667-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: MD5System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-309K18K27K36K45K40767.1211325.02
MinAvgMaxSystem76 Thelio Astra Altra M128-3032.0107.7132.7System76 Thelio Major TR 7980X55.5330.0353.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.761.0System76 Thelio Major TR 7980X44.866.770.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.442.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3030K60K90K120K150KSE +/- 202.63, N = 3SE +/- 126.74, N = 3152311100972-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X140280420560700663.63484.84
MinAvgMaxSystem76 Thelio Astra Altra28.8149.1182.9System76 Thelio Astra Altra M128-3030.0152.2183.8System76 Thelio Major TR 7980X56.9313.6352.4OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra47.060.465.0System76 Thelio Astra Altra M128-3050.062.465.0System76 Thelio Major TR 7980X44.868.874.3OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra26.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3060M120M180M240M300MSE +/- 860641.69, N = 3SE +/- 457404.76, N = 329841133368879333-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30200K400K600K800K1000K1049807.81761323.21
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.990.5125.0System76 Thelio Major TR 7980X59.0284.3337.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.054.058.0System76 Thelio Major TR 7980X44.860.765.4OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3030K60K90K120K150KSE +/- 186.01, N = 3SE +/- 259.62, N = 3152469100940-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X150300450600750676.92486.12

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30120K240K360K480K600KSE +/- 1530.79, N = 3SE +/- 612.62, N = 3539611110061-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-304008001200160020001716.14776.57
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7141.7175.5System76 Thelio Major TR 7980X56.1314.4352.4OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.061.765.0System76 Thelio Major TR 7980X44.865.069.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Plasma AccelerationSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301122334455SE +/- 0.04, N = 3SE +/- 0.09, N = 324.5147.651. (CXX) g++ options: -O3
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.6169.5195.0System76 Thelio Major TR 7980X56.2302.7351.7OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.064.768.0System76 Thelio Major TR 7980X44.866.475.6OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.426.9System76 Thelio Major TR 7980X41.941.841.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Uniform PlasmaSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30918273645SE +/- 0.11, N = 3SE +/- 0.31, N = 318.2838.521. (CXX) g++ options: -O3
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.8152.4186.3System76 Thelio Major TR 7980X57.1269.7351.4OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.062.665.0System76 Thelio Major TR 7980X44.363.273.3OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.927.9System76 Thelio Major TR 7980X41.942.945.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor1224364860

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3010002000300040005000SE +/- 0.32, N = 3SE +/- 3.59, N = 34612.51504.8-march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 3132.3 / MAX: 4613.1MIN: 885.6 / MAX: 15121. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl
OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-304812162015.8314.21
MinAvgMaxSystem76 Thelio Astra Altra M128-3031.2105.9135.5System76 Thelio Major TR 7980X51.1291.4349.7OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.057.961.0System76 Thelio Major TR 7980X43.463.378.8OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.928.128.9System76 Thelio Major TR 7980X42.942.943.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-304K8K12K16K20KSE +/- 57.06, N = 3SE +/- 72.39, N = 319740.713707.1-march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq1. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl
OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2040608010080.4668.61
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7170.4214.6System76 Thelio Major TR 7980X56.6287.7355.5OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X43.961.270.0System76 Thelio Astra Altra M128-3049.063.768.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.427.9System76 Thelio Major TR 7980X41.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor1224364860

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: DNN - Deep Neural NetworkSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3013K26K39K52K65KSE +/- 1239.45, N = 15SE +/- 717.84, N = 43615060292-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.8103.9176.6System76 Thelio Major TR 7980X28.9211.2334.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X41.152.272.4System76 Thelio Astra Altra M128-3049.056.469.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.742.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Features 2DSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3020K40K60K80K100KSE +/- 3626.20, N = 15SE +/- 2087.36, N = 128604389333-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.767.4101.6System76 Thelio Major TR 7980X47.2209.9304.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.047.659.0System76 Thelio Major TR 7980X39.451.276.6OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X816243240Min: 38.85 / Avg: 40.11 / Max: 40.85

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Object DetectionSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3020K40K60K80K100KSE +/- 434.10, N = 15SE +/- 793.40, N = 923801101036-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.243.869.8System76 Thelio Major TR 7980X45.1152.3292.2OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Astra Altra M128-3043.044.850.0System76 Thelio Major TR 7980X36.345.078.3OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.928.829.9System76 Thelio Major TR 7980X38.939.339.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: CoreSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3030K60K90K120K150KSE +/- 436.47, N = 3SE +/- 482.28, N = 347781128493-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.355.7183.0System76 Thelio Major TR 7980X52.3135.4351.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X34.941.056.9System76 Thelio Astra Altra M128-3044.046.457.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.528.9System76 Thelio Major TR 7980X37.938.738.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Image ProcessingSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3050K100K150K200K250KSE +/- 1000.50, N = 3SE +/- 1895.00, N = 1293064210371-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 29.11 / Avg: 73.45 / Max: 174.91Min: 46.45 / Avg: 204.1 / Max: 351.64
MinAvgMaxSystem76 Thelio Major TR 7980X34.447.564.1System76 Thelio Astra Altra M128-3044.047.859.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240Min: 26.85 / Avg: 26.89 / Max: 27.85Min: 37.85 / Avg: 37.88 / Max: 38.85

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: StitchingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60K120K180K240K300KSE +/- 1011.33, N = 3SE +/- 2278.09, N = 3247849280615-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.753.675.3System76 Thelio Major TR 7980X35.1148.5291.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Major TR 7980X36.642.678.0System76 Thelio Astra Altra M128-3043.044.947.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X36.937.837.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: VideoSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-303K6K9K12K15KSE +/- 121.71, N = 4SE +/- 169.59, N = 41289714630-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.396.3142.7System76 Thelio Major TR 7980X41.7233.3344.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X35.849.459.8System76 Thelio Astra Altra M128-3043.050.158.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Major TR 7980X36.937.837.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 23.78 / Avg: 138.85 / Max: 252.32Min: 28.94 / Avg: 265.43 / Max: 361.54

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3020406080100Min: 34 / Avg: 58.32 / Max: 92.5Min: 43 / Avg: 61.05 / Max: 77

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsiusDrive Temperature (nvme0n1) MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645Min: 24.85 / Avg: 27.9 / Max: 39.85Min: 36.85 / Avg: 41.47 / Max: 45.85

82 Results Shown

Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Godot Game Engine Compilation
Timed Node.js Compilation
XNNPACK:
  FP32MobileNetV1
  FP32MobileNetV2
  FP32MobileNetV3Large
  FP32MobileNetV3Small
  FP16MobileNetV1
  FP16MobileNetV2
  FP16MobileNetV3Large
  FP16MobileNetV3Small
  QS8MobileNetV2
Numpy Benchmark
oneDNN:
  Convolution Batch Shapes Auto - CPU
  Deconvolution Batch shapes_1d - CPU
  Deconvolution Batch shapes_3d - CPU
  IP Shapes 1D - CPU
  IP Shapes 3D - CPU
  Recurrent Neural Network Training - CPU
  Recurrent Neural Network Inference - CPU
Whisper.cpp:
  ggml-base.en - 2016 State of the Union
  ggml-small.en - 2016 State of the Union
  ggml-medium.en - 2016 State of the Union
LiteRT:
  Mobilenet Float
  Mobilenet Quant
  NASNet Mobile
  SqueezeNet
  Inception ResNet V2
  Inception V4
  Quantized COCO SSD MobileNet v1
  DeepLab V3
PyTorch:
  CPU - 256 - ResNet-50
  CPU - 512 - ResNet-50
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Pabellon Barcelona - CPU-Only
  Barbershop - CPU-Only
Mobile Neural Network:
  nasnet
  mobilenetV3
  squeezenetv1.1
  resnet-v2-50
  SqueezeNetV1.0
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
miniFE
Speedb:
  Rand Read
  Read While Writing
  Read Rand Write Rand
  Update Rand
RocksDB:
  Rand Read
  Read While Writing
  Read Rand Write Rand
  Update Rand
ACES DGEMM
C-Ray:
  1080p - 16
  4K - 16
  5K - 16
Coremark
High Performance Conjugate Gradient
GROMACS
John The Ripper:
  MD5
  Blowfish
  HMAC-SHA512
  bcrypt
  WPA PSK
WarpX:
  Plasma Acceleration
  Uniform Plasma
srsRAN Project:
  PUSCH Processor Benchmark, Throughput Total
  PDSCH Processor Benchmark, Throughput Total
OpenCV:
  DNN - Deep Neural Network
  Features 2D
  Object Detection
  Core
  Image Processing
  Stitching
  Video
CPU Power Consumption Monitor:
  Phoronix Test Suite System Monitoring:
    Watts
    Celsius
    Celsius

System76 Thelio Astra Altra M128-30

Processor: ARMv8 Neoverse-N1 @ 3.00GHz (128 Cores), Motherboard: System76 Thelio Astra (3.02 BIOS), Chipset: Ampere Computing LLC Altra PCI Root Complex A, Memory: 8 x 32GB DDR4-3200MT/s Micron 18ASF4G72PDZ-3G2F1, Disk: 1024GB KINGSTON SKC3000S1024G, Graphics: NVIDIA RTX A400/PCIe 4GB, Audio: NVIDIA Device 2291, Monitor: DELL P2415Q, Network: 2 x Intel X550 + Intel I210

OS: Ubuntu 24.04, Kernel: 6.8.0-47-generic-64k (aarch64), Desktop: GNOME Shell 46.0, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.107.02, OpenGL: 4.6.0, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-dIwDw0/gcc-13-13.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto --without-cuda-driver -v
Processor Notes: Scaling Governor: cppc_cpufreq schedutil (Boost: Disabled)
OpenCL Notes: GPU Compute Cores: 768
Python Notes: Python 3.12.3
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + 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 __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 18 October 2024 14:55 by user system76.

System76 Thelio Major TR 7980X

Processor: AMD Ryzen Threadripper 7980X 64-Cores (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: AMD Radeon RX 6700 XT 12GB, Audio: AMD Device 14cc, Monitor: DELL P2415Q, Network: Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E

OS: Ubuntu 24.04, Kernel: 6.8.0-47-generic (x86_64), Desktop: GNOME Shell 46.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.0.9-0ubuntu0.2 (LLVM 17.0.6 DRM 3.57), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200

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: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105
Python Notes: Python 3.12.3
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: 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; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 19 October 2024 11:35 by user phoronix.