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
Invert Behavior (Only Show Selected Data)
  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 Altralitert: Mobilenet Floatlitert: Mobilenet Quantlitert: NASNet Mobilelitert: SqueezeNetlitert: Inception ResNet V2litert: Inception V4litert: Quantized COCO SSD MobileNet v1litert: DeepLab V3numpy: mnn: nasnetmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3warpx: Uniform Plasmaopencv: DNN - Deep Neural Networkwarpx: Plasma Accelerationopencv: Features 2Dopencv: Object Detectionopencv: Coreopencv: Image Processingopencv: Stitchingopencv: Videopytorch: CPU - 256 - ResNet-50pytorch: CPU - 512 - ResNet-50whisper-cpp: ggml-base.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionblender: Pabellon Barcelona - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlywhisper-cpp: ggml-medium.en - 2016 State of the Unionxnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2gromacs: MPI CPU - water_GMX50_barehpcg: 104 104 104 - 60onednn: Convolution Batch Shapes Auto - CPUonednn: Deconvolution Batch shapes_1d - CPUonednn: Deconvolution Batch shapes_3d - CPUonednn: IP Shapes 1D - CPUonednn: Recurrent Neural Network Training - CPUonednn: Recurrent Neural Network Inference - CPUmt-dgemm: Sustained Floating-Point Rateminife: Smallcoremark: CoreMark Size 666 - Iterations Per Secondjohn-the-ripper: MD5blender: BMW27 - CPU-Onlyonednn: IP Shapes 3D - CPUjohn-the-ripper: Blowfishjohn-the-ripper: HMAC-SHA512john-the-ripper: bcryptjohn-the-ripper: WPA PSKbuild-llvm: Ninjabuild-llvm: Unix Makefilesc-ray: 1080p - 16c-ray: 4K - 16c-ray: 5K - 16build-godot: Time To Compilebuild-nodejs: Time To Compilesrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PDSCH Processor Benchmark, Throughput Totalspeedb: Rand Readspeedb: Read While Writingspeedb: Read Rand Write Randspeedb: Update Randrocksdb: Rand Readrocksdb: Read While Writingrocksdb: Read Rand Write Randrocksdb: Update RandSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1927.051368.6525569.72363.3029027.727845.62964.533372.08366.8510.0391.5762.35414.3104.3942.2421.94219.36938.515365856029247.65342049893331010361284932103712478491463024.2324.52405.39651564.89979140.2170.5365.08357.051056.782401943261041082705122120933304246023114.57421.41874.9378925.32257.900928.638654148.633215.521875.13607724201.42793203.067052121966735.825.1082510097268879333100940110061257.869415.5786.90226.42746.975229.783511.0511504.813707.14639004651345722111602271746634741568951016008212921782173522127.822554.4546404.83300.4030710.626395.93323.555447.12737.7514.7272.5573.93418.3715.9693.3153.93436.22718.282812763615024.51402560860432380147781930642806151289745.6144.95112.68755221.5986948.7833.4023.36163.29528.115062118396960074286206338055722425240447.50416.53670.5586727.787231.021130.570562545.232323.9963450.89923418264.13413412.6278871345500018.210.337279152311298411333152469539611139.333200.6469.03735.76863.56796.471169.0954612.519740.7444892202125864673158442457431428773588113609995478237611251OpenBenchmarking.org

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet FloatSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-305001000150020002500SE +/- 13.97, N = 3SE +/- 12.15, N = 32127.821927.05
MinAvgMaxSystem76 Thelio Major TR 7980X56.4289.4314.5System76 Thelio Astra Altra M128-3030.1156.5200.7OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.065.167.0System76 Thelio Major TR 7980X44.460.263.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.641.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet QuantSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-305001000150020002500SE +/- 36.53, N = 3SE +/- 9.82, N = 32554.451368.65
MinAvgMaxSystem76 Thelio Major TR 7980X55.9266.9299.0System76 Thelio Astra Altra M128-3028.6131.5172.8OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.060.962.0System76 Thelio Major TR 7980X44.658.761.6OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet MobileSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3010K20K30K40K50KSE +/- 225.85, N = 3SE +/- 247.26, N = 346404.825569.7
MinAvgMaxSystem76 Thelio Major TR 7980X32.8238.2258.4System76 Thelio Astra Altra M128-3028.8108.2143.7OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.056.359.0System76 Thelio Major TR 7980X44.855.458.3OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-307001400210028003500SE +/- 24.05, N = 3SE +/- 5.44, N = 33300.402363.30
MinAvgMaxSystem76 Thelio Major TR 7980X53.3281.4307.4System76 Thelio Astra Altra M128-3029.2153.1203.1OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.061.965.0System76 Thelio Major TR 7980X43.959.562.5OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-307K14K21K28K35KSE +/- 80.99, N = 3SE +/- 184.20, N = 330710.629027.7
MinAvgMaxSystem76 Thelio Major TR 7980X54.5310.3342.7System76 Thelio Astra Altra M128-3030.6154.1193.5OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.064.166.0System76 Thelio Major TR 7980X44.861.864.9OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X6K12K18K24K30KSE +/- 149.53, N = 3SE +/- 117.38, N = 327845.626395.9
MinAvgMaxSystem76 Thelio Major TR 7980X54.3325.1352.8System76 Thelio Astra Altra M128-3031.7161.5200.9OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.065.768.0System76 Thelio Major TR 7980X44.862.965.4OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-307001400210028003500SE +/- 24.92, N = 3SE +/- 17.01, N = 33323.552964.53
MinAvgMaxSystem76 Thelio Major TR 7980X58.5263.7287.3System76 Thelio Astra Altra M128-3028.1119.8162.9OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.760.0System76 Thelio Major TR 7980X44.658.462.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3012002400360048006000SE +/- 29.16, N = 3SE +/- 20.38, N = 35447.123372.08
MinAvgMaxSystem76 Thelio Major TR 7980X55.9267.6292.6System76 Thelio Astra Altra M128-3028.9141.2186.2OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.060.863.0System76 Thelio Major TR 7980X44.358.261.1OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

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 Astra Altra M128-30System76 Thelio Major TR 7980X160320480640800SE +/- 1.54, N = 3SE +/- 2.48, N = 3366.85737.75
OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-302468106.3237.791
MinAvgMaxSystem76 Thelio Major TR 7980X52.9116.7128.5System76 Thelio Astra Altra M128-3030.447.158.1OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Major TR 7980X34.946.573.3System76 Thelio Astra Altra M128-3044.046.552.0OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkCPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X39.941.241.9System76 Thelio Astra Altra M128-3028.928.928.9OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkDrive Temperature (nvme0n1) Monitor1224364860

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: nasnetSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3048121620SE +/- 0.16, N = 3SE +/- 0.02, N = 314.7310.04MIN: 14.05 / MAX: 19.07MIN: 9.76 / MAX: 11.231. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-300.57531.15061.72592.30122.8765SE +/- 0.012, N = 3SE +/- 0.032, N = 32.5571.576MIN: 2.39 / MAX: 3.37MIN: 1.38 / MAX: 2.661. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-300.88521.77042.65563.54084.426SE +/- 0.039, N = 3SE +/- 0.008, N = 33.9342.354MIN: 3.74 / MAX: 4.71MIN: 2.18 / MAX: 5.041. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-30510152025SE +/- 0.00, N = 3SE +/- 0.35, N = 318.3714.31MIN: 18.04 / MAX: 28.7MIN: 13.48 / MAX: 17.961. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-301.3432.6864.0295.3726.715SE +/- 0.065, N = 3SE +/- 0.030, N = 35.9694.394MIN: 5.66 / MAX: 10.42MIN: 4.2 / MAX: 6.391. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-300.74591.49182.23772.98363.7295SE +/- 0.006, N = 3SE +/- 0.014, N = 33.3152.242MIN: 3.2 / MAX: 4.75MIN: 2.13 / MAX: 3.861. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-300.88521.77042.65563.54084.426SE +/- 0.021, N = 3SE +/- 0.005, N = 33.9341.942MIN: 3.82 / MAX: 4.53MIN: 1.79 / MAX: 3.631. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-30816243240SE +/- 0.01, N = 3SE +/- 0.03, N = 336.2319.37MIN: 35.98 / MAX: 47.78MIN: 18.94 / MAX: 21.811. (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 Major TR 7980X48.8208.6247.2System76 Thelio Astra Altra M128-3028.099.8116.2OpenBenchmarking.orgWatts, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.056.962.0System76 Thelio Major TR 7980X40.346.050.1OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X39.941.241.9System76 Thelio Astra Altra M128-3025.926.626.9OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dDrive Temperature (nvme0n1) Monitor1224364860

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Uniform PlasmaSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645SE +/- 0.31, N = 3SE +/- 0.11, N = 338.5218.281. (CXX) g++ options: -O3
MinAvgMaxSystem76 Thelio Major TR 7980X57.1269.7351.4System76 Thelio Astra Altra M128-3027.8152.4186.3OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.363.273.3System76 Thelio Astra Altra M128-3052.062.665.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.945.9System76 Thelio Astra Altra M128-3025.926.927.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive 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 Astra Altra M128-30System76 Thelio Major TR 7980X13K26K39K52K65KSE +/- 717.84, N = 4SE +/- 1239.45, N = 156029236150-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 Major TR 7980X28.9211.2334.9System76 Thelio Astra Altra M128-3030.8103.9176.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.056.469.0System76 Thelio Major TR 7980X41.152.272.4OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.742.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1224364860

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Plasma AccelerationSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1122334455SE +/- 0.09, N = 3SE +/- 0.04, N = 347.6524.511. (CXX) g++ options: -O3
MinAvgMaxSystem76 Thelio Major TR 7980X56.2302.7351.7System76 Thelio Astra Altra M128-3030.6169.5195.0OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.866.475.6System76 Thelio Astra Altra M128-3050.064.768.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.426.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive 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: Features 2DSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100KSE +/- 2087.36, N = 12SE +/- 3626.20, N = 158933386043-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 Major TR 7980XSystem76 Thelio Astra Altra M128-3050100150200250Min: 47.23 / Avg: 209.89 / Max: 304.57Min: 28.72 / Avg: 67.42 / Max: 101.55
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature MonitorSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301530456075Min: 39.38 / Avg: 51.2 / Max: 76.63Min: 44 / Avg: 47.58 / Max: 59
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30816243240Min: 38.85 / Avg: 40.11 / Max: 40.85Min: 26.85 / Avg: 26.85 / Max: 26.85

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Object DetectionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100KSE +/- 793.40, N = 9SE +/- 434.10, N = 1510103623801-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 Major TR 7980X45.1152.3292.2System76 Thelio Astra Altra M128-3027.243.869.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Major TR 7980X36.345.078.3System76 Thelio Astra Altra M128-3043.044.850.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X38.939.339.9System76 Thelio Astra Altra M128-3026.928.829.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: CoreSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X30K60K90K120K150KSE +/- 482.28, N = 3SE +/- 436.47, N = 312849347781-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 Major TR 7980X52.3135.4351.4System76 Thelio Astra Altra M128-3028.355.7183.0OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.046.457.0System76 Thelio Major TR 7980X34.941.056.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Major TR 7980X37.938.738.9System76 Thelio Astra Altra M128-3026.927.528.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Image ProcessingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X50K100K150K200K250KSE +/- 1895.00, N = 12SE +/- 1000.50, N = 321037193064-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 Major TR 7980X46.5204.1351.6System76 Thelio Astra Altra M128-3029.173.5174.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor100200300400500
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1326395265Min: 44 / Avg: 47.76 / Max: 59Min: 34.38 / Avg: 47.46 / Max: 64.13
MinAvgMaxSystem76 Thelio Major TR 7980X37.937.938.9System76 Thelio Astra Altra M128-3026.926.927.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: StitchingSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3060K120K180K240K300KSE +/- 2278.09, N = 3SE +/- 1011.33, N = 3280615247849-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 Major TR 7980X35.1148.5291.7System76 Thelio Astra Altra M128-3027.753.675.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Astra Altra M128-3043.044.947.0System76 Thelio Major TR 7980X36.642.678.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X36.937.837.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: VideoSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3K6K9K12K15KSE +/- 169.59, N = 4SE +/- 121.71, N = 41463012897-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 Major TR 7980X41.7233.3344.8System76 Thelio Astra Altra M128-3027.396.3142.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3043.050.158.0System76 Thelio Major TR 7980X35.849.459.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Major TR 7980X36.937.837.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

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 Astra Altra M128-30System76 Thelio Major TR 7980X1020304050SE +/- 0.34, N = 3SE +/- 0.15, N = 324.2345.61MIN: 11.28 / MAX: 26.16MIN: 42.27 / MAX: 46.41
OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.03940.07880.11820.15760.1970.1200.175
MinAvgMaxSystem76 Thelio Major TR 7980X54.7260.3301.1System76 Thelio Astra Altra M128-3029.3201.6243.5OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.070.474.0System76 Thelio Major TR 7980X45.657.678.3OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra M128-3025.926.126.9OpenBenchmarking.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 Astra Altra M128-30System76 Thelio Major TR 7980X1020304050SE +/- 0.33, N = 3SE +/- 0.29, N = 324.5244.95MIN: 12.59 / MAX: 26.37MIN: 41.24 / MAX: 46.05
OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.03890.07780.11670.15560.19450.1210.173
MinAvgMaxSystem76 Thelio Major TR 7980X43.6259.7299.5System76 Thelio Astra Altra M128-3027.5203.3252.3OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.071.374.0System76 Thelio Major TR 7980X44.356.777.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra M128-3025.925.925.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor1224364860

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the UnionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X90180270360450SE +/- 1.58, N = 3SE +/- 0.11, N = 3405.40112.69-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
MinAvgMaxSystem76 Thelio Major TR 7980X52.1275.3306.9System76 Thelio Astra Altra M128-3028.8152.1188.1OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.063.769.0System76 Thelio Major TR 7980X42.958.765.4OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X39.940.140.9System76 Thelio Astra Altra M128-3026.927.427.9OpenBenchmarking.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 Astra Altra M128-30System76 Thelio Major TR 7980X120240360480600SE +/- 23.23, N = 9SE +/- 0.09, N = 3564.90221.60-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
MinAvgMaxSystem76 Thelio Major TR 7980X53.4307.4344.3System76 Thelio Astra Altra M128-3030.7160.9222.2OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption Monitor80160240320400
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670Min: 53 / Avg: 65.36 / Max: 73Min: 42.88 / Avg: 62.08 / Max: 72.38
MinAvgMaxSystem76 Thelio Major TR 7980X39.940.840.9System76 Thelio Astra Altra M128-3026.926.927.9OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) Monitor1122334455

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: Pabellon Barcelona - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X306090120150SE +/- 0.36, N = 3SE +/- 0.05, N = 3140.2148.78
MinAvgMaxSystem76 Thelio Major TR 7980X49.5316.5353.1System76 Thelio Astra Altra M128-3029.0182.2196.5OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.068.070.0System76 Thelio Major TR 7980X42.963.677.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Classroom - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1632486480SE +/- 0.16, N = 3SE +/- 0.13, N = 370.5333.40
MinAvgMaxSystem76 Thelio Major TR 7980X55.4305.9352.8System76 Thelio Astra Altra M128-3028.5176.6197.3OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.067.270.0System76 Thelio Major TR 7980X42.562.779.1OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Fishy Cat - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1530456075SE +/- 0.27, N = 3SE +/- 0.11, N = 365.0823.36
MinAvgMaxSystem76 Thelio Major TR 7980X58.3289.6352.8System76 Thelio Astra Altra M128-3031.5165.0197.0OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.065.869.0System76 Thelio Major TR 7980X43.460.677.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Barbershop - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X80160240320400SE +/- 0.30, N = 3SE +/- 0.33, N = 3357.05163.29
MinAvgMaxSystem76 Thelio Major TR 7980X53.3334.8353.5System76 Thelio Astra Altra M128-3028.4191.7205.7OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.069.671.0System76 Thelio Major TR 7980X44.366.569.1OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.841.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the UnionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2004006008001000SE +/- 42.64, N = 9SE +/- 1.16, N = 31056.78528.12-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3060120180240300Min: 55.13 / Avg: 330.87 / Max: 351.75Min: 29.79 / Avg: 169.79 / Max: 235.97
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670Min: 52 / Avg: 66.27 / Max: 75Min: 43.5 / Avg: 64.65 / Max: 72.88
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30918273645Min: 40.85 / Avg: 40.87 / Max: 41.85Min: 25.85 / Avg: 26.66 / Max: 26.85

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV1System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-305001000150020002500SE +/- 10.26, N = 3SE +/- 18.36, N = 3211819431. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV2System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-309001800270036004500SE +/- 20.17, N = 3SE +/- 26.06, N = 3396926101. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3LargeSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3013002600390052006500SE +/- 21.73, N = 3SE +/- 73.96, N = 3600741081. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3SmallSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-309001800270036004500SE +/- 4.67, N = 3SE +/- 12.91, N = 3428627051. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30400800120016002000SE +/- 9.49, N = 3SE +/- 23.78, N = 3206312211. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV2System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-308001600240032004000SE +/- 10.73, N = 3SE +/- 28.10, N = 3380520931. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3LargeSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3012002400360048006000SE +/- 7.55, N = 3SE +/- 55.56, N = 3572233041. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3SmallSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-309001800270036004500SE +/- 5.70, N = 3SE +/- 73.70, N = 3425224601. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-309001800270036004500SE +/- 39.34, N = 3SE +/- 61.16, N = 3404423111. (CXX) g++ options: -O3 -lrt -lm
MinAvgMaxSystem76 Thelio Major TR 7980X58.6275.0336.8System76 Thelio Astra Altra M128-3030.4133.2201.1OpenBenchmarking.orgWatts, Fewer Is BetterXNNPACK b7b048CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.061.365.0System76 Thelio Major TR 7980X40.558.563.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.042.9System76 Thelio Astra Altra M128-3028.929.130.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048Drive 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 Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.013, N = 3SE +/- 0.017, N = 34.5747.5041. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.00560.01120.01680.02240.0280.0240.025
MinAvgMaxSystem76 Thelio Major TR 7980X53.7300.6352.3System76 Thelio Astra Altra M128-3028.9192.0236.8OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2024CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.069.974.0System76 Thelio Major TR 7980X44.463.082.8OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.727.9OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024Drive Temperature (nvme0n1) Monitor1224364860

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 Major TR 7980XSystem76 Thelio Astra Altra M128-30510152025SE +/- 0.02, N = 3SE +/- 0.00, N = 316.5421.421. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-300.02720.05440.08160.10880.1360.0560.121
MinAvgMaxSystem76 Thelio Major TR 7980X56.6293.5346.6System76 Thelio Astra Altra M128-3028.2176.4188.4OpenBenchmarking.orgWatts, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.066.970.0System76 Thelio Major TR 7980X43.459.982.8OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1Drive Temperature (nvme0n1) Monitor1224364860

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.1112.2223.3334.4445.555SE +/- 0.034692, N = 12SE +/- 0.001464, N = 74.9378900.558672-mcpu=generic -lpthread - MIN: 4.071. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Major TR 7980X50.1224.4352.8System76 Thelio Astra Altra M128-3027.4108.8192.7OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.053.665.0System76 Thelio Major TR 7980X34.048.459.3OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.929.029.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X612182430SE +/- 0.23064, N = 7SE +/- 0.02546, N = 325.322507.78723-mcpu=generic -lpthread - MIN: 19.77-msse4.1 -fcf-protection=full - MIN: 4.911. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Major TR 7980X58.0259.0352.1System76 Thelio Astra Altra M128-3028.5111.9211.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3048.055.665.0System76 Thelio Major TR 7980X38.953.961.1OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-3091827364539.85

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.29556, N = 15SE +/- 0.00060, N = 97.900921.02113-mcpu=generic -lpthread - MIN: 2.991. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Major TR 7980X50.8173.1344.8System76 Thelio Astra Altra M128-3029.382.5130.3OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3048.052.564.0System76 Thelio Major TR 7980X40.647.756.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-3091827364539.85

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.078824, N = 15SE +/- 0.002121, N = 48.6386500.570562-mcpu=generic -lpthread - MIN: 3.441. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Major TR 7980X53.3234.0327.7System76 Thelio Astra Altra M128-3027.2109.5202.2OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.054.969.0System76 Thelio Major TR 7980X38.950.757.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-3091827364539.85

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 13.08, N = 3SE +/- 0.54, N = 34148.63545.23-mcpu=generic -lpthread - MIN: 3579.881. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Major TR 7980X47.3308.5352.6System76 Thelio Astra Altra M128-3027.7176.1226.1OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3048.065.973.0System76 Thelio Major TR 7980X40.358.863.5OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.227.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 30.66, N = 3SE +/- 0.63, N = 33215.52324.00-mcpu=generic -lpthread - MIN: 2717.061. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Major TR 7980X58.4311.5352.8System76 Thelio Astra Altra M128-3030.0142.0228.0OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.061.973.0System76 Thelio Major TR 7980X43.658.464.4OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-3091827364539.85

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 4.30, N = 3SE +/- 3.64, N = 41875.143450.90-mavx21. (CC) gcc options: -ffast-math -O3 -fopenmp -lopenblas
OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X36912159.64512.083
MinAvgMaxSystem76 Thelio Major TR 7980X55.0285.6353.0System76 Thelio Astra Altra M128-3031.7194.4245.3OpenBenchmarking.orgWatts, Fewer Is BetterACES DGEMM 1.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.064.570.0System76 Thelio Major TR 7980X45.160.365.4OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.928.129.9OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0Drive 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 Major TR 7980XSystem76 Thelio Astra Altra M128-305K10K15K20K25KSE +/- 22.76, N = 3SE +/- 20.09, N = 418264.124201.41. (CXX) g++ options: -O3 -fopenmp -lmpi_cxx -lmpi
OpenBenchmarking.orgCG Mflops Per Watt, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-305010015020025085.93243.64
MinAvgMaxSystem76 Thelio Major TR 7980X50.0212.5295.0System76 Thelio Astra Altra M128-3028.099.3172.4OpenBenchmarking.orgWatts, Fewer Is BetterminiFE 2.2CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.053.459.0System76 Thelio Major TR 7980X38.048.154.1OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-3091827364539.85

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 Astra Altra M128-30System76 Thelio Major TR 7980X700K1400K2100K2800K3500KSE +/- 1584.02, N = 3SE +/- 23890.91, N = 32793203.073413412.631. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec Per Watt, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-306K12K18K24K30K11992.3825825.36
MinAvgMaxSystem76 Thelio Major TR 7980X59.0284.6352.4System76 Thelio Astra Altra M128-3029.8108.2168.4OpenBenchmarking.orgWatts, Fewer Is BetterCoremark 1.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.864.376.1System76 Thelio Astra Altra M128-3052.058.764.0OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

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 Astra Altra M128-30System76 Thelio Major TR 7980X3M6M9M12M15MSE +/- 5174.72, N = 3SE +/- 13316.66, N = 3121966713455000-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 Astra Altra M128-30System76 Thelio Major TR 7980X9K18K27K36K45K11325.0240767.12
MinAvgMaxSystem76 Thelio Major TR 7980X55.5330.0353.5System76 Thelio Astra Altra M128-3032.0107.7132.7OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.866.770.0System76 Thelio Astra Altra M128-3052.058.761.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.442.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive 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 Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.15, N = 3SE +/- 0.09, N = 335.8218.21
MinAvgMaxSystem76 Thelio Major TR 7980X50.8279.1352.4System76 Thelio Astra Altra M128-3028.0158.1193.4OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.065.769.0System76 Thelio Major TR 7980X43.960.267.3OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.14942.29883.44824.59765.747SE +/- 0.125327, N = 15SE +/- 0.001823, N = 55.1082500.337279-mcpu=generic -lpthread - MIN: 1.971. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Major TR 7980X55.6204.4328.4System76 Thelio Astra Altra M128-3028.6106.5165.5OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.054.663.0System76 Thelio Major TR 7980X40.649.155.1OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-3091827364539.85

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: BlowfishSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X30K60K90K120K150KSE +/- 126.74, N = 3SE +/- 202.63, N = 3100972152311-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 Major TR 7980XSystem76 Thelio Astra Altra M128-30140280420560700484.84663.63
MinAvgMaxSystem76 Thelio Major TR 7980X55.8314.1352.4System76 Thelio Astra Altra M128-3030.0152.2183.8System76 Thelio Astra Altra28.8149.1182.9OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X45.669.573.8System76 Thelio Astra Altra M128-3050.062.465.0System76 Thelio Astra Altra47.060.465.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.042.9System76 Thelio Astra Altra26.926.926.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.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 Astra Altra M128-30System76 Thelio Major TR 7980X60M120M180M240M300MSE +/- 457404.76, N = 3SE +/- 860641.69, N = 368879333298411333-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 Astra Altra M128-30System76 Thelio Major TR 7980X200K400K600K800K1000K761323.211049807.81
MinAvgMaxSystem76 Thelio Major TR 7980X59.0284.3337.5System76 Thelio Astra Altra M128-3029.990.5125.0OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X44.860.765.4System76 Thelio Astra Altra M128-3049.054.058.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X30K60K90K120K150KSE +/- 259.62, N = 3SE +/- 186.01, N = 3100940152469-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 Major TR 7980XSystem76 Thelio Astra Altra M128-30150300450600750486.12676.92

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X120K240K360K480K600KSE +/- 612.62, N = 3SE +/- 1530.79, N = 3110061539611-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 Astra Altra M128-30System76 Thelio Major TR 7980X400800120016002000776.571716.14
MinAvgMaxSystem76 Thelio Major TR 7980X56.1314.4352.4System76 Thelio Astra Altra M128-3028.7141.7175.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.865.069.0System76 Thelio Astra Altra M128-3050.061.765.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

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 Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300SE +/- 0.98, N = 3SE +/- 0.20, N = 3257.87139.33
MinAvgMaxSystem76 Thelio Major TR 7980X57.0290.8361.5System76 Thelio Astra Altra M128-3023.8124.1197.6OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X34.459.883.1System76 Thelio Astra Altra M128-3044.058.569.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.943.043.9System76 Thelio Astra Altra M128-3030.936.139.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix MakefilesSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X90180270360450SE +/- 0.62, N = 3SE +/- 0.41, N = 3415.58200.65
MinAvgMaxSystem76 Thelio Major TR 7980X55.6258.0359.1System76 Thelio Astra Altra M128-3028.896.0191.3OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X39.559.879.4System76 Thelio Astra Altra M128-3047.054.566.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.943.343.9System76 Thelio Astra Altra M128-3030.934.536.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1224364860

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-303691215SE +/- 0.016, N = 5SE +/- 0.001, N = 69.0376.9021. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Major TR 7980X57.8257.7352.8System76 Thelio Astra Altra M128-3029.5147.4248.5OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.063.373.0System76 Thelio Major TR 7980X44.459.566.8OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.642.9System76 Thelio Astra Altra M128-3025.926.626.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30816243240SE +/- 0.10, N = 3SE +/- 0.02, N = 335.7726.431. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Major TR 7980X56.3317.3352.8System76 Thelio Astra Altra M128-3028.6202.1248.4OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.069.976.0System76 Thelio Major TR 7980X42.965.169.5OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.142.9System76 Thelio Astra Altra M128-3025.925.925.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16System76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-301428425670SE +/- 0.11, N = 3SE +/- 0.02, N = 363.5746.981. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Major TR 7980X47.6330.2352.8System76 Thelio Astra Altra M128-3032.2219.1248.6OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.073.077.0System76 Thelio Major TR 7980X44.867.570.5OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3024.925.325.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive 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 Astra Altra M128-30System76 Thelio Major TR 7980X50100150200250SE +/- 0.85, N = 3SE +/- 0.32, N = 3229.7896.47
MinAvgMaxSystem76 Thelio Major TR 7980X55.5242.5353.5System76 Thelio Astra Altra M128-3027.6100.5201.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X38.657.578.8System76 Thelio Astra Altra M128-3047.055.368.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X39.941.241.9System76 Thelio Astra Altra M128-3028.929.030.9OpenBenchmarking.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 Astra Altra M128-30System76 Thelio Major TR 7980X110220330440550SE +/- 1.15, N = 3SE +/- 0.18, N = 3511.05169.10
MinAvgMaxSystem76 Thelio Major TR 7980X57.6290.6354.0System76 Thelio Astra Altra M128-3029.0133.9198.4OpenBenchmarking.orgWatts, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Power Consumption Monitor100200300400500
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1632486480Min: 51 / Avg: 62.46 / Max: 71Min: 42.38 / Avg: 62.39 / Max: 84.13
MinAvgMaxSystem76 Thelio Major TR 7980X42.944.245.9System76 Thelio Astra Altra M128-3029.932.337.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2Drive 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 Astra Altra M128-30System76 Thelio Major TR 7980X10002000300040005000SE +/- 3.59, N = 3SE +/- 0.32, N = 31504.84612.5MIN: 885.6 / MAX: 1512-march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 3132.3 / MAX: 4613.11. (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 Astra Altra M128-30System76 Thelio Major TR 7980X4812162014.2115.83
MinAvgMaxSystem76 Thelio Major TR 7980X51.1291.4349.7System76 Thelio Astra Altra M128-3031.2105.9135.5OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X43.463.378.8System76 Thelio Astra Altra M128-3051.057.961.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X42.942.943.9System76 Thelio Astra Altra M128-3027.928.128.9OpenBenchmarking.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 Astra Altra M128-30System76 Thelio Major TR 7980X4K8K12K16K20KSE +/- 72.39, N = 3SE +/- 57.06, N = 313707.119740.7-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 Major TR 7980XSystem76 Thelio Astra Altra M128-302040608010068.6180.46
MinAvgMaxSystem76 Thelio Major TR 7980X56.6287.7355.5System76 Thelio Astra Altra M128-3028.7170.4214.6OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.063.768.0System76 Thelio Major TR 7980X43.961.270.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.842.9System76 Thelio Astra Altra M128-3026.927.427.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor1224364860

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 Major TR 7980XSystem76 Thelio Astra Altra M128-30100M200M300M400M500MSE +/- 678570.59, N = 3SE +/- 4679221.79, N = 154448922024639004651. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-30500K1000K1500K2000K2500K1343999.322208238.42
MinAvgMaxSystem76 Thelio Major TR 7980X58.4331.0353.1System76 Thelio Astra Altra M128-3028.7210.1232.3OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.071.675.0System76 Thelio Major TR 7980X39.466.871.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.925.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-303M6M9M12M15MSE +/- 230932.35, N = 15SE +/- 753903.88, N = 1512586467134572211. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-3020K40K60K80K100K37976.8884315.31
MinAvgMaxSystem76 Thelio Major TR 7980X53.8331.4352.5System76 Thelio Astra Altra M128-3030.0159.6192.3OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X42.965.371.0System76 Thelio Astra Altra M128-3054.064.669.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X39.941.041.9System76 Thelio Astra Altra M128-3025.927.427.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X700K1400K2100K2800K3500KSE +/- 7547.70, N = 3SE +/- 6116.46, N = 3116022731584421. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-304K8K12K16K20K9841.3020630.08
MinAvgMaxSystem76 Thelio Major TR 7980X47.8320.9352.1System76 Thelio Astra Altra M128-3028.656.272.6OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X45.164.775.3System76 Thelio Astra Altra M128-3047.050.155.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100K200K300K400K500KSE +/- 1456.90, N = 3SE +/- 1072.72, N = 31746634574311. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-3080016002400320040001457.883633.23
MinAvgMaxSystem76 Thelio Major TR 7980X58.6313.8340.4System76 Thelio Astra Altra M128-3028.848.167.3OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor80160240320400
MinAvgMaxSystem76 Thelio Major TR 7980X44.863.777.1System76 Thelio Astra Altra M128-3044.045.648.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra M128-3027.928.128.9OpenBenchmarking.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 Major TR 7980XSystem76 Thelio Astra Altra M128-30100M200M300M400M500MSE +/- 1100751.77, N = 3SE +/- 6329660.21, N = 34287735884741568951. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-30500K1000K1500K2000K2500K1296889.462278620.28
MinAvgMaxSystem76 Thelio Major TR 7980X57.9330.6353.1System76 Thelio Astra Altra M128-3027.3208.1228.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X44.169.572.4System76 Thelio Astra Altra M128-3044.068.073.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.129.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2M4M6M8M10MSE +/- 84686.88, N = 3SE +/- 163321.59, N = 310160082113609991. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-3012K24K36K48K60K34331.3955264.83
MinAvgMaxSystem76 Thelio Major TR 7980X59.3330.9352.4System76 Thelio Astra Altra M128-3028.6183.8219.7OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.067.372.0System76 Thelio Major TR 7980X44.865.469.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30102030405041.85

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.2M2.4M3.6M4.8M6MSE +/- 9460.89, N = 3SE +/- 40762.83, N = 3129217854782371. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-305K10K15K20K25K16605.6722121.10
MinAvgMaxSystem76 Thelio Major TR 7980X56.2329.9351.7System76 Thelio Astra Altra M128-3028.858.481.0OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X45.365.671.0System76 Thelio Astra Altra M128-3047.050.657.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.442.9System76 Thelio Astra Altra M128-3025.926.827.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X130K260K390K520K650KSE +/- 1778.60, N = 3SE +/- 681.42, N = 32173526112511. (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 Major TR 7980XSystem76 Thelio Astra Altra M128-30100020003000400050001857.384527.59
MinAvgMaxSystem76 Thelio Major TR 7980X55.6329.1351.4System76 Thelio Astra Altra M128-3027.448.058.8OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500
MinAvgMaxSystem76 Thelio Major TR 7980X45.166.774.8System76 Thelio Astra Altra M128-3044.045.648.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.842.9System76 Thelio Astra Altra M128-3027.927.927.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3060120180240300Min: 28.94 / Avg: 265.43 / Max: 361.54Min: 23.78 / Avg: 138.85 / Max: 252.32

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20406080100Min: 43 / Avg: 61.05 / Max: 77Min: 34 / Avg: 58.32 / Max: 92.5

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsiusDrive Temperature (nvme0n1) MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30918273645Min: 36.85 / Avg: 41.47 / Max: 45.85Min: 24.85 / Avg: 27.9 / Max: 39.85

82 Results Shown

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