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
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts

Limit displaying results to tests within:

Timed Code Compilation 3 Tests
C/C++ Compiler Tests 4 Tests
CPU Massive 6 Tests
Creator Workloads 3 Tests
HPC - High Performance Computing 11 Tests
Machine Learning 7 Tests
Molecular Dynamics 2 Tests
MPI Benchmarks 3 Tests
Multi-Core 10 Tests
OpenMPI Tests 3 Tests
Programmer / Developer System Benchmarks 4 Tests
Python Tests 5 Tests
Scientific Computing 3 Tests
Server 2 Tests
Server CPU Tests 5 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Additional Graphs

Show Perf Per Core/Thread Calculation Graphs Where Applicable
Show Perf Per RAM Channel Calculation Graphs Where Applicable

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
System76 Thelio Astra Altra M128-30
October 18
  12 Hours, 38 Minutes
System76 Thelio Major TR 7980X
October 19
  7 Hours, 11 Minutes
Invert Hiding All Results Option
  9 Hours, 55 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

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 Altrapytorch: CPU - 256 - ResNet-50pytorch: CPU - 512 - ResNet-50minife: Smallmt-dgemm: Sustained Floating-Point Ratehpcg: 104 104 104 - 60coremark: CoreMark Size 666 - Iterations Per Secondsrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PDSCH Processor Benchmark, Throughput Totalgromacs: MPI CPU - water_GMX50_barespeedb: Read Rand Write Randspeedb: Update Randrocksdb: Rand Readrocksdb: Read While Writingrocksdb: Read Rand Write Randrocksdb: Update Randspeedb: Rand Readspeedb: Read While Writingjohn-the-ripper: MD5john-the-ripper: Blowfishjohn-the-ripper: HMAC-SHA512john-the-ripper: bcryptjohn-the-ripper: WPA PSKnumpy: litert: Mobilenet Floatlitert: Mobilenet Quantlitert: NASNet Mobilelitert: SqueezeNetlitert: Inception ResNet V2litert: Inception V4litert: Quantized COCO SSD MobileNet v1litert: DeepLab V3onednn: 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 - CPUmnn: nasnetmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3opencv: DNN - Deep Neural Networkopencv: Features 2Dopencv: Object Detectionopencv: Coreopencv: Image Processingopencv: Stitchingopencv: Videobuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-godot: Time To Compilebuild-nodejs: Time To Compilewhisper-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 Unionblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyblender: Barbershop - CPU-Onlyc-ray: 1080p - 16c-ray: 4K - 16c-ray: 5K - 16warpx: Plasma Accelerationwarpx: Uniform Plasmaxnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X24.2324.5224201.41875.13607721.41872793203.0670521504.813707.14.574116022717466347415689510160082129217821735246390046513457221121966710097268879333100940110061366.851927.051368.6525569.72363.3029027.727845.62964.533372.084.9378925.32257.900928.638655.108254148.633215.5210.0391.5762.35414.3104.3942.2421.94219.369602928933310103612849321037124784914630257.869415.578229.783511.051405.39651564.899791056.7824035.8270.5365.08140.21357.056.90226.42746.97547.6534204938.5153658519432610410827051221209333042460231145.6144.9518264.13450.89923416.53673413412.6278874612.519740.77.50431584424574314287735881136099954782376112514448922021258646713455000152311298411333152469539611737.752127.822554.4546404.83300.4030710.626395.93323.555447.120.5586727.787231.021130.5705620.337279545.232323.99614.7272.5573.93418.3715.9693.3153.93436.227361508604323801477819306428061512897139.333200.64696.471169.095112.68755221.59869528.1150618.2133.4023.3648.78163.299.03735.76863.56724.5140256018.28281276211839696007428620633805572242524044OpenBenchmarking.org

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 Major TR 7980XSystem76 Thelio Astra Altra M128-30918273645Min: 36.85 / Avg: 41.47 / Max: 45.85Min: 24.85 / Avg: 27.9 / Max: 39.85

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

PyTorch

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

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

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 Major TR 7980X54.7260.3301.1System76 Thelio Astra Altra M128-3029.3201.6243.5OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 13104 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 16327 Joules per run.
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 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 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 Major TR 7980X43.6259.7299.5System76 Thelio Astra Altra M128-3027.5203.3252.3OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 13245 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 16125 Joules per run.
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 7980X41.941.942.9System76 Thelio Astra Altra M128-3025.925.925.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor1224364860

miniFE

OpenBenchmarking.orgCG Mflops Per Watt, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-305010015020025085.93243.64

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 Monitor701402102803501. System76 Thelio Major TR 7980X: Approximate power consumption of 4534 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1614 Joules per run.
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 Astra Altra M128-3091827364539.85

ACES DGEMM

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

High Performance Conjugate Gradient

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

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 Major TR 7980X55.0285.6353.0System76 Thelio Astra Altra M128-3031.7194.4245.3OpenBenchmarking.orgWatts, Fewer Is BetterACES DGEMM 1.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 5283 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5119 Joules per run.
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 M128-3026.928.129.9OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0Drive 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 83068 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 46630 Joules per run.
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 7980X41.941.942.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1Drive Temperature (nvme0n1) Monitor1224364860

Coremark

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

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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 8349 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 2199 Joules per run.
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

srsRAN Project

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

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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 6895 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6317 Joules per run.
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 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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 6042 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 4429 Joules per run.
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 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

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 Major TR 7980X53.7300.6352.3System76 Thelio Astra Altra M128-3028.9192.0236.8OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2024CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 10321 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 8254 Joules per run.
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 M128-3025.927.727.9OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024Drive Temperature (nvme0n1) Monitor1224364860

Speedb

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-30500K1000K1500K2000K2500K1343999.322208238.42

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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 20433 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 3224 Joules per run.
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 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 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 Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 20081 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 2772 Joules per run.
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

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-3020K40K60K80K100K37976.8884315.31

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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 21049 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 11861 Joules per run.
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 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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 21069 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 10540 Joules per run.
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 Astra Altra M128-30102030405041.85

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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 21004 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 3369 Joules per run.
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 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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 21062 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 2784 Joules per run.
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

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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 21075 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 12002 Joules per run.
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 M128-3025.925.926.9OpenBenchmarking.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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 21079 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 9204 Joules per run.
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

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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 21123 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6246 Joules per run.
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

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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 10681 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 4717 Joules per run.
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 Altra M128-3026.926.926.9System76 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 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 Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 18097 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5308 Joules per run.
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 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 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 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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 10691 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 4441 Joules per run.
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

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkSystem76 Thelio Major TR 7980XSystem76 Thelio Astra Altra M128-302468106.3237.791

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 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 Monitor40801201602001. System76 Thelio Major TR 7980X: Approximate power consumption of 12173 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 9323 Joules per run.
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

Timed LLVM Compilation

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

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

Timed Godot Game Engine Compilation

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

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

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

XNNPACK

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 Major TR 7980X41.942.042.9System76 Thelio Astra Altra M128-3028.929.130.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048Drive Temperature (nvme0n1) Monitor1224364860

oneDNN

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 M128-3027.929.029.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

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 Astra Altra M128-3091827364539.85

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 Astra Altra M128-3091827364539.85

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 Astra Altra M128-3091827364539.85

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 Astra Altra M128-3091827364539.85

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 M128-3026.927.227.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

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 Astra Altra M128-3091827364539.85

Whisper.cpp

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 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

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

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

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 Major TR 7980XSystem76 Thelio Astra Altra M128-30918273645Min: 40.85 / Avg: 40.87 / Max: 41.85Min: 25.85 / Avg: 26.66 / Max: 26.85

LiteRT

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 7980X40.941.641.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) Monitor1224364860

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 Astra Altra M128-30102030405041.85

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 Astra Altra M128-30102030405041.85

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 Astra Altra M128-30102030405041.85

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 Astra Altra M128-30102030405041.85

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 Astra Altra M128-30102030405041.85

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 Astra Altra M128-30102030405041.85

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 Astra Altra M128-30102030405041.85

Mobile Neural Network

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 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

C-Ray

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 Major TR 7980X41.942.642.9System76 Thelio Astra Altra M128-3025.926.626.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

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 7980X41.942.142.9System76 Thelio Astra Altra M128-3025.925.925.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

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 M128-3024.925.325.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

WarpX

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

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

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 7980X40.941.742.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1224364860

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

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

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 Major TR 7980X37.938.738.9System76 Thelio Astra Altra M128-3026.927.528.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

MinAvgMaxSystem76 Thelio Major TR 7980X34.447.564.1System76 Thelio Astra Altra M128-3044.047.859.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100

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

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 7980X36.937.837.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

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 7980X36.937.837.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

Blender

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 7980X41.941.942.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

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 Astra Altra M128-30102030405041.85

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 Astra Altra M128-30102030405041.85

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 Astra Altra M128-30102030405041.85

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 7980X40.941.841.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

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 Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 15625 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7718 Joules per run.
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 7980X40.941.641.9System76 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 Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 14411 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6356 Joules per run.
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 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 Monitor701402102803501. System76 Thelio Major TR 7980X: Approximate power consumption of 13021 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5301 Joules per run.
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 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 Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 15195 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7552 Joules per run.
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 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 Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 16862 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7551 Joules per run.
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 Astra Altra M128-30102030405041.85

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 Major TR 7980X54.3325.1352.8System76 Thelio Astra Altra M128-3031.7161.5200.9OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 17664 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7916 Joules per run.
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 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 Monitor701402102803501. System76 Thelio Major TR 7980X: Approximate power consumption of 14326 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5830 Joules per run.
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 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 Monitor701402102803501. System76 Thelio Major TR 7980X: Approximate power consumption of 14542 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6639 Joules per run.
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 Astra Altra M128-30102030405041.85

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 Major TR 7980X50.1224.4352.8System76 Thelio Astra Altra M128-3027.4108.8192.7OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 2308 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 952 Joules per run.
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 M128-3027.929.029.9OpenBenchmarking.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 Major TR 7980X58.0259.0352.1System76 Thelio Astra Altra M128-3028.5111.9211.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 7253 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 2750 Joules per run.
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 Astra Altra M128-3091827364539.85

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 Major TR 7980X50.8173.1344.8System76 Thelio Astra Altra M128-3029.382.5130.3OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 1212 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 517 Joules per run.
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 Astra Altra M128-3091827364539.85

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 Major TR 7980X53.3234.0327.7System76 Thelio Astra Altra M128-3027.2109.5202.2OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 4504 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1840 Joules per run.
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 Astra Altra M128-3091827364539.85

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 Major TR 7980X55.6204.4328.4System76 Thelio Astra Altra M128-3028.6106.5165.5OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 2698 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1229 Joules per run.
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 Astra Altra M128-3091827364539.85

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 Major TR 7980X47.3308.5352.6System76 Thelio Astra Altra M128-3027.7176.1226.1OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 24372 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 13443 Joules per run.
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 M128-3026.927.227.9OpenBenchmarking.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 Major TR 7980X58.4311.5352.8System76 Thelio Astra Altra M128-3030.0142.0228.0OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 24088 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 10080 Joules per run.
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 Astra Altra M128-3091827364539.85

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 Monitor601201802403001. System76 Thelio Major TR 7980X: Approximate power consumption of 39906 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 11041 Joules per run.
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 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

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 Major TR 7980X28.9211.2334.9System76 Thelio Astra Altra M128-3030.8103.9176.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 8420 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5923 Joules per run.
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 7980X40.941.742.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.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
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: 101.551. System76 Thelio Major TR 7980X: Approximate power consumption of 18778 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5663 Joules per run.
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 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 Major TR 7980X45.1152.3292.2System76 Thelio Astra Altra M128-3027.243.869.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor701402102803501. System76 Thelio Major TR 7980X: Approximate power consumption of 4224 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 4123 Joules per run.
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 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 Major TR 7980X52.3135.4351.4System76 Thelio Astra Altra M128-3028.355.7183.0OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 6949 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6623 Joules per run.
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 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 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
MinAvgMaxSystem76 Thelio Major TR 7980X46.5204.1351.6System76 Thelio Astra Altra M128-3029.173.5174.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 19729 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 14146 Joules per run.
MinAvgMaxSystem76 Thelio Major TR 7980X34.447.564.1System76 Thelio Astra Altra M128-3044.047.859.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
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 Monitor701402102803501. System76 Thelio Major TR 7980X: Approximate power consumption of 42020 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 12130 Joules per run.
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 7980X36.937.837.9System76 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 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 Major TR 7980X41.7233.3344.8System76 Thelio Astra Altra M128-3027.396.3142.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 3967 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1661 Joules per run.
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 7980X36.937.837.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

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 Major TR 7980X57.0290.8361.5System76 Thelio Astra Altra M128-3023.8124.1197.6OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 44303 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 30497 Joules per run.
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 Major TR 7980XSystem76 Thelio Astra Altra M128-3090180270360450SE +/- 0.41, N = 3SE +/- 0.62, N = 3200.65415.58
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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 55994 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 38052 Joules per run.
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

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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 24570 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 20978 Joules per run.
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 Major TR 7980XSystem76 Thelio Astra Altra M128-30110220330440550SE +/- 0.18, N = 3SE +/- 1.15, N = 3169.10511.05
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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 50764 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 56956 Joules per run.
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
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

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 Major TR 7980X52.1275.3306.9System76 Thelio Astra Altra M128-3028.8152.1188.1OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 31929 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 55349 Joules per run.
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 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 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
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 Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 68855 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 80421 Joules per run.
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
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

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 Major TR 7980XSystem76 Thelio Astra Altra M128-3060120180240300Min: 55.13 / Avg: 330.87 / Max: 351.75Min: 29.79 / Avg: 169.79 / Max: 235.971. System76 Thelio Major TR 7980X: Approximate power consumption of 174479 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 156753 Joules per run.
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 Major TR 7980XSystem76 Thelio Astra Altra M128-30918273645Min: 40.85 / Avg: 40.87 / Max: 41.85Min: 25.85 / Avg: 26.66 / Max: 26.85

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 Major TR 7980X50.8279.1352.4System76 Thelio Astra Altra M128-3028.0158.1193.4OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 6605 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5904 Joules per run.
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 7980X41.941.942.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.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 Major TR 7980X55.4305.9352.8System76 Thelio Astra Altra M128-3028.5176.6197.3OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 11929 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 11831 Joules per run.
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 Astra Altra M128-30102030405041.85

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 Major TR 7980X58.3289.6352.8System76 Thelio Astra Altra M128-3031.5165.0197.0OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 8301 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 10337 Joules per run.
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 Astra Altra M128-30102030405041.85

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 Major TR 7980X49.5316.5353.1System76 Thelio Astra Altra M128-3029.0182.2196.5OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 17196 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 23076 Joules per run.
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 Astra Altra M128-30102030405041.85

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 Major TR 7980X53.3334.8353.5System76 Thelio Astra Altra M128-3028.4191.7205.7OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 56581 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 60336 Joules per run.
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 7980X40.941.841.9System76 Thelio Astra Altra M128-3025.925.825.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 3401 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1450 Joules per run.
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 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 12584 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5524 Joules per run.
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 7980X41.942.142.9System76 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 Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 22341 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 10080 Joules per run.
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 M128-3024.925.325.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive 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 Major TR 7980X56.2302.7351.7System76 Thelio Astra Altra M128-3030.6169.5195.0OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 8979 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7908 Joules per run.
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

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 Major TR 7980X57.1269.7351.4System76 Thelio Astra Altra M128-3027.8152.4186.3OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor1002003004005001. System76 Thelio Major TR 7980X: Approximate power consumption of 7103 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6351 Joules per run.
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

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 Monitor801602403204001. System76 Thelio Major TR 7980X: Approximate power consumption of 56829 Joules per run.2. System76 Thelio Astra Altra M128-30: Approximate power consumption of 22915 Joules per run.
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 Major TR 7980X41.942.042.9System76 Thelio Astra Altra M128-3028.929.130.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048Drive Temperature (nvme0n1) Monitor1224364860

174 Results Shown

CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Celsius
    Watts
  CPU - 256 - ResNet-50:
    batches/sec Per Watt
  CPU - 512 - ResNet-50:
    batches/sec Per Watt
PyTorch:
  CPU - 256 - ResNet-50
  CPU - 512 - ResNet-50
miniFE
miniFE
ACES DGEMM:
  Sustained Floating-Point Rate
  104 104 104 - 60
ACES DGEMM
High Performance Conjugate Gradient
Coremark
Coremark
srsRAN Project
srsRAN Project:
  PUSCH Processor Benchmark, Throughput Total
  PDSCH Processor Benchmark, Throughput Total
GROMACS
Speedb
Speedb:
  Read Rand Write Rand
  Update Rand
Speedb
RocksDB:
  Rand Read
  Read While Writing
  Read Rand Write Rand
  Update Rand
Speedb:
  Rand Read
  Read While Writing
John The Ripper:
  MD5
  Blowfish
  HMAC-SHA512
  bcrypt
  WPA PSK
Numpy Benchmark
Numpy Benchmark
Timed LLVM Compilation:
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
LiteRT:
  Mobilenet Float
  Mobilenet Quant
  NASNet Mobile
  SqueezeNet
  Inception ResNet V2
  Inception V4
  Quantized COCO SSD MobileNet v1
  DeepLab V3
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
Mobile Neural Network:
  nasnet
  mobilenetV3
  squeezenetv1.1
  resnet-v2-50
  SqueezeNetV1.0
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
OpenCV:
  DNN - Deep Neural Network
  Features 2D
  Object Detection
  Core
  Image Processing
  Stitching
  Video
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Godot Game Engine Compilation
Timed Node.js Compilation
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
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Pabellon Barcelona - CPU-Only
  Barbershop - CPU-Only
C-Ray:
  1080p - 16
  4K - 16
  5K - 16
WarpX:
  Plasma Acceleration
  Uniform Plasma
XNNPACK:
  FP32MobileNetV1
  FP32MobileNetV2
  FP32MobileNetV3Large
  FP32MobileNetV3Small
  FP16MobileNetV1
  FP16MobileNetV2
  FP16MobileNetV3Large
  FP16MobileNetV3Small
  QS8MobileNetV2

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.