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 Altraonednn: Recurrent Neural Network Inference - CPUonednn: Convolution Batch Shapes Auto - CPUonednn: Recurrent Neural Network Training - CPUjohn-the-ripper: WPA PSKjohn-the-ripper: HMAC-SHA512rocksdb: Read Rand Write Randwhisper-cpp: ggml-base.en - 2016 State of the Uniononednn: Deconvolution Batch shapes_1d - CPUsrsran: PUSCH Processor Benchmark, Throughput Totalbuild-nodejs: Time To Compileblender: Pabellon Barcelona - CPU-Onlyrocksdb: Update Randblender: Fishy Cat - CPU-Onlyspeedb: Read Rand Write Randopencv: Corespeedb: Update Randbuild-godot: Time To Compileopencv: Image Processingblender: Barbershop - CPU-Onlyblender: Classroom - CPU-Onlywarpx: Uniform Plasmabuild-llvm: Unix Makefilesmnn: mobilenet-v1-1.0numpy: onednn: IP Shapes 1D - CPUjohn-the-ripper: MD5blender: BMW27 - CPU-Onlywarpx: Plasma Accelerationpytorch: CPU - 256 - ResNet-50mnn: inception-v3litert: Mobilenet Quantbuild-llvm: Ninjamt-dgemm: Sustained Floating-Point Ratepytorch: CPU - 512 - ResNet-50xnnpack: FP16MobileNetV2litert: NASNet Mobilexnnpack: QS8MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: FP16MobileNetV1mnn: squeezenetv1.1gromacs: MPI CPU - water_GMX50_baremnn: mobilenetV3litert: DeepLab V3xnnpack: FP32MobileNetV3Smallxnnpack: FP32MobileNetV2john-the-ripper: bcryptjohn-the-ripper: Blowfishmnn: MobileNetV2_224mnn: nasnetxnnpack: FP32MobileNetV3Largesrsran: PDSCH Processor Benchmark, Throughput Totallitert: SqueezeNetmnn: SqueezeNetV1.0c-ray: 4K - 16c-ray: 5K - 16minife: Smallc-ray: 1080p - 16hpcg: 104 104 104 - 60mnn: resnet-v2-50coremark: CoreMark Size 666 - Iterations Per Secondopencv: Videoopencv: Stitchinglitert: Quantized COCO SSD MobileNet v1rocksdb: Read While Writingrocksdb: Rand Readlitert: Mobilenet Floatxnnpack: FP32MobileNetV1litert: Inception ResNet V2litert: Inception V4speedb: Rand Readopencv: Object Detectionopencv: Features 2Dopencv: DNN - Deep Neural Networkspeedb: Read While Writingwhisper-cpp: ggml-medium.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Uniononednn: IP Shapes 3D - CPUonednn: Deconvolution Batch shapes_3d - CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3215.524.937894148.63110061688793331292178405.3965125.32251504.8511.051140.2121735265.081160227128493174663229.783210371357.0570.5338.51536585415.5781.942366.858.63865121966735.8247.6534204924.2319.3691368.65257.8691875.13607724.52209325569.723113304246012212.3544.5741.5763372.08270526101009401009722.24210.039410813707.12363.304.39426.42746.97524201.46.90221.418714.3102793203.067052146302478492964.53101600824741568951927.05194329027.727845.64639004651010368933360292134572211056.78240564.899795.108257.90092323.9960.558672545.2325396112984113335478237112.687557.787234612.5169.09548.7861125123.3631584424778145743196.47193064163.2933.4018.28281276200.6463.934737.750.5705621345500018.2124.5140256045.6136.2272554.45139.3333450.89923444.95380546404.840445722425220633.9347.5042.5575447.12428639691524691523113.31514.727600719740.73300.405.96935.76863.56718264.19.03716.536718.3713413412.627887128972806153323.55113609994287735882127.82211830710.626395.944489220223801860433615012586467528.11506221.598690.3372791.02113OpenBenchmarking.org

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 30.66, N = 3SE +/- 0.63, N = 33215.52324.00-mcpu=generic -lpthread - MIN: 2717.061. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.0142.0228.0System76 Thelio Major TR 7980X58.4311.5352.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 10080 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 24088 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.061.973.0System76 Thelio Major TR 7980X43.658.464.4OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364526.85

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.1112.2223.3334.4445.555SE +/- 0.034692, N = 12SE +/- 0.001464, N = 74.9378900.558672-mcpu=generic -lpthread - MIN: 4.071. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.4108.8192.7System76 Thelio Major TR 7980X50.1224.4352.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 952 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 2308 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.053.665.0System76 Thelio Major TR 7980X34.048.459.3OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.929.029.9System76 Thelio Major TR 7980X39.939.839.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 13.08, N = 3SE +/- 0.54, N = 34148.63545.23-mcpu=generic -lpthread - MIN: 3579.881. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.7176.1226.1System76 Thelio Major TR 7980X47.3308.5352.6OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 13443 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 24372 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3048.065.973.0System76 Thelio Major TR 7980X40.358.863.5OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.227.9System76 Thelio Major TR 7980X39.939.939.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

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: WPA PSKSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X120K240K360K480K600KSE +/- 612.62, N = 3SE +/- 1530.79, N = 3110061539611-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X400800120016002000776.571716.14
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7141.7175.5System76 Thelio Major TR 7980X56.1314.4352.4OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 4441 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 10691 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.061.765.0System76 Thelio Major TR 7980X44.865.069.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60M120M180M240M300MSE +/- 457404.76, N = 3SE +/- 860641.69, N = 368879333298411333-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X200K400K600K800K1000K761323.211049807.81
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.990.5125.0System76 Thelio Major TR 7980X59.0284.3337.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5308 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 18097 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.054.058.0System76 Thelio Major TR 7980X44.860.765.4OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

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: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.2M2.4M3.6M4.8M6MSE +/- 9460.89, N = 3SE +/- 40762.83, N = 3129217854782371. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5K10K15K20K25K22121.1016605.67
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.858.481.0System76 Thelio Major TR 7980X56.2329.9351.7OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 3369 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 21004 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.050.657.0System76 Thelio Major TR 7980X45.365.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.827.9System76 Thelio Major TR 7980X41.942.442.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the UnionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X90180270360450SE +/- 1.58, N = 3SE +/- 0.11, N = 3405.40112.69-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.8152.1188.1System76 Thelio Major TR 7980X52.1275.3306.9OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 55349 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 31929 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.063.769.0System76 Thelio Major TR 7980X42.958.765.4OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.427.9System76 Thelio Major TR 7980X39.940.140.9OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) Monitor1122334455

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X612182430SE +/- 0.23064, N = 7SE +/- 0.02546, N = 325.322507.78723-mcpu=generic -lpthread - MIN: 19.77-msse4.1 -fcf-protection=full - MIN: 4.911. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.5111.9211.8System76 Thelio Major TR 7980X58.0259.0352.1OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 2750 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 7253 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3048.055.665.0System76 Thelio Major TR 7980X38.953.961.1OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

srsRAN Project

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

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X10002000300040005000SE +/- 3.59, N = 3SE +/- 0.32, N = 31504.84612.5MIN: 885.6 / MAX: 1512-march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 3132.3 / MAX: 4613.11. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl
OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X4812162014.2115.83
MinAvgMaxSystem76 Thelio Astra Altra M128-3031.2105.9135.5System76 Thelio Major TR 7980X51.1291.4349.7OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6317 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 6895 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.057.961.0System76 Thelio Major TR 7980X43.463.378.8OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.928.128.9System76 Thelio Major TR 7980X42.942.943.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor1224364860

Timed Node.js Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 21.7.2Time To CompileSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X110220330440550SE +/- 1.15, N = 3SE +/- 0.18, N = 3511.05169.10
OpenBenchmarking.orgWatts, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 28.99 / Avg: 133.91 / Max: 198.36Min: 57.61 / Avg: 290.63 / Max: 354.031. System76 Thelio Astra Altra M128-30: Approximate power consumption of 56956 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 50764 Joules per run.
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1632486480Min: 51 / Avg: 62.46 / Max: 71Min: 42.38 / Avg: 62.39 / Max: 84.13
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645Min: 29.85 / Avg: 32.32 / Max: 37.85Min: 42.85 / Avg: 44.16 / Max: 45.85

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Pabellon Barcelona - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X306090120150SE +/- 0.36, N = 3SE +/- 0.05, N = 3140.2148.78
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.0182.2196.5System76 Thelio Major TR 7980X49.5316.5353.1OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 23076 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 17196 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.068.070.0System76 Thelio Major TR 7980X42.963.677.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

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: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X130K260K390K520K650KSE +/- 1778.60, N = 3SE +/- 681.42, N = 32173526112511. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100020003000400050004527.591857.38
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.448.058.8System76 Thelio Major TR 7980X55.6329.1351.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 2784 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 21062 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.045.648.0System76 Thelio Major TR 7980X45.166.774.8OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

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: Fishy Cat - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1530456075SE +/- 0.27, N = 3SE +/- 0.11, N = 365.0823.36
MinAvgMaxSystem76 Thelio Astra Altra M128-3031.5165.0197.0System76 Thelio Major TR 7980X58.3289.6352.8OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 10337 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 8301 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.065.869.0System76 Thelio Major TR 7980X43.460.677.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

Speedb

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

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X700K1400K2100K2800K3500KSE +/- 7547.70, N = 3SE +/- 6116.46, N = 3116022731584421. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X4K8K12K16K20K20630.089841.30
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.656.272.6System76 Thelio Major TR 7980X47.8320.9352.1OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 3224 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 20433 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.050.155.0System76 Thelio Major TR 7980X45.164.775.3OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405027.85

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: CoreSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X30K60K90K120K150KSE +/- 482.28, N = 3SE +/- 436.47, N = 312849347781-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.355.7183.0System76 Thelio Major TR 7980X52.3135.4351.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6623 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 6949 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.046.457.0System76 Thelio Major TR 7980X34.941.056.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.528.9System76 Thelio Major TR 7980X37.938.738.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

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: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100K200K300K400K500KSE +/- 1456.90, N = 3SE +/- 1072.72, N = 31746634574311. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X80016002400320040003633.231457.88
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.848.167.3System76 Thelio Major TR 7980X58.6313.8340.4OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 2772 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 20081 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.045.648.0System76 Thelio Major TR 7980X44.863.777.1OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.928.128.9System76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1224364860

Timed Godot Game Engine Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X50100150200250SE +/- 0.85, N = 3SE +/- 0.32, N = 3229.7896.47
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.6100.5201.5System76 Thelio Major TR 7980X55.5242.5353.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 20978 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 24570 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.055.368.0System76 Thelio Major TR 7980X38.657.578.8OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.929.030.9System76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Drive Temperature (nvme0n1) Monitor1224364860

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: Image ProcessingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X50K100K150K200K250KSE +/- 1895.00, N = 12SE +/- 1000.50, N = 321037193064-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 29.11 / Avg: 73.45 / Max: 174.91Min: 46.45 / Avg: 204.1 / Max: 351.641. System76 Thelio Astra Altra M128-30: Approximate power consumption of 14146 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 19729 Joules per run.
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1326395265Min: 44 / Avg: 47.76 / Max: 59Min: 34.38 / Avg: 47.46 / Max: 64.13
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240Min: 26.85 / Avg: 26.89 / Max: 27.85Min: 37.85 / Avg: 37.88 / Max: 38.85

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: Barbershop - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X80160240320400SE +/- 0.30, N = 3SE +/- 0.33, N = 3357.05163.29
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.4191.7205.7System76 Thelio Major TR 7980X53.3334.8353.5OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 60336 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 56581 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.069.671.0System76 Thelio Major TR 7980X44.366.569.1OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.841.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Classroom - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1632486480SE +/- 0.16, N = 3SE +/- 0.13, N = 370.5333.40
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.5176.6197.3System76 Thelio Major TR 7980X55.4305.9352.8OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 11831 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 11929 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.067.270.0System76 Thelio Major TR 7980X42.562.779.1OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Uniform PlasmaSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645SE +/- 0.31, N = 3SE +/- 0.11, N = 338.5218.281. (CXX) g++ options: -O3
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.8152.4186.3System76 Thelio Major TR 7980X57.1269.7351.4OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6351 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 7103 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.062.665.0System76 Thelio Major TR 7980X44.363.273.3OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.927.9System76 Thelio Major TR 7980X41.942.945.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor1224364860

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: Unix MakefilesSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X90180270360450SE +/- 0.62, N = 3SE +/- 0.41, N = 3415.58200.65
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.896.0191.3System76 Thelio Major TR 7980X55.6258.0359.1OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 38052 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 55994 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.054.566.0System76 Thelio Major TR 7980X39.559.879.4OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.934.536.9System76 Thelio Major TR 7980X41.943.343.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1224364860

Mobile Neural Network

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

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X160320480640800SE +/- 1.54, N = 3SE +/- 2.48, N = 3366.85737.75
OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2468107.7916.323
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.447.158.1System76 Thelio Major TR 7980X52.9116.7128.5OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor40801201602001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 9323 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 12173 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.046.552.0System76 Thelio Major TR 7980X34.946.573.3OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkCPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkDrive Temperature (nvme0n1) Monitor1224364860

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.078824, N = 15SE +/- 0.002121, N = 48.6386500.570562-mcpu=generic -lpthread - MIN: 3.441. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.2109.5202.2System76 Thelio Major TR 7980X53.3234.0327.7OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1840 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 4504 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.054.969.0System76 Thelio Major TR 7980X38.950.757.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD5System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3M6M9M12M15MSE +/- 5174.72, N = 3SE +/- 13316.66, N = 3121966713455000-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: MD5System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9K18K27K36K45K11325.0240767.12
MinAvgMaxSystem76 Thelio Astra Altra M128-3032.0107.7132.7System76 Thelio Major TR 7980X55.5330.0353.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6246 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 21123 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.761.0System76 Thelio Major TR 7980X44.866.770.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.442.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: BMW27 - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.15, N = 3SE +/- 0.09, N = 335.8218.21
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.0158.1193.4System76 Thelio Major TR 7980X50.8279.1352.4OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5904 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 6605 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.065.769.0System76 Thelio Major TR 7980X43.960.267.3OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Plasma AccelerationSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1122334455SE +/- 0.09, N = 3SE +/- 0.04, N = 347.6524.511. (CXX) g++ options: -O3
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.6169.5195.0System76 Thelio Major TR 7980X56.2302.7351.7OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7908 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 8979 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.064.768.0System76 Thelio Major TR 7980X44.866.475.6OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.426.9System76 Thelio Major TR 7980X41.941.841.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor1224364860

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1020304050SE +/- 0.34, N = 3SE +/- 0.15, N = 324.2345.61MIN: 11.28 / MAX: 26.16MIN: 42.27 / MAX: 46.41
OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.03940.07880.11820.15760.1970.1200.175
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.3201.6243.5System76 Thelio Major TR 7980X54.7260.3301.1OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 16327 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 13104 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.070.474.0System76 Thelio Major TR 7980X45.657.678.3OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.126.9System76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor1224364860

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: inception-v3System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.03, N = 3SE +/- 0.01, N = 319.3736.23MIN: 18.94 / MAX: 21.81MIN: 35.98 / MAX: 47.781. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.099.8116.2System76 Thelio Major TR 7980X48.8208.6247.2OpenBenchmarking.orgWatts, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Power Consumption Monitor601201802403001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 11041 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 39906 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.056.962.0System76 Thelio Major TR 7980X40.346.050.1OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.626.9System76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dDrive Temperature (nvme0n1) Monitor1224364860

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet QuantSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5001000150020002500SE +/- 9.82, N = 3SE +/- 36.53, N = 31368.652554.45
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6131.5172.8System76 Thelio Major TR 7980X55.9266.9299.0OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6356 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 14411 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.060.962.0System76 Thelio Major TR 7980X44.658.761.6OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300SE +/- 0.98, N = 3SE +/- 0.20, N = 3257.87139.33
MinAvgMaxSystem76 Thelio Astra Altra M128-3023.8124.1197.6System76 Thelio Major TR 7980X57.0290.8361.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 30497 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 44303 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.058.569.0System76 Thelio Major TR 7980X34.459.883.1OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.936.139.9System76 Thelio Major TR 7980X41.943.043.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1224364860

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 4.30, N = 3SE +/- 3.64, N = 41875.143450.90-mavx21. (CC) gcc options: -ffast-math -O3 -fopenmp -lopenblas
OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X36912159.64512.083
MinAvgMaxSystem76 Thelio Astra Altra M128-3031.7194.4245.3System76 Thelio Major TR 7980X55.0285.6353.0OpenBenchmarking.orgWatts, Fewer Is BetterACES DGEMM 1.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5119 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 5283 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.064.570.0System76 Thelio Major TR 7980X45.160.365.4OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.928.129.9System76 Thelio Major TR 7980X42.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0Drive Temperature (nvme0n1) Monitor1224364860

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1020304050SE +/- 0.33, N = 3SE +/- 0.29, N = 324.5244.95MIN: 12.59 / MAX: 26.37MIN: 41.24 / MAX: 46.05
OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.03890.07780.11670.15560.19450.1210.173
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.5203.3252.3System76 Thelio Major TR 7980X43.6259.7299.5OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 16125 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 13245 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.071.374.0System76 Thelio Major TR 7980X44.356.777.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor1224364860

XNNPACK

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

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet MobileSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X10K20K30K40K50KSE +/- 247.26, N = 3SE +/- 225.85, N = 325569.746404.8
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.8108.2143.7System76 Thelio Major TR 7980X32.8238.2258.4OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor701402102803501. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5301 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 13021 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.056.359.0System76 Thelio Major TR 7980X44.855.458.3OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 61.16, N = 3SE +/- 39.34, N = 3231140441. (CXX) g++ options: -O3 -lrt -lm
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.4133.2201.1System76 Thelio Major TR 7980X58.6275.0336.8OpenBenchmarking.orgWatts, Fewer Is BetterXNNPACK b7b048CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 22915 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 56829 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.061.365.0System76 Thelio Major TR 7980X40.558.563.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.929.130.9System76 Thelio Major TR 7980X41.942.042.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048Drive Temperature (nvme0n1) Monitor1224364860

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

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

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

Mobile Neural Network

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

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.013, N = 3SE +/- 0.017, N = 34.5747.5041. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.00560.01120.01680.02240.0280.0240.025
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.9192.0236.8System76 Thelio Major TR 7980X53.7300.6352.3OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2024CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 8254 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 10321 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.069.974.0System76 Thelio Major TR 7980X44.463.082.8OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.727.9System76 Thelio Major TR 7980X42.942.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024Drive Temperature (nvme0n1) Monitor1224364860

Mobile Neural Network

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

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X12002400360048006000SE +/- 20.38, N = 3SE +/- 29.16, N = 33372.085447.12
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.9141.2186.2System76 Thelio Major TR 7980X55.9267.6292.6OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor701402102803501. System76 Thelio Astra Altra M128-30: Approximate power consumption of 6639 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 14542 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.060.863.0System76 Thelio Major TR 7980X44.358.261.1OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

XNNPACK

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

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

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: bcryptSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X30K60K90K120K150KSE +/- 259.62, N = 3SE +/- 186.01, N = 3100940152469-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X150300450600750676.92486.12

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X30K60K90K120K150KSE +/- 126.74, N = 3SE +/- 202.63, N = 3100972152311-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X140280420560700663.63484.84
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.0152.2183.8System76 Thelio Astra Altra28.8149.1182.9System76 Thelio Major TR 7980X55.8314.1352.4OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 4717 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 10681 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.062.465.0System76 Thelio Astra Altra47.060.465.0System76 Thelio Major TR 7980X45.669.573.8OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra26.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

Mobile Neural Network

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

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

XNNPACK

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

srsRAN Project

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

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X4K8K12K16K20KSE +/- 72.39, N = 3SE +/- 57.06, N = 313707.119740.7-march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq1. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl
OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2040608010080.4668.61
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7170.4214.6System76 Thelio Major TR 7980X56.6287.7355.5OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 4429 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 6042 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.063.768.0System76 Thelio Major TR 7980X43.961.270.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.427.9System76 Thelio Major TR 7980X41.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor1224364860

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 5.44, N = 3SE +/- 24.05, N = 32363.303300.40
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.2153.1203.1System76 Thelio Major TR 7980X53.3281.4307.4OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7552 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 15195 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.061.965.0System76 Thelio Major TR 7980X43.959.562.5OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

Mobile Neural Network

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

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.02, N = 3SE +/- 0.10, N = 326.4335.771. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6202.1248.4System76 Thelio Major TR 7980X56.3317.3352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5524 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 12584 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.069.976.0System76 Thelio Major TR 7980X42.965.169.5OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.942.142.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670SE +/- 0.02, N = 3SE +/- 0.11, N = 346.9863.571. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra Altra M128-3032.2219.1248.6System76 Thelio Major TR 7980X47.6330.2352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 10080 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 22341 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.073.077.0System76 Thelio Major TR 7980X44.867.570.5OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3024.925.325.9System76 Thelio Major TR 7980X41.941.941.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

miniFE

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

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5K10K15K20K25KSE +/- 20.09, N = 4SE +/- 22.76, N = 324201.418264.11. (CXX) g++ options: -O3 -fopenmp -lmpi_cxx -lmpi
OpenBenchmarking.orgCG Mflops Per Watt, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X50100150200250243.6485.93
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.099.3172.4System76 Thelio Major TR 7980X50.0212.5295.0OpenBenchmarking.orgWatts, Fewer Is BetterminiFE 2.2CPU Power Consumption Monitor701402102803501. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1614 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 4534 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.053.459.0System76 Thelio Major TR 7980X38.048.154.1OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364526.85

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3691215SE +/- 0.001, N = 6SE +/- 0.016, N = 56.9029.0371. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.5147.4248.5System76 Thelio Major TR 7980X57.8257.7352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1450 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 3401 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.063.373.0System76 Thelio Major TR 7980X44.459.566.8OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.626.9System76 Thelio Major TR 7980X41.942.642.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive 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 Astra Altra M128-30System76 Thelio Major TR 7980X510152025SE +/- 0.00, N = 3SE +/- 0.02, N = 321.4216.541. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X0.02720.05440.08160.10880.1360.1210.056
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.2176.4188.4System76 Thelio Major TR 7980X56.6293.5346.6OpenBenchmarking.orgWatts, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 46630 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 83068 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3050.066.970.0System76 Thelio Major TR 7980X43.459.982.8OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1Drive Temperature (nvme0n1) Monitor1224364860

Mobile Neural Network

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

Coremark

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

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X700K1400K2100K2800K3500KSE +/- 1584.02, N = 3SE +/- 23890.91, N = 32793203.073413412.631. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec Per Watt, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X6K12K18K24K30K25825.3611992.38
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.8108.2168.4System76 Thelio Major TR 7980X59.0284.6352.4OpenBenchmarking.orgWatts, Fewer Is BetterCoremark 1.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 2199 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 8349 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.764.0System76 Thelio Major TR 7980X44.864.376.1OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405024.85

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: VideoSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3K6K9K12K15KSE +/- 169.59, N = 4SE +/- 121.71, N = 41463012897-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.396.3142.7System76 Thelio Major TR 7980X41.7233.3344.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1661 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 3967 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3043.050.158.0System76 Thelio Major TR 7980X35.849.459.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Major TR 7980X36.937.837.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: StitchingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60K120K180K240K300KSE +/- 1011.33, N = 3SE +/- 2278.09, N = 3247849280615-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.753.675.3System76 Thelio Major TR 7980X35.1148.5291.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor701402102803501. System76 Thelio Astra Altra M128-30: Approximate power consumption of 12130 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 42020 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3043.044.947.0System76 Thelio Major TR 7980X36.642.678.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X36.937.837.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 17.01, N = 3SE +/- 24.92, N = 32964.533323.55
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.1119.8162.9System76 Thelio Major TR 7980X58.5263.7287.3OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor701402102803501. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5830 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 14326 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.760.0System76 Thelio Major TR 7980X44.658.462.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

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: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2M4M6M8M10MSE +/- 84686.88, N = 3SE +/- 163321.59, N = 310160082113609991. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X12K24K36K48K60K55264.8334331.39
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6183.8219.7System76 Thelio Major TR 7980X59.3330.9352.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 10540 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 21069 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3053.067.372.0System76 Thelio Major TR 7980X44.865.469.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100M200M300M400M500MSE +/- 6329660.21, N = 3SE +/- 1100751.77, N = 34741568954287735881. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X500K1000K1500K2000K2500K2278620.281296889.46
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.3208.1228.4System76 Thelio Major TR 7980X57.9330.6353.1OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 11861 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 21049 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.068.073.0System76 Thelio Major TR 7980X44.169.572.4OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.129.9System76 Thelio Major TR 7980X41.941.941.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet FloatSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5001000150020002500SE +/- 12.15, N = 3SE +/- 13.97, N = 31927.052127.82
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.1156.5200.7System76 Thelio Major TR 7980X56.4289.4314.5OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7718 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 15625 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.065.167.0System76 Thelio Major TR 7980X44.460.263.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.641.9OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) Monitor1224364860

XNNPACK

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

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7K14K21K28K35KSE +/- 184.20, N = 3SE +/- 80.99, N = 329027.730710.6
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.6154.1193.5System76 Thelio Major TR 7980X54.5310.3342.7OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7551 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 16862 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3051.064.166.0System76 Thelio Major TR 7980X44.861.864.9OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X6K12K18K24K30KSE +/- 149.53, N = 3SE +/- 117.38, N = 327845.626395.9
MinAvgMaxSystem76 Thelio Astra Altra M128-3031.7161.5200.9System76 Thelio Major TR 7980X54.3325.1352.8OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 7916 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 17664 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3052.065.768.0System76 Thelio Major TR 7980X44.862.965.4OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

Speedb

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

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100M200M300M400M500MSE +/- 4679221.79, N = 15SE +/- 678570.59, N = 34639004654448922021. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X500K1000K1500K2000K2500K2208238.421343999.32
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7210.1232.3System76 Thelio Major TR 7980X58.4331.0353.1OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 12002 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 21075 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3047.071.675.0System76 Thelio Major TR 7980X39.466.871.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.925.926.9System76 Thelio Major TR 7980X39.939.939.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1122334455

Drive Temperature (nvme0n1) Monitor

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

CPU Temperature Monitor

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

CPU Power Consumption Monitor

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

OpenCV

MinAvgMaxSystem76 Thelio Astra Altra M128-3026.928.829.9System76 Thelio Major TR 7980X38.939.339.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

MinAvgMaxSystem76 Thelio Astra Altra M128-3043.044.850.0System76 Thelio Major TR 7980X36.345.078.3OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.243.869.8System76 Thelio Major TR 7980X45.1152.3292.2OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor70140210280350

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Object DetectionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100KSE +/- 793.40, N = 9SE +/- 434.10, N = 1510103623801-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3027.243.869.8System76 Thelio Major TR 7980X45.1152.3292.2OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor701402102803501. System76 Thelio Astra Altra M128-30: Approximate power consumption of 4123 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 4224 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3043.044.850.0System76 Thelio Major TR 7980X36.345.078.3OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3026.928.829.9System76 Thelio Major TR 7980X38.939.339.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X816243240Min: 38.85 / Avg: 40.11 / Max: 40.85

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.047.659.0System76 Thelio Major TR 7980X39.451.276.6OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.767.4101.6System76 Thelio Major TR 7980X47.2209.9304.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor80160240320400

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Features 2DSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100KSE +/- 2087.36, N = 12SE +/- 3626.20, N = 158933386043-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.767.4101.6System76 Thelio Major TR 7980X47.2209.9304.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5663 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 18778 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3044.047.659.0System76 Thelio Major TR 7980X39.451.276.6OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X816243240Min: 38.85 / Avg: 40.11 / Max: 40.85

MinAvgMaxSystem76 Thelio Major TR 7980X40.941.742.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1224364860

MinAvgMaxSystem76 Thelio Astra Altra M128-3049.056.469.0System76 Thelio Major TR 7980X41.152.272.4OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.8103.9176.6System76 Thelio Major TR 7980X28.9211.2334.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor80160240320400

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: DNN - Deep Neural NetworkSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X13K26K39K52K65KSE +/- 717.84, N = 4SE +/- 1239.45, N = 156029236150-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.8103.9176.6System76 Thelio Major TR 7980X28.9211.2334.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 5923 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 8420 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.056.469.0System76 Thelio Major TR 7980X41.152.272.4OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Major TR 7980X40.941.742.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1224364860

Speedb

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.427.9System76 Thelio Major TR 7980X39.941.041.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1224364860

MinAvgMaxSystem76 Thelio Astra Altra M128-3054.064.669.0System76 Thelio Major TR 7980X42.965.371.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.0159.6192.3System76 Thelio Major TR 7980X53.8331.4352.5OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100K84315.3137976.88

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3M6M9M12M15MSE +/- 753903.88, N = 15SE +/- 230932.35, N = 1513457221125864671. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100K84315.3137976.88
MinAvgMaxSystem76 Thelio Astra Altra M128-3030.0159.6192.3System76 Thelio Major TR 7980X53.8331.4352.5OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor1002003004005001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 9204 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 21079 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3054.064.669.0System76 Thelio Major TR 7980X42.965.371.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.427.9System76 Thelio Major TR 7980X39.941.041.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1224364860

Whisper.cpp

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645Min: 25.85 / Avg: 26.66 / Max: 26.85Min: 40.85 / Avg: 40.87 / Max: 41.85

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670Min: 52 / Avg: 66.27 / Max: 75Min: 43.5 / Avg: 64.65 / Max: 72.88

OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 29.79 / Avg: 169.79 / Max: 235.97Min: 55.13 / Avg: 330.87 / Max: 351.75

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the UnionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2004006008001000SE +/- 42.64, N = 9SE +/- 1.16, N = 31056.78528.12-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 29.79 / Avg: 169.79 / Max: 235.97Min: 55.13 / Avg: 330.87 / Max: 351.751. System76 Thelio Astra Altra M128-30: Approximate power consumption of 156753 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 174479 Joules per run.
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670Min: 52 / Avg: 66.27 / Max: 75Min: 43.5 / Avg: 64.65 / Max: 72.88
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645Min: 25.85 / Avg: 26.66 / Max: 26.85Min: 40.85 / Avg: 40.87 / Max: 41.85

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240Min: 26.85 / Avg: 26.87 / Max: 27.85Min: 39.85 / Avg: 40.84 / Max: 40.85

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670Min: 53 / Avg: 65.36 / Max: 73Min: 42.88 / Avg: 62.08 / Max: 72.38

OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 30.67 / Avg: 160.95 / Max: 222.21Min: 53.44 / Avg: 307.39 / Max: 344.27

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the UnionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X120240360480600SE +/- 23.23, N = 9SE +/- 0.09, N = 3564.90221.60-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread
OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 30.67 / Avg: 160.95 / Max: 222.21Min: 53.44 / Avg: 307.39 / Max: 344.271. System76 Thelio Astra Altra M128-30: Approximate power consumption of 80421 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 68855 Joules per run.
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670Min: 53 / Avg: 65.36 / Max: 73Min: 42.88 / Avg: 62.08 / Max: 72.38
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240Min: 26.85 / Avg: 26.87 / Max: 27.85Min: 39.85 / Avg: 40.84 / Max: 40.85

oneDNN

OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

MinAvgMaxSystem76 Thelio Astra Altra M128-3049.054.663.0System76 Thelio Major TR 7980X40.649.155.1OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6106.5165.5System76 Thelio Major TR 7980X55.6204.4328.4OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.14942.29883.44824.59765.747SE +/- 0.125327, N = 15SE +/- 0.001823, N = 55.1082500.337279-mcpu=generic -lpthread - MIN: 1.971. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6106.5165.5System76 Thelio Major TR 7980X55.6204.4328.4OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 1229 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 2698 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3049.054.663.0System76 Thelio Major TR 7980X40.649.155.1OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

MinAvgMaxSystem76 Thelio Astra Altra M128-3048.052.564.0System76 Thelio Major TR 7980X40.647.756.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra Altra M128-3029.382.5130.3System76 Thelio Major TR 7980X50.8173.1344.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.29556, N = 15SE +/- 0.00060, N = 97.900921.02113-mcpu=generic -lpthread - MIN: 2.991. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl
MinAvgMaxSystem76 Thelio Astra Altra M128-3029.382.5130.3System76 Thelio Major TR 7980X50.8173.1344.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor801602403204001. System76 Thelio Astra Altra M128-30: Approximate power consumption of 517 Joules per run.2. System76 Thelio Major TR 7980X: Approximate power consumption of 1212 Joules per run.
MinAvgMaxSystem76 Thelio Astra Altra M128-3048.052.564.0System76 Thelio Major TR 7980X40.647.756.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364527.85

107 Results Shown

oneDNN:
  Recurrent Neural Network Inference - CPU
  Convolution Batch Shapes Auto - CPU
  Recurrent Neural Network Training - CPU
John The Ripper:
  WPA PSK
  HMAC-SHA512
RocksDB
Whisper.cpp
oneDNN
srsRAN Project
Timed Node.js Compilation
Blender
RocksDB
Blender
Speedb
OpenCV
Speedb
Timed Godot Game Engine Compilation
OpenCV
Blender:
  Barbershop - CPU-Only
  Classroom - CPU-Only
WarpX
Timed LLVM Compilation
Mobile Neural Network
Numpy Benchmark
oneDNN
John The Ripper
Blender
WarpX
PyTorch
Mobile Neural Network
LiteRT
Timed LLVM Compilation
ACES DGEMM
PyTorch
XNNPACK
LiteRT
XNNPACK:
  QS8MobileNetV2
  FP16MobileNetV3Large
  FP16MobileNetV3Small
  FP16MobileNetV1
Mobile Neural Network
GROMACS
Mobile Neural Network
LiteRT
XNNPACK:
  FP32MobileNetV3Small
  FP32MobileNetV2
John The Ripper:
  bcrypt
  Blowfish
Mobile Neural Network:
  MobileNetV2_224
  nasnet
XNNPACK
srsRAN Project
LiteRT
Mobile Neural Network
C-Ray:
  4K - 16
  5K - 16
miniFE
C-Ray
High Performance Conjugate Gradient
Mobile Neural Network
Coremark
OpenCV:
  Video
  Stitching
LiteRT
RocksDB:
  Read While Writing
  Rand Read
LiteRT
XNNPACK
LiteRT:
  Inception ResNet V2
  Inception V4
Speedb
Drive Temperature (nvme0n1) Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Celsius
    Watts
  Drive Temp (nvme0n1) Monitor:
    Celsius
  CPU Temp Monitor:
    Celsius
  CPU Power Consumption Monitor:
    Watts
OpenCV
OpenCV:
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
OpenCV
OpenCV:
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
OpenCV
Speedb:
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
  Read While Writing
Speedb
Whisper.cpp:
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
Whisper.cpp
Whisper.cpp:
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
Whisper.cpp
oneDNN:
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
oneDNN
oneDNN:
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  CPU Power Consumption Monitor
oneDNN

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.