Ampere Altra System76 Thelio Astra

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 2410198-NE-AMPEREALT58
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
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
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

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
Toggle/Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
System76 Thelio Astra
October 17
  12 Hours, 15 Minutes
System76 Thelio Astra Altra
October 18
  13 Hours, 18 Minutes
Invert Behavior (Only Show Selected Data)
  12 Hours, 46 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

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 Astra Altra

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

Ampere Altra System76 Thelio AstraOpenBenchmarking.orgPhoronix Test SuiteARMv8 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 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionAmpere Altra System76 Thelio Astra BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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 - Scaling Governor: cppc_cpufreq schedutil (Boost: Disabled)- GPU Compute Cores: 768- Python 3.12.3- 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 Astra vs. System76 Thelio Astra Altra ComparisonPhoronix Test SuiteBaseline+7.2%+7.2%+14.4%+14.4%+21.6%+21.6%+28.8%+28.8%28.9%5.2%5.1%4.4%4.1%2.2%Read While WritingIP Shapes 1D - CPU8%D.B.s - CPU6.9%ggml-medium.en - 2.S.o.t.URead While WritingFP32MobileNetV3LargeR.R.W.R4.4%CPU - 512 - ResNet-50Rand Read3.8%QS8MobileNetV23.8%Video3.7%FP16MobileNetV13.6%FP16MobileNetV3Small3.3%R.N.N.I - CPU2.9%ggml-small.en - 2.S.o.t.U2.6%DNN - D.N.N2.4%Rand Read2.4%R.R.W.R2.4%Features 2DR.N.N.T - CPU2.1%Object Detection2%SpeedboneDNNoneDNNWhisper.cppRocksDBXNNPACKRocksDBPyTorchRocksDBXNNPACKOpenCVXNNPACKXNNPACKoneDNNWhisper.cppOpenCVSpeedbSpeedbOpenCVoneDNNOpenCVSystem76 Thelio AstraSystem76 Thelio Astra Altra

Ampere Altra System76 Thelio Astrawhisper-cpp: ggml-medium.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionopencv: Image Processingbuild-nodejs: Time To Compilehpcg: 104 104 104 - 60build-llvm: Unix Makefileswhisper-cpp: ggml-base.en - 2016 State of the Unionepoch: Coneblender: Barbershop - CPU-Onlyopencv: Features 2Dbuild-linux-kernel: allmodconfigspeedb: Read While Writingspeedb: Rand Readopencv: Object Detectionbuild-llvm: Ninjaopencv: Stitchingonednn: Recurrent Neural Network Inference - CPUbuild-godot: Time To Compilenumpy: xnnpack: QS8MobileNetV2xnnpack: FP16MobileNetV3Smallxnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV1xnnpack: FP32MobileNetV3Smallxnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV1john-the-ripper: HMAC-SHA512rocksdb: Update Randrocksdb: Rand Readopencv: DNN - Deep Neural Networkopencv: Coreblender: Pabellon Barcelona - CPU-Onlyspeedb: Read Rand Write Randmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: squeezenetv1.1mnn: mobilenetV3mnn: nasnetbuild-linux-kernel: defconfigpytorch: CPU - 512 - ResNet-50pytorch: CPU - 256 - ResNet-50warpx: Uniform Plasmaonednn: Recurrent Neural Network Training - CPUonednn: IP Shapes 1D - CPUblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlysrsran: PUSCH Processor Benchmark, Throughput Totalspeedb: Update Randjohn-the-ripper: MD5rocksdb: Read Rand Write Randrocksdb: Read While Writinglitert: Mobilenet Quantlitert: Inception V4litert: Inception ResNet V2litert: NASNet Mobilelitert: Quantized COCO SSD MobileNet v1litert: Mobilenet Floatlitert: SqueezeNetlitert: DeepLab V3warpx: Plasma Accelerationc-ray: 5K - 16gromacs: MPI CPU - water_GMX50_bareonednn: IP Shapes 3D - CPUopencv: Videoonednn: Deconvolution Batch shapes_1d - CPUblender: BMW27 - CPU-Onlyjohn-the-ripper: WPA PSKjohn-the-ripper: bcryptjohn-the-ripper: Blowfishc-ray: 4K - 16mt-dgemm: Sustained Floating-Point Ratesrsran: PDSCH Processor Benchmark, Throughput Totalminife: Smallonednn: Convolution Batch Shapes Auto - CPUcoremark: CoreMark Size 666 - Iterations Per Secondonednn: Deconvolution Batch shapes_3d - CPUc-ray: 1080p - 16System76 Thelio AstraSystem76 Thelio Astra Altra1111.58062550.79315206858510.13721.4252416.476398.21058346.84357.6491270318.3071044213247496701599033260.0842498343125.37228.308363.532227238132682103117926894289259419356836266721385649206035758880130464140.33118753919.1731.9762.2204.40114.1062.3731.5949.98982.69223.5624.2938.968068524062.318.0014670.5864.481525.51739971217667134859996631431376.4627987.628987.625510.33009.661899.802395.263373.9347.6452865047.0344.4975.200161410525.076236.0910956510138710133026.4801874.16889713753.324196.24.882012781173.9600947.389886.9041056.78240564.89979210371511.05121.4187415.578405.39651357.0589333318.03213457221463900465101036257.8692478493215.52229.783366.852311246033042093122127054108261019436887933321735247415689560292128493140.21116022719.3691.9422.2424.39414.3102.3541.57610.03983.09824.5224.2338.515365854148.638.6386570.5365.081504.817466312196671292178101600821368.6527845.629027.725569.72964.531927.052363.303372.0847.6534204946.9754.5745.108251463025.322535.8211006110094010097226.4271875.13607713707.124201.44.937892793203.0670527.900926.902OpenBenchmarking.org

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the UnionSystem76 Thelio AstraSystem76 Thelio Astra Altra2004006008001000SE +/- 15.29, N = 3SE +/- 42.64, N = 91111.581056.781. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -mcpu=native
OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra4080120160200Min: 29.79 / Avg: 169.79 / Max: 235.97Min: 31.4 / Avg: 165.9 / Max: 222.26
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra1428425670Min: 54 / Avg: 67.35 / Max: 75Min: 52 / Avg: 66.27 / Max: 75
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2GPU Temperature MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra816243240Min: 34 / Avg: 36.78 / Max: 40Min: 36 / Avg: 36.67 / Max: 39
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra612182430Min: 25.85 / Avg: 26.66 / Max: 26.85

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the UnionSystem76 Thelio Astra AltraSystem76 Thelio Astra120240360480600SE +/- 23.23, N = 9SE +/- 24.91, N = 9564.90550.791. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -mcpu=native
OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra4080120160200Min: 32.46 / Avg: 163.77 / Max: 221.46Min: 30.67 / Avg: 160.95 / Max: 222.21
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra1428425670Min: 53 / Avg: 66.93 / Max: 74Min: 53 / Avg: 65.36 / Max: 73
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2GPU Temperature MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra918273645Min: 36 / Avg: 39.77 / Max: 41Min: 34 / Avg: 36.77 / Max: 40
OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra612182430Min: 26.85 / Avg: 26.87 / Max: 27.85

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: Image ProcessingSystem76 Thelio Astra AltraSystem76 Thelio Astra50K100K150K200K250KSE +/- 1895.00, N = 12SE +/- 2984.28, N = 32103712068581. (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 AltraSystem76 Thelio Astra306090120150Min: 29.11 / Avg: 73.45 / Max: 174.91Min: 27.03 / Avg: 72.24 / Max: 160.57
MinAvgMaxSystem76 Thelio Astra44.048.058.0System76 Thelio Astra Altra44.047.859.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature MonitorSystem76 Thelio Astra Altra816243240Min: 36 / Avg: 36.01 / Max: 37
MinAvgMaxSystem76 Thelio Astra26.927.627.9System76 Thelio Astra Altra26.926.927.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

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 AltraSystem76 Thelio Astra110220330440550SE +/- 1.15, N = 3SE +/- 0.54, N = 3511.05510.14
OpenBenchmarking.orgWatts, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Power Consumption MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra4080120160200Min: 27.7 / Avg: 134.81 / Max: 195.87Min: 28.99 / Avg: 133.91 / Max: 198.36
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Temperature MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra1428425670Min: 51 / Avg: 62.57 / Max: 70Min: 51 / Avg: 62.46 / Max: 71
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2GPU Temperature MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra918273645Min: 37 / Avg: 40.63 / Max: 42Min: 36 / Avg: 38.71 / Max: 41
OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra816243240Min: 29.85 / Avg: 32.32 / Max: 37.85Min: 29.85 / Avg: 32.29 / Max: 36.85

High Performance Conjugate Gradient

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

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60System76 Thelio Astra AltraSystem76 Thelio Astra510152025SE +/- 0.00, N = 3SE +/- 0.01, N = 321.4221.431. (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 AstraSystem76 Thelio Astra Altra0.02720.05440.08160.10880.1360.1210.121
MinAvgMaxSystem76 Thelio Astra28.5176.7189.3System76 Thelio Astra Altra28.2176.4188.4OpenBenchmarking.orgWatts, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra51.068.071.0System76 Thelio Astra Altra50.066.970.0OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.838.0System76 Thelio Astra Altra36.036.537.0OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243026.85

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: Unix MakefilesSystem76 Thelio AstraSystem76 Thelio Astra Altra90180270360450SE +/- 1.95, N = 3SE +/- 0.62, N = 3416.48415.58
MinAvgMaxSystem76 Thelio Astra31.096.1188.3System76 Thelio Astra Altra28.896.0191.3OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra Altra47.054.566.0System76 Thelio Astra47.054.265.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.038.742.0System76 Thelio Astra36.037.640.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0GPU Temperature Monitor1224364860
MinAvgMaxSystem76 Thelio Astra Altra30.934.536.9System76 Thelio Astra30.933.935.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1020304050

Whisper.cpp

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the UnionSystem76 Thelio Astra AltraSystem76 Thelio Astra90180270360450SE +/- 1.58, N = 3SE +/- 2.93, N = 3405.40398.211. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -mcpu=native
MinAvgMaxSystem76 Thelio Astra Altra28.8152.1188.1System76 Thelio Astra27.4149.3185.7OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra52.064.269.0System76 Thelio Astra Altra51.063.769.0OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra35.036.939.0System76 Thelio Astra36.036.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra26.927.827.9System76 Thelio Astra Altra26.927.427.9OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) Monitor918273645

Epoch

OpenBenchmarking.orgSeconds, Fewer Is BetterEpoch 4.19.4Epoch3D Deck: ConeSystem76 Thelio Astra80160240320400SE +/- 1.61, N = 3346.841. (F9X) gfortran options: -O3 -std=f2003 -Jobj -lsdf -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
MinAvgMaxSystem76 Thelio Astra29.6178.7217.2OpenBenchmarking.orgWatts, Fewer Is BetterEpoch 4.19.4CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra53.067.974.0OpenBenchmarking.orgCelsius, Fewer Is BetterEpoch 4.19.4CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.038.038.0OpenBenchmarking.orgCelsius, Fewer Is BetterEpoch 4.19.4GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra28.930.731.9OpenBenchmarking.orgCelsius, Fewer Is BetterEpoch 4.19.4Drive Temperature (nvme0n1) Monitor918273645

Epoch3D Deck: Cone

System76 Thelio Astra Altra: The test quit with a non-zero exit status. E: SDF error: SDF_ERR_UNKNOWN

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 AstraSystem76 Thelio Astra Altra80160240320400SE +/- 0.51, N = 3SE +/- 0.30, N = 3357.64357.05
MinAvgMaxSystem76 Thelio Astra Altra28.4191.7205.7OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra Altra53.069.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra34.034.136.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1020304050
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

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: Features 2DSystem76 Thelio AstraSystem76 Thelio Astra Altra20K40K60K80K100KSE +/- 1679.80, N = 12SE +/- 2087.36, N = 1291270893331. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra26.567.899.8System76 Thelio Astra Altra28.767.4101.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor20406080100
MinAvgMaxSystem76 Thelio Astra45.048.360.0System76 Thelio Astra Altra44.047.659.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Astra37.037.838.0System76 Thelio Astra Altra36.036.737.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283527.85

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: allmodconfigSystem76 Thelio AstraSystem76 Thelio Astra Altra70140210280350SE +/- 1.44, N = 3SE +/- 1.44, N = 3318.31318.03
MinAvgMaxSystem76 Thelio Astra26.9181.4218.9System76 Thelio Astra Altra29.9181.0217.9OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra50.068.975.0System76 Thelio Astra Altra50.068.874.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.036.839.0System76 Thelio Astra36.036.438.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra Altra33.937.838.9System76 Thelio Astra32.937.738.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8Drive 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: Read While WritingSystem76 Thelio AstraSystem76 Thelio Astra Altra3M6M9M12M15MSE +/- 164058.99, N = 15SE +/- 753903.88, N = 1510442132134572211. (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 AstraSystem76 Thelio Astra Altra20K40K60K80K100K66436.6684315.31
MinAvgMaxSystem76 Thelio Astra Altra30.0159.6192.3System76 Thelio Astra28.6157.2188.7OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra55.064.969.0System76 Thelio Astra Altra54.064.669.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.838.0System76 Thelio Astra Altra36.036.937.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra25.928.528.9System76 Thelio Astra Altra25.927.427.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor918273645

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio Astra AltraSystem76 Thelio Astra100M200M300M400M500MSE +/- 4679221.79, N = 15SE +/- 4696121.03, N = 154639004654749670151. (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 AltraSystem76 Thelio Astra500K1000K1500K2000K2500K2208238.422235861.28
MinAvgMaxSystem76 Thelio Astra27.6212.4233.6System76 Thelio Astra Altra28.7210.1232.3OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra47.072.576.0System76 Thelio Astra Altra47.071.675.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.036.637.0System76 Thelio Astra Altra36.036.137.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra25.926.026.9System76 Thelio Astra Altra25.925.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor816243240

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: Object DetectionSystem76 Thelio Astra AltraSystem76 Thelio Astra20K40K60K80K100KSE +/- 793.40, N = 9SE +/- 865.84, N = 7101036990331. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra26.344.171.7System76 Thelio Astra Altra27.243.869.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor20406080100
MinAvgMaxSystem76 Thelio Astra43.045.049.0System76 Thelio Astra Altra43.044.850.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1428425670
MinAvgMaxSystem76 Thelio Astra37.037.638.0System76 Thelio Astra Altra36.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.928.829.9System76 Thelio Astra Altra26.928.829.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

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 AstraSystem76 Thelio Astra Altra60120180240300SE +/- 1.59, N = 3SE +/- 0.98, N = 3260.08257.87
MinAvgMaxSystem76 Thelio Astra24.7124.2198.7System76 Thelio Astra Altra23.8124.1197.6OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra44.058.769.0System76 Thelio Astra Altra44.058.569.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.036.239.0System76 Thelio Astra35.036.138.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra Altra30.936.139.9System76 Thelio Astra30.935.638.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1122334455

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: StitchingSystem76 Thelio AstraSystem76 Thelio Astra Altra50K100K150K200K250KSE +/- 2453.89, N = 3SE +/- 1011.33, N = 32498342478491. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra27.654.071.5System76 Thelio Astra Altra27.753.675.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor20406080100
MinAvgMaxSystem76 Thelio Astra43.045.047.0System76 Thelio Astra Altra43.044.947.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1428425670
MinAvgMaxSystem76 Thelio Astra37.037.039.0System76 Thelio Astra Altra36.036.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra26.927.527.9System76 Thelio Astra Altra26.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPUSystem76 Thelio Astra AltraSystem76 Thelio Astra7001400210028003500SE +/- 30.66, N = 3SE +/- 21.23, N = 153215.523125.37MIN: 2717.06MIN: 2673.311. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread
MinAvgMaxSystem76 Thelio Astra29.6142.6234.5System76 Thelio Astra Altra30.0142.0228.0OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra54.062.473.0System76 Thelio Astra Altra53.061.973.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.037.339.0System76 Thelio Astra35.035.937.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra61218243026.85

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 AltraSystem76 Thelio Astra50100150200250SE +/- 0.85, N = 3SE +/- 0.16, N = 3229.78228.31
MinAvgMaxSystem76 Thelio Astra28.1101.3200.4System76 Thelio Astra Altra27.6100.5201.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra46.055.667.0System76 Thelio Astra Altra47.055.368.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.038.741.0System76 Thelio Astra35.036.839.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra Altra28.929.030.9System76 Thelio Astra27.928.731.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Drive Temperature (nvme0n1) Monitor918273645

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 AstraSystem76 Thelio Astra Altra80160240320400SE +/- 2.61, N = 3SE +/- 1.54, N = 3363.53366.85
OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkSystem76 Thelio AstraSystem76 Thelio Astra Altra2468107.6947.791
MinAvgMaxSystem76 Thelio Astra30.947.257.3System76 Thelio Astra Altra30.447.158.1OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor1632486480
MinAvgMaxSystem76 Thelio Astra44.046.654.0System76 Thelio Astra Altra44.046.552.0OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkCPU Temperature Monitor1530456075
MinAvgMaxSystem76 Thelio Astra Altra36.036.338.0System76 Thelio Astra35.036.036.0OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkGPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.928.228.9OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkDrive Temperature (nvme0n1) Monitor918273645

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2System76 Thelio Astra AltraSystem76 Thelio Astra5001000150020002500SE +/- 61.16, N = 3SE +/- 11.10, N = 3231122271. (CXX) g++ options: -O3 -lrt -lm
MinAvgMaxSystem76 Thelio Astra Altra30.4133.2201.1System76 Thelio Astra29.3133.0188.1OpenBenchmarking.orgWatts, Fewer Is BetterXNNPACK b7b048CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra50.061.366.0System76 Thelio Astra Altra50.061.365.0OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.039.642.0System76 Thelio Astra36.036.640.0OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048GPU Temperature Monitor1224364860
MinAvgMaxSystem76 Thelio Astra Altra28.929.130.9System76 Thelio Astra27.928.930.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048Drive Temperature (nvme0n1) Monitor918273645

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3SmallSystem76 Thelio Astra AltraSystem76 Thelio Astra5001000150020002500SE +/- 73.70, N = 3SE +/- 34.36, N = 3246023811. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3LargeSystem76 Thelio Astra AltraSystem76 Thelio Astra7001400210028003500SE +/- 55.56, N = 3SE +/- 6.39, N = 3330432681. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV2System76 Thelio AstraSystem76 Thelio Astra Altra5001000150020002500SE +/- 43.27, N = 3SE +/- 28.10, N = 3210320931. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1System76 Thelio Astra AltraSystem76 Thelio Astra30060090012001500SE +/- 23.78, N = 3SE +/- 24.09, N = 3122111791. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3SmallSystem76 Thelio Astra AltraSystem76 Thelio Astra6001200180024003000SE +/- 12.91, N = 3SE +/- 47.96, N = 3270526891. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3LargeSystem76 Thelio AstraSystem76 Thelio Astra Altra9001800270036004500SE +/- 50.89, N = 3SE +/- 73.96, N = 3428941081. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV2System76 Thelio Astra AltraSystem76 Thelio Astra6001200180024003000SE +/- 26.06, N = 3SE +/- 22.61, N = 3261025941. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV1System76 Thelio Astra AltraSystem76 Thelio Astra400800120016002000SE +/- 18.36, N = 3SE +/- 22.19, N = 3194319351. (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: HMAC-SHA512System76 Thelio AstraSystem76 Thelio Astra Altra15M30M45M60M75MSE +/- 967418.00, N = 15SE +/- 457404.76, N = 368362667688793331. (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 AstraSystem76 Thelio Astra Altra160K320K480K640K800K754662.33761323.21
MinAvgMaxSystem76 Thelio Astra28.890.6129.5System76 Thelio Astra Altra29.990.5125.0OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Astra Altra49.054.058.0System76 Thelio Astra48.053.059.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14GPU Temperature MonitorSystem76 Thelio Astra Altra91827364538.00
OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283527.85

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 AstraSystem76 Thelio Astra Altra50K100K150K200K250KSE +/- 1913.79, N = 15SE +/- 1778.60, N = 32138562173521. (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 AstraSystem76 Thelio Astra Altra100020003000400050004392.964527.59
MinAvgMaxSystem76 Thelio Astra27.848.762.3System76 Thelio Astra Altra27.448.058.8OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra44.045.648.0System76 Thelio Astra44.045.450.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor1428425670
MinAvgMaxSystem76 Thelio Astra37.038.039.0System76 Thelio Astra Altra37.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra28.929.830.9System76 Thelio Astra Altra27.927.927.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor918273645

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio Astra AltraSystem76 Thelio Astra110M220M330M440M550MSE +/- 6329660.21, N = 3SE +/- 3764966.49, N = 154741568954920603571. (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 AstraSystem76 Thelio Astra Altra500K1000K1500K2000K2500K2255821.462278620.28
MinAvgMaxSystem76 Thelio Astra25.8218.1241.0System76 Thelio Astra Altra27.3208.1228.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra44.073.176.0System76 Thelio Astra Altra44.068.073.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.037.038.0System76 Thelio Astra Altra36.036.537.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra Altra25.927.129.9System76 Thelio Astra25.926.329.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor918273645

OpenCV

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

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: DNN - Deep Neural NetworkSystem76 Thelio Astra AltraSystem76 Thelio Astra13K26K39K52K65KSE +/- 717.84, N = 4SE +/- 1485.93, N = 1260292588801. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra29.2106.3179.5System76 Thelio Astra Altra30.8103.9176.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra49.056.970.0System76 Thelio Astra Altra49.056.469.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature MonitorSystem76 Thelio Astra Altra91827364538.00
OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283527.85

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: CoreSystem76 Thelio AstraSystem76 Thelio Astra Altra30K60K90K120K150KSE +/- 1455.59, N = 4SE +/- 482.28, N = 31304641284931. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra29.057.0187.3System76 Thelio Astra Altra28.355.7183.0OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra Altra44.046.457.0System76 Thelio Astra44.045.858.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Astra37.037.338.0System76 Thelio Astra Altra36.036.437.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.928.228.9System76 Thelio Astra Altra26.927.528.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

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 AstraSystem76 Thelio Astra Altra306090120150SE +/- 0.75, N = 3SE +/- 0.36, N = 3140.33140.21
MinAvgMaxSystem76 Thelio Astra Altra29.0182.2196.5OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra Altra52.068.070.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra34.034.236.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1020304050
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

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 AltraSystem76 Thelio Astra300K600K900K1200K1500KSE +/- 7547.70, N = 3SE +/- 8893.20, N = 11116022711875391. (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 AltraSystem76 Thelio Astra5K10K15K20K25K20630.0821525.22
MinAvgMaxSystem76 Thelio Astra Altra28.656.272.6System76 Thelio Astra29.055.281.2OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra47.050.155.0System76 Thelio Astra44.047.457.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor1632486480
OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7GPU Temperature MonitorSystem76 Thelio Astra Altra91827364538.00
OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: inception-v3System76 Thelio Astra AltraSystem76 Thelio Astra510152025SE +/- 0.03, N = 3SE +/- 0.05, N = 319.3719.17MIN: 18.94 / MAX: 21.81MIN: 18.67 / MAX: 21.511. (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 Altra28.099.8116.2System76 Thelio Astra28.697.5119.8OpenBenchmarking.orgWatts, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Astra Altra49.056.962.0System76 Thelio Astra44.053.557.0OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.038.339.0System76 Thelio Astra Altra34.034.836.0OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dGPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra26.927.930.9System76 Thelio Astra Altra25.926.626.9OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dDrive Temperature (nvme0n1) Monitor918273645

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: mobilenet-v1-1.0System76 Thelio AstraSystem76 Thelio Astra Altra0.44460.88921.33381.77842.223SE +/- 0.011, N = 3SE +/- 0.005, N = 31.9761.942MIN: 1.86 / MAX: 3.51MIN: 1.79 / MAX: 3.631. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: MobileNetV2_224System76 Thelio Astra AltraSystem76 Thelio Astra0.50451.0091.51352.0182.5225SE +/- 0.014, N = 3SE +/- 0.007, N = 32.2422.220MIN: 2.13 / MAX: 3.86MIN: 2.13 / MAX: 3.811. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: SqueezeNetV1.0System76 Thelio AstraSystem76 Thelio Astra Altra0.99021.98042.97063.96084.951SE +/- 0.029, N = 3SE +/- 0.030, N = 34.4014.394MIN: 4.19 / MAX: 6.49MIN: 4.2 / MAX: 6.391. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: resnet-v2-50System76 Thelio Astra AltraSystem76 Thelio Astra48121620SE +/- 0.35, N = 3SE +/- 0.02, N = 314.3114.11MIN: 13.48 / MAX: 17.96MIN: 13.69 / MAX: 16.421. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: squeezenetv1.1System76 Thelio AstraSystem76 Thelio Astra Altra0.53391.06781.60172.13562.6695SE +/- 0.004, N = 3SE +/- 0.008, N = 32.3732.354MIN: 2.25 / MAX: 3.72MIN: 2.18 / MAX: 5.041. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: mobilenetV3System76 Thelio AstraSystem76 Thelio Astra Altra0.35870.71741.07611.43481.7935SE +/- 0.037, N = 3SE +/- 0.032, N = 31.5941.576MIN: 1.39 / MAX: 2.58MIN: 1.38 / MAX: 2.661. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: nasnetSystem76 Thelio Astra AltraSystem76 Thelio Astra3691215SE +/- 0.021, N = 3SE +/- 0.038, N = 310.0399.989MIN: 9.76 / MAX: 11.23MIN: 9.69 / MAX: 11.071. (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

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: defconfigSystem76 Thelio Astra AltraSystem76 Thelio Astra20406080100SE +/- 1.14, N = 3SE +/- 0.99, N = 483.1082.69
MinAvgMaxSystem76 Thelio Astra27.9140.1210.8System76 Thelio Astra Altra28.3139.8208.0OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra46.060.470.0System76 Thelio Astra Altra46.060.069.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra37.038.740.0System76 Thelio Astra36.037.940.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra Altra28.935.937.9System76 Thelio Astra27.935.737.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8Drive Temperature (nvme0n1) Monitor1122334455

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio AstraSystem76 Thelio Astra Altra612182430SE +/- 0.13, N = 3SE +/- 0.33, N = 323.5624.52MIN: 11.24 / MAX: 24.94MIN: 12.59 / MAX: 26.37
OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio AstraSystem76 Thelio Astra Altra0.02720.05440.08160.10880.1360.1150.121
MinAvgMaxSystem76 Thelio Astra30.8204.5246.7System76 Thelio Astra Altra27.5203.3252.3OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor70140210280350
MinAvgMaxSystem76 Thelio Astra56.073.476.0System76 Thelio Astra Altra54.071.374.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.038.240.0System76 Thelio Astra Altra35.036.638.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283527.85

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio Astra AltraSystem76 Thelio Astra612182430SE +/- 0.34, N = 3SE +/- 0.06, N = 324.2324.29MIN: 11.28 / MAX: 26.16MIN: 11.58 / MAX: 25.7
OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio AstraSystem76 Thelio Astra Altra0.0270.0540.0810.1080.1350.1180.120
MinAvgMaxSystem76 Thelio Astra30.2205.3243.7System76 Thelio Astra Altra29.3201.6243.5OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra53.072.276.0System76 Thelio Astra Altra51.070.474.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra35.036.638.0System76 Thelio Astra36.036.337.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.928.228.9System76 Thelio Astra Altra25.926.126.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor918273645

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Uniform PlasmaSystem76 Thelio AstraSystem76 Thelio Astra Altra918273645SE +/- 0.32, N = 9SE +/- 0.31, N = 338.9738.521. (CXX) g++ options: -O3
MinAvgMaxSystem76 Thelio Astra31.9153.5190.4System76 Thelio Astra Altra27.8152.4186.3OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra52.063.567.0System76 Thelio Astra Altra52.062.665.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.338.0System76 Thelio Astra Altra36.036.137.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra26.928.528.9System76 Thelio Astra Altra25.926.927.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor918273645

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUSystem76 Thelio Astra AltraSystem76 Thelio Astra9001800270036004500SE +/- 13.08, N = 3SE +/- 7.41, N = 34148.634062.31MIN: 3579.88MIN: 3598.841. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread
MinAvgMaxSystem76 Thelio Astra29.3180.0230.5System76 Thelio Astra Altra27.7176.1226.1OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra49.066.773.0System76 Thelio Astra Altra48.065.973.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.038.039.0System76 Thelio Astra35.035.236.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra26.927.427.9System76 Thelio Astra Altra26.927.227.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor918273645

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUSystem76 Thelio Astra AltraSystem76 Thelio Astra246810SE +/- 0.07882, N = 15SE +/- 0.10253, N = 158.638658.00146MIN: 3.44MIN: 3.751. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread
MinAvgMaxSystem76 Thelio Astra30.0112.0205.1System76 Thelio Astra Altra27.2109.5202.2OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra47.055.370.0System76 Thelio Astra Altra47.054.969.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra35.036.238.0System76 Thelio Astra35.035.836.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283527.85

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: Classroom - Compute: CPU-OnlySystem76 Thelio AstraSystem76 Thelio Astra Altra1632486480SE +/- 0.24, N = 3SE +/- 0.16, N = 370.5870.53
MinAvgMaxSystem76 Thelio Astra Altra28.5176.6197.3OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra Altra53.067.270.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra34.035.136.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1020304050
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Fishy Cat - Compute: CPU-OnlySystem76 Thelio Astra AltraSystem76 Thelio Astra1530456075SE +/- 0.27, N = 3SE +/- 0.11, N = 365.0864.48
MinAvgMaxSystem76 Thelio Astra Altra31.5165.0197.0OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra Altra53.065.869.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra34.034.235.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1020304050
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

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 AltraSystem76 Thelio Astra30060090012001500SE +/- 3.59, N = 3SE +/- 10.69, N = 31504.81525.5MIN: 885.6 / MAX: 1512MIN: 901.4 / MAX: 1546.91. (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 AltraSystem76 Thelio Astra4812162014.2114.84
MinAvgMaxSystem76 Thelio Astra Altra31.2105.9135.5System76 Thelio Astra32.1102.8130.8OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Astra52.059.063.0System76 Thelio Astra Altra51.057.961.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325GPU Temperature MonitorSystem76 Thelio Astra Altra91827364538.00
MinAvgMaxSystem76 Thelio Astra28.929.230.9System76 Thelio Astra Altra27.928.128.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor918273645

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 AstraSystem76 Thelio Astra Altra40K80K120K160K200KSE +/- 356.29, N = 3SE +/- 1456.90, N = 31739971746631. (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 AltraSystem76 Thelio Astra80016002400320040003633.233944.82
MinAvgMaxSystem76 Thelio Astra Altra28.848.167.3System76 Thelio Astra27.244.156.2OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra44.045.648.0System76 Thelio Astra44.044.947.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor1428425670
OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7GPU Temperature MonitorSystem76 Thelio Astra Altra91827364538.00
MinAvgMaxSystem76 Thelio Astra28.929.529.9System76 Thelio Astra Altra27.928.128.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor918273645

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 AstraSystem76 Thelio Astra Altra300K600K900K1200K1500KSE +/- 3929.94, N = 3SE +/- 5174.72, N = 3121766712196671. (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 AstraSystem76 Thelio Astra Altra2K4K6K8K10K11155.7911325.02
MinAvgMaxSystem76 Thelio Astra29.1109.2131.1System76 Thelio Astra Altra32.0107.7132.7OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Astra Altra52.058.761.0System76 Thelio Astra52.058.059.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14GPU Temperature MonitorSystem76 Thelio Astra Altra91827364538.00
OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

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 Random Write RandomSystem76 Thelio Astra AltraSystem76 Thelio Astra300K600K900K1200K1500KSE +/- 9460.89, N = 3SE +/- 12803.99, N = 3129217813485991. (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 AltraSystem76 Thelio Astra5K10K15K20K25K22121.1024210.24
MinAvgMaxSystem76 Thelio Astra Altra28.858.481.0System76 Thelio Astra29.455.774.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor20406080100
MinAvgMaxSystem76 Thelio Astra49.051.657.0System76 Thelio Astra Altra47.050.657.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Astra38.038.039.0System76 Thelio Astra Altra36.036.637.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.928.728.9System76 Thelio Astra Altra25.926.827.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor918273645

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio AstraSystem76 Thelio Astra Altra2M4M6M8M10MSE +/- 70965.71, N = 3SE +/- 84686.88, N = 39663143101600821. (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 AstraSystem76 Thelio Astra Altra12K24K36K48K60K52139.0455264.83
MinAvgMaxSystem76 Thelio Astra29.2185.3218.9System76 Thelio Astra Altra28.6183.8219.7OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra55.069.173.0System76 Thelio Astra Altra53.067.372.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.238.0System76 Thelio Astra Altra36.036.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra25.926.927.9System76 Thelio Astra Altra25.925.925.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor918273645

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet QuantSystem76 Thelio AstraSystem76 Thelio Astra Altra30060090012001500SE +/- 14.30, N = 4SE +/- 9.82, N = 31376.461368.65
MinAvgMaxSystem76 Thelio Astra31.0132.4169.9System76 Thelio Astra Altra28.6131.5172.8OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra54.062.064.0System76 Thelio Astra Altra53.060.962.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.238.0System76 Thelio Astra Altra34.035.036.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4System76 Thelio AstraSystem76 Thelio Astra Altra6K12K18K24K30KSE +/- 145.12, N = 3SE +/- 149.53, N = 327987.627845.6
MinAvgMaxSystem76 Thelio Astra30.2164.3199.7System76 Thelio Astra Altra31.7161.5200.9OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra54.067.370.0System76 Thelio Astra Altra52.065.768.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.036.538.0System76 Thelio Astra Altra34.035.136.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2System76 Thelio Astra AltraSystem76 Thelio Astra6K12K18K24K30KSE +/- 184.20, N = 3SE +/- 78.11, N = 329027.728987.6
MinAvgMaxSystem76 Thelio Astra28.5160.5199.8System76 Thelio Astra Altra30.6154.1193.5OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra53.066.068.0System76 Thelio Astra Altra51.064.166.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.036.537.0System76 Thelio Astra Altra34.034.736.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet MobileSystem76 Thelio Astra AltraSystem76 Thelio Astra5K10K15K20K25KSE +/- 247.26, N = 3SE +/- 11.69, N = 325569.725510.3
MinAvgMaxSystem76 Thelio Astra28.1108.9139.8System76 Thelio Astra Altra28.8108.2143.7OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Astra52.057.860.0System76 Thelio Astra Altra51.056.359.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Astra36.037.037.0System76 Thelio Astra Altra35.035.837.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1System76 Thelio AstraSystem76 Thelio Astra Altra6001200180024003000SE +/- 2.79, N = 3SE +/- 17.01, N = 33009.662964.53
MinAvgMaxSystem76 Thelio Astra31.0122.3157.1System76 Thelio Astra Altra28.1119.8162.9OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra54.060.963.0System76 Thelio Astra Altra52.058.760.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.036.937.0System76 Thelio Astra Altra35.035.837.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet FloatSystem76 Thelio Astra AltraSystem76 Thelio Astra400800120016002000SE +/- 12.15, N = 3SE +/- 20.31, N = 31927.051899.80
MinAvgMaxSystem76 Thelio Astra Altra30.1156.5200.7System76 Thelio Astra29.0154.3208.5OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra Altra54.065.167.0System76 Thelio Astra49.063.868.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.038.540.0System76 Thelio Astra Altra34.036.138.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetSystem76 Thelio AstraSystem76 Thelio Astra Altra5001000150020002500SE +/- 21.43, N = 3SE +/- 5.44, N = 32395.262363.30
MinAvgMaxSystem76 Thelio Astra Altra29.2153.1203.1System76 Thelio Astra29.0151.2196.9OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra51.063.967.0System76 Thelio Astra Altra49.061.965.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.038.0System76 Thelio Astra Altra35.036.638.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3System76 Thelio AstraSystem76 Thelio Astra Altra7001400210028003500SE +/- 31.60, N = 3SE +/- 20.38, N = 33373.933372.08
MinAvgMaxSystem76 Thelio Astra Altra28.9141.2186.2System76 Thelio Astra30.6138.0179.6OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra52.063.065.0System76 Thelio Astra Altra50.060.863.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.037.037.0System76 Thelio Astra Altra35.035.937.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283528.85

WarpX

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Plasma AccelerationSystem76 Thelio Astra AltraSystem76 Thelio Astra1122334455SE +/- 0.09, N = 3SE +/- 0.11, N = 347.6547.651. (CXX) g++ options: -O3
MinAvgMaxSystem76 Thelio Astra Altra30.6169.5195.0System76 Thelio Astra32.4169.3197.0OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra51.065.068.0System76 Thelio Astra Altra50.064.768.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.038.0System76 Thelio Astra Altra36.036.137.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra Altra25.926.426.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor816243240

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16System76 Thelio AstraSystem76 Thelio Astra Altra1122334455SE +/- 0.04, N = 3SE +/- 0.02, N = 347.0346.981. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra Altra32.2219.1248.6System76 Thelio Astra30.2217.5248.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra52.073.577.0System76 Thelio Astra Altra52.073.077.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.036.837.0System76 Thelio Astra Altra35.035.636.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra25.926.226.9System76 Thelio Astra Altra24.925.325.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor816243240

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 AstraSystem76 Thelio Astra Altra1.02922.05843.08764.11685.146SE +/- 0.064, N = 3SE +/- 0.013, N = 34.4974.5741. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio AstraSystem76 Thelio Astra Altra0.00540.01080.01620.02160.0270.0240.024
MinAvgMaxSystem76 Thelio Astra Altra28.9192.0236.8System76 Thelio Astra30.0191.2231.1OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2024CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra Altra54.069.974.0System76 Thelio Astra52.069.674.0OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra38.038.039.0System76 Thelio Astra Altra36.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra28.931.134.9System76 Thelio Astra Altra25.927.727.9OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024Drive Temperature (nvme0n1) Monitor1020304050

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPUSystem76 Thelio AstraSystem76 Thelio Astra Altra1.172.343.514.685.85SE +/- 0.13331, N = 15SE +/- 0.12533, N = 155.200165.10825MIN: 1.96MIN: 1.971. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread
MinAvgMaxSystem76 Thelio Astra28.6108.9173.0System76 Thelio Astra Altra28.6106.5165.5OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra49.055.163.0System76 Thelio Astra Altra49.054.663.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra35.036.036.0System76 Thelio Astra Altra35.035.736.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1020304050
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283527.85

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 AltraSystem76 Thelio Astra3K6K9K12K15KSE +/- 169.59, N = 4SE +/- 146.61, N = 1514630141051. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
MinAvgMaxSystem76 Thelio Astra28.998.2150.3System76 Thelio Astra Altra27.396.3142.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Astra44.051.960.0System76 Thelio Astra Altra43.050.158.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Astra37.037.038.0System76 Thelio Astra Altra36.036.036.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra26.927.728.9System76 Thelio Astra Altra26.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPUSystem76 Thelio Astra AltraSystem76 Thelio Astra612182430SE +/- 0.23, N = 7SE +/- 0.04, N = 325.3225.08MIN: 19.77MIN: 20.081. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread
MinAvgMaxSystem76 Thelio Astra27.9113.2215.5System76 Thelio Astra Altra28.5111.9211.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra Altra48.055.665.0System76 Thelio Astra46.055.165.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.037.239.0System76 Thelio Astra36.036.037.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.928.128.9System76 Thelio Astra Altra27.927.927.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor918273645

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 AstraSystem76 Thelio Astra Altra816243240SE +/- 0.35, N = 3SE +/- 0.15, N = 336.0935.82
MinAvgMaxSystem76 Thelio Astra Altra28.0158.1193.4OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra Altra54.065.769.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra35.036.838.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

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: WPA PSKSystem76 Thelio AstraSystem76 Thelio Astra Altra20K40K60K80K100KSE +/- 738.00, N = 3SE +/- 612.62, N = 31095651100611. (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 AltraSystem76 Thelio Astra2004006008001000776.57778.74
MinAvgMaxSystem76 Thelio Astra Altra28.7141.7175.5System76 Thelio Astra31.3140.7174.8OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra50.061.866.0System76 Thelio Astra Altra50.061.765.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.338.0System76 Thelio Astra Altra36.036.737.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra26.927.427.9System76 Thelio Astra Altra26.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor918273645

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSystem76 Thelio Astra AltraSystem76 Thelio Astra20K40K60K80K100KSE +/- 259.62, N = 3SE +/- 94.05, N = 31009401013871. (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 AstraSystem76 Thelio Astra Altra150300450600750675.44676.92

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio Astra AltraSystem76 Thelio Astra20K40K60K80K100KSE +/- 126.74, N = 3SE +/- 264.10, N = 31009721013301. (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 AltraSystem76 Thelio Astra140280420560700663.63667.87
MinAvgMaxSystem76 Thelio Astra Altra30.0152.2183.8System76 Thelio Astra27.6151.7184.7OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra50.062.667.0System76 Thelio Astra Altra50.062.465.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.938.0System76 Thelio Astra Altra37.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.928.228.9System76 Thelio Astra Altra26.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor918273645

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16System76 Thelio AstraSystem76 Thelio Astra Altra612182430SE +/- 0.03, N = 3SE +/- 0.02, N = 326.4826.431. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra27.1203.1250.6System76 Thelio Astra Altra28.6202.1248.4OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra50.070.876.0System76 Thelio Astra Altra50.069.976.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.036.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243026.85

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio AstraSystem76 Thelio Astra Altra400800120016002000SE +/- 3.52, N = 3SE +/- 4.30, N = 31874.171875.141. (CC) gcc options: -ffast-math -O3 -fopenmp -lopenblas
OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio AstraSystem76 Thelio Astra Altra36912159.5939.645
MinAvgMaxSystem76 Thelio Astra26.6195.4246.5System76 Thelio Astra Altra31.7194.4245.3OpenBenchmarking.orgWatts, Fewer Is BetterACES DGEMM 1.0CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra44.064.772.0System76 Thelio Astra Altra44.064.570.0OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.838.0System76 Thelio Astra Altra36.036.837.0OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.929.230.9System76 Thelio Astra Altra26.928.129.9OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0Drive Temperature (nvme0n1) Monitor918273645

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 AltraSystem76 Thelio Astra3K6K9K12K15KSE +/- 72.39, N = 3SE +/- 46.37, N = 313707.113753.31. (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 AltraSystem76 Thelio Astra2040608010080.4680.58
MinAvgMaxSystem76 Thelio Astra30.2170.7218.6System76 Thelio Astra Altra28.7170.4214.6OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra50.064.469.0System76 Thelio Astra Altra49.063.768.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra37.037.138.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra27.928.228.9System76 Thelio Astra Altra26.927.427.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor918273645

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 AstraSystem76 Thelio Astra Altra5K10K15K20K25KSE +/- 10.46, N = 4SE +/- 20.09, N = 424196.224201.41. (CXX) g++ options: -O3 -fopenmp -lmpi_cxx -lmpi
OpenBenchmarking.orgCG Mflops Per Watt, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio AstraSystem76 Thelio Astra Altra50100150200250237.34243.64
MinAvgMaxSystem76 Thelio Astra31.8101.9170.7System76 Thelio Astra Altra28.099.3172.4OpenBenchmarking.orgWatts, Fewer Is BetterminiFE 2.2CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra Altra47.053.459.0System76 Thelio Astra46.052.859.0OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2CPU Temperature Monitor1632486480
MinAvgMaxSystem76 Thelio Astra36.037.037.0System76 Thelio Astra Altra35.035.736.0OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra61218243026.85

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPUSystem76 Thelio Astra AltraSystem76 Thelio Astra1.1112.2223.3334.4445.555SE +/- 0.03469, N = 12SE +/- 0.02318, N = 74.937894.88201MIN: 4.07MIN: 4.041. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread
MinAvgMaxSystem76 Thelio Astra31.6111.2196.1System76 Thelio Astra Altra27.4108.8192.7OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra Altra44.053.665.0System76 Thelio Astra43.052.863.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.036.338.0System76 Thelio Astra36.036.036.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra Altra27.929.029.9System76 Thelio Astra28.928.928.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor918273645

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 AstraSystem76 Thelio Astra Altra600K1200K1800K2400K3000KSE +/- 7741.41, N = 3SE +/- 1584.02, N = 32781173.962793203.071. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec Per Watt, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio AstraSystem76 Thelio Astra Altra6K12K18K24K30K25608.1425825.36
MinAvgMaxSystem76 Thelio Astra28.7108.6169.0System76 Thelio Astra Altra29.8108.2168.4OpenBenchmarking.orgWatts, Fewer Is BetterCoremark 1.0CPU Power Consumption Monitor50100150200250
MinAvgMaxSystem76 Thelio Astra53.059.364.0System76 Thelio Astra Altra52.058.764.0OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra36.037.037.0System76 Thelio Astra Altra35.035.736.0OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUSystem76 Thelio Astra AltraSystem76 Thelio Astra246810SE +/- 0.29556, N = 15SE +/- 0.45769, N = 157.900927.38988MIN: 2.99MIN: 31. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread
MinAvgMaxSystem76 Thelio Astra28.888.0130.5System76 Thelio Astra Altra29.382.5130.3OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor4080120160200
MinAvgMaxSystem76 Thelio Astra Altra48.052.564.0System76 Thelio Astra47.052.364.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra Altra36.036.037.0System76 Thelio Astra36.036.036.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455
OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283527.85

C-Ray

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16System76 Thelio AstraSystem76 Thelio Astra Altra246810SE +/- 0.002, N = 6SE +/- 0.001, N = 66.9046.9021. (CC) gcc options: -lpthread -lm
MinAvgMaxSystem76 Thelio Astra Altra29.5147.4248.5System76 Thelio Astra32.4145.3249.7OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor60120180240300
MinAvgMaxSystem76 Thelio Astra51.063.773.0System76 Thelio Astra Altra51.063.373.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100
MinAvgMaxSystem76 Thelio Astra37.037.038.0System76 Thelio Astra Altra36.036.036.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0GPU Temperature Monitor1122334455
MinAvgMaxSystem76 Thelio Astra26.927.427.9System76 Thelio Astra Altra25.926.626.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor918273645

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsSystem76 Thelio Astra Altra16K32K48K64K80K73720.34

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsiusDrive Temperature (nvme0n1) MonitorPhoronix Test Suite System MonitoringSystem76 Thelio AstraSystem76 Thelio Astra Altra816243240Min: 25.85 / Avg: 30.48 / Max: 38.85Min: 24.85 / Avg: 27.9 / Max: 39.85

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Astra AltraSystem76 Thelio Astra918273645Min: 34 / Avg: 36.77 / Max: 42Min: 34 / Avg: 36.14 / Max: 41

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Astra AltraSystem76 Thelio Astra1530456075Min: 43 / Avg: 61.05 / Max: 77Min: 43 / Avg: 51.78 / Max: 77

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Astra AltraSystem76 Thelio Astra50100150200250Min: 23.78 / Avg: 138.85 / Max: 252.32Min: 23.31 / Avg: 74.86 / Max: 250.59

87 Results Shown

Whisper.cpp:
  ggml-medium.en - 2016 State of the Union
  ggml-small.en - 2016 State of the Union
OpenCV
Timed Node.js Compilation
High Performance Conjugate Gradient
Timed LLVM Compilation
Whisper.cpp
Epoch
Blender
OpenCV
Timed Linux Kernel Compilation
Speedb:
  Read While Writing
  Rand Read
OpenCV
Timed LLVM Compilation
OpenCV
oneDNN
Timed Godot Game Engine Compilation
Numpy Benchmark
XNNPACK:
  QS8MobileNetV2
  FP16MobileNetV3Small
  FP16MobileNetV3Large
  FP16MobileNetV2
  FP16MobileNetV1
  FP32MobileNetV3Small
  FP32MobileNetV3Large
  FP32MobileNetV2
  FP32MobileNetV1
John The Ripper
RocksDB:
  Update Rand
  Rand Read
OpenCV:
  DNN - Deep Neural Network
  Core
Blender
Speedb
Mobile Neural Network:
  inception-v3
  mobilenet-v1-1.0
  MobileNetV2_224
  SqueezeNetV1.0
  resnet-v2-50
  squeezenetv1.1
  mobilenetV3
  nasnet
Timed Linux Kernel Compilation
PyTorch:
  CPU - 512 - ResNet-50
  CPU - 256 - ResNet-50
WarpX
oneDNN:
  Recurrent Neural Network Training - CPU
  IP Shapes 1D - CPU
Blender:
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
srsRAN Project
Speedb
John The Ripper
RocksDB:
  Read Rand Write Rand
  Read While Writing
LiteRT:
  Mobilenet Quant
  Inception V4
  Inception ResNet V2
  NASNet Mobile
  Quantized COCO SSD MobileNet v1
  Mobilenet Float
  SqueezeNet
  DeepLab V3
WarpX
C-Ray
GROMACS
oneDNN
OpenCV
oneDNN
Blender
John The Ripper:
  WPA PSK
  bcrypt
  Blowfish
C-Ray
ACES DGEMM
srsRAN Project
miniFE
oneDNN
Coremark
oneDNN
C-Ray
Meta Performance Per Watts:
  Performance Per Watts
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring

System76 Thelio Astra

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 17 October 2024 12:54 by user system76.

System76 Thelio Astra Altra

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.