Ampere Altra System76 Thelio Astra

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System76 Thelio Astra
October 17
  12 Hours, 15 Minutes
System76 Thelio Astra Altra
October 18
  13 Hours, 18 Minutes
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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 Astrapytorch: CPU - 256 - ResNet-50pytorch: CPU - 512 - ResNet-50minife: Smallmt-dgemm: Sustained Floating-Point Ratehpcg: 104 104 104 - 60coremark: CoreMark Size 666 - Iterations Per Secondsrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PDSCH Processor Benchmark, Throughput Totalgromacs: MPI CPU - water_GMX50_barespeedb: Rand Readspeedb: Read While Writingspeedb: Read Rand Write Randspeedb: Update Randrocksdb: Rand Readrocksdb: Read While Writingrocksdb: Read Rand Write Randrocksdb: Update Randjohn-the-ripper: MD5john-the-ripper: Blowfishjohn-the-ripper: HMAC-SHA512john-the-ripper: bcryptjohn-the-ripper: WPA PSKnumpy: litert: Mobilenet Floatlitert: Mobilenet Quantlitert: NASNet Mobilelitert: SqueezeNetlitert: Inception ResNet V2litert: Inception V4litert: Quantized COCO SSD MobileNet v1litert: DeepLab V3onednn: Convolution Batch Shapes Auto - CPUonednn: Deconvolution Batch shapes_1d - CPUonednn: Deconvolution Batch shapes_3d - CPUonednn: IP Shapes 1D - CPUonednn: IP Shapes 3D - CPUonednn: Recurrent Neural Network Training - CPUonednn: Recurrent Neural Network Inference - CPUmnn: nasnetmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3opencv: DNN - Deep Neural Networkopencv: Features 2Dopencv: Object Detectionopencv: Coreopencv: Image Processingopencv: Stitchingopencv: Videobuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-nodejs: Time To Compilewhisper-cpp: ggml-base.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionwhisper-cpp: ggml-medium.en - 2016 State of the Unionblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyblender: Barbershop - CPU-Onlyc-ray: 1080p - 16c-ray: 4K - 16c-ray: 5K - 16warpx: Plasma Accelerationwarpx: Uniform Plasmaepoch: Conexnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2System76 Thelio AstraSystem76 Thelio Astra Altra24.2923.5624196.21874.16889721.42522781173.9600941525.513753.34.49747496701510442132118753917399749206035796631431348599213856121766710133068362667101387109565363.531899.801376.4625510.32395.2628987.627987.63009.663373.934.8820125.07627.389888.001465.200164062.313125.379.9891.5942.37314.1064.4012.2201.97619.17358880912709903313046420685824983414105260.084416.476228.30882.692318.307510.137398.21058550.793151111.5806236.0970.5864.48140.33357.646.90426.48047.03447.6452865038.96806852346.8419352594428926891179210332682381222724.2324.5224201.41875.13607721.41872793203.0670521504.813707.14.574463900465134572211160227174663474156895101600821292178217352121966710097268879333100940110061366.851927.051368.6525569.72363.3029027.727845.62964.533372.084.9378925.32257.900928.638655.108254148.633215.5210.0391.5762.35414.3104.3942.2421.94219.369602928933310103612849321037124784914630257.869415.578229.78383.098318.032511.051405.39651564.899791056.7824035.8270.5365.08140.21357.056.90226.42746.97547.6534204938.51536585194326104108270512212093330424602311OpenBenchmarking.org

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

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

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

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

PyTorch

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

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

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, 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

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

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

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

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

srsRAN Project

OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalSystem76 Thelio Astra AltraSystem76 Thelio Astra2040608010080.4680.58

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, 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

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

Speedb

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio AstraSystem76 Thelio Astra Altra20K40K60K80K100K66436.6684315.31

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, 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, 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, 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

RocksDB

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio AstraSystem76 Thelio Astra Altra500K1000K1500K2000K2500K2255821.462278620.28

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio AstraSystem76 Thelio Astra Altra12K24K36K48K60K52139.0455264.83

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio Astra AltraSystem76 Thelio Astra5K10K15K20K25K22121.1024210.24

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio AstraSystem76 Thelio Astra Altra100020003000400050004392.964527.59

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, 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, 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, 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

Meta Performance Per Watts

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

John The Ripper

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio Astra AltraSystem76 Thelio Astra2004006008001000776.57778.74

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, 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, 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, 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, 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

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkSystem76 Thelio AstraSystem76 Thelio Astra Altra2468107.6947.791

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkSystem76 Thelio AstraSystem76 Thelio Astra Altra80160240320400SE +/- 2.61, N = 3SE +/- 1.54, N = 3363.53366.85

Timed LLVM Compilation

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

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

Timed Godot Game Engine Compilation

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

Timed Linux Kernel Compilation

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

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

Timed Node.js Compilation

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

XNNPACK

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

oneDNN

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

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

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

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

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

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

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

Whisper.cpp

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

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

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

LiteRT

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

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

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

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

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

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

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

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

Blender

MinAvgMaxSystem76 Thelio Astra51.064.770.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderCPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra38.039.241.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderGPU Temperature Monitor1122334455

MinAvgMaxSystem76 Thelio Astra28.929.329.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderDrive Temperature (nvme0n1) Monitor918273645

MinAvgMaxSystem76 Thelio Astra54.068.772.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderCPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra36.036.737.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderGPU Temperature Monitor1122334455

MinAvgMaxSystem76 Thelio Astra27.928.428.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderDrive Temperature (nvme0n1) Monitor918273645

MinAvgMaxSystem76 Thelio Astra55.067.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderCPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra36.036.237.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderGPU Temperature Monitor1122334455

OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderDrive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283527.85

MinAvgMaxSystem76 Thelio Astra54.069.973.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderCPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra36.036.137.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderGPU Temperature Monitor1122334455

OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderDrive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283527.85

MinAvgMaxSystem76 Thelio Astra55.071.674.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderCPU Temperature Monitor20406080100

MinAvgMaxSystem76 Thelio Astra36.036.337.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderGPU Temperature Monitor1122334455

OpenBenchmarking.orgCelsius, Fewer Is BetterBlenderDrive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283527.85

Mobile Neural Network

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

C-Ray

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

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

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

WarpX

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

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

Epoch

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

OpenCV

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

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

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

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

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

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

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

Blender

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

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

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

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

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

LiteRT

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

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

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetSystem76 Thelio AstraSystem76 Thelio Astra Altra5001000150020002500SE +/- 21.43, N = 3SE +/- 5.44, N = 32395.262363.30

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

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

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

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

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

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

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

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

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

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

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

Mobile Neural Network

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

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: 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: 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: SqueezeNetV1.0System76 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: 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: 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: 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

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

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

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

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

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.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

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

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

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

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

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

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

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

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

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.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

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

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

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

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

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

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

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

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

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

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

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

Epoch3D Deck: Cone

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

XNNPACK

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

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: 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: 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: 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: 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: 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: 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: QS8MobileNetV2System76 Thelio Astra AltraSystem76 Thelio Astra5001000150020002500SE +/- 61.16, N = 3SE +/- 11.10, N = 3231122271. (CXX) g++ options: -O3 -lrt -lm

244 Results Shown

CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Celsius
    Celsius
    Watts
  CPU - 256 - ResNet-50:
    batches/sec Per Watt
  CPU - 512 - ResNet-50:
    batches/sec Per Watt
PyTorch:
  CPU - 256 - ResNet-50
  CPU - 512 - ResNet-50
miniFE
ACES DGEMM
High Performance Conjugate Gradient
Coremark
srsRAN Project
srsRAN Project:
  PUSCH Processor Benchmark, Throughput Total
  PDSCH Processor Benchmark, Throughput Total
GROMACS
Speedb
Speedb:
  Rand Read
  Read While Writing
  Read Rand Write Rand
  Update Rand
RocksDB:
  Rand Read
  Read While Writing
  Read Rand Write Rand
  Update Rand
RocksDB:
  Rand Read
  Read While Writing
  Read Rand Write Rand
  Update Rand
Meta Performance Per Watts:
  Performance Per Watts
  WPA PSK
John The Ripper:
  MD5
  Blowfish
  HMAC-SHA512
  bcrypt
  WPA PSK
Numpy Benchmark
Numpy Benchmark
Timed LLVM Compilation:
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
  CPU Temp Monitor
  GPU Temp Monitor
  Drive Temp (nvme0n1) Monitor
LiteRT:
  Mobilenet Float
  Mobilenet Quant
  NASNet Mobile
  SqueezeNet
  Inception ResNet V2
  Inception V4
  Quantized COCO SSD MobileNet v1
  DeepLab V3
oneDNN:
  Convolution Batch Shapes Auto - CPU
  Deconvolution Batch shapes_1d - CPU
  Deconvolution Batch shapes_3d - CPU
  IP Shapes 1D - CPU
  IP Shapes 3D - CPU
  Recurrent Neural Network Training - CPU
  Recurrent Neural Network Inference - CPU
Mobile Neural Network:
  nasnet
  mobilenetV3
  squeezenetv1.1
  resnet-v2-50
  SqueezeNetV1.0
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
OpenCV:
  DNN - Deep Neural Network
  Features 2D
  Object Detection
  Core
  Image Processing
  Stitching
  Video
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed Node.js Compilation
Whisper.cpp:
  ggml-base.en - 2016 State of the Union
  ggml-small.en - 2016 State of the Union
  ggml-medium.en - 2016 State of the Union
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Pabellon Barcelona - CPU-Only
  Barbershop - CPU-Only
C-Ray:
  1080p - 16
  4K - 16
  5K - 16
WarpX:
  Plasma Acceleration
  Uniform Plasma
Epoch
XNNPACK:
  FP32MobileNetV1
  FP32MobileNetV2
  FP32MobileNetV3Large
  FP32MobileNetV3Small
  FP16MobileNetV1
  FP16MobileNetV2
  FP16MobileNetV3Large
  FP16MobileNetV3Small
  QS8MobileNetV2