Ampere Altra System76 Thelio Astra

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2410198-NE-AMPEREALT58&grs&sor.

Ampere Altra System76 Thelio AstraProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionSystem76 Thelio AstraSystem76 Thelio Astra AltraARMv8 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 13.2.0ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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 Details- Scaling Governor: cppc_cpufreq schedutil (Boost: Disabled)OpenCL Details- GPU Compute Cores: 768Python Details- Python 3.12.3Security Details- 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

Ampere Altra System76 Thelio Astraonednn: IP Shapes 1D - CPUrocksdb: Read While Writingxnnpack: FP32MobileNetV3Largerocksdb: Read Rand Write Randpytorch: CPU - 512 - ResNet-50rocksdb: Rand Readxnnpack: QS8MobileNetV2opencv: Videoxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV3Smallonednn: Recurrent Neural Network Inference - CPUspeedb: Rand Readspeedb: Read Rand Write Randonednn: Recurrent Neural Network Training - CPUopencv: Object Detectionwhisper-cpp: ggml-base.en - 2016 State of the Unionmnn: mobilenet-v1-1.0gromacs: MPI CPU - water_GMX50_bareopencv: Image Processingrocksdb: Update Randopencv: Corelitert: Quantized COCO SSD MobileNet v1mnn: resnet-v2-50litert: Mobilenet Floatsrsran: PUSCH Processor Benchmark, Throughput Totallitert: SqueezeNetwarpx: Uniform Plasmaonednn: Convolution Batch Shapes Auto - CPUmnn: mobilenetV3xnnpack: FP16MobileNetV3Largemnn: inception-v3mnn: MobileNetV2_224onednn: Deconvolution Batch shapes_1d - CPUblender: Fishy Cat - CPU-Onlynumpy: build-llvm: Ninjamnn: squeezenetv1.1opencv: Stitchingjohn-the-ripper: HMAC-SHA512blender: BMW27 - CPU-Onlybuild-godot: Time To Compilexnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Smalllitert: Mobilenet Quantlitert: Inception V4mnn: nasnetbuild-linux-kernel: defconfigxnnpack: FP16MobileNetV2john-the-ripper: WPA PSKjohn-the-ripper: bcryptcoremark: CoreMark Size 666 - Iterations Per Secondxnnpack: FP32MobileNetV1speedb: Update Randjohn-the-ripper: Blowfishsrsran: PDSCH Processor Benchmark, Throughput Totalpytorch: CPU - 256 - ResNet-50litert: NASNet Mobilebuild-llvm: Unix Makefilesc-ray: 4K - 16build-nodejs: Time To Compileblender: Barbershop - CPU-Onlyjohn-the-ripper: MD5mnn: SqueezeNetV1.0litert: Inception ResNet V2c-ray: 5K - 16build-linux-kernel: allmodconfigblender: Pabellon Barcelona - CPU-Onlyblender: Classroom - CPU-Onlylitert: DeepLab V3mt-dgemm: Sustained Floating-Point Ratehpcg: 104 104 104 - 60c-ray: 1080p - 16minife: Smallwarpx: Plasma Accelerationepoch: Coneopencv: Features 2Dopencv: DNN - Deep Neural Networkspeedb: Read While Writingwhisper-cpp: ggml-medium.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Uniononednn: IP Shapes 3D - CPUonednn: Deconvolution Batch shapes_3d - CPUSystem76 Thelio AstraSystem76 Thelio Astra Altra8.0014696631434289134859923.56492060357222714105117923813125.3747496701511875394062.3199033398.210581.9764.4972068582138561304643009.6614.1061899.801525.52395.2638.968068524.882011.594326819.1732.22025.076264.48363.53260.0842.3732498346836266736.09228.308259426891376.4627987.69.98982.69221031095651013872781173.960094193517399710133013753.324.2925510.3416.47626.480510.137357.6412176674.40128987.647.034318.307140.3370.583373.931874.16889721.42526.90424196.247.64528650346.849127058880104421321111.58062550.793155.200167.389888.63865101600824108129217824.52474156895231114630122124603215.5246390046511602274148.63101036405.396511.9424.5742103712173521284932964.5314.3101927.051504.82363.3038.515365854.937891.576330419.3692.24225.322565.08366.85257.8692.3542478496887933335.82229.783261027051368.6527845.610.03983.09820931100611009402793203.067052194317466310097213707.124.2325569.7415.57826.427511.051357.0512196674.39429027.746.975318.032140.2170.533372.081875.13607721.41876.90224201.447.653420498933360292134572211056.78240564.899795.108257.90092OpenBenchmarking.org

oneDNN

Harness: IP Shapes 1D - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUSystem76 Thelio AstraSystem76 Thelio Astra Altra246810SE +/- 0.10253, N = 15SE +/- 0.07882, N = 158.001468.63865MIN: 3.75MIN: 3.441. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio Astra AltraSystem76 Thelio Astra2M4M6M8M10MSE +/- 84686.88, N = 3SE +/- 70965.71, N = 31016008296631431. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

XNNPACK

Model: FP32MobileNetV3Large

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3LargeSystem76 Thelio Astra AltraSystem76 Thelio Astra9001800270036004500SE +/- 73.96, N = 3SE +/- 50.89, N = 3410842891. (CXX) g++ options: -O3 -lrt -lm

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio AstraSystem76 Thelio Astra Altra300K600K900K1200K1500KSE +/- 12803.99, N = 3SE +/- 9460.89, N = 3134859912921781. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

PyTorch

Device: CPU - Batch Size: 512 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio Astra AltraSystem76 Thelio Astra612182430SE +/- 0.33, N = 3SE +/- 0.13, N = 324.5223.56MIN: 12.59 / MAX: 26.37MIN: 11.24 / MAX: 24.94

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio AstraSystem76 Thelio Astra Altra110M220M330M440M550MSE +/- 3764966.49, N = 15SE +/- 6329660.21, N = 34920603574741568951. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

XNNPACK

Model: QS8MobileNetV2

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2System76 Thelio AstraSystem76 Thelio Astra Altra5001000150020002500SE +/- 11.10, N = 3SE +/- 61.16, N = 3222723111. (CXX) g++ options: -O3 -lrt -lm

OpenCV

Test: Video

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: VideoSystem76 Thelio AstraSystem76 Thelio Astra Altra3K6K9K12K15KSE +/- 146.61, N = 15SE +/- 169.59, N = 414105146301. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

XNNPACK

Model: FP16MobileNetV1

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1System76 Thelio AstraSystem76 Thelio Astra Altra30060090012001500SE +/- 24.09, N = 3SE +/- 23.78, N = 3117912211. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP16MobileNetV3Small

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3SmallSystem76 Thelio AstraSystem76 Thelio Astra Altra5001000150020002500SE +/- 34.36, N = 3SE +/- 73.70, N = 3238124601. (CXX) g++ options: -O3 -lrt -lm

oneDNN

Harness: Recurrent Neural Network Inference - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPUSystem76 Thelio AstraSystem76 Thelio Astra Altra7001400210028003500SE +/- 21.23, N = 15SE +/- 30.66, N = 33125.373215.52MIN: 2673.31MIN: 2717.061. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread

Speedb

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio AstraSystem76 Thelio Astra Altra100M200M300M400M500MSE +/- 4696121.03, N = 15SE +/- 4679221.79, N = 154749670154639004651. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Speedb

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio AstraSystem76 Thelio Astra Altra300K600K900K1200K1500KSE +/- 8893.20, N = 11SE +/- 7547.70, N = 3118753911602271. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

oneDNN

Harness: Recurrent Neural Network Training - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUSystem76 Thelio AstraSystem76 Thelio Astra Altra9001800270036004500SE +/- 7.41, N = 3SE +/- 13.08, N = 34062.314148.63MIN: 3598.84MIN: 3579.881. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread

OpenCV

Test: Object Detection

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Object DetectionSystem76 Thelio AstraSystem76 Thelio Astra Altra20K40K60K80K100KSE +/- 865.84, N = 7SE +/- 793.40, N = 9990331010361. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

Whisper.cpp

Model: ggml-base.en - Input: 2016 State of the Union

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-base.en - Input: 2016 State of the UnionSystem76 Thelio AstraSystem76 Thelio Astra Altra90180270360450SE +/- 2.93, N = 3SE +/- 1.58, N = 3398.21405.401. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -mcpu=native

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: mobilenet-v1-1.0System76 Thelio Astra AltraSystem76 Thelio Astra0.44460.88921.33381.77842.223SE +/- 0.005, N = 3SE +/- 0.011, N = 31.9421.976MIN: 1.79 / MAX: 3.63MIN: 1.86 / MAX: 3.511. (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

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio Astra AltraSystem76 Thelio Astra1.02922.05843.08764.11685.146SE +/- 0.013, N = 3SE +/- 0.064, N = 34.5744.4971. (CXX) g++ options: -O3 -lm

OpenCV

Test: Image Processing

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Image ProcessingSystem76 Thelio AstraSystem76 Thelio Astra Altra50K100K150K200K250KSE +/- 2984.28, N = 3SE +/- 1895.00, N = 122068582103711. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio Astra AltraSystem76 Thelio Astra50K100K150K200K250KSE +/- 1778.60, N = 3SE +/- 1913.79, N = 152173522138561. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenCV

Test: Core

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: CoreSystem76 Thelio Astra AltraSystem76 Thelio Astra30K60K90K120K150KSE +/- 482.28, N = 3SE +/- 1455.59, N = 41284931304641. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

LiteRT

Model: Quantized COCO SSD MobileNet v1

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1System76 Thelio Astra AltraSystem76 Thelio Astra6001200180024003000SE +/- 17.01, N = 3SE +/- 2.79, N = 32964.533009.66

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: resnet-v2-50System76 Thelio AstraSystem76 Thelio Astra Altra48121620SE +/- 0.02, N = 3SE +/- 0.35, N = 314.1114.31MIN: 13.69 / MAX: 16.42MIN: 13.48 / MAX: 17.961. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

LiteRT

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet FloatSystem76 Thelio AstraSystem76 Thelio Astra Altra400800120016002000SE +/- 20.31, N = 3SE +/- 12.15, N = 31899.801927.05

srsRAN Project

Test: PUSCH Processor Benchmark, Throughput Total

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalSystem76 Thelio AstraSystem76 Thelio Astra Altra30060090012001500SE +/- 10.69, N = 3SE +/- 3.59, N = 31525.51504.8MIN: 901.4 / MAX: 1546.9MIN: 885.6 / MAX: 15121. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl

LiteRT

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetSystem76 Thelio Astra AltraSystem76 Thelio Astra5001000150020002500SE +/- 5.44, N = 3SE +/- 21.43, N = 32363.302395.26

WarpX

Input: Uniform Plasma

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Uniform PlasmaSystem76 Thelio Astra AltraSystem76 Thelio Astra918273645SE +/- 0.31, N = 3SE +/- 0.32, N = 938.5238.971. (CXX) g++ options: -O3

oneDNN

Harness: Convolution Batch Shapes Auto - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPUSystem76 Thelio AstraSystem76 Thelio Astra Altra1.1112.2223.3334.4445.555SE +/- 0.02318, N = 7SE +/- 0.03469, N = 124.882014.93789MIN: 4.04MIN: 4.071. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: mobilenetV3System76 Thelio Astra AltraSystem76 Thelio Astra0.35870.71741.07611.43481.7935SE +/- 0.032, N = 3SE +/- 0.037, N = 31.5761.594MIN: 1.38 / MAX: 2.66MIN: 1.39 / MAX: 2.581. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

XNNPACK

Model: FP16MobileNetV3Large

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3LargeSystem76 Thelio AstraSystem76 Thelio Astra Altra7001400210028003500SE +/- 6.39, N = 3SE +/- 55.56, N = 3326833041. (CXX) g++ options: -O3 -lrt -lm

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: inception-v3System76 Thelio AstraSystem76 Thelio Astra Altra510152025SE +/- 0.05, N = 3SE +/- 0.03, N = 319.1719.37MIN: 18.67 / MAX: 21.51MIN: 18.94 / MAX: 21.811. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: MobileNetV2_224System76 Thelio AstraSystem76 Thelio Astra Altra0.50451.0091.51352.0182.5225SE +/- 0.007, N = 3SE +/- 0.014, N = 32.2202.242MIN: 2.13 / MAX: 3.81MIN: 2.13 / MAX: 3.861. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPUSystem76 Thelio AstraSystem76 Thelio Astra Altra612182430SE +/- 0.04, N = 3SE +/- 0.23, N = 725.0825.32MIN: 20.08MIN: 19.771. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Fishy Cat - Compute: CPU-OnlySystem76 Thelio AstraSystem76 Thelio Astra Altra1530456075SE +/- 0.11, N = 3SE +/- 0.27, N = 364.4865.08

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkSystem76 Thelio Astra AltraSystem76 Thelio Astra80160240320400SE +/- 1.54, N = 3SE +/- 2.61, N = 3366.85363.53

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaSystem76 Thelio Astra AltraSystem76 Thelio Astra60120180240300SE +/- 0.98, N = 3SE +/- 1.59, N = 3257.87260.08

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: squeezenetv1.1System76 Thelio Astra AltraSystem76 Thelio Astra0.53391.06781.60172.13562.6695SE +/- 0.008, N = 3SE +/- 0.004, N = 32.3542.373MIN: 2.18 / MAX: 5.04MIN: 2.25 / MAX: 3.721. (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

Test: Stitching

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: StitchingSystem76 Thelio Astra AltraSystem76 Thelio Astra50K100K150K200K250KSE +/- 1011.33, N = 3SE +/- 2453.89, N = 32478492498341. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

John The Ripper

Test: HMAC-SHA512

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512System76 Thelio Astra AltraSystem76 Thelio Astra15M30M45M60M75MSE +/- 457404.76, N = 3SE +/- 967418.00, N = 1568879333683626671. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: BMW27 - Compute: CPU-OnlySystem76 Thelio Astra AltraSystem76 Thelio Astra816243240SE +/- 0.15, N = 3SE +/- 0.35, N = 335.8236.09

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileSystem76 Thelio AstraSystem76 Thelio Astra Altra50100150200250SE +/- 0.16, N = 3SE +/- 0.85, N = 3228.31229.78

XNNPACK

Model: FP32MobileNetV2

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV2System76 Thelio AstraSystem76 Thelio Astra Altra6001200180024003000SE +/- 22.61, N = 3SE +/- 26.06, N = 3259426101. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP32MobileNetV3Small

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3SmallSystem76 Thelio AstraSystem76 Thelio Astra Altra6001200180024003000SE +/- 47.96, N = 3SE +/- 12.91, N = 3268927051. (CXX) g++ options: -O3 -lrt -lm

LiteRT

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet QuantSystem76 Thelio Astra AltraSystem76 Thelio Astra30060090012001500SE +/- 9.82, N = 3SE +/- 14.30, N = 41368.651376.46

LiteRT

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4System76 Thelio Astra AltraSystem76 Thelio Astra6K12K18K24K30KSE +/- 149.53, N = 3SE +/- 145.12, N = 327845.627987.6

Mobile Neural Network

Model: nasnet

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: nasnetSystem76 Thelio AstraSystem76 Thelio Astra Altra3691215SE +/- 0.038, N = 3SE +/- 0.021, N = 39.98910.039MIN: 9.69 / MAX: 11.07MIN: 9.76 / MAX: 11.231. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: defconfigSystem76 Thelio AstraSystem76 Thelio Astra Altra20406080100SE +/- 0.99, N = 4SE +/- 1.14, N = 382.6983.10

XNNPACK

Model: FP16MobileNetV2

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV2System76 Thelio Astra AltraSystem76 Thelio Astra5001000150020002500SE +/- 28.10, N = 3SE +/- 43.27, N = 3209321031. (CXX) g++ options: -O3 -lrt -lm

John The Ripper

Test: WPA PSK

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio Astra AltraSystem76 Thelio Astra20K40K60K80K100KSE +/- 612.62, N = 3SE +/- 738.00, N = 31100611095651. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

John The Ripper

Test: bcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSystem76 Thelio AstraSystem76 Thelio Astra Altra20K40K60K80K100KSE +/- 94.05, N = 3SE +/- 259.62, N = 31013871009401. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Astra AltraSystem76 Thelio Astra600K1200K1800K2400K3000KSE +/- 1584.02, N = 3SE +/- 7741.41, N = 32793203.072781173.961. (CC) gcc options: -O2 -lrt" -lrt

XNNPACK

Model: FP32MobileNetV1

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV1System76 Thelio AstraSystem76 Thelio Astra Altra400800120016002000SE +/- 22.19, N = 3SE +/- 18.36, N = 3193519431. (CXX) g++ options: -O3 -lrt -lm

Speedb

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Update RandomSystem76 Thelio Astra AltraSystem76 Thelio Astra40K80K120K160K200KSE +/- 1456.90, N = 3SE +/- 356.29, N = 31746631739971. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio AstraSystem76 Thelio Astra Altra20K40K60K80K100KSE +/- 264.10, N = 3SE +/- 126.74, N = 31013301009721. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

srsRAN Project

Test: PDSCH Processor Benchmark, Throughput Total

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalSystem76 Thelio AstraSystem76 Thelio Astra Altra3K6K9K12K15KSE +/- 46.37, N = 3SE +/- 72.39, N = 313753.313707.11. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl

PyTorch

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio AstraSystem76 Thelio Astra Altra612182430SE +/- 0.06, N = 3SE +/- 0.34, N = 324.2924.23MIN: 11.58 / MAX: 25.7MIN: 11.28 / MAX: 26.16

LiteRT

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet MobileSystem76 Thelio AstraSystem76 Thelio Astra Altra5K10K15K20K25KSE +/- 11.69, N = 3SE +/- 247.26, N = 325510.325569.7

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix MakefilesSystem76 Thelio Astra AltraSystem76 Thelio Astra90180270360450SE +/- 0.62, N = 3SE +/- 1.95, N = 3415.58416.48

C-Ray

Resolution: 4K - Rays Per Pixel: 16

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16System76 Thelio Astra AltraSystem76 Thelio Astra612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 326.4326.481. (CC) gcc options: -lpthread -lm

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 21.7.2Time To CompileSystem76 Thelio AstraSystem76 Thelio Astra Altra110220330440550SE +/- 0.54, N = 3SE +/- 1.15, N = 3510.14511.05

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Barbershop - Compute: CPU-OnlySystem76 Thelio Astra AltraSystem76 Thelio Astra80160240320400SE +/- 0.30, N = 3SE +/- 0.51, N = 3357.05357.64

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD5System76 Thelio Astra AltraSystem76 Thelio Astra300K600K900K1200K1500KSE +/- 5174.72, N = 3SE +/- 3929.94, N = 3121966712176671. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: SqueezeNetV1.0System76 Thelio Astra AltraSystem76 Thelio Astra0.99021.98042.97063.96084.951SE +/- 0.030, N = 3SE +/- 0.029, N = 34.3944.401MIN: 4.2 / MAX: 6.39MIN: 4.19 / MAX: 6.491. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

LiteRT

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2System76 Thelio AstraSystem76 Thelio Astra Altra6K12K18K24K30KSE +/- 78.11, N = 3SE +/- 184.20, N = 328987.629027.7

C-Ray

Resolution: 5K - Rays Per Pixel: 16

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16System76 Thelio Astra AltraSystem76 Thelio Astra1122334455SE +/- 0.02, N = 3SE +/- 0.04, N = 346.9847.031. (CC) gcc options: -lpthread -lm

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: allmodconfigSystem76 Thelio Astra AltraSystem76 Thelio Astra70140210280350SE +/- 1.44, N = 3SE +/- 1.44, N = 3318.03318.31

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Pabellon Barcelona - Compute: CPU-OnlySystem76 Thelio Astra AltraSystem76 Thelio Astra306090120150SE +/- 0.36, N = 3SE +/- 0.75, N = 3140.21140.33

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Classroom - Compute: CPU-OnlySystem76 Thelio Astra AltraSystem76 Thelio Astra1632486480SE +/- 0.16, N = 3SE +/- 0.24, N = 370.5370.58

LiteRT

Model: DeepLab V3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3System76 Thelio Astra AltraSystem76 Thelio Astra7001400210028003500SE +/- 20.38, N = 3SE +/- 31.60, N = 33372.083373.93

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Astra AltraSystem76 Thelio Astra400800120016002000SE +/- 4.30, N = 3SE +/- 3.52, N = 31875.141874.171. (CC) gcc options: -ffast-math -O3 -fopenmp -lopenblas

High Performance Conjugate Gradient

X Y Z: 104 104 104 - RT: 60

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60System76 Thelio AstraSystem76 Thelio Astra Altra510152025SE +/- 0.01, N = 3SE +/- 0.00, N = 321.4321.421. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

C-Ray

Resolution: 1080p - Rays Per Pixel: 16

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16System76 Thelio Astra AltraSystem76 Thelio Astra246810SE +/- 0.001, N = 6SE +/- 0.002, N = 66.9026.9041. (CC) gcc options: -lpthread -lm

miniFE

Problem Size: Small

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Astra AltraSystem76 Thelio Astra5K10K15K20K25KSE +/- 20.09, N = 4SE +/- 10.46, N = 424201.424196.21. (CXX) g++ options: -O3 -fopenmp -lmpi_cxx -lmpi

WarpX

Input: Plasma Acceleration

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Plasma AccelerationSystem76 Thelio AstraSystem76 Thelio Astra Altra1122334455SE +/- 0.11, N = 3SE +/- 0.09, N = 347.6547.651. (CXX) g++ options: -O3

Meta Performance Per Watts

Performance Per Watts

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

Epoch

Epoch3D Deck: Cone

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

Blender

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

Blender

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.034.136.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1020304050

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra53.069.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.4191.7205.7OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor60120180240300

Blender

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

Blender

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.034.236.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1020304050

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra52.068.070.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra29.0182.2196.5OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor50100150200250

Blender

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

Blender

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.034.235.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1020304050

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra53.065.869.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra31.5165.0197.0OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor50100150200250

Blender

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

Blender

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.035.136.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1020304050

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra53.067.270.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.5176.6197.3OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor50100150200250

Blender

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243025.85

Blender

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.036.838.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2GPU Temperature Monitor1122334455

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra54.065.769.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.0158.1193.4OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor50100150200250

Drive Temperature (nvme0n1) Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusDrive Temperature (nvme0n1) MonitorPhoronix Test Suite System MonitoringSystem76 Thelio Astra AltraSystem76 Thelio Astra816243240Min: 24.85 / Avg: 27.9 / Max: 39.85Min: 25.85 / Avg: 30.48 / Max: 38.85

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringSystem76 Thelio AstraSystem76 Thelio Astra Altra918273645Min: 34 / Avg: 36.14 / Max: 41Min: 34 / Avg: 36.77 / Max: 42

CPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringSystem76 Thelio AstraSystem76 Thelio Astra Altra1530456075Min: 43 / Avg: 51.78 / Max: 77Min: 43 / Avg: 61.05 / Max: 77

CPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringSystem76 Thelio AstraSystem76 Thelio Astra Altra50100150200250Min: 23.31 / Avg: 74.86 / Max: 250.59Min: 23.78 / Avg: 138.85 / Max: 252.32

OpenCV

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra26.927.728.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

OpenCV

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra37.037.038.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra43.050.158.0System76 Thelio Astra44.051.960.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.396.3142.7System76 Thelio Astra28.998.2150.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor4080120160200

OpenCV

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra26.927.527.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

OpenCV

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.037.0System76 Thelio Astra37.037.039.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra43.044.947.0System76 Thelio Astra43.045.047.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1428425670

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.753.675.3System76 Thelio Astra27.654.071.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor20406080100

OpenCV

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra612182430Min: 26.85 / Avg: 26.89 / Max: 27.85Min: 26.85 / Avg: 27.64 / Max: 27.85

OpenCV

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra816243240Min: 36 / Avg: 36.01 / Max: 37Min: 37 / Avg: 37 / Max: 37

OpenCV

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra1224364860Min: 44 / Avg: 47.76 / Max: 59Min: 44 / Avg: 48.01 / Max: 58

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra27.072.2160.6System76 Thelio Astra Altra29.173.5174.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor50100150200250

OpenCV

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra26.927.528.9System76 Thelio Astra27.928.228.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

OpenCV

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.437.0System76 Thelio Astra37.037.338.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra44.045.858.0System76 Thelio Astra Altra44.046.457.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.355.7183.0System76 Thelio Astra29.057.0187.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor50100150200250

OpenCV

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra26.928.829.9System76 Thelio Astra27.928.829.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor918273645

OpenCV

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.037.037.0System76 Thelio Astra37.037.638.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra43.044.850.0System76 Thelio Astra43.045.049.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1428425670

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.243.869.8System76 Thelio Astra26.344.171.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor20406080100

OpenCV

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283526.85

OpenCV

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.737.0System76 Thelio Astra37.037.838.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature Monitor1122334455

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra44.047.659.0System76 Thelio Astra45.048.360.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.767.4101.6System76 Thelio Astra26.567.899.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor20406080100

OpenCV

Test: Features 2D

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Features 2DSystem76 Thelio Astra AltraSystem76 Thelio Astra20K40K60K80K100KSE +/- 2087.36, N = 12SE +/- 1679.80, N = 1289333912701. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

OpenCV

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283526.85

OpenCV

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7GPU Temperature MonitorSystem76 Thelio Astra91827364537.00

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra49.056.469.0System76 Thelio Astra49.056.970.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra30.8103.9176.6System76 Thelio Astra29.2106.3179.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor50100150200250

OpenCV

Test: DNN - Deep Neural Network

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: DNN - Deep Neural NetworkSystem76 Thelio AstraSystem76 Thelio Astra Altra13K26K39K52K65KSE +/- 1485.93, N = 12SE +/- 717.84, N = 458880602921. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

srsRAN Project

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra26.927.427.9System76 Thelio Astra27.928.228.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor918273645

srsRAN Project

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra37.037.138.0System76 Thelio Astra38.038.038.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325GPU Temperature Monitor1122334455

srsRAN Project

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra49.063.768.0System76 Thelio Astra50.064.469.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100

srsRAN Project

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.7170.4214.6System76 Thelio Astra30.2170.7218.6OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor60120180240300

srsRAN Project

Test: PDSCH Processor Benchmark, Throughput Total

OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalSystem76 Thelio AstraSystem76 Thelio Astra Altra2040608010080.5880.46

srsRAN Project

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.928.128.9System76 Thelio Astra28.929.230.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor918273645

srsRAN Project

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325GPU Temperature MonitorSystem76 Thelio Astra91827364537.00

srsRAN Project

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra51.057.961.0System76 Thelio Astra52.059.063.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100

srsRAN Project

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra32.1102.8130.8System76 Thelio Astra Altra31.2105.9135.5OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor4080120160200

srsRAN Project

Test: PUSCH Processor Benchmark, Throughput Total

OpenBenchmarking.orgMbps Per Watt, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalSystem76 Thelio AstraSystem76 Thelio Astra Altra4812162014.8414.21

Epoch

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra28.930.731.9OpenBenchmarking.orgCelsius, Fewer Is BetterEpoch 4.19.4Drive Temperature (nvme0n1) Monitor918273645

Epoch

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra37.038.038.0OpenBenchmarking.orgCelsius, Fewer Is BetterEpoch 4.19.4GPU Temperature Monitor1122334455

Epoch

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra53.067.974.0OpenBenchmarking.orgCelsius, Fewer Is BetterEpoch 4.19.4CPU Temperature Monitor20406080100

Epoch

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra29.6178.7217.2OpenBenchmarking.orgWatts, Fewer Is BetterEpoch 4.19.4CPU Power Consumption Monitor60120180240300

WarpX

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.926.927.9System76 Thelio Astra26.928.528.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor918273645

WarpX

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.137.0System76 Thelio Astra37.037.338.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10GPU Temperature Monitor1122334455

WarpX

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra52.062.665.0System76 Thelio Astra52.063.567.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100

WarpX

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.8152.4186.3System76 Thelio Astra31.9153.5190.4OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor50100150200250

WarpX

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.926.426.9System76 Thelio Astra26.926.826.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor816243240

WarpX

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.137.0System76 Thelio Astra37.037.038.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10GPU Temperature Monitor1122334455

WarpX

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra50.064.768.0System76 Thelio Astra51.065.068.0OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100

WarpX

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra32.4169.3197.0System76 Thelio Astra Altra30.6169.5195.0OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor50100150200250

John The Ripper

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra26.927.427.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor918273645

John The Ripper

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.737.0System76 Thelio Astra37.037.338.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14GPU Temperature Monitor1122334455

John The Ripper

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra50.061.765.0System76 Thelio Astra50.061.866.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra31.3140.7174.8System76 Thelio Astra Altra28.7141.7175.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor50100150200250

John The Ripper

Test: WPA PSK

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio AstraSystem76 Thelio Astra Altra2004006008001000778.74776.57

John The Ripper

Test: bcrypt

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSystem76 Thelio Astra AltraSystem76 Thelio Astra150300450600750676.92675.44

John The Ripper

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283526.85

John The Ripper

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14GPU Temperature MonitorSystem76 Thelio Astra91827364537.00

John The Ripper

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra48.053.059.0System76 Thelio Astra Altra49.054.058.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor1632486480

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra29.990.5125.0System76 Thelio Astra28.890.6129.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor4080120160200

John The Ripper

Test: HMAC-SHA512

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512System76 Thelio Astra AltraSystem76 Thelio Astra160K320K480K640K800K761323.21754662.33

John The Ripper

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra27.928.228.9System76 Thelio Astra Altra26.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor918273645

John The Ripper

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra37.037.938.0System76 Thelio Astra Altra37.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14GPU Temperature Monitor1122334455

John The Ripper

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra47.060.164.0System76 Thelio Astra Altra47.060.465.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.8149.1182.9System76 Thelio Astra29.4150.1182.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor50100150200250

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio AstraSystem76 Thelio Astra Altra140280420560700667.87663.63

John The Ripper

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283526.85

John The Ripper

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14GPU Temperature MonitorSystem76 Thelio Astra91827364537.00

John The Ripper

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra52.058.059.0System76 Thelio Astra Altra52.058.761.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra32.0107.7132.7System76 Thelio Astra29.1109.2131.1OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor4080120160200

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: MD5System76 Thelio Astra AltraSystem76 Thelio Astra2K4K6K8K10K11325.0211155.79

GROMACS

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.927.727.9System76 Thelio Astra28.931.134.9OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024Drive Temperature (nvme0n1) Monitor1020304050

GROMACS

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.037.037.0System76 Thelio Astra38.038.039.0OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024GPU Temperature Monitor1122334455

GROMACS

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra52.069.674.0System76 Thelio Astra Altra54.069.974.0OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024CPU Temperature Monitor20406080100

GROMACS

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra30.0191.2231.1System76 Thelio Astra Altra28.9192.0236.8OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2024CPU Power Consumption Monitor60120180240300

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio Astra AltraSystem76 Thelio Astra0.00540.01080.01620.02160.0270.0240.024

High Performance Conjugate Gradient

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra61218243025.85

High Performance Conjugate Gradient

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.537.0System76 Thelio Astra37.037.838.0OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1GPU Temperature Monitor1122334455

High Performance Conjugate Gradient

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra50.066.970.0System76 Thelio Astra51.068.071.0OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Temperature Monitor20406080100

High Performance Conjugate Gradient

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.2176.4188.4System76 Thelio Astra28.5176.7189.3OpenBenchmarking.orgWatts, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Power Consumption Monitor50100150200250

High Performance Conjugate Gradient

X Y Z: 104 104 104 - RT: 60

OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60System76 Thelio Astra AltraSystem76 Thelio Astra0.02720.05440.08160.10880.1360.1210.121

Coremark

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra61218243024.85

Coremark

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.035.736.0System76 Thelio Astra36.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0GPU Temperature Monitor1122334455

Coremark

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra52.058.764.0System76 Thelio Astra53.059.364.0OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0CPU Temperature Monitor20406080100

Coremark

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra29.8108.2168.4System76 Thelio Astra28.7108.6169.0OpenBenchmarking.orgWatts, Fewer Is BetterCoremark 1.0CPU Power Consumption Monitor50100150200250

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec Per Watt, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Astra AltraSystem76 Thelio Astra6K12K18K24K30K25825.3625608.14

C-Ray

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra24.925.325.9System76 Thelio Astra25.926.226.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor816243240

C-Ray

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.035.636.0System76 Thelio Astra36.036.837.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0GPU Temperature Monitor1122334455

C-Ray

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra52.073.077.0System76 Thelio Astra52.073.577.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100

C-Ray

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra30.2217.5248.8System76 Thelio Astra Altra32.2219.1248.6OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor60120180240300

C-Ray

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra61218243025.85

C-Ray

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.037.0System76 Thelio Astra37.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0GPU Temperature Monitor1122334455

C-Ray

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra50.069.976.0System76 Thelio Astra50.070.876.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100

C-Ray

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.6202.1248.4System76 Thelio Astra27.1203.1250.6OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor60120180240300

C-Ray

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.926.626.9System76 Thelio Astra26.927.427.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor918273645

C-Ray

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra37.037.038.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0GPU Temperature Monitor1122334455

C-Ray

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra51.063.373.0System76 Thelio Astra51.063.773.0OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100

C-Ray

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra32.4145.3249.7System76 Thelio Astra Altra29.5147.4248.5OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor60120180240300

ACES DGEMM

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra26.928.129.9System76 Thelio Astra27.929.230.9OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0Drive Temperature (nvme0n1) Monitor918273645

ACES DGEMM

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.837.0System76 Thelio Astra37.037.838.0OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0GPU Temperature Monitor1122334455

ACES DGEMM

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra44.064.570.0System76 Thelio Astra44.064.772.0OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0CPU Temperature Monitor20406080100

ACES DGEMM

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra31.7194.4245.3System76 Thelio Astra26.6195.4246.5OpenBenchmarking.orgWatts, Fewer Is BetterACES DGEMM 1.0CPU Power Consumption Monitor60120180240300

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Astra AltraSystem76 Thelio Astra36912159.6459.593

RocksDB

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra28.929.830.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor918273645

RocksDB

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra37.038.039.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0GPU Temperature Monitor1122334455

RocksDB

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra44.045.450.0System76 Thelio Astra Altra44.045.648.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor1428425670

RocksDB

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.448.058.8System76 Thelio Astra27.848.762.3OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor20406080100

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio Astra AltraSystem76 Thelio Astra100020003000400050004527.594392.96

RocksDB

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.926.827.9System76 Thelio Astra27.928.728.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor918273645

RocksDB

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.637.0System76 Thelio Astra38.038.039.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0GPU Temperature Monitor1122334455

RocksDB

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra47.050.657.0System76 Thelio Astra49.051.657.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor1632486480

RocksDB

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra29.455.774.4System76 Thelio Astra Altra28.858.481.0OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor20406080100

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio AstraSystem76 Thelio Astra Altra5K10K15K20K25K24210.2422121.10

RocksDB

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra25.926.927.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor918273645

RocksDB

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.037.0System76 Thelio Astra37.037.238.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0GPU Temperature Monitor1122334455

RocksDB

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra53.067.372.0System76 Thelio Astra55.069.173.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100

RocksDB

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.6183.8219.7System76 Thelio Astra29.2185.3218.9OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor60120180240300

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio Astra AltraSystem76 Thelio Astra12K24K36K48K60K55264.8352139.04

RocksDB

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra25.926.329.9System76 Thelio Astra Altra25.927.129.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor918273645

RocksDB

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.537.0System76 Thelio Astra36.037.038.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0GPU Temperature Monitor1122334455

RocksDB

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra44.068.073.0System76 Thelio Astra44.073.176.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100

RocksDB

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.3208.1228.4System76 Thelio Astra25.8218.1241.0OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor60120180240300

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio Astra AltraSystem76 Thelio Astra500K1000K1500K2000K2500K2278620.282255821.46

Speedb

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.928.128.9System76 Thelio Astra28.929.529.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor918273645

Speedb

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7GPU Temperature MonitorSystem76 Thelio Astra91827364537.00

Speedb

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra44.044.947.0System76 Thelio Astra Altra44.045.648.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor1428425670

Speedb

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra27.244.156.2System76 Thelio Astra Altra28.848.167.3OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor20406080100

Speedb

Test: Update Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Update RandomSystem76 Thelio AstraSystem76 Thelio Astra Altra80016002400320040003944.823633.23

Speedb

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283527.85

Speedb

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7GPU Temperature MonitorSystem76 Thelio Astra91827364537.00

Speedb

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra44.047.457.0System76 Thelio Astra Altra47.050.155.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor1632486480

Speedb

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra29.055.281.2System76 Thelio Astra Altra28.656.272.6OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor20406080100

Speedb

Test: Read Random Write Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio AstraSystem76 Thelio Astra Altra5K10K15K20K25K21525.2220630.08

Speedb

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.927.427.9System76 Thelio Astra25.928.528.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor918273645

Speedb

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.937.0System76 Thelio Astra37.037.838.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7GPU Temperature Monitor1122334455

Speedb

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra54.064.669.0System76 Thelio Astra55.064.969.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100

Speedb

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra28.6157.2188.7System76 Thelio Astra Altra30.0159.6192.3OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor50100150200250

Speedb

Test: Read While Writing

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Astra AltraSystem76 Thelio Astra20K40K60K80K100K84315.3166436.66

Speedb

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Astra AltraSystem76 Thelio Astra3M6M9M12M15MSE +/- 753903.88, N = 15SE +/- 164058.99, N = 1513457221104421321. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Speedb

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.925.926.9System76 Thelio Astra25.926.026.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor816243240

Speedb

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.137.0System76 Thelio Astra36.036.637.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7GPU Temperature Monitor1122334455

Speedb

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra47.071.675.0System76 Thelio Astra47.072.576.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100

Speedb

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.7210.1232.3System76 Thelio Astra27.6212.4233.6OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor60120180240300

Speedb

Test: Random Read

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio AstraSystem76 Thelio Astra Altra500K1000K1500K2000K2500K2235861.282208238.42

miniFE

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243026.85

miniFE

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.035.736.0System76 Thelio Astra36.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2GPU Temperature Monitor1122334455

miniFE

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra46.052.859.0System76 Thelio Astra Altra47.053.459.0OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2CPU Temperature Monitor1632486480

miniFE

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.099.3172.4System76 Thelio Astra31.8101.9170.7OpenBenchmarking.orgWatts, Fewer Is BetterminiFE 2.2CPU Power Consumption Monitor50100150200250

miniFE

Problem Size: Small

OpenBenchmarking.orgCG Mflops Per Watt, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Astra AltraSystem76 Thelio Astra50100150200250243.64237.34

Mobile Neural Network

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.926.626.9System76 Thelio Astra26.927.930.9OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dDrive Temperature (nvme0n1) Monitor918273645

Mobile Neural Network

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.034.836.0System76 Thelio Astra36.038.339.0OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dGPU Temperature Monitor1122334455

Mobile Neural Network

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra44.053.557.0System76 Thelio Astra Altra49.056.962.0OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Temperature Monitor20406080100

Mobile Neural Network

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra28.697.5119.8System76 Thelio Astra Altra28.099.8116.2OpenBenchmarking.orgWatts, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Power Consumption Monitor4080120160200

Blender

Drive Temperature (nvme0n1) Monitor

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

Blender

GPU Temperature Monitor

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

Blender

CPU Temperature Monitor

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

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra29.9193.3207.3OpenBenchmarking.orgWatts, Fewer Is BetterBlenderCPU Power Consumption Monitor60120180240300

Blender

Drive Temperature (nvme0n1) Monitor

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

Blender

GPU Temperature Monitor

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

Blender

CPU Temperature Monitor

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

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra31.5184.0198.2OpenBenchmarking.orgWatts, Fewer Is BetterBlenderCPU Power Consumption Monitor50100150200250

Blender

Drive Temperature (nvme0n1) Monitor

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

Blender

GPU Temperature Monitor

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

Blender

CPU Temperature Monitor

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

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra30.5166.8198.3OpenBenchmarking.orgWatts, Fewer Is BetterBlenderCPU Power Consumption Monitor50100150200250

Blender

Drive Temperature (nvme0n1) Monitor

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

Blender

GPU Temperature Monitor

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

Blender

CPU Temperature Monitor

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

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra32.7177.0197.6OpenBenchmarking.orgWatts, Fewer Is BetterBlenderCPU Power Consumption Monitor50100150200250

Blender

Drive Temperature (nvme0n1) Monitor

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

Blender

GPU Temperature Monitor

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

Blender

CPU Temperature Monitor

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

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra29.9155.3193.4OpenBenchmarking.orgWatts, Fewer Is BetterBlenderCPU Power Consumption Monitor50100150200250

PyTorch

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

PyTorch

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.036.638.0System76 Thelio Astra37.038.240.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1GPU Temperature Monitor1122334455

PyTorch

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra54.071.374.0System76 Thelio Astra56.073.476.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100

PyTorch

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.5203.3252.3System76 Thelio Astra30.8204.5246.7OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor70140210280350

PyTorch

Device: CPU - Batch Size: 512 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50System76 Thelio Astra AltraSystem76 Thelio Astra0.02720.05440.08160.10880.1360.1210.115

PyTorch

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra25.926.126.9System76 Thelio Astra27.928.228.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor918273645

PyTorch

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra36.036.337.0System76 Thelio Astra Altra35.036.638.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1GPU Temperature Monitor1122334455

PyTorch

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra51.070.474.0System76 Thelio Astra53.072.276.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100

PyTorch

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra29.3201.6243.5System76 Thelio Astra30.2205.3243.7OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor60120180240300

PyTorch

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50System76 Thelio Astra AltraSystem76 Thelio Astra0.0270.0540.0810.1080.1350.1200.118

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

LiteRT

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.035.937.0System76 Thelio Astra36.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra50.060.863.0System76 Thelio Astra52.063.065.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra30.6138.0179.6System76 Thelio Astra Altra28.9141.2186.2OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

LiteRT

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.035.837.0System76 Thelio Astra36.036.937.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra52.058.760.0System76 Thelio Astra54.060.963.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.1119.8162.9System76 Thelio Astra31.0122.3157.1OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

LiteRT

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.035.136.0System76 Thelio Astra36.036.538.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra52.065.768.0System76 Thelio Astra54.067.370.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra31.7161.5200.9System76 Thelio Astra30.2164.3199.7OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

LiteRT

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.034.736.0System76 Thelio Astra36.036.537.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra51.064.166.0System76 Thelio Astra53.066.068.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra30.6154.1193.5System76 Thelio Astra28.5160.5199.8OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

LiteRT

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.036.638.0System76 Thelio Astra37.037.038.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra49.061.965.0System76 Thelio Astra51.063.967.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra29.0151.2196.9System76 Thelio Astra Altra29.2153.1203.1OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

LiteRT

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.035.837.0System76 Thelio Astra36.037.037.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra51.056.359.0System76 Thelio Astra52.057.860.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor1632486480

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.8108.2143.7System76 Thelio Astra28.1108.9139.8OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor4080120160200

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

LiteRT

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.035.036.0System76 Thelio Astra37.037.238.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra53.060.962.0System76 Thelio Astra54.062.064.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.6131.5172.8System76 Thelio Astra31.0132.4169.9OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor50100150200250

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra71421283525.85

LiteRT

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra34.036.138.0System76 Thelio Astra37.038.540.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15GPU Temperature Monitor1122334455

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra49.063.868.0System76 Thelio Astra Altra54.065.167.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra29.0154.3208.5System76 Thelio Astra Altra30.1156.5200.7OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor60120180240300

Whisper.cpp

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra612182430Min: 25.85 / Avg: 26.66 / Max: 26.85Min: 27.85 / Avg: 27.85 / Max: 27.85

Whisper.cpp

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2GPU Temperature MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra816243240Min: 36 / Avg: 36.67 / Max: 39Min: 34 / Avg: 36.78 / Max: 40

Whisper.cpp

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra1428425670Min: 52 / Avg: 66.27 / Max: 75Min: 54 / Avg: 67.35 / Max: 75

Whisper.cpp

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra4080120160200Min: 31.4 / Avg: 165.9 / Max: 222.26Min: 29.79 / Avg: 169.79 / Max: 235.97

Whisper.cpp

Model: ggml-medium.en - Input: 2016 State of the Union

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-medium.en - Input: 2016 State of the UnionSystem76 Thelio Astra AltraSystem76 Thelio Astra2004006008001000SE +/- 42.64, N = 9SE +/- 15.29, N = 31056.781111.581. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -mcpu=native

Whisper.cpp

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra612182430Min: 26.85 / Avg: 26.87 / Max: 27.85Min: 27.85 / Avg: 27.85 / Max: 27.85

Whisper.cpp

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2GPU Temperature MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra918273645Min: 34 / Avg: 36.77 / Max: 40Min: 36 / Avg: 39.77 / Max: 41

Whisper.cpp

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra1428425670Min: 53 / Avg: 65.36 / Max: 73Min: 53 / Avg: 66.93 / Max: 74

Whisper.cpp

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra4080120160200Min: 30.67 / Avg: 160.95 / Max: 222.21Min: 32.46 / Avg: 163.77 / Max: 221.46

Whisper.cpp

Model: ggml-small.en - Input: 2016 State of the Union

OpenBenchmarking.orgSeconds, Fewer Is BetterWhisper.cpp 1.6.2Model: ggml-small.en - Input: 2016 State of the UnionSystem76 Thelio AstraSystem76 Thelio Astra Altra120240360480600SE +/- 24.91, N = 9SE +/- 23.23, N = 9550.79564.901. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread -mcpu=native

Whisper.cpp

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra26.927.427.9System76 Thelio Astra26.927.827.9OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) Monitor918273645

Whisper.cpp

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra36.036.037.0System76 Thelio Astra Altra35.036.939.0OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2GPU Temperature Monitor1122334455

Whisper.cpp

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra51.063.769.0System76 Thelio Astra52.064.269.0OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature Monitor20406080100

Whisper.cpp

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra27.4149.3185.7System76 Thelio Astra Altra28.8152.1188.1OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption Monitor50100150200250

oneDNN

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra61218243026.85

oneDNN

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra35.035.937.0System76 Thelio Astra Altra36.037.339.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra53.061.973.0System76 Thelio Astra54.062.473.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra30.0142.0228.0System76 Thelio Astra29.6142.6234.5OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor60120180240300

oneDNN

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra26.927.227.9System76 Thelio Astra26.927.427.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor918273645

oneDNN

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra35.035.236.0System76 Thelio Astra Altra36.038.039.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra48.065.973.0System76 Thelio Astra49.066.773.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.7176.1226.1System76 Thelio Astra29.3180.0230.5OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor60120180240300

oneDNN

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283527.85

oneDNN

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra35.035.736.0System76 Thelio Astra35.036.036.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1020304050

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra49.054.663.0System76 Thelio Astra49.055.163.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.6106.5165.5System76 Thelio Astra28.6108.9173.0OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor50100150200250

oneDNN

Harness: IP Shapes 3D - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPUSystem76 Thelio Astra AltraSystem76 Thelio Astra1.172.343.514.685.85SE +/- 0.12533, N = 15SE +/- 0.13331, N = 155.108255.20016MIN: 1.97MIN: 1.961. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread

oneDNN

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283527.85

oneDNN

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra35.035.836.0System76 Thelio Astra Altra35.036.238.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra47.054.969.0System76 Thelio Astra47.055.370.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.2109.5202.2System76 Thelio Astra30.0112.0205.1OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor60120180240300

oneDNN

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra71421283527.85

oneDNN

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.037.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra47.052.364.0System76 Thelio Astra Altra48.052.564.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra29.382.5130.3System76 Thelio Astra28.888.0130.5OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor4080120160200

oneDNN

Harness: Deconvolution Batch shapes_3d - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUSystem76 Thelio AstraSystem76 Thelio Astra Altra246810SE +/- 0.45769, N = 15SE +/- 0.29556, N = 157.389887.90092MIN: 3MIN: 2.991. (CXX) g++ options: -O3 -march=native -fopenmp -mcpu=generic -fPIC -pie -ldl -lpthread

oneDNN

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra27.928.128.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor918273645

oneDNN

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra36.036.037.0System76 Thelio Astra Altra36.037.239.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra46.055.165.0System76 Thelio Astra Altra48.055.665.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.5111.9211.8System76 Thelio Astra27.9113.2215.5OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor60120180240300

oneDNN

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.929.029.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor918273645

oneDNN

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra36.036.338.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6GPU Temperature Monitor1122334455

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra43.052.863.0System76 Thelio Astra Altra44.053.665.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.4108.8192.7System76 Thelio Astra31.6111.2196.1OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor50100150200250

Numpy Benchmark

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra27.928.228.9System76 Thelio Astra Altra28.928.928.9OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkDrive Temperature (nvme0n1) Monitor918273645

Numpy Benchmark

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra35.036.036.0System76 Thelio Astra Altra36.036.338.0OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkGPU Temperature Monitor1122334455

Numpy Benchmark

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra44.046.552.0System76 Thelio Astra44.046.654.0OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkCPU Temperature Monitor1530456075

Numpy Benchmark

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra30.447.158.1System76 Thelio Astra30.947.257.3OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor1632486480

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkSystem76 Thelio Astra AltraSystem76 Thelio Astra2468107.7917.694

XNNPACK

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra27.928.930.9System76 Thelio Astra Altra28.929.130.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048Drive Temperature (nvme0n1) Monitor918273645

XNNPACK

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra36.036.640.0System76 Thelio Astra Altra36.039.642.0OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048GPU Temperature Monitor1224364860

XNNPACK

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra50.061.365.0System76 Thelio Astra50.061.366.0OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048CPU Temperature Monitor20406080100

XNNPACK

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra29.3133.0188.1System76 Thelio Astra Altra30.4133.2201.1OpenBenchmarking.orgWatts, Fewer Is BetterXNNPACK b7b048CPU Power Consumption Monitor50100150200250

Timed Node.js Compilation

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra816243240Min: 29.85 / Avg: 32.29 / Max: 36.85Min: 29.85 / Avg: 32.32 / Max: 37.85

Timed Node.js Compilation

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2GPU Temperature MonitorSystem76 Thelio AstraSystem76 Thelio Astra Altra918273645Min: 36 / Avg: 38.71 / Max: 41Min: 37 / Avg: 40.63 / Max: 42

Timed Node.js Compilation

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Temperature MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra1428425670Min: 51 / Avg: 62.46 / Max: 71Min: 51 / Avg: 62.57 / Max: 70

Timed Node.js Compilation

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Power Consumption MonitorSystem76 Thelio Astra AltraSystem76 Thelio Astra4080120160200Min: 28.99 / Avg: 133.91 / Max: 198.36Min: 27.7 / Avg: 134.81 / Max: 195.87

Timed Linux Kernel Compilation

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra32.937.738.9System76 Thelio Astra Altra33.937.838.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8Drive Temperature (nvme0n1) Monitor1122334455

Timed Linux Kernel Compilation

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra36.036.438.0System76 Thelio Astra Altra36.036.839.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8GPU Temperature Monitor1122334455

Timed Linux Kernel Compilation

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra50.068.874.0System76 Thelio Astra50.068.975.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Temperature Monitor20406080100

Timed Linux Kernel Compilation

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra29.9181.0217.9System76 Thelio Astra26.9181.4218.9OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Power Consumption Monitor60120180240300

Timed Linux Kernel Compilation

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra27.935.737.9System76 Thelio Astra Altra28.935.937.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8Drive Temperature (nvme0n1) Monitor1122334455

Timed Linux Kernel Compilation

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra36.037.940.0System76 Thelio Astra Altra37.038.740.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8GPU Temperature Monitor1122334455

Timed Linux Kernel Compilation

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra46.060.069.0System76 Thelio Astra46.060.470.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Temperature Monitor20406080100

Timed Linux Kernel Compilation

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.3139.8208.0System76 Thelio Astra27.9140.1210.8OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.8CPU Power Consumption Monitor60120180240300

Timed Godot Game Engine Compilation

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra27.928.731.9System76 Thelio Astra Altra28.929.030.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Drive Temperature (nvme0n1) Monitor918273645

Timed Godot Game Engine Compilation

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra35.036.839.0System76 Thelio Astra Altra36.038.741.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0GPU Temperature Monitor1122334455

Timed Godot Game Engine Compilation

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra47.055.368.0System76 Thelio Astra46.055.667.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature Monitor20406080100

Timed Godot Game Engine Compilation

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra27.6100.5201.5System76 Thelio Astra28.1101.3200.4OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitor50100150200250

Timed LLVM Compilation

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra30.933.935.9System76 Thelio Astra Altra30.934.536.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1020304050

Timed LLVM Compilation

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra36.037.640.0System76 Thelio Astra Altra36.038.742.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0GPU Temperature Monitor1224364860

Timed LLVM Compilation

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra47.054.265.0System76 Thelio Astra Altra47.054.566.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100

Timed LLVM Compilation

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.896.0191.3System76 Thelio Astra31.096.1188.3OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor50100150200250

Timed LLVM Compilation

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra30.935.638.9System76 Thelio Astra Altra30.936.139.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1122334455

Timed LLVM Compilation

GPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra35.036.138.0System76 Thelio Astra Altra36.036.239.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0GPU Temperature Monitor1122334455

Timed LLVM Compilation

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra44.058.569.0System76 Thelio Astra44.058.769.0OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100

Timed LLVM Compilation

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra23.8124.1197.6System76 Thelio Astra24.7124.2198.7OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor50100150200250

Phoronix Test Suite v10.8.5