System76 Thelio Astra Benchmarks With Ampere Altra

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2410215-NE-THELIOAST43&sro&gru.

System76 Thelio Astra Benchmarks With Ampere AltraProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980XARMv8 Neoverse-N1 @ 3.00GHz (128 Cores)System76 Thelio Astra (3.02 BIOS)Ampere Computing LLC Altra PCI Root Complex A8 x 32GB DDR4-3200MT/s Micron 18ASF4G72PDZ-3G2F11024GB KINGSTON SKC3000S1024GNVIDIA RTX A400/PCIe 4GBNVIDIA Device 2291DELL P2415Q2 x Intel X550 + Intel I210Ubuntu 24.046.8.0-47-generic-64k (aarch64)GNOME Shell 46.0X Server 1.21.1.11NVIDIA 550.107.024.6.0GCC 13.2.0ext43840x2160AMD Ryzen Threadripper 7980X 64-Cores (64 Cores / 128 Threads)System76 Thelio Major (FA Z5 BIOS)AMD Device 14a44 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA21000GB CT1000T700SSD5AMD Radeon RX 6700 XT 12GBAMD Device 14ccAquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E6.8.0-47-generic (x86_64)X Server + Wayland4.6 Mesa 24.0.9-0ubuntu0.2 (LLVM 17.0.6 DRM 3.57)1920x1200OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- System76 Thelio Astra Altra M128-30: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-dIwDw0/gcc-13-13.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto --without-cuda-driver -v - System76 Thelio Major TR 7980X: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- System76 Thelio Astra Altra M128-30: Scaling Governor: cppc_cpufreq schedutil (Boost: Disabled)- System76 Thelio Major TR 7980X: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105OpenCL Details- System76 Thelio Astra Altra M128-30: GPU Compute Cores: 768Python Details- Python 3.12.3Security Details- System76 Thelio Astra Altra M128-30: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected - System76 Thelio Major TR 7980X: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

System76 Thelio Astra Benchmarks With Ampere Altrapytorch: CPU - 256 - ResNet-50pytorch: CPU - 512 - ResNet-50minife: Smallmt-dgemm: Sustained Floating-Point Ratehpcg: 104 104 104 - 60coremark: CoreMark Size 666 - Iterations Per Secondsrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PDSCH Processor Benchmark, Throughput Totalgromacs: MPI CPU - water_GMX50_barespeedb: Read Rand Write Randspeedb: Update Randrocksdb: Rand Readrocksdb: Read While Writingrocksdb: Read Rand Write Randrocksdb: Update Randspeedb: Rand Readspeedb: Read While Writingjohn-the-ripper: MD5john-the-ripper: Blowfishjohn-the-ripper: HMAC-SHA512john-the-ripper: bcryptjohn-the-ripper: WPA PSKnumpy: litert: Mobilenet Floatlitert: Mobilenet Quantlitert: NASNet Mobilelitert: SqueezeNetlitert: Inception ResNet V2litert: Inception V4litert: Quantized COCO SSD MobileNet v1litert: DeepLab V3onednn: Convolution Batch Shapes Auto - CPUonednn: Deconvolution Batch shapes_1d - CPUonednn: Deconvolution Batch shapes_3d - CPUonednn: IP Shapes 1D - CPUonednn: IP Shapes 3D - CPUonednn: Recurrent Neural Network Training - CPUonednn: Recurrent Neural Network Inference - CPUmnn: nasnetmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3opencv: DNN - Deep Neural Networkopencv: Features 2Dopencv: Object Detectionopencv: Coreopencv: Image Processingopencv: Stitchingopencv: Videobuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-godot: Time To Compilebuild-nodejs: Time To Compilewhisper-cpp: ggml-base.en - 2016 State of the Unionwhisper-cpp: ggml-small.en - 2016 State of the Unionwhisper-cpp: ggml-medium.en - 2016 State of the Unionblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyblender: Barbershop - CPU-Onlyc-ray: 1080p - 16c-ray: 4K - 16c-ray: 5K - 16warpx: Plasma Accelerationwarpx: Uniform Plasmaxnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X24.2324.5224201.41875.13607721.41872793203.0670521504.813707.14.574116022717466347415689510160082129217821735246390046513457221121966710097268879333100940110061366.851927.051368.6525569.72363.3029027.727845.62964.533372.084.9378925.32257.900928.638655.108254148.633215.5210.0391.5762.35414.3104.3942.2421.94219.369602928933310103612849321037124784914630257.869415.578229.783511.051405.39651564.899791056.7824035.8270.5365.08140.21357.056.90226.42746.97547.6534204938.5153658519432610410827051221209333042460231145.6144.9518264.13450.89923416.53673413412.6278874612.519740.77.50431584424574314287735881136099954782376112514448922021258646713455000152311298411333152469539611737.752127.822554.4546404.83300.4030710.626395.93323.555447.120.5586727.787231.021130.5705620.337279545.232323.99614.7272.5573.93418.3715.9693.3153.93436.227361508604323801477819306428061512897139.333200.64696.471169.095112.68755221.59869528.1150618.2133.4023.3648.78163.299.03735.76863.56724.5140256018.28281276211839696007428620633805572242524044OpenBenchmarking.org

CPU Temperature Monitor

Phoronix Test Suite System Monitoring

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

Drive Temperature (nvme0n1) Monitor

Phoronix Test Suite System Monitoring

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

CPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

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

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 Altra M128-30System76 Thelio Major TR 7980X0.03940.07880.11820.15760.1970.1200.175

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 Altra M128-30System76 Thelio Major TR 7980X0.03890.07780.11670.15560.19450.1210.173

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 Astra Altra M128-30System76 Thelio Major TR 7980X1020304050SE +/- 0.34, N = 3SE +/- 0.15, N = 324.2345.61MIN: 11.28 / MAX: 26.16MIN: 42.27 / MAX: 46.41

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 Altra M128-30System76 Thelio Major TR 7980X1020304050SE +/- 0.33, N = 3SE +/- 0.29, N = 324.5244.95MIN: 12.59 / MAX: 26.37MIN: 41.24 / MAX: 46.05

miniFE

Problem Size: Small

OpenBenchmarking.orgCG Mflops Per Watt, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X50100150200250243.6485.93

miniFE

Problem Size: Small

OpenBenchmarking.orgCG Mflops, More Is BetterminiFE 2.2Problem Size: SmallSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5K10K15K20K25KSE +/- 20.09, N = 4SE +/- 22.76, N = 324201.418264.11. (CXX) g++ options: -O3 -fopenmp -lmpi_cxx -lmpi

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s Per Watt, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X36912159.64512.083

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 Altra M128-30System76 Thelio Major TR 7980X0.02720.05440.08160.10880.1360.1210.056

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 4.30, N = 3SE +/- 3.64, N = 41875.143450.90-mavx21. (CC) gcc options: -ffast-math -O3 -fopenmp -lopenblas

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 Astra Altra M128-30System76 Thelio Major TR 7980X510152025SE +/- 0.00, N = 3SE +/- 0.02, N = 321.4216.541. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec Per Watt, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X6K12K18K24K30K25825.3611992.38

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X700K1400K2100K2800K3500KSE +/- 1584.02, N = 3SE +/- 23890.91, N = 32793203.073413412.631. (CC) gcc options: -O2 -lrt" -lrt

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 Astra Altra M128-30System76 Thelio Major TR 7980X4812162014.2115.83

srsRAN Project

Test: PUSCH Processor Benchmark, Throughput Total

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput TotalSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X10002000300040005000SE +/- 3.59, N = 3SE +/- 0.32, N = 31504.84612.5MIN: 885.6 / MAX: 1512-march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq - MIN: 3132.3 / MAX: 4613.11. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl

srsRAN Project

Test: PDSCH Processor Benchmark, Throughput Total

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput TotalSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X4K8K12K16K20KSE +/- 72.39, N = 3SE +/- 57.06, N = 313707.119740.7-march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq1. (CXX) g++ options: -O3 -fno-trapping-math -fno-math-errno -ldl

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 Astra Altra M128-30System76 Thelio Major TR 7980X2040608010080.4668.61

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.013, N = 3SE +/- 0.017, N = 34.5747.5041. (CXX) g++ options: -O3 -lm

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 Altra M128-30System76 Thelio Major TR 7980X0.00560.01120.01680.02240.0280.0240.025

Speedb

Test: Random Read

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X500K1000K1500K2000K2500K2208238.421343999.32

Speedb

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X700K1400K2100K2800K3500KSE +/- 7547.70, N = 3SE +/- 6116.46, N = 3116022731584421. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Speedb

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100K200K300K400K500KSE +/- 1456.90, N = 3SE +/- 1072.72, N = 31746634574311. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Speedb

Test: Read While Writing

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

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100M200M300M400M500MSE +/- 6329660.21, N = 3SE +/- 1100751.77, N = 34741568954287735881. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2M4M6M8M10MSE +/- 84686.88, N = 3SE +/- 163321.59, N = 310160082113609991. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.2M2.4M3.6M4.8M6MSE +/- 9460.89, N = 3SE +/- 40762.83, N = 3129217854782371. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X130K260K390K520K650KSE +/- 1778.60, N = 3SE +/- 681.42, N = 32173526112511. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Speedb

Test: Read Random Write Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X4K8K12K16K20K20630.089841.30

Speedb

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100M200M300M400M500MSE +/- 4679221.79, N = 15SE +/- 678570.59, N = 34639004654448922021. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Speedb

Test: Update Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X80016002400320040003633.231457.88

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Random ReadSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X500K1000K1500K2000K2500K2278620.281296889.46

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X12K24K36K48K60K55264.8334331.39

Speedb

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While WritingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3M6M9M12M15MSE +/- 753903.88, N = 15SE +/- 230932.35, N = 1513457221125864671. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Read Random Write RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5K10K15K20K25K22121.1016605.67

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Update RandomSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X100020003000400050004527.591857.38

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: MD5System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3M6M9M12M15MSE +/- 5174.72, N = 3SE +/- 13316.66, N = 3121966713455000-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X30K60K90K120K150KSE +/- 126.74, N = 3SE +/- 202.63, N = 3100972152311-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

John The Ripper

Test: HMAC-SHA512

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60M120M180M240M300MSE +/- 457404.76, N = 3SE +/- 860641.69, N = 368879333298411333-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

John The Ripper

Test: bcrypt

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

John The Ripper

Test: WPA PSK

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X120K240K360K480K600KSE +/- 612.62, N = 3SE +/- 1530.79, N = 3110061539611-m641. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: MD5System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9K18K27K36K45K11325.0240767.12

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X140280420560700663.63484.84

John The Ripper

Test: HMAC-SHA512

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: HMAC-SHA512System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X200K400K600K800K1000K761323.211049807.81

John The Ripper

Test: bcrypt

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: bcryptSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X150300450600750676.92486.12

John The Ripper

Test: WPA PSK

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: WPA PSKSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X400800120016002000776.571716.14

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X2468107.7916.323

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X160320480640800SE +/- 1.54, N = 3SE +/- 2.48, N = 3366.85737.75

Timed LLVM Compilation

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.058.569.0System76 Thelio Major TR 7980X34.459.883.1OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100

Timed LLVM Compilation

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.936.139.9System76 Thelio Major TR 7980X41.943.043.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1224364860

Timed LLVM Compilation

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3047.054.566.0System76 Thelio Major TR 7980X39.559.879.4OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0CPU Temperature Monitor20406080100

Timed LLVM Compilation

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.934.536.9System76 Thelio Major TR 7980X41.943.343.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed LLVM Compilation 16.0Drive Temperature (nvme0n1) Monitor1224364860

Timed Godot Game Engine Compilation

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3047.055.368.0System76 Thelio Major TR 7980X38.657.578.8OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Temperature Monitor20406080100

Timed Godot Game Engine Compilation

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.929.030.9System76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Drive Temperature (nvme0n1) Monitor1224364860

Timed Node.js Compilation

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1632486480Min: 51 / Avg: 62.46 / Max: 71Min: 42.38 / Avg: 62.39 / Max: 84.13

Timed Node.js Compilation

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterTimed Node.js Compilation 21.7.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645Min: 29.85 / Avg: 32.32 / Max: 37.85Min: 42.85 / Avg: 44.16 / Max: 45.85

XNNPACK

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3050.061.365.0System76 Thelio Major TR 7980X40.558.563.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048CPU Temperature Monitor20406080100

XNNPACK

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.929.130.9System76 Thelio Major TR 7980X41.942.042.9OpenBenchmarking.orgCelsius, Fewer Is BetterXNNPACK b7b048Drive Temperature (nvme0n1) Monitor1224364860

Numpy Benchmark

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.046.552.0System76 Thelio Major TR 7980X34.946.573.3OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkCPU Temperature Monitor20406080100

Numpy Benchmark

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterNumpy BenchmarkDrive Temperature (nvme0n1) Monitor1224364860

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.053.665.0System76 Thelio Major TR 7980X34.048.459.3OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.929.029.9System76 Thelio Major TR 7980X39.939.839.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3048.055.665.0System76 Thelio Major TR 7980X38.953.961.1OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

Drive Temperature (nvme0n1) Monitor

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

oneDNN

CPU Temperature Monitor

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

oneDNN

Drive Temperature (nvme0n1) Monitor

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

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3047.054.969.0System76 Thelio Major TR 7980X38.950.757.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

Drive Temperature (nvme0n1) Monitor

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

oneDNN

CPU Temperature Monitor

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

oneDNN

Drive Temperature (nvme0n1) Monitor

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

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3048.065.973.0System76 Thelio Major TR 7980X40.358.863.5OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.227.9System76 Thelio Major TR 7980X39.939.939.9OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) Monitor1122334455

oneDNN

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3053.061.973.0System76 Thelio Major TR 7980X43.658.464.4OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6CPU Temperature Monitor20406080100

oneDNN

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.6Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364526.85

Whisper.cpp

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3051.063.769.0System76 Thelio Major TR 7980X42.958.765.4OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2CPU Temperature Monitor20406080100

Whisper.cpp

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.427.9System76 Thelio Major TR 7980X39.940.140.9OpenBenchmarking.orgCelsius, Fewer Is BetterWhisper.cpp 1.6.2Drive Temperature (nvme0n1) Monitor1122334455

Whisper.cpp

CPU Temperature Monitor

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

Whisper.cpp

Drive Temperature (nvme0n1) Monitor

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

Whisper.cpp

CPU Temperature Monitor

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

Whisper.cpp

Drive Temperature (nvme0n1) Monitor

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

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3054.065.167.0System76 Thelio Major TR 7980X44.460.263.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X40.941.641.9OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) Monitor1224364860

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3053.060.962.0System76 Thelio Major TR 7980X44.658.761.6OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3051.056.359.0System76 Thelio Major TR 7980X44.855.458.3OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor1632486480

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3049.061.965.0System76 Thelio Major TR 7980X43.959.562.5OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3051.064.166.0System76 Thelio Major TR 7980X44.861.864.9OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3052.065.768.0System76 Thelio Major TR 7980X44.862.965.4OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.760.0System76 Thelio Major TR 7980X44.658.462.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

LiteRT

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3050.060.863.0System76 Thelio Major TR 7980X44.358.261.1OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15CPU Temperature Monitor20406080100

LiteRT

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLiteRT 2024-10-15Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

PyTorch

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3051.070.474.0System76 Thelio Major TR 7980X45.657.678.3OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100

PyTorch

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.126.9System76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor1224364860

PyTorch

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3054.071.374.0System76 Thelio Major TR 7980X44.356.777.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1CPU Temperature Monitor20406080100

PyTorch

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterPyTorch 2.2.1Drive Temperature (nvme0n1) Monitor1224364860

Mobile Neural Network

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3049.056.962.0System76 Thelio Major TR 7980X40.346.050.1OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Temperature Monitor20406080100

Mobile Neural Network

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.626.9System76 Thelio Major TR 7980X39.941.241.9OpenBenchmarking.orgCelsius, Fewer Is BetterMobile Neural Network 2.9.b11b7037dDrive Temperature (nvme0n1) Monitor1224364860

miniFE

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3047.053.459.0System76 Thelio Major TR 7980X38.048.154.1OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2CPU Temperature Monitor1632486480

miniFE

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterminiFE 2.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X91827364526.85

Speedb

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3047.071.675.0System76 Thelio Major TR 7980X39.466.871.0OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100

Speedb

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.925.926.9System76 Thelio Major TR 7980X39.939.939.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1122334455

Speedb

CPU Temperature Monitor

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

Speedb

Drive Temperature (nvme0n1) Monitor

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

Speedb

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3047.050.155.0System76 Thelio Major TR 7980X45.164.775.3OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100

Speedb

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405027.85

Speedb

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.045.648.0System76 Thelio Major TR 7980X44.863.777.1OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7CPU Temperature Monitor20406080100

Speedb

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.928.128.9System76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterSpeedb 2.7Drive Temperature (nvme0n1) Monitor1224364860

RocksDB

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.068.073.0System76 Thelio Major TR 7980X44.169.572.4OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100

RocksDB

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.129.9System76 Thelio Major TR 7980X41.941.941.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

RocksDB

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3053.067.372.0System76 Thelio Major TR 7980X44.865.469.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100

RocksDB

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

RocksDB

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3047.050.657.0System76 Thelio Major TR 7980X45.365.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100

RocksDB

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.827.9System76 Thelio Major TR 7980X41.942.442.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

RocksDB

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.045.648.0System76 Thelio Major TR 7980X45.166.774.8OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0CPU Temperature Monitor20406080100

RocksDB

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BetterRocksDB 9.0Drive Temperature (nvme0n1) Monitor1224364860

ACES DGEMM

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.064.570.0System76 Thelio Major TR 7980X45.160.365.4OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0CPU Temperature Monitor20406080100

ACES DGEMM

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3026.928.129.9System76 Thelio Major TR 7980X42.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BetterACES DGEMM 1.0Drive Temperature (nvme0n1) Monitor1224364860

C-Ray

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3051.063.373.0System76 Thelio Major TR 7980X44.459.566.8OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100

C-Ray

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.626.9System76 Thelio Major TR 7980X41.942.642.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

C-Ray

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3050.069.976.0System76 Thelio Major TR 7980X42.965.169.5OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100

C-Ray

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.942.142.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

C-Ray

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3052.073.077.0System76 Thelio Major TR 7980X44.867.570.5OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0CPU Temperature Monitor20406080100

C-Ray

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3024.925.325.9System76 Thelio Major TR 7980X41.941.941.9OpenBenchmarking.orgCelsius, Fewer Is BetterC-Ray 2.0Drive Temperature (nvme0n1) Monitor1224364860

Coremark

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.764.0System76 Thelio Major TR 7980X44.864.376.1OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0CPU Temperature Monitor20406080100

Coremark

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterCoremark 1.0Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405024.85

High Performance Conjugate Gradient

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3050.066.970.0System76 Thelio Major TR 7980X43.459.982.8OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Temperature Monitor20406080100

High Performance Conjugate Gradient

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterHigh Performance Conjugate Gradient 3.1Drive Temperature (nvme0n1) Monitor1224364860

GROMACS

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3054.069.974.0System76 Thelio Major TR 7980X44.463.082.8OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024CPU Temperature Monitor20406080100

GROMACS

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.927.727.9System76 Thelio Major TR 7980X42.942.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2024Drive Temperature (nvme0n1) Monitor1224364860

John The Ripper

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3052.058.761.0System76 Thelio Major TR 7980X44.866.770.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

John The Ripper

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.942.442.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

John The Ripper

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra47.060.465.0System76 Thelio Astra Altra M128-3050.062.465.0System76 Thelio Major TR 7980X44.868.874.3OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

John The Ripper

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9System76 Thelio Astra Altra M128-3026.926.926.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

John The Ripper

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3049.054.058.0System76 Thelio Major TR 7980X44.860.765.4OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

John The Ripper

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

John The Ripper

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3050.061.765.0System76 Thelio Major TR 7980X44.865.069.0OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14CPU Temperature Monitor20406080100

John The Ripper

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterJohn The Ripper 2023.03.14Drive Temperature (nvme0n1) Monitor1224364860

WarpX

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3050.064.768.0System76 Thelio Major TR 7980X44.866.475.6OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100

WarpX

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.426.9System76 Thelio Major TR 7980X41.941.841.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor1224364860

WarpX

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3052.062.665.0System76 Thelio Major TR 7980X44.363.273.3OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10CPU Temperature Monitor20406080100

WarpX

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3025.926.927.9System76 Thelio Major TR 7980X41.942.945.9OpenBenchmarking.orgCelsius, Fewer Is BetterWarpX 24.10Drive Temperature (nvme0n1) Monitor1224364860

srsRAN Project

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3051.057.961.0System76 Thelio Major TR 7980X43.463.378.8OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100

srsRAN Project

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.928.128.9System76 Thelio Major TR 7980X42.942.943.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor1224364860

srsRAN Project

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3049.063.768.0System76 Thelio Major TR 7980X43.961.270.0OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Temperature Monitor20406080100

srsRAN Project

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.427.9System76 Thelio Major TR 7980X41.942.842.9OpenBenchmarking.orgCelsius, Fewer Is BettersrsRAN Project 23.10.1-20240325Drive Temperature (nvme0n1) Monitor1224364860

OpenCV

CPU Temperature Monitor

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

OpenCV

Drive Temperature (nvme0n1) Monitor

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

OpenCV

CPU Temperature Monitor

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

OpenCV

Drive Temperature (nvme0n1) Monitor

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

OpenCV

CPU Temperature Monitor

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

OpenCV

Drive Temperature (nvme0n1) Monitor

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

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3044.046.457.0System76 Thelio Major TR 7980X34.941.056.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480

OpenCV

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3026.927.528.9System76 Thelio Major TR 7980X37.938.738.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenCV

CPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1326395265Min: 44 / Avg: 47.76 / Max: 59Min: 34.38 / Avg: 47.46 / Max: 64.13

OpenCV

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240Min: 26.85 / Avg: 26.89 / Max: 27.85Min: 37.85 / Avg: 37.88 / Max: 38.85

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3043.044.947.0System76 Thelio Major TR 7980X36.642.678.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor20406080100

OpenCV

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X36.937.837.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

OpenCV

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3043.050.158.0System76 Thelio Major TR 7980X35.849.459.8OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7CPU Temperature Monitor1632486480

OpenCV

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X36.937.837.9OpenBenchmarking.orgCelsius, Fewer Is BetterOpenCV 4.7Drive Temperature (nvme0n1) Monitor1122334455

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3054.065.769.0System76 Thelio Major TR 7980X43.960.267.3OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X41.941.942.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3053.067.270.0System76 Thelio Major TR 7980X42.562.779.1OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3053.065.869.0System76 Thelio Major TR 7980X43.460.677.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3052.068.070.0System76 Thelio Major TR 7980X42.963.677.0OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

Drive Temperature (nvme0n1) Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) MonitorSystem76 Thelio Major TR 7980X102030405025.85

Blender

CPU Temperature Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3053.069.671.0System76 Thelio Major TR 7980X44.366.569.1OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2CPU Temperature Monitor20406080100

Blender

Drive Temperature (nvme0n1) Monitor

MinAvgMaxSystem76 Thelio Major TR 7980X40.941.841.9OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 4.0.2Drive Temperature (nvme0n1) Monitor1224364860

LiteRT

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet FloatSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5001000150020002500SE +/- 12.15, N = 3SE +/- 13.97, N = 31927.052127.82

LiteRT

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet QuantSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X5001000150020002500SE +/- 9.82, N = 3SE +/- 36.53, N = 31368.652554.45

LiteRT

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet MobileSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X10K20K30K40K50KSE +/- 247.26, N = 3SE +/- 225.85, N = 325569.746404.8

LiteRT

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 5.44, N = 3SE +/- 24.05, N = 32363.303300.40

LiteRT

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7K14K21K28K35KSE +/- 184.20, N = 3SE +/- 80.99, N = 329027.730710.6

LiteRT

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X6K12K18K24K30KSE +/- 149.53, N = 3SE +/- 117.38, N = 327845.626395.9

LiteRT

Model: Quantized COCO SSD MobileNet v1

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 17.01, N = 3SE +/- 24.92, N = 32964.533323.55

LiteRT

Model: DeepLab V3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X12002400360048006000SE +/- 20.38, N = 3SE +/- 29.16, N = 33372.085447.12

oneDNN

Harness: Convolution Batch Shapes Auto - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Convolution Batch Shapes Auto - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.1112.2223.3334.4445.555SE +/- 0.034692, N = 12SE +/- 0.001464, N = 74.9378900.558672-mcpu=generic -lpthread - MIN: 4.071. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_1d - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X612182430SE +/- 0.23064, N = 7SE +/- 0.02546, N = 325.322507.78723-mcpu=generic -lpthread - MIN: 19.77-msse4.1 -fcf-protection=full - MIN: 4.911. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.29556, N = 15SE +/- 0.00060, N = 97.900921.02113-mcpu=generic -lpthread - MIN: 2.991. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl

oneDNN

Harness: IP Shapes 1D - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 1D - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X246810SE +/- 0.078824, N = 15SE +/- 0.002121, N = 48.6386500.570562-mcpu=generic -lpthread - MIN: 3.441. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl

oneDNN

Harness: IP Shapes 3D - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: IP Shapes 3D - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1.14942.29883.44824.59765.747SE +/- 0.125327, N = 15SE +/- 0.001823, N = 55.1082500.337279-mcpu=generic -lpthread - MIN: 1.971. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl

oneDNN

Harness: Recurrent Neural Network Training - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 13.08, N = 3SE +/- 0.54, N = 34148.63545.23-mcpu=generic -lpthread - MIN: 3579.881. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Inference - Engine: CPUSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X7001400210028003500SE +/- 30.66, N = 3SE +/- 0.63, N = 33215.52324.00-mcpu=generic -lpthread - MIN: 2717.061. (CXX) g++ options: -O3 -march=native -fopenmp -fPIC -pie -ldl

Mobile Neural Network

Model: nasnet

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

Mobile Neural Network

Model: mobilenetV3

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

Mobile Neural Network

Model: squeezenetv1.1

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

Mobile Neural Network

Model: resnet-v2-50

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

Mobile Neural Network

Model: SqueezeNetV1.0

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

Mobile Neural Network

Model: MobileNetV2_224

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

Mobile Neural Network

Model: mobilenet-v1-1.0

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

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.9.b11b7037dModel: inception-v3System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.03, N = 3SE +/- 0.01, N = 319.3736.23MIN: 18.94 / MAX: 21.81MIN: 35.98 / MAX: 47.781. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl

OpenCV

Test: DNN - Deep Neural Network

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: DNN - Deep Neural NetworkSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X13K26K39K52K65KSE +/- 717.84, N = 4SE +/- 1239.45, N = 156029236150-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

OpenCV

Test: Features 2D

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Features 2DSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100KSE +/- 2087.36, N = 12SE +/- 3626.20, N = 158933386043-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

OpenCV

Test: Object Detection

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Object DetectionSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X20K40K60K80K100KSE +/- 793.40, N = 9SE +/- 434.10, N = 1510103623801-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

OpenCV

Test: Core

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: CoreSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X30K60K90K120K150KSE +/- 482.28, N = 3SE +/- 436.47, N = 312849347781-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

OpenCV

Test: Image Processing

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: Image ProcessingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X50K100K150K200K250KSE +/- 1895.00, N = 12SE +/- 1000.50, N = 321037193064-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

OpenCV

Test: Stitching

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: StitchingSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60K120K180K240K300KSE +/- 1011.33, N = 3SE +/- 2278.09, N = 3247849280615-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

OpenCV

Test: Video

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.7Test: VideoSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3K6K9K12K15KSE +/- 169.59, N = 4SE +/- 121.71, N = 41463012897-msse -msse2 -msse31. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300SE +/- 0.98, N = 3SE +/- 0.20, N = 3257.87139.33

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix MakefilesSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X90180270360450SE +/- 0.62, N = 3SE +/- 0.41, N = 3415.58200.65

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X50100150200250SE +/- 0.85, N = 3SE +/- 0.32, N = 3229.7896.47

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 21.7.2Time To CompileSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X110220330440550SE +/- 1.15, N = 3SE +/- 0.18, N = 3511.05169.10

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 Astra Altra M128-30System76 Thelio Major TR 7980X90180270360450SE +/- 1.58, N = 3SE +/- 0.11, N = 3405.40112.69-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

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 Astra Altra M128-30System76 Thelio Major TR 7980X120240360480600SE +/- 23.23, N = 9SE +/- 0.09, N = 3564.90221.60-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

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 Altra M128-30System76 Thelio Major TR 7980X2004006008001000SE +/- 42.64, N = 9SE +/- 1.16, N = 31056.78528.12-mcpu=native-msse3 -mssse3 -mavx -mf16c -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni1. (CXX) g++ options: -O3 -std=c++11 -fPIC -pthread

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: BMW27 - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.15, N = 3SE +/- 0.09, N = 335.8218.21

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Classroom - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1632486480SE +/- 0.16, N = 3SE +/- 0.13, N = 370.5333.40

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Fishy Cat - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1530456075SE +/- 0.27, N = 3SE +/- 0.11, N = 365.0823.36

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Pabellon Barcelona - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X306090120150SE +/- 0.36, N = 3SE +/- 0.05, N = 3140.2148.78

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0.2Blend File: Barbershop - Compute: CPU-OnlySystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X80160240320400SE +/- 0.30, N = 3SE +/- 0.33, N = 3357.05163.29

C-Ray

Resolution: 1080p - Rays Per Pixel: 16

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 1080p - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X3691215SE +/- 0.001, N = 6SE +/- 0.016, N = 56.9029.0371. (CC) gcc options: -lpthread -lm

C-Ray

Resolution: 4K - Rays Per Pixel: 16

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 4K - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X816243240SE +/- 0.02, N = 3SE +/- 0.10, N = 326.4335.771. (CC) gcc options: -lpthread -lm

C-Ray

Resolution: 5K - Rays Per Pixel: 16

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 2.0Resolution: 5K - Rays Per Pixel: 16System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1428425670SE +/- 0.02, N = 3SE +/- 0.11, N = 346.9863.571. (CC) gcc options: -lpthread -lm

WarpX

Input: Plasma Acceleration

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Plasma AccelerationSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X1122334455SE +/- 0.09, N = 3SE +/- 0.04, N = 347.6524.511. (CXX) g++ options: -O3

WarpX

Input: Uniform Plasma

OpenBenchmarking.orgSeconds, Fewer Is BetterWarpX 24.10Input: Uniform PlasmaSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X918273645SE +/- 0.31, N = 3SE +/- 0.11, N = 338.5218.281. (CXX) g++ options: -O3

XNNPACK

Model: FP32MobileNetV1

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

XNNPACK

Model: FP32MobileNetV2

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

XNNPACK

Model: FP32MobileNetV3Large

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

XNNPACK

Model: FP32MobileNetV3Small

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

XNNPACK

Model: FP16MobileNetV1

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

XNNPACK

Model: FP16MobileNetV2

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

XNNPACK

Model: FP16MobileNetV3Large

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

XNNPACK

Model: FP16MobileNetV3Small

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

XNNPACK

Model: QS8MobileNetV2

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2System76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X9001800270036004500SE +/- 61.16, N = 3SE +/- 39.34, N = 3231140441. (CXX) g++ options: -O3 -lrt -lm

Timed LLVM Compilation

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3023.8124.1197.6System76 Thelio Major TR 7980X57.0290.8361.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor100200300400500

Timed LLVM Compilation

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.896.0191.3System76 Thelio Major TR 7980X55.6258.0359.1OpenBenchmarking.orgWatts, Fewer Is BetterTimed LLVM Compilation 16.0CPU Power Consumption Monitor100200300400500

Timed Godot Game Engine Compilation

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.6100.5201.5System76 Thelio Major TR 7980X55.5242.5353.5OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitor100200300400500

Timed Node.js Compilation

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 28.99 / Avg: 133.91 / Max: 198.36Min: 57.61 / Avg: 290.63 / Max: 354.03

XNNPACK

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.4133.2201.1System76 Thelio Major TR 7980X58.6275.0336.8OpenBenchmarking.orgWatts, Fewer Is BetterXNNPACK b7b048CPU Power Consumption Monitor80160240320400

Numpy Benchmark

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.447.158.1System76 Thelio Major TR 7980X52.9116.7128.5OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor4080120160200

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.4108.8192.7System76 Thelio Major TR 7980X50.1224.4352.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.5111.9211.8System76 Thelio Major TR 7980X58.0259.0352.1OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500

oneDNN

CPU Power Consumption Monitor

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

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.2109.5202.2System76 Thelio Major TR 7980X53.3234.0327.7OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor80160240320400

oneDNN

CPU Power Consumption Monitor

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

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.7176.1226.1System76 Thelio Major TR 7980X47.3308.5352.6OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500

oneDNN

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.0142.0228.0System76 Thelio Major TR 7980X58.4311.5352.8OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 3.6CPU Power Consumption Monitor100200300400500

Whisper.cpp

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.8152.1188.1System76 Thelio Major TR 7980X52.1275.3306.9OpenBenchmarking.orgWatts, Fewer Is BetterWhisper.cpp 1.6.2CPU Power Consumption Monitor80160240320400

Whisper.cpp

CPU Power Consumption Monitor

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

Whisper.cpp

CPU Power Consumption Monitor

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

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.1156.5200.7System76 Thelio Major TR 7980X56.4289.4314.5OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6131.5172.8System76 Thelio Major TR 7980X55.9266.9299.0OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.8108.2143.7System76 Thelio Major TR 7980X32.8238.2258.4OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3029.2153.1203.1System76 Thelio Major TR 7980X53.3281.4307.4OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.6154.1193.5System76 Thelio Major TR 7980X54.5310.3342.7OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor80160240320400

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3031.7161.5200.9System76 Thelio Major TR 7980X54.3325.1352.8OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor100200300400500

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.1119.8162.9System76 Thelio Major TR 7980X58.5263.7287.3OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350

LiteRT

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.9141.2186.2System76 Thelio Major TR 7980X55.9267.6292.6OpenBenchmarking.orgWatts, Fewer Is BetterLiteRT 2024-10-15CPU Power Consumption Monitor70140210280350

PyTorch

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3029.3201.6243.5System76 Thelio Major TR 7980X54.7260.3301.1OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor80160240320400

PyTorch

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.5203.3252.3System76 Thelio Major TR 7980X43.6259.7299.5OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.2.1CPU Power Consumption Monitor80160240320400

Mobile Neural Network

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.099.8116.2System76 Thelio Major TR 7980X48.8208.6247.2OpenBenchmarking.orgWatts, Fewer Is BetterMobile Neural Network 2.9.b11b7037dCPU Power Consumption Monitor60120180240300

miniFE

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.099.3172.4System76 Thelio Major TR 7980X50.0212.5295.0OpenBenchmarking.orgWatts, Fewer Is BetterminiFE 2.2CPU Power Consumption Monitor70140210280350

Speedb

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7210.1232.3System76 Thelio Major TR 7980X58.4331.0353.1OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500

Speedb

CPU Power Consumption Monitor

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

Speedb

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.656.272.6System76 Thelio Major TR 7980X47.8320.9352.1OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor100200300400500

Speedb

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.848.167.3System76 Thelio Major TR 7980X58.6313.8340.4OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor80160240320400

RocksDB

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.3208.1228.4System76 Thelio Major TR 7980X57.9330.6353.1OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500

RocksDB

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6183.8219.7System76 Thelio Major TR 7980X59.3330.9352.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500

RocksDB

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.858.481.0System76 Thelio Major TR 7980X56.2329.9351.7OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500

RocksDB

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.448.058.8System76 Thelio Major TR 7980X55.6329.1351.4OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor100200300400500

ACES DGEMM

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3031.7194.4245.3System76 Thelio Major TR 7980X55.0285.6353.0OpenBenchmarking.orgWatts, Fewer Is BetterACES DGEMM 1.0CPU Power Consumption Monitor100200300400500

C-Ray

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3029.5147.4248.5System76 Thelio Major TR 7980X57.8257.7352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500

C-Ray

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.6202.1248.4System76 Thelio Major TR 7980X56.3317.3352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500

C-Ray

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3032.2219.1248.6System76 Thelio Major TR 7980X47.6330.2352.8OpenBenchmarking.orgWatts, Fewer Is BetterC-Ray 2.0CPU Power Consumption Monitor100200300400500

Coremark

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3029.8108.2168.4System76 Thelio Major TR 7980X59.0284.6352.4OpenBenchmarking.orgWatts, Fewer Is BetterCoremark 1.0CPU Power Consumption Monitor100200300400500

High Performance Conjugate Gradient

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.2176.4188.4System76 Thelio Major TR 7980X56.6293.5346.6OpenBenchmarking.orgWatts, Fewer Is BetterHigh Performance Conjugate Gradient 3.1CPU Power Consumption Monitor100200300400500

GROMACS

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.9192.0236.8System76 Thelio Major TR 7980X53.7300.6352.3OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2024CPU Power Consumption Monitor100200300400500

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3032.0107.7132.7System76 Thelio Major TR 7980X55.5330.0353.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra28.8149.1182.9System76 Thelio Astra Altra M128-3030.0152.2183.8System76 Thelio Major TR 7980X56.9313.6352.4OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3029.990.5125.0System76 Thelio Major TR 7980X59.0284.3337.5OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor80160240320400

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7141.7175.5System76 Thelio Major TR 7980X56.1314.4352.4OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor100200300400500

WarpX

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3030.6169.5195.0System76 Thelio Major TR 7980X56.2302.7351.7OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor100200300400500

WarpX

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.8152.4186.3System76 Thelio Major TR 7980X57.1269.7351.4OpenBenchmarking.orgWatts, Fewer Is BetterWarpX 24.10CPU Power Consumption Monitor100200300400500

srsRAN Project

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3031.2105.9135.5System76 Thelio Major TR 7980X51.1291.4349.7OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor100200300400500

srsRAN Project

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.7170.4214.6System76 Thelio Major TR 7980X56.6287.7355.5OpenBenchmarking.orgWatts, Fewer Is BettersrsRAN Project 23.10.1-20240325CPU Power Consumption Monitor100200300400500

OpenCV

CPU Power Consumption Monitor

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

OpenCV

CPU Power Consumption Monitor

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

OpenCV

CPU Power Consumption Monitor

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

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.355.7183.0System76 Thelio Major TR 7980X52.3135.4351.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor100200300400500

OpenCV

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption MonitorSystem76 Thelio Astra Altra M128-30System76 Thelio Major TR 7980X60120180240300Min: 29.11 / Avg: 73.45 / Max: 174.91Min: 46.45 / Avg: 204.1 / Max: 351.64

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.753.675.3System76 Thelio Major TR 7980X35.1148.5291.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor70140210280350

OpenCV

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3027.396.3142.7System76 Thelio Major TR 7980X41.7233.3344.8OpenBenchmarking.orgWatts, Fewer Is BetterOpenCV 4.7CPU Power Consumption Monitor80160240320400

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.0158.1193.4System76 Thelio Major TR 7980X50.8279.1352.4OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.5176.6197.3System76 Thelio Major TR 7980X55.4305.9352.8OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3031.5165.0197.0System76 Thelio Major TR 7980X58.3289.6352.8OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3029.0182.2196.5System76 Thelio Major TR 7980X49.5316.5353.1OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500

Blender

CPU Power Consumption Monitor

MinAvgMaxSystem76 Thelio Astra Altra M128-3028.4191.7205.7System76 Thelio Major TR 7980X53.3334.8353.5OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0.2CPU Power Consumption Monitor100200300400500

Phoronix Test Suite v10.8.5