fri

Intel Core i7-10700T testing with a Logic Supply RXM-181 (Z01-0002A026 BIOS) and Intel UHD 630 CML GT2 3GB on Ubuntu 21.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2110307-TJ-FRI08518553
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Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -
October 29 2021
  33 Minutes
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October 29 2021
  32 Minutes
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October 29 2021
  32 Minutes
4
October 29 2021
  2 Hours, 44 Minutes
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friProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -234Intel Core i7-10700T @ 4.50GHz (8 Cores / 16 Threads)Logic Supply RXM-181 (Z01-0002A026 BIOS)Intel Comet Lake PCH32GB256GB TS256GMTS800Intel UHD 630 CML GT2 3GB (1200MHz)Realtek ALC233DELL P2415QIntel I219-LM + Intel I210Ubuntu 21.045.11.0-37-generic (x86_64)GNOME Shell 3.38.4X Server + Wayland4.6 Mesa 21.0.11.2.145GCC 10.3.0ext41920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --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-build-config=bootstrap-lto-lean --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- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xec - Thermald 2.4.3Python Details- Python 3.9.5Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -234Result OverviewPhoronix Test Suite100%113%126%139%152%ONNX RuntimeONNX RuntimeONNX RuntimePyHPC BenchmarksONNX RuntimePyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC BenchmarksPyHPC Benchmarksfcn-resnet101-11 - CPUyolov4 - CPUsuper-resolution-10 - CPUCPU - PyTorch - 262144 - Equation of Stateshufflenet-v2-10 - CPUCPU - PyTorch - 1048576 - Equation of StateCPU - JAX - 65536 - Isoneutral MixingCPU - PyTorch - 4194304 - Isoneutral MixingCPU - Numpy - 65536 - Equation of StateCPU - Numpy - 1048576 - Equation of StateCPU - JAX - 262144 - Isoneutral MixingCPU - JAX - 4194304 - Equation of StateCPU - Aesara - 262144 - Isoneutral MixingCPU - PyTorch - 4194304 - Equation of StateCPU - Numba - 4194304 - Equation of StateCPU - Aesara - 4194304 - Equation of StateCPU - TensorFlow - 1048576 - Equation of StateCPU - Aesara - 1048576 - Equation of StateCPU - Numpy - 262144 - Isoneutral MixingCPU - Numpy - 1048576 - Isoneutral MixingCPU - Numpy - 262144 - Equation of StateCPU - TensorFlow - 4194304 - Equation of StateCPU - PyTorch - 262144 - Isoneutral MixingCPU - PyTorch - 1048576 - Isoneutral MixingCPU - Numpy - 4194304 - Equation of StateCPU - Numba - 262144 - Isoneutral MixingCPU - Aesara - 4194304 - Isoneutral MixingCPU - Aesara - 1048576 - Isoneutral MixingCPU - Numpy - 4194304 - Isoneutral MixingCPU - JAX - 4194304 - Isoneutral MixingCPU - Numba - 1048576 - Isoneutral MixingCPU - Numba - 4194304 - Isoneutral MixingCPU - JAX - 16384 - Isoneutral MixingCPU - JAX - 262144 - Equation of StateCPU - JAX - 1048576 - Equation of StateCPU - JAX - 1048576 - Isoneutral MixingCPU - Numba - 16384 - Equation of StateCPU - Numba - 16384 - Isoneutral MixingCPU - Numba - 65536 - Equation of StateCPU - Numba - 65536 - Isoneutral MixingCPU - Numpy - 16384 - Equation of StateCPU - Numpy - 16384 - Isoneutral MixingCPU - Numpy - 65536 - Isoneutral MixingCPU - Aesara - 16384 - Equation of StateCPU - Aesara - 16384 - Isoneutral MixingCPU - Aesara - 65536 - Equation of StateCPU - Aesara - 65536 - Isoneutral MixingCPU - Numba - 262144 - Equation of StateCPU - Aesara - 262144 - Equation of StateCPU - Numba - 1048576 - Equation of StateCPU - PyTorch - 16384 - Isoneutral MixingCPU - PyTorch - 65536 - Equation of StateCPU - PyTorch - 65536 - Isoneutral MixingCPU - TensorFlow - 16384 - Equation of StateCPU - TensorFlow - 65536 - Equation of StateCPU - TensorFlow - 262144 - Equation of State

frionnx: yolov4 - CPUonnx: fcn-resnet101-11 - CPUonnx: shufflenet-v2-10 - CPUonnx: super-resolution-10 - CPUpyhpc: CPU - JAX - 16384 - Isoneutral Mixingpyhpc: CPU - JAX - 65536 - Isoneutral Mixingpyhpc: CPU - JAX - 262144 - Equation of Statepyhpc: CPU - JAX - 262144 - Isoneutral Mixingpyhpc: CPU - JAX - 1048576 - Equation of Statepyhpc: CPU - JAX - 1048576 - Isoneutral Mixingpyhpc: CPU - JAX - 4194304 - Equation of Statepyhpc: CPU - JAX - 4194304 - Isoneutral Mixingpyhpc: CPU - Numba - 16384 - Equation of Statepyhpc: CPU - Numba - 16384 - Isoneutral Mixingpyhpc: CPU - Numba - 65536 - Equation of Statepyhpc: CPU - Numba - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Aesara - 16384 - Equation of Statepyhpc: CPU - Aesara - 16384 - Isoneutral Mixingpyhpc: CPU - Aesara - 65536 - Equation of Statepyhpc: CPU - Aesara - 65536 - Isoneutral Mixingpyhpc: CPU - Numba - 262144 - Equation of Statepyhpc: CPU - Numba - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Aesara - 262144 - Equation of Statepyhpc: CPU - Aesara - 262144 - Isoneutral Mixingpyhpc: CPU - Numba - 1048576 - Equation of Statepyhpc: CPU - Numba - 1048576 - Isoneutral Mixingpyhpc: CPU - Numba - 4194304 - Equation of Statepyhpc: CPU - Numba - 4194304 - Isoneutral Mixingpyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingpyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingpyhpc: CPU - PyTorch - 16384 - Equation of Statepyhpc: CPU - PyTorch - 16384 - Isoneutral Mixingpyhpc: CPU - PyTorch - 65536 - Equation of Statepyhpc: CPU - PyTorch - 65536 - Isoneutral Mixingpyhpc: CPU - Aesara - 1048576 - Equation of Statepyhpc: CPU - Aesara - 1048576 - Isoneutral Mixingpyhpc: CPU - Aesara - 4194304 - Equation of Statepyhpc: CPU - Aesara - 4194304 - Isoneutral Mixingpyhpc: CPU - PyTorch - 262144 - Equation of Statepyhpc: CPU - PyTorch - 262144 - Isoneutral Mixingpyhpc: CPU - PyTorch - 1048576 - Equation of Statepyhpc: CPU - PyTorch - 1048576 - Isoneutral Mixingpyhpc: CPU - PyTorch - 4194304 - Equation of Statepyhpc: CPU - PyTorch - 4194304 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 16384 - Equation of Statepyhpc: CPU - TensorFlow - 65536 - Equation of Statepyhpc: CPU - TensorFlow - 262144 - Equation of Statepyhpc: CPU - TensorFlow - 1048576 - Equation of Statepyhpc: CPU - TensorFlow - 4194304 - Equation of Statepyhpc: CPU - TensorFlow - 4194304 - Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -234299501924520240.0040.0170.0010.0390.0110.1830.040.9110.0010.0050.0050.0230.0040.0090.0180.0380.0020.0060.0070.0270.0170.0890.0710.1480.0240.1010.0710.3970.2891.6470.3120.6681.5782.820.0060.0020.0220.0970.4670.3961.9880.0060.0840.0270.4260.1121.9680.0010.0020.0080.0360.162225491784020470.0040.0160.0010.040.0110.1830.040.910.0010.0050.0050.0230.0040.0090.0190.0380.0020.0060.0070.0270.0170.0890.0720.150.0240.1010.0710.3960.281.6450.2980.6691.5642.8180.0010.0060.0020.0220.0970.4650.3951.9850.0070.0840.0290.4250.1091.8580.0010.0020.0080.0360.163310331777320310.0040.0160.0010.0410.0110.1830.0410.9160.0010.0050.0050.0230.0040.0090.0190.0380.0020.0060.0070.0270.0170.0880.0720.1510.0240.1050.0710.3970.2811.6440.2960.6691.5762.830.0010.0060.0020.0220.0990.4690.38420.0060.0850.0270.4210.1121.930.0010.0020.0080.0370.161220401931326220.0040.0160.0010.040.0110.1830.0390.9130.0010.0050.0050.0230.0040.0090.0190.0380.0020.0060.0070.0270.0170.0880.0720.1490.0240.1020.0710.3950.2811.6430.2970.6811.5602.8110.0010.0060.0020.0220.0990.4680.3901.9810.0060.0850.0270.4220.1131.8770.0010.0020.0080.0360.161OpenBenchmarking.org

ONNX Runtime

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: yolov4 - Device: CPU3Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2470140210280350SE +/- 2.25, N = 33102992252201. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: fcn-resnet101-11 - Device: CPUIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2431122334455SE +/- 2.36, N = 12504940331. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: shufflenet-v2-10 - Device: CPU4Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -234K8K12K16K20KSE +/- 451.10, N = 12193131924517840177731. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: super-resolution-10 - Device: CPU423Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -6001200180024003000SE +/- 115.43, N = 1226222047203120241. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -: Test failed to run.

2: Test failed to run.

3: Test failed to run.

4: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00090.00180.00270.00360.0045SE +/- 0.000, N = 30.0040.0040.0040.004

Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -: Test failed to run.

2: Test failed to run.

3: Test failed to run.

4: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00380.00760.01140.01520.019SE +/- 0.000, N = 150.0160.0160.0160.017

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2430.00920.01840.02760.03680.046SE +/- 0.000, N = 30.0390.0400.0400.041

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00250.0050.00750.010.0125SE +/- 0.000, N = 30.0110.0110.0110.011

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.04120.08240.12360.16480.206SE +/- 0.001, N = 30.1830.1830.1830.183

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State4Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -230.00920.01840.02760.03680.046SE +/- 0.000, N = 30.0390.0400.0400.041

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing2Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -430.20610.41220.61830.82441.0305SE +/- 0.001, N = 30.9100.9110.9130.916

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.0010.001

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0050.0050.0050.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0050.0050.0050.005

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00520.01040.01560.02080.026SE +/- 0.000, N = 30.0230.0230.0230.023

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00090.00180.00270.00360.0045SE +/- 0.000, N = 30.0040.0040.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.0020.0040.0060.0080.01SE +/- 0.000, N = 30.0090.0090.0090.009

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00430.00860.01290.01720.0215SE +/- 0.000, N = 30.0180.0190.0190.019

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00860.01720.02580.03440.043SE +/- 0.000, N = 30.0380.0380.0380.038

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.0020.0020.0020.002

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00140.00280.00420.00560.007SE +/- 0.000, N = 30.0060.0060.0060.006

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00160.00320.00480.00640.008SE +/- 0.000, N = 150.0070.0070.0070.007

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00610.01220.01830.02440.0305SE +/- 0.000, N = 30.0270.0270.0270.027

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00380.00760.01140.01520.019SE +/- 0.000, N = 30.0170.0170.0170.017

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing34Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -20.020.040.060.080.1SE +/- 0.000, N = 30.0880.0880.0890.089

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.01620.03240.04860.06480.081SE +/- 0.000, N = 30.0710.0720.0720.072

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -4230.0340.0680.1020.1360.17SE +/- 0.001, N = 30.1480.1490.1500.151

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00540.01080.01620.02160.027SE +/- 0.000, N = 30.0240.0240.0240.024

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2430.02360.04720.07080.09440.118SE +/- 0.000, N = 30.1010.1010.1020.105

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.0160.0320.0480.0640.08SE +/- 0.000, N = 30.0710.0710.0710.071

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing42Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -30.08930.17860.26790.35720.4465SE +/- 0.000, N = 30.3950.3960.3970.397

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.0650.130.1950.260.325SE +/- 0.000, N = 30.2800.2810.2810.289

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing432Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.37060.74121.11181.48241.853SE +/- 0.000, N = 31.6431.6441.6451.647

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State342Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.07020.14040.21060.28080.351SE +/- 0.001, N = 30.2960.2970.2980.312

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.15320.30640.45960.61280.766SE +/- 0.010, N = 30.6680.6690.6690.681

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State423Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.35510.71021.06531.42041.7755SE +/- 0.001, N = 31.5601.5641.5761.578

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing42Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -30.63681.27361.91042.54723.184SE +/- 0.002, N = 32.8112.8182.8202.830

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State2340.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.001

Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00140.00280.00420.00560.007SE +/- 0.000, N = 30.0060.0060.0060.006

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.0020.0020.0020.002

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.0050.010.0150.020.025SE +/- 0.000, N = 30.0220.0220.0220.022

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.02230.04460.06690.08920.1115SE +/- 0.001, N = 30.0970.0970.0990.099

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing2Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -430.10550.2110.31650.4220.5275SE +/- 0.001, N = 30.4650.4670.4680.469

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State342Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.08910.17820.26730.35640.4455SE +/- 0.001, N = 30.3840.3900.3950.396

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing42Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -30.450.91.351.82.25SE +/- 0.000, N = 31.9811.9851.9882.000

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -3420.00160.00320.00480.00640.008SE +/- 0.000, N = 150.0060.0060.0060.007

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral MixingIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.01910.03820.05730.07640.0955SE +/- 0.001, N = 30.0840.0840.0850.085

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -3420.00650.0130.01950.0260.0325SE +/- 0.000, N = 30.0270.0270.0270.029

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing342Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.09590.19180.28770.38360.4795SE +/- 0.001, N = 30.4210.4220.4250.426

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State2Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -340.02540.05080.07620.10160.127SE +/- 0.001, N = 150.1090.1120.1120.113

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing243Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.44280.88561.32841.77122.214SE +/- 0.015, N = 31.8581.8771.9301.968

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.0010.001

Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -: Test failed to run.

2: Test failed to run.

3: Test failed to run.

4: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00050.0010.00150.0020.0025SE +/- 0.000, N = 150.0020.0020.0020.002

Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -: Test failed to run.

2: Test failed to run.

3: Test failed to run.

4: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2340.00180.00360.00540.00720.009SE +/- 0.000, N = 30.0080.0080.0080.008

Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -: Test failed to run.

2: Test failed to run.

3: Test failed to run.

4: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of StateIntel Core i7-10700T - Intel UHD 630 CML GT2 3GB -2430.00830.01660.02490.03320.0415SE +/- 0.000, N = 30.0360.0360.0360.037

Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -: Test failed to run.

2: Test failed to run.

3: Test failed to run.

4: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State34Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -20.03670.07340.11010.14680.1835SE +/- 0.000, N = 30.1610.1610.1620.163

Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing

Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -: Test failed to run.

2: Test failed to run.

3: Test failed to run.

4: Test failed to run.

57 Results Shown

ONNX Runtime:
  yolov4 - CPU
  fcn-resnet101-11 - CPU
  shufflenet-v2-10 - CPU
  super-resolution-10 - CPU
PyHPC Benchmarks:
  CPU - JAX - 16384 - Isoneutral Mixing
  CPU - JAX - 65536 - Isoneutral Mixing
  CPU - JAX - 262144 - Equation of State
  CPU - JAX - 262144 - Isoneutral Mixing
  CPU - JAX - 1048576 - Equation of State
  CPU - JAX - 1048576 - Isoneutral Mixing
  CPU - JAX - 4194304 - Equation of State
  CPU - JAX - 4194304 - Isoneutral Mixing
  CPU - Numba - 16384 - Equation of State
  CPU - Numba - 16384 - Isoneutral Mixing
  CPU - Numba - 65536 - Equation of State
  CPU - Numba - 65536 - Isoneutral Mixing
  CPU - Numpy - 16384 - Equation of State
  CPU - Numpy - 16384 - Isoneutral Mixing
  CPU - Numpy - 65536 - Equation of State
  CPU - Numpy - 65536 - Isoneutral Mixing
  CPU - Aesara - 16384 - Equation of State
  CPU - Aesara - 16384 - Isoneutral Mixing
  CPU - Aesara - 65536 - Equation of State
  CPU - Aesara - 65536 - Isoneutral Mixing
  CPU - Numba - 262144 - Equation of State
  CPU - Numba - 262144 - Isoneutral Mixing
  CPU - Numpy - 262144 - Equation of State
  CPU - Numpy - 262144 - Isoneutral Mixing
  CPU - Aesara - 262144 - Equation of State
  CPU - Aesara - 262144 - Isoneutral Mixing
  CPU - Numba - 1048576 - Equation of State
  CPU - Numba - 1048576 - Isoneutral Mixing
  CPU - Numba - 4194304 - Equation of State
  CPU - Numba - 4194304 - Isoneutral Mixing
  CPU - Numpy - 1048576 - Equation of State
  CPU - Numpy - 1048576 - Isoneutral Mixing
  CPU - Numpy - 4194304 - Equation of State
  CPU - Numpy - 4194304 - Isoneutral Mixing
  CPU - PyTorch - 16384 - Equation of State
  CPU - PyTorch - 16384 - Isoneutral Mixing
  CPU - PyTorch - 65536 - Equation of State
  CPU - PyTorch - 65536 - Isoneutral Mixing
  CPU - Aesara - 1048576 - Equation of State
  CPU - Aesara - 1048576 - Isoneutral Mixing
  CPU - Aesara - 4194304 - Equation of State
  CPU - Aesara - 4194304 - Isoneutral Mixing
  CPU - PyTorch - 262144 - Equation of State
  CPU - PyTorch - 262144 - Isoneutral Mixing
  CPU - PyTorch - 1048576 - Equation of State
  CPU - PyTorch - 1048576 - Isoneutral Mixing
  CPU - PyTorch - 4194304 - Equation of State
  CPU - PyTorch - 4194304 - Isoneutral Mixing
  CPU - TensorFlow - 16384 - Equation of State
  CPU - TensorFlow - 65536 - Equation of State
  CPU - TensorFlow - 262144 - Equation of State
  CPU - TensorFlow - 1048576 - Equation of State
  CPU - TensorFlow - 4194304 - Equation of State