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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.

HTML result view exported from: https://openbenchmarking.org/result/2110307-TJ-FRI08518553&grt&sro.

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

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

Model: yolov4 - Device: CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: yolov4 - Device: CPU234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -70140210280350SE +/- 2.25, N = 32253102202991. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

ONNX Runtime

Model: fcn-resnet101-11 - Device: CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: fcn-resnet101-11 - Device: CPU234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -1122334455SE +/- 2.36, N = 12493340501. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

ONNX Runtime

Model: shufflenet-v2-10 - Device: CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: shufflenet-v2-10 - Device: CPU234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -4K8K12K16K20KSE +/- 451.10, N = 12178401777319313192451. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

ONNX Runtime

Model: super-resolution-10 - Device: CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: super-resolution-10 - Device: CPU234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -6001200180024003000SE +/- 115.43, N = 1220472031262220241. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt -pthread -lpthread

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00090.00180.00270.00360.0045SE +/- 0.000, N = 30.0040.0040.0040.004

PyHPC Benchmarks

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

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

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.0010.001

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00920.01840.02760.03680.046SE +/- 0.000, N = 30.0400.0410.0400.039

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00250.0050.00750.010.0125SE +/- 0.000, N = 30.0110.0110.0110.011

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.04120.08240.12360.16480.206SE +/- 0.001, N = 30.1830.1830.1830.183

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00920.01840.02760.03680.046SE +/- 0.000, N = 30.0400.0410.0390.040

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.20610.41220.61830.82441.0305SE +/- 0.001, N = 30.9100.9160.9130.911

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.0010.001

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0050.0050.0050.005

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00110.00220.00330.00440.0055SE +/- 0.000, N = 30.0050.0050.0050.005

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00520.01040.01560.02080.026SE +/- 0.000, N = 30.0230.0230.0230.023

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00090.00180.00270.00360.0045SE +/- 0.000, N = 30.0040.0040.0040.004

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.0020.0040.0060.0080.01SE +/- 0.000, N = 30.0090.0090.0090.009

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00430.00860.01290.01720.0215SE +/- 0.000, N = 30.0190.0190.0190.018

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00860.01720.02580.03440.043SE +/- 0.000, N = 30.0380.0380.0380.038

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.0020.0020.0020.002

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00140.00280.00420.00560.007SE +/- 0.000, N = 30.0060.0060.0060.006

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00160.00320.00480.00640.008SE +/- 0.000, N = 150.0070.0070.0070.007

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00610.01220.01830.02440.0305SE +/- 0.000, N = 30.0270.0270.0270.027

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00380.00760.01140.01520.019SE +/- 0.000, N = 30.0170.0170.0170.017

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.020.040.060.080.1SE +/- 0.000, N = 30.0890.0880.0880.089

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.01620.03240.04860.06480.081SE +/- 0.000, N = 30.0720.0720.0720.071

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.0340.0680.1020.1360.17SE +/- 0.001, N = 30.1500.1510.1490.148

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00540.01080.01620.02160.027SE +/- 0.000, N = 30.0240.0240.0240.024

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.02360.04720.07080.09440.118SE +/- 0.000, N = 30.1010.1050.1020.101

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.0160.0320.0480.0640.08SE +/- 0.000, N = 30.0710.0710.0710.071

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.08930.17860.26790.35720.4465SE +/- 0.000, N = 30.3960.3970.3950.397

PyHPC Benchmarks

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State

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

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.37060.74121.11181.48241.853SE +/- 0.000, N = 31.6451.6441.6431.647

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.07020.14040.21060.28080.351SE +/- 0.001, N = 30.2980.2960.2970.312

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.15320.30640.45960.61280.766SE +/- 0.010, N = 30.6690.6690.6810.668

PyHPC Benchmarks

Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.35510.71021.06531.42041.7755SE +/- 0.001, N = 31.5641.5761.5601.578

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.63681.27361.91042.54723.184SE +/- 0.002, N = 32.8182.8302.8112.820

PyHPC Benchmarks

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

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

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00140.00280.00420.00560.007SE +/- 0.000, N = 30.0060.0060.0060.006

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.0020.0020.0020.002

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.0050.010.0150.020.025SE +/- 0.000, N = 30.0220.0220.0220.022

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.02230.04460.06690.08920.1115SE +/- 0.001, N = 30.0970.0990.0990.097

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.10550.2110.31650.4220.5275SE +/- 0.001, N = 30.4650.4690.4680.467

PyHPC Benchmarks

Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.08910.17820.26730.35640.4455SE +/- 0.001, N = 30.3950.3840.3900.396

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.450.91.351.82.25SE +/- 0.000, N = 31.9852.0001.9811.988

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00160.00320.00480.00640.008SE +/- 0.000, N = 150.0070.0060.0060.006

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.01910.03820.05730.07640.0955SE +/- 0.001, N = 30.0840.0850.0850.084

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00650.0130.01950.0260.0325SE +/- 0.000, N = 30.0290.0270.0270.027

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.09590.19180.28770.38360.4795SE +/- 0.001, N = 30.4250.4210.4220.426

PyHPC Benchmarks

Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.02540.05080.07620.10160.127SE +/- 0.001, N = 150.1090.1120.1130.112

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.44280.88561.32841.77122.214SE +/- 0.015, N = 31.8581.9301.8771.968

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00020.00040.00060.00080.001SE +/- 0.000, N = 30.0010.0010.0010.001

PyHPC Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00050.0010.00150.0020.0025SE +/- 0.000, N = 150.0020.0020.0020.002

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00180.00360.00540.00720.009SE +/- 0.000, N = 30.0080.0080.0080.008

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.00830.01660.02490.03320.0415SE +/- 0.000, N = 30.0360.0370.0360.036

PyHPC Benchmarks

Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State234Intel Core i7-10700T - Intel UHD 630 CML GT2 3GB -0.03670.07340.11010.14680.1835SE +/- 0.000, N = 30.1630.1610.1610.162


Phoronix Test Suite v10.8.4