HPC benchmark

Intel Core i7-12700K testing with a MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.15 BIOS) and Gigabyte AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 on Pop 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 2112076-TJ-2112065TJ40
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

Bioinformatics 2 Tests
C/C++ Compiler Tests 3 Tests
CPU Massive 13 Tests
Creator Workloads 2 Tests
Fortran Tests 4 Tests
HPC - High Performance Computing 35 Tests
Linear Algebra 2 Tests
Machine Learning 17 Tests
Molecular Dynamics 5 Tests
MPI Benchmarks 2 Tests
Multi-Core 5 Tests
NVIDIA GPU Compute 4 Tests
OpenCL 2 Tests
OpenMPI Tests 5 Tests
Programmer / Developer System Benchmarks 2 Tests
Python 5 Tests
Scientific Computing 14 Tests
Server CPU Tests 6 Tests
Single-Threaded 3 Tests
Speech 2 Tests
Telephony 2 Tests
Common Workstation Benchmarks 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs

Additional Graphs

Show Perf Per Core/Thread Calculation Graphs Where Applicable

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Intel Core i7-12700k Golden Cove Pcore AVX512 DDR4 3200 CL 15 16 16 36 RX 5600xt
December 05 2021
  14 Hours, 26 Minutes
Intel Core i7-12700k Golden Cove Pcore ONLY no AVX512 DDR4 3200 CL 15 16 16 36 RX 5600xt
December 06 2021
  13 Hours, 59 Minutes
Intel Core i7-12700k Golden Cove Pcore + Gracemont Ecore DDR4 3200 CL 15 16 16 36 RX 5600xt
December 06 2021
  15 Hours, 56 Minutes
Invert Hiding All Results Option
  14 Hours, 47 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

HPC benchmark Intel Core i7-12700K testing with a MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.15 BIOS) and Gigabyte AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 on Pop 21.04 via the Phoronix Test Suite. ,,"Intel Core i7-12700k Golden Cove Pcore AVX512 DDR4 3200 CL 15 16 16 36 RX 5600xt ","Intel Core i7-12700k Golden Cove Pcore ONLY no AVX512 DDR4 3200 CL 15 16 16 36 RX 5600xt","Intel Core i7-12700k Golden Cove Pcore + Gracemont Ecore DDR4 3200 CL 15 16 16 36 RX 5600xt" Processor,,Intel Core i7-12700K @ 6.30GHz (8 Cores / 16 Threads),Intel Core i7-12700K @ 6.30GHz (8 Cores / 16 Threads),Intel Core i7-12700K @ 6.30GHz (12 Cores / 20 Threads) Motherboard,,MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.15 BIOS),MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.15 BIOS),MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.15 BIOS) Chipset,,Intel Device 7aa7,Intel Device 7aa7,Intel Device 7aa7 Memory,,32GB,32GB,32GB Disk,,500GB Western Digital WDS500G2B0C-00PXH0 + 3 x 10001GB Seagate ST10000DM0004-1Z + 128GB HP SSD S700 Pro,500GB Western Digital WDS500G2B0C-00PXH0 + 3 x 10001GB Seagate ST10000DM0004-1Z + 128GB HP SSD S700 Pro,500GB Western Digital WDS500G2B0C-00PXH0 + 3 x 10001GB Seagate ST10000DM0004-1Z + 128GB HP SSD S700 Pro Graphics,,Gigabyte AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 (1650/750MHz),Gigabyte AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 (1650/750MHz),Gigabyte AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 (1650/750MHz) Audio,,Realtek ALC897,Realtek ALC897,Realtek ALC897 Monitor,,LG HDR WQHD,LG HDR WQHD,LG HDR WQHD Network,,Intel I225-V,Intel I225-V,Intel I225-V OS,,Pop 21.04,Pop 21.04,Pop 21.04 Kernel,,5.15.5-76051505-generic (x86_64),5.15.5-76051505-generic (x86_64),5.15.5-76051505-generic (x86_64) Desktop,,GNOME Shell 3.38.4,GNOME Shell 3.38.4,GNOME Shell 3.38.4 Display Server,,X Server 1.20.11,X Server 1.20.11,X Server 1.20.11 OpenGL,,4.6 Mesa 21.3.0-devel (LLVM 12.0.1),4.6 Mesa 21.3.0-devel (LLVM 12.0.1),4.6 Mesa 21.3.0-devel (LLVM 12.0.1) OpenCL,,OpenCL 1.2 Intel FPGA SDK for OpenCL 20.3 + OpenCL 3.0 LINUX + OpenCL 2.2 AMD-APP (3361.0),OpenCL 1.2 Intel FPGA SDK for OpenCL 20.3 + OpenCL 3.0 LINUX + OpenCL 2.2 AMD-APP (3361.0),OpenCL 1.2 Intel FPGA SDK for OpenCL 20.3 + OpenCL 3.0 LINUX + OpenCL 2.2 AMD-APP (3361.0) Vulkan,,1.2.182,1.2.182,1.2.182 Compiler,,GCC 10.3.0 + Intel oneAPI DPC++/C++ Compiler 2021.4.0 (2021.4.0.20210924) + ICC 2021.4.0 20210910 + CUDA 10.2,GCC 10.3.0 + Intel oneAPI DPC++/C++ Compiler 2021.4.0 (2021.4.0.20210924) + ICC 2021.4.0 20210910 + CUDA 10.2,GCC 10.3.0 + Intel oneAPI DPC++/C++ Compiler 2021.4.0 (2021.4.0.20210924) + ICC 2021.4.0 20210910 + CUDA 10.2 File-System,,ext4,ext4,ext4 Screen Resolution,,3440x1440,3440x1440,3440x1440 ,,"Intel Core i7-12700k Golden Cove Pcore AVX512 DDR4 3200 CL 15 16 16 36 RX 5600xt ","Intel Core i7-12700k Golden Cove Pcore ONLY no AVX512 DDR4 3200 CL 15 16 16 36 RX 5600xt","Intel Core i7-12700k Golden Cove Pcore + Gracemont Ecore DDR4 3200 CL 15 16 16 36 RX 5600xt" "Darmstadt Automotive Parallel Heterogeneous Suite - Backend: OpenMP - Kernel: NDT Mapping (Test Cases/min)",HIB,1008.65,993.75,821.38 "Darmstadt Automotive Parallel Heterogeneous Suite - Backend: OpenCL - Kernel: Points2Image (Test Cases/min)",HIB,15525.664613677,15404.277700861,15539.073739801 "Darmstadt Automotive Parallel Heterogeneous Suite - Backend: OpenMP - Kernel: Points2Image (Test Cases/min)",HIB,32570.157710805,25089.993604089,26580.090189963 "Darmstadt Automotive Parallel Heterogeneous Suite - Backend: OpenMP - Kernel: Euclidean Cluster (Test Cases/min)",HIB,1615.65,1355.37,1439.63 "FFTW - Build: Stock - Size: 1D FFT Size 32 (Mflops)",HIB,22739,23117,23240 "FFTW - Build: Stock - Size: 2D FFT Size 32 (Mflops)",HIB,22796,23477,23622 "FFTW - Build: Stock - Size: 1D FFT Size 4096 (Mflops)",HIB,18379,18279,17876 "FFTW - Build: Stock - Size: 2D FFT Size 4096 (Mflops)",HIB,12945,13568,13494 "FFTW - Build: Float + SSE - Size: 1D FFT Size 32 (Mflops)",HIB,30059,30047,29780 "FFTW - Build: Float + SSE - Size: 2D FFT Size 32 (Mflops)",HIB,79668,75886,75032 "FFTW - Build: Float + SSE - Size: 1D FFT Size 4096 (Mflops)",HIB,100155,80667,78573 "FFTW - Build: Float + SSE - Size: 2D FFT Size 4096 (Mflops)",HIB,40789,42516,43336 "Timed MAFFT Alignment - Multiple Sequence Alignment - LSU RNA (sec)",LIB,7.915,8.013,8.183 "Himeno Benchmark - Poisson Pressure Solver (MFLOPS)",HIB,10224.564685,9116.455509,9209.748838 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: CPU (FPS)",HIB,22.29,19.23,19.57 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU (FPS)",HIB,8.52,8.32,8.41 "Numenta Anomaly Benchmark - Detector: EXPoSE (sec)",LIB,30.297,32.206,33.561 "Numenta Anomaly Benchmark - Detector: Relative Entropy (sec)",LIB,12.832,13.275,14.741 "Numenta Anomaly Benchmark - Detector: Windowed Gaussian (sec)",LIB,8.147,8.553,8.108 "Numenta Anomaly Benchmark - Detector: Earthgecko Skyline (sec)",LIB,83.156,88.963,80.683 "Numenta Anomaly Benchmark - Detector: Bayesian Changepoint (sec)",LIB,24.892,27.251,29.514 "Scikit-Learn - (sec)",LIB,4.883,5.069,8.193 "R Benchmark - (sec)",LIB,0.1070,0.1096,0.1097 "Numpy Benchmark - (Score)",HIB,565.28,558.72,422.78 "CloverLeaf - Lagrangian-Eulerian Hydrodynamics (sec)",LIB,186.74,191.33,138.33 "Dolfyn - Computational Fluid Dynamics (sec)",LIB,11.158,11.042,11.057 "GNU Octave Benchmark - (sec)",LIB,5.166,5.108,5.069 "DeepSpeech - Acceleration: CPU (sec)",LIB,49.07625,54.54775,65.95657 "RNNoise - (sec)",LIB,17.513,16.792,16.524 "AI Benchmark Alpha - Device Inference Score (Score)",HIB,1646,1533,1644 "AI Benchmark Alpha - Device Training Score (Score)",HIB,1569,1450,1402 "AI Benchmark Alpha - Device AI Score (Score)",HIB,3215,2983,3046 "ECP-CANDLE - Benchmark: P1B2 (sec)",LIB,31.787,28.405,28.693 "ECP-CANDLE - Benchmark: P3B1 (sec)",LIB,794.258,918.197,887.14 "ECP-CANDLE - Benchmark: P3B2 (sec)",LIB,403.484,401.56,409.434 "Mobile Neural Network - Model: mobilenetV3 (ms)",LIB,1.113,1.237,1.261 "Mobile Neural Network - Model: squeezenetv1.1 (ms)",LIB,2.264,2.559,2.865 "Mobile Neural Network - Model: resnet-v2-50 (ms)",LIB,16.694,18.461,22.622 "Mobile Neural Network - Model: SqueezeNetV1.0 (ms)",LIB,3.590,4.060,4.640 "Mobile Neural Network - Model: MobileNetV2_224 (ms)",LIB,1.892,2.217,2.565 "Mobile Neural Network - Model: mobilenet-v1-1.0 (ms)",LIB,1.749,2.054,2.613 "Mobile Neural Network - Model: inception-v3 (ms)",LIB,23.277,25.231,26.687 "ONNX Runtime - Model: yolov4 - Device: CPU (Inferences/min)",HIB,469,460,520 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU (Inferences/min)",HIB,74,68,80 "ONNX Runtime - Model: shufflenet-v2-10 - Device: CPU (Inferences/min)",HIB,40688,42897,45034 "ONNX Runtime - Model: super-resolution-10 - Device: CPU (Inferences/min)",HIB,4662,4417,4579 "OpenCV - Test: DNN - Deep Neural Network (ms)",LIB,66637,91035,52247 "TensorFlow Lite - Model: SqueezeNet (us)",LIB,141138,159253,109893 "TensorFlow Lite - Model: Inception V4 (us)",LIB,2024680,2213513,1564193 "TensorFlow Lite - Model: NASNet Mobile (us)",LIB,126721,154285,89096.6 "TensorFlow Lite - Model: Mobilenet Float (us)",LIB,95569.3,93959.4,74706.9 "TensorFlow Lite - Model: Mobilenet Quant (us)",LIB,99378.6,97487.4,78810.5 "TensorFlow Lite - Model: Inception ResNet V2 (us)",LIB,1837950,1801520,1413363 "TNN - Target: CPU - Model: DenseNet (ms)",LIB,2719.820,2854.854,3987.715 "TNN - Target: CPU - Model: MobileNet v2 (ms)",LIB,224.710,262.514,486.558 "TNN - Target: CPU - Model: SqueezeNet v2 (ms)",LIB,45.898,46.588,45.500 "TNN - Target: CPU - Model: SqueezeNet v1.1 (ms)",LIB,235.526,237.601,230.459 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: S3D (GFLOPS)",HIB,12.2422,13.6588,13.9616 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Triad (GB/s)",HIB,15.6282,18.3795,18.4348 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS)",HIB,87.6173,98.1365,101.122 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Reduction (GB/s)",HIB,21.2083,17.9097,16.8136 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: GEMM SGEMM_N (GFLOPS)",HIB,284.989,254.597,228.412 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Max SP Flops (GFLOPS)",HIB,1667232,1542874,1581543 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Bus Speed Download (GB/s)",HIB,30.5438,38.5258,35.1906 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Bus Speed Readback (GB/s)",HIB,31.3126,38.4318,36.0449 "NCNN - Target: CPU - Model: mobilenet (ms)",LIB,9.07,10.74,11.06 "NCNN - Target: CPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,2.38,2.98,3.10 "NCNN - Target: CPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,2.17,2.74,2.75 "NCNN - Target: CPU - Model: shufflenet-v2 (ms)",LIB,2.39,3.16,2.67 "NCNN - Target: CPU - Model: mnasnet (ms)",LIB,2.12,2.72,2.88 "NCNN - Target: CPU - Model: efficientnet-b0 (ms)",LIB,3.37,4.35,4.47 "NCNN - Target: CPU - Model: blazeface (ms)",LIB,1.02,1.21,1.21 "NCNN - Target: CPU - Model: googlenet (ms)",LIB,9.00,10.43,10.34 "NCNN - Target: CPU - Model: vgg16 (ms)",LIB,37.73,43.97,40.61 "NCNN - Target: CPU - Model: resnet18 (ms)",LIB,10.37,13.24,11.74 "NCNN - Target: CPU - Model: alexnet (ms)",LIB,9.29,10.64,11.23 "NCNN - Target: CPU - Model: resnet50 (ms)",LIB,16.38,19.41,20.01 "NCNN - Target: CPU - Model: yolov4-tiny (ms)",LIB,15.34,17.33,17.62 "NCNN - Target: CPU - Model: squeezenet_ssd (ms)",LIB,13.41,15.89,14.85 "NCNN - Target: CPU - Model: regnety_400m (ms)",LIB,5.55,7.44,6.80 "NCNN - Target: Vulkan GPU - Model: mobilenet (ms)",LIB,6.86,7.40,6.72 "NCNN - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,3.19,4.05,2.61 "NCNN - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,4.02,4.76,3.64 "NCNN - Target: Vulkan GPU - Model: shufflenet-v2 (ms)",LIB,2.68,3.65,2.07 "NCNN - Target: Vulkan GPU - Model: mnasnet (ms)",LIB,3.40,4.27,2.72 "NCNN - Target: Vulkan GPU - Model: efficientnet-b0 (ms)",LIB,7.72,9.34,7.65 "NCNN - Target: Vulkan GPU - Model: blazeface (ms)",LIB,1.69,2.71,1.43 "NCNN - Target: Vulkan GPU - Model: googlenet (ms)",LIB,5.41,7.09,5.10 "NCNN - Target: Vulkan GPU - Model: vgg16 (ms)",LIB,17.58,19.80,16.96 "NCNN - Target: Vulkan GPU - Model: resnet18 (ms)",LIB,3.04,3.96,2.34 "NCNN - Target: Vulkan GPU - Model: alexnet (ms)",LIB,6.69,6.84,6.41 "NCNN - Target: Vulkan GPU - Model: resnet50 (ms)",LIB,6.64,7.46,6.11 "NCNN - Target: Vulkan GPU - Model: yolov4-tiny (ms)",LIB,8.16,10.03,8.14 "NCNN - Target: Vulkan GPU - Model: squeezenet_ssd (ms)",LIB,4.63,4.73,4.30 "NCNN - Target: Vulkan GPU - Model: regnety_400m (ms)",LIB,4.28,5.83,3.71 "Mlpack Benchmark - Benchmark: scikit_ica (sec)",LIB,12.39,12.02,14.58 "Mlpack Benchmark - Benchmark: scikit_qda (sec)",LIB,95.97,96.46,109.65 "Mlpack Benchmark - Benchmark: scikit_svm (sec)",LIB,6.95,7.19,13.06 "Mlpack Benchmark - Benchmark: scikit_linearridgeregression (sec)",LIB,1.53,1.64,2.29 "Parboil - Test: OpenMP LBM (sec)",LIB,125.071714,115.216647,112.276179 "Parboil - Test: OpenMP CUTCP (sec)",LIB,3.344243,3.280331,2.629929 "Parboil - Test: OpenMP Stencil (sec)",LIB,17.610509,15.381602,17.882286 "Parboil - Test: OpenMP MRI Gridding (sec)",LIB,51.497636,48.269881,56.645959 "NAMD - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,1.26329,1.14364,0.94957 "ASKAP - Test: tConvolve MT - Gridding (Million Grid Points/sec)",HIB,1255.80,1231.73,1171.04 "ASKAP - Test: tConvolve MT - Degridding (Million Grid Points/sec)",HIB,2004.44,1966.15,1970.57 "ASKAP - Test: tConvolve OpenMP - Gridding (Million Grid Points/sec)",HIB,1484.83,1826.95,1584.97 "ASKAP - Test: tConvolve OpenMP - Degridding (Million Grid Points/sec)",HIB,2812.63,3423.09,2873.34 "ASKAP - Test: Hogbom Clean OpenMP (Iterations/sec)",HIB,253.548,243.796,255.322 "ArrayFire - Test: BLAS CPU (GFLOPS)",HIB,1178.75,1140.35,700.104 "ACES DGEMM - Sustained Floating-Point Rate (GFLOP/s)",HIB,4.723792,4.909597,5.205018 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.002,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,,,0.001 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.011,0.010,0.013 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.028,0.027,0.034 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.008,0.007,0.009 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.134,0.134,0.170 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.030,0.028,0.037 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,0.637,0.644,0.779 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.003,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.012,0.011,0.011 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.004,0.005,0.005 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.013,0.013,0.014 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.021,0.024,0.024 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.004,0.003,0.004 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.003,0.003,0.003 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.017,0.016,0.016 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.009,0.009,0.009 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.043,0.043,0.043 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.053,0.052,0.053 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.090,0.097,0.101 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.011,0.011,0.011 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.061,0.060,0.061 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.035,0.036,0.036 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.202,0.201,0.201 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.143,0.144,0.144 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,0.847,0.845,0.837 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.222,0.222,0.227 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.416,0.454,0.459 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,1.327,1.325,1.343 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.861,2.021,2.131 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.003,0.003,0.009 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.002,0.001,0.004 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.013,0.013,0.031 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.044,0.044,0.044 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.293,0.290,0.290 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.175,0.178,0.179 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.299,1.301,1.299 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.005,0.004,0.013 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.052,0.054,0.111 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.021,0.015,0.055 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.285,0.280,0.499 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.090,0.069,0.223 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.332,1.336,2.212 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.002,0.001,0.001 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.005,0.004,0.004 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.020,0.020,0.02 "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.095,0.094,0.093 "FFTE - Test: N=256, 1D Complex FFT Routine (MFLOPS)",HIB,55457.601517024,, "Kripke - (Throughput FoM)",HIB,76868693,72234187,76195000 "Nebular Empirical Analysis Tool - (sec)",LIB,26.980,26.677,25.676 "miniFE - Problem Size: Small (CG Mflops)",HIB,5458.44,6321.61,5932.11 "CP2K Molecular Dynamics - Input: Fayalite-FIST (sec)",LIB,382.83,403.729,398.301