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
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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

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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
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  14 Hours, 47 Minutes

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HPC benchmark Suite 1.0.0 System Test suite extracted from HPC benchmark. pts/fftw-1.2.0 fftw-mr/tests/bench --time-repeat 100 -opatient ibc4096x4096 Build: Float + SSE - Size: 2D FFT Size 4096 pts/cloverleaf-1.1.0 Lagrangian-Eulerian Hydrodynamics pts/plaidml-1.0.4 --no-fp16 --no-train resnet50 CPU FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU pts/tnn-1.1.0 -dt NAIVE -mp ../benchmark/benchmark-model/densenet.tnnproto Target: CPU - Model: DenseNet pts/ai-benchmark-1.0.1 Device AI Score pts/ai-benchmark-1.0.1 Device Training Score pts/ai-benchmark-1.0.1 Device Inference Score pts/mnn-1.3.0 Model: inception-v3 pts/mnn-1.3.0 Model: mobilenet-v1-1.0 pts/mnn-1.3.0 Model: MobileNetV2_224 pts/mnn-1.3.0 Model: SqueezeNetV1.0 pts/mnn-1.3.0 Model: resnet-v2-50 pts/mnn-1.3.0 Model: squeezenetv1.1 pts/mnn-1.3.0 Model: mobilenetV3 pts/opencv-1.1.0 dnn Test: DNN - Deep Neural Network pts/ecp-candle-1.1.0 P3B1 Benchmark: P3B1 pts/parboil-1.2.1 mri-gridding omp_base small Test: OpenMP MRI Gridding pts/ncnn-1.3.0 -1 Target: CPU - Model: regnety_400m pts/ncnn-1.3.0 -1 Target: CPU - Model: squeezenet_ssd pts/ncnn-1.3.0 -1 Target: CPU - Model: yolov4-tiny pts/ncnn-1.3.0 -1 Target: CPU - Model: resnet50 pts/ncnn-1.3.0 -1 Target: CPU - Model: alexnet pts/ncnn-1.3.0 -1 Target: CPU - Model: resnet18 pts/ncnn-1.3.0 -1 Target: CPU - Model: vgg16 pts/ncnn-1.3.0 -1 Target: CPU - Model: googlenet pts/ncnn-1.3.0 -1 Target: CPU - Model: blazeface pts/ncnn-1.3.0 -1 Target: CPU - Model: efficientnet-b0 pts/ncnn-1.3.0 -1 Target: CPU - Model: mnasnet pts/ncnn-1.3.0 -1 Target: CPU - Model: shufflenet-v2 pts/ncnn-1.3.0 -1 Target: CPU-v3-v3 - Model: mobilenet-v3 pts/ncnn-1.3.0 -1 Target: CPU-v2-v2 - Model: mobilenet-v2 pts/ncnn-1.3.0 -1 Target: CPU - Model: mobilenet pts/onnx-1.3.0 yolov4/yolov4.onnx -e cpu Model: yolov4 - Device: CPU pts/pyhpc-3.0.0 --device cpu -b numpy -s 4194304 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing pts/fftw-1.2.0 fftw-stock/tests/bench --time-repeat 100 -opatient ibc4096x4096 Build: Stock - Size: 2D FFT Size 4096 pts/shoc-1.2.0 -opencl -benchmark MaxFlops Target: OpenCL - Benchmark: Max SP Flops pts/pyhpc-3.0.0 --device cpu -b pytorch -s 4194304 benchmarks/isoneutral_mixing/ Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing pts/onnx-1.3.0 fcn-resnet101-11/model.onnx -e cpu Model: fcn-resnet101-11 - Device: CPU pts/numpy-1.2.1 pts/mlpack-1.0.2 SCIKIT_LINEARRIDGEREGRESSION Benchmark: scikit_linearridgeregression pts/plaidml-1.0.4 --no-fp16 --no-train vgg16 CPU FP16: No - Mode: Inference - Network: VGG16 - Device: CPU pts/mlpack-1.0.2 SCIKIT_QDA Benchmark: scikit_qda pts/numenta-nab-1.1.0 -d bayesChangePt Detector: Bayesian Changepoint pts/ecp-candle-1.1.0 P3B2 Benchmark: P3B2 pts/cp2k-1.3.0 -i benchmarks/Fayalite-FIST/fayalite.inp Input: Fayalite-FIST pts/tensorflow-lite-1.0.0 --graph=nasnet_mobile.tflite Model: NASNet Mobile pts/pyhpc-3.0.0 --device cpu -b jax -s 65536 benchmarks/isoneutral_mixing/ Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing pts/onnx-1.3.0 model/test_shufflenetv2/model.onnx -e cpu Model: shufflenet-v2-10 - Device: CPU pts/onnx-1.3.0 super_resolution/super_resolution.onnx -e cpu Model: super-resolution-10 - Device: CPU pts/daphne-1.0.0 OpenMP points2image Backend: OpenMP - Kernel: Points2Image pts/parboil-1.2.1 lbm omp_cpu long Test: OpenMP LBM pts/daphne-1.0.0 OpenCl points2image Backend: OpenCL - Kernel: Points2Image pts/ncnn-1.3.0 Target: Vulkan GPU - Model: regnety_400m pts/ncnn-1.3.0 Target: Vulkan GPU - Model: squeezenet_ssd pts/ncnn-1.3.0 Target: Vulkan GPU - Model: yolov4-tiny pts/ncnn-1.3.0 Target: Vulkan GPU - Model: resnet50 pts/ncnn-1.3.0 Target: Vulkan GPU - Model: alexnet pts/ncnn-1.3.0 Target: Vulkan GPU - Model: resnet18 pts/ncnn-1.3.0 Target: Vulkan GPU - Model: vgg16 pts/ncnn-1.3.0 Target: Vulkan GPU - Model: googlenet pts/ncnn-1.3.0 Target: Vulkan GPU - Model: blazeface pts/ncnn-1.3.0 Target: Vulkan GPU - Model: efficientnet-b0 pts/ncnn-1.3.0 Target: Vulkan GPU - Model: mnasnet pts/ncnn-1.3.0 Target: Vulkan GPU - Model: shufflenet-v2 pts/ncnn-1.3.0 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 pts/ncnn-1.3.0 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 pts/ncnn-1.3.0 Target: Vulkan GPU - Model: mobilenet pts/tensorflow-lite-1.0.0 --graph=inception_v4.tflite Model: Inception V4 pts/shoc-1.2.0 -opencl -benchmark S3D Target: OpenCL - Benchmark: S3D pts/tensorflow-lite-1.0.0 --graph=inception_resnet_v2.tflite Model: Inception ResNet V2 pts/numenta-nab-1.1.0 -d earthgeckoSkyline Detector: Earthgecko Skyline pts/pyhpc-3.0.0 --device cpu -b pytorch -s 1048576 benchmarks/equation_of_state/ Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State pts/numenta-nab-1.1.0 -d expose Detector: EXPoSE pts/askap-2.1.0 tConvolveMT Test: tConvolve MT - Degridding pts/askap-2.1.0 tConvolveMT Test: tConvolve MT - Gridding pts/pyhpc-3.0.0 --device cpu -b aesara -s 4194304 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b tensorflow -s 1048576 benchmarks/equation_of_state/ Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State pts/namd-1.2.1 ATPase Simulation - 327,506 Atoms pts/neat-1.1.0 pts/tensorflow-lite-1.0.0 --graph=squeezenet.tflite Model: SqueezeNet pts/pyhpc-3.0.0 --device cpu -b pytorch -s 4194304 benchmarks/equation_of_state/ Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State pts/tensorflow-lite-1.0.0 --graph=mobilenet_v1_1.0_224.tflite Model: Mobilenet Float pts/tensorflow-lite-1.0.0 --graph=mobilenet_v1_1.0_224_quant.tflite Model: Mobilenet Quant pts/pyhpc-3.0.0 --device cpu -b jax -s 4194304 benchmarks/isoneutral_mixing/ Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing pts/daphne-1.0.0 OpenMP euclidean_cluster Backend: OpenMP - Kernel: Euclidean Cluster pts/pyhpc-3.0.0 --device cpu -b tensorflow -s 65536 benchmarks/equation_of_state/ Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State pts/himeno-1.3.0 Poisson Pressure Solver pts/pyhpc-3.0.0 --device cpu -b jax -s 262144 benchmarks/isoneutral_mixing/ Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing pts/daphne-1.0.0 OpenMP ndt_mapping Backend: OpenMP - Kernel: NDT Mapping pts/pyhpc-3.0.0 --device cpu -b aesara -s 65536 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b pytorch -s 65536 benchmarks/isoneutral_mixing/ Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing pts/shoc-1.2.0 -opencl -benchmark GEMM Target: OpenCL - Benchmark: GEMM SGEMM_N pts/arrayfire-1.1.0 blas_cpu Test: BLAS CPU pts/askap-2.1.0 tHogbomCleanOMP Test: Hogbom Clean OpenMP pts/pyhpc-3.0.0 --device cpu -b numba -s 4194304 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing pts/tnn-1.1.0 -dt NAIVE -mp ../benchmark/benchmark-model/mobilenet_v2.tnnproto Target: CPU - Model: MobileNet v2 pts/mt-dgemm-1.2.0 Sustained Floating-Point Rate pts/minife-1.0.0 -‐nx 264 --ny 256 -‐nz 256 Problem Size: Small pts/kripke-1.1.0 pts/pyhpc-3.0.0 --device cpu -b numpy -s 4194304 benchmarks/equation_of_state/ Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State pts/numenta-nab-1.1.0 -d relativeEntropy Detector: Relative Entropy pts/deepspeech-1.0.0 CPU Acceleration: CPU pts/mlpack-1.0.2 SCIKIT_SVM Benchmark: scikit_svm pts/mlpack-1.0.2 SCIKIT_ICA Benchmark: scikit_ica pts/pyhpc-3.0.0 --device cpu -b jax -s 1048576 benchmarks/isoneutral_mixing/ Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b numba -s 65536 benchmarks/equation_of_state/ Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b numpy -s 65536 benchmarks/equation_of_state/ Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b tensorflow -s 262144 benchmarks/equation_of_state/ Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State pts/rbenchmark-1.0.3 pts/pyhpc-3.0.0 --device cpu -b aesara -s 4194304 benchmarks/equation_of_state/ Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b numba -s 262144 benchmarks/equation_of_state/ Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b numpy -s 1048576 benchmarks/equation_of_state/ Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State pts/numenta-nab-1.1.0 -d windowedGaussian Detector: Windowed Gaussian pts/pyhpc-3.0.0 --device cpu -b numba -s 4194304 benchmarks/equation_of_state/ Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b numba -s 65536 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b pytorch -s 65536 benchmarks/equation_of_state/ Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b jax -s 1048576 benchmarks/equation_of_state/ Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b numba -s 16384 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b tensorflow -s 4194304 benchmarks/equation_of_state/ Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b numpy -s 1048576 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b pytorch -s 1048576 benchmarks/isoneutral_mixing/ Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b aesara -s 1048576 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing pts/parboil-1.2.1 stencil omp_base default Test: OpenMP Stencil pts/pyhpc-3.0.0 --device cpu -b numpy -s 16384 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing pts/rnnoise-1.0.2 pts/tnn-1.1.0 -dt NAIVE -mp ../benchmark/benchmark-model/squeezenet_v1.1.tnnproto Target: CPU - Model: SqueezeNet v1.1 pts/pyhpc-3.0.0 --device cpu -b aesara -s 16384 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b numpy -s 262144 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b aesara -s 262144 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b pytorch -s 262144 benchmarks/isoneutral_mixing/ Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b pytorch -s 262144 benchmarks/equation_of_state/ Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b aesara -s 262144 benchmarks/equation_of_state/ Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State pts/fftw-1.2.0 fftw-mr/tests/bench --time-repeat 100 -opatient ibc4096 Build: Float + SSE - Size: 1D FFT Size 4096 pts/pyhpc-3.0.0 --device cpu -b jax -s 262144 benchmarks/equation_of_state/ Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b jax -s 4194304 benchmarks/equation_of_state/ Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b jax -s 65536 benchmarks/equation_of_state/ Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b aesara -s 16384 benchmarks/equation_of_state/ Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b numba -s 1048576 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing pts/askap-2.1.0 tConvolveOMP Test: tConvolve OpenMP - Degridding pts/askap-2.1.0 tConvolveOMP Test: tConvolve OpenMP - Gridding pts/dolfyn-1.0.3 Computational Fluid Dynamics pts/shoc-1.2.0 -opencl -benchmark Reduction Target: OpenCL - Benchmark: Reduction pts/fftw-1.2.0 fftw-stock/tests/bench --time-repeat 100 -opatient ibc4096 Build: Stock - Size: 1D FFT Size 4096 pts/pyhpc-3.0.0 --device cpu -b numba -s 262144 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing pts/ecp-candle-1.1.0 P1B2 Benchmark: P1B2 pts/pyhpc-3.0.0 --device cpu -b pytorch -s 16384 benchmarks/isoneutral_mixing/ Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing pts/pyhpc-3.0.0 --device cpu -b aesara -s 1048576 benchmarks/equation_of_state/ Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State system/octave-benchmark-1.0.1 pts/fftw-1.2.0 fftw-mr/tests/bench --time-repeat 100 -opatient ibc32x32 Build: Float + SSE - Size: 2D FFT Size 32 pts/pyhpc-3.0.0 --device cpu -b numba -s 16384 benchmarks/equation_of_state/ Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b jax -s 16384 benchmarks/isoneutral_mixing/ Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing pts/mafft-1.6.2 Multiple Sequence Alignment - LSU RNA pts/shoc-1.2.0 -opencl -benchmark Triad Target: OpenCL - Benchmark: Triad pts/shoc-1.2.0 -opencl -benchmark BusSpeedReadback Target: OpenCL - Benchmark: Bus Speed Readback pts/pyhpc-3.0.0 --device cpu -b numpy -s 262144 benchmarks/equation_of_state/ Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State pts/shoc-1.2.0 -opencl -benchmark BusSpeedDownload Target: OpenCL - Benchmark: Bus Speed Download pts/pyhpc-3.0.0 --device cpu -b numba -s 1048576 benchmarks/equation_of_state/ Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State pts/scikit-learn-1.1.0 pts/pyhpc-3.0.0 --device cpu -b aesara -s 65536 benchmarks/equation_of_state/ Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b jax -s 16384 benchmarks/equation_of_state/ Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State pts/pyhpc-3.0.0 --device cpu -b numpy -s 65536 benchmarks/isoneutral_mixing/ Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing pts/fftw-1.2.0 fftw-stock/tests/bench --time-repeat 100 -opatient ibc32 Build: Stock - Size: 1D FFT Size 32 pts/fftw-1.2.0 fftw-stock/tests/bench --time-repeat 100 -opatient ibc32x32 Build: Stock - Size: 2D FFT Size 32 pts/tnn-1.1.0 -dt NAIVE -mp ../benchmark/benchmark-model/shufflenet_v2.tnnproto Target: CPU - Model: SqueezeNet v2 pts/parboil-1.2.1 cutcp omp_base large Test: OpenMP CUTCP pts/fftw-1.2.0 fftw-mr/tests/bench --time-repeat 100 -opatient ibc32 Build: Float + SSE - Size: 1D FFT Size 32 pts/ffte-1.2.1 echo 256; exec tests/speed1d Test: N=256, 1D Complex FFT Routine pts/pyhpc-3.0.0 --device cpu -b numpy -s 16384 benchmarks/equation_of_state/ Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State pts/shoc-1.2.0 -opencl -benchmark FFT Target: OpenCL - Benchmark: FFT SP