2023 Tests

Benchmarks for a future article. 2 x AMD EPYC 7343 16-Core testing with a Supermicro H12DSi-N6 v1.02 (2.3 BIOS) and astdrmfb on AlmaLinux 9.1 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 2305035-PTS-UPEARLY506
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
Show Result Confidence Charts

Limit displaying results to tests within:

BLAS (Basic Linear Algebra Sub-Routine) Tests 3 Tests
C++ Boost Tests 2 Tests
Timed Code Compilation 6 Tests
C/C++ Compiler Tests 10 Tests
CPU Massive 16 Tests
Creator Workloads 15 Tests
Database Test Suite 5 Tests
Encoding 8 Tests
Fortran Tests 4 Tests
Game Development 2 Tests
HPC - High Performance Computing 18 Tests
Common Kernel Benchmarks 3 Tests
LAPACK (Linear Algebra Pack) Tests 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 7 Tests
MPI Benchmarks 5 Tests
Multi-Core 26 Tests
NVIDIA GPU Compute 3 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 12 Tests
Programmer / Developer System Benchmarks 6 Tests
Python Tests 9 Tests
Renderers 3 Tests
Scientific Computing 8 Tests
Server 8 Tests
Server CPU Tests 11 Tests
Single-Threaded 2 Tests
Video Encoding 8 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
Show Perf Per Clock 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
EPYC 7343
April 26 2023
  1 Day, 1 Hour, 36 Minutes
EPYC 7343 2P
April 25 2023
  1 Day, 2 Hours, 3 Minutes
EPYC 7413
March 13 2023
  1 Day, 3 Hours, 47 Minutes
EPYC 7413 2P
March 24 2023
  1 Day, 3 Hours, 43 Minutes
EPYC 7513
March 09 2023
  1 Day, 5 Hours, 17 Minutes
EPYC 7513 2P
March 29 2023
  1 Day, 3 Hours, 45 Minutes
EPYC 7543
March 08 2023
  1 Day, 3 Hours, 43 Minutes
EPYC 7713P
March 06 2023
  1 Day, 4 Hours, 34 Minutes
Xeon Gold 6338
April 03 2023
  22 Hours, 53 Minutes
Xeon Gold 6338 2P
March 22 2023
  23 Hours, 15 Minutes
Xeon Gold 6342
April 05 2023
  21 Hours, 11 Minutes
Xeon Gold 6342 2P
March 20 2023
  22 Hours, 38 Minutes
Xeon Gold 6346
April 20 2023
  1 Day, 1 Hour, 39 Minutes
Xeon Gold 6346 2P
March 18 2023
  1 Day, 1 Hour, 25 Minutes
Invert Hiding All Results Option
  1 Day, 1 Hour, 49 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):


2023 TestsProcessorMotherboardMemoryDiskGraphicsMonitorOSKernelCompilerFile-SystemScreen ResolutionEPYC 7343EPYC 7343 2PEPYC 7413EPYC 7413 2PEPYC 7513EPYC 7513 2PEPYC 7543EPYC 7713PXeon Gold 6338Xeon Gold 6338 2PXeon Gold 6342Xeon Gold 6342 2PXeon Gold 6346Xeon Gold 6346 2PAMD EPYC 7343 16-Core @ 3.20GHz (16 Cores / 32 Threads)Supermicro H12SSL-i v1.02 (2.4 BIOS)8 x 64 GB DDR4-3200MT/s Samsung M393A8G40AB2-CWE2 x 1920GB SAMSUNG MZQL21T9HCJR-00A07astdrmfbDELL E207WFPAlmaLinux 9.15.14.0-162.12.1.el9_1.x86_64 (x86_64)GCC 11.3.1 20220421ext41680x10502 x AMD EPYC 7343 16-Core @ 3.20GHz (32 Cores / 64 Threads)Supermicro H12DSi-N6 v1.02 (2.3 BIOS)16 x 32 GB DDR4-3200MT/s Samsung M393A4K40EB3-CWE5.14.0-162.18.1.el9_1.x86_64 (x86_64)1280x1024AMD EPYC 7413 24-Core @ 2.65GHz (24 Cores / 48 Threads)Supermicro H12SSL-i v1.02 (2.4 BIOS)8 x 64 GB DDR4-3200MT/s Samsung M393A8G40AB2-CWE5.14.0-162.12.1.el9_1.x86_64 (x86_64)1024x7682 x AMD EPYC 7413 24-Core @ 2.65GHz (48 Cores / 96 Threads)Supermicro H12DSi-N6 v1.02 (2.3 BIOS)512GB5.14.0-162.18.1.el9_1.x86_64 (x86_64)AMD EPYC 7513 32-Core @ 2.60GHz (32 Cores / 64 Threads)Supermicro H12SSL-i v1.02 (2.4 BIOS)8 x 64 GB DDR4-3200MT/s Samsung M393A8G40AB2-CWE5.14.0-162.12.1.el9_1.x86_64 (x86_64)2 x AMD EPYC 7513 32-Core @ 2.60GHz (64 Cores / 128 Threads)Supermicro H12DSi-N6 v1.02 (2.3 BIOS)512GB5.14.0-162.18.1.el9_1.x86_64 (x86_64)AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads)Supermicro H12SSL-i v1.02 (2.4 BIOS)8 x 64 GB DDR4-3200MT/s Samsung M393A8G40AB2-CWEDELL E207WFP5.14.0-162.12.1.el9_1.x86_64 (x86_64)1680x1050AMD EPYC 7713P 64-Core @ 2.00GHz (64 Cores / 128 Threads)1024x768Intel Xeon Gold 6338 @ 3.20GHz (32 Cores / 64 Threads)Supermicro X12SPO-NTF v2.00 (1.2 BIOS)DELL E207WFP1280x10242 x Intel Xeon Gold 6338 @ 3.20GHz (64 Cores / 128 Threads)Supermicro X12DPi-N6 v1.01 (1.4 BIOS)16 x 32 GB DDR4-3200MT/s Samsung M393A4K40EB3-CWEIntel Xeon Gold 6342 @ 3.50GHz (24 Cores / 48 Threads)Supermicro X12SPO-NTF v2.00 (1.2 BIOS)8 x 64 GB DDR4-3200MT/s Samsung M393A8G40AB2-CWE2 x Intel Xeon Gold 6342 @ 3.50GHz (48 Cores / 96 Threads)Supermicro X12DPi-N6 v1.01 (1.4 BIOS)16 x 32 GB DDR4-3200MT/s Samsung M393A4K40EB3-CWEIntel Xeon Gold 6346 @ 3.60GHz (16 Cores / 32 Threads)Supermicro X12SPO-NTF v2.00 (1.2 BIOS)8 x 64 GB DDR4-3200MT/s Samsung M393A8G40AB2-CWE2 x Intel Xeon Gold 6346 @ 3.60GHz (32 Cores / 64 Threads)Supermicro X12DPi-N6 v1.01 (1.4 BIOS)16 x 32 GB DDR4-3200MT/s Samsung M393A4K40EB3-CWE1024x768OpenBenchmarking.orgKernel Details- Transparent Huge Pages: alwaysCompiler Details- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-islProcessor Details- EPYC 7343: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- EPYC 7343 2P: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- EPYC 7413: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- EPYC 7413 2P: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- EPYC 7513: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- EPYC 7513 2P: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- EPYC 7543: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- EPYC 7713P: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001173- Xeon Gold 6338: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xd000375- Xeon Gold 6338 2P: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xd000375- Xeon Gold 6342: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xd000375- Xeon Gold 6342 2P: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xd000375- Xeon Gold 6346: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xd000375- Xeon Gold 6346 2P: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xd000375Java Details- OpenJDK Runtime Environment (Red_Hat-11.0.18.0.10-2.el9_1) (build 11.0.18+10-LTS)Python Details- Python 3.9.14Security Details- EPYC 7343: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- EPYC 7343 2P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- EPYC 7413: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- EPYC 7413 2P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- EPYC 7513: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- EPYC 7513 2P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- EPYC 7543: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- EPYC 7713P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Xeon Gold 6338: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected- Xeon Gold 6338 2P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected- Xeon Gold 6342: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected- Xeon Gold 6342 2P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected- Xeon Gold 6346: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected- Xeon Gold 6346 2P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

EPYC 7343EPYC 7343 2PEPYC 7413EPYC 7413 2PEPYC 7513EPYC 7513 2PEPYC 7543EPYC 7713PXeon Gold 6338Xeon Gold 6338 2PXeon Gold 6342Xeon Gold 6342 2PXeon Gold 6346Xeon Gold 6346 2PLogarithmic Result OverviewPhoronix Test SuiteOSPRay StudioCloudSuite In-Memory AnalyticsPennantOpenSSLLULESHCloudSuite Data AnalyticsTensorFlowBlenderNAMDEmbreeOpenVINOXcompact3d Incompact3dTimed Node.js CompilationHigh Performance Conjugate GradientTimed LLVM CompilationSVT-HEVCLuxCoreRenderTimed Linux Kernel CompilationPostgreSQLMemcacheduvg266KvazaarNeural Magic DeepSparseApache CassandraCloudSuite Graph AnalyticsSVT-VP9ClickHouseCloudSuite Web ServingSVT-AV1x265VVenCTimed Apache CompilationPHPBenchFFmpeg

2023 Testsgraph500: 26graph500: 26minibude: OpenMP - BM1openssl: SHA256nekrs: TurboPipe Periodicffmpeg: libx264 - Liveffmpeg: libx265 - Liveffmpeg: libx264 - Uploadffmpeg: libx265 - Uploadffmpeg: libx264 - Platformffmpeg: libx265 - Platformffmpeg: libx264 - Video On Demandffmpeg: libx265 - Video On Demandopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer ISPC - Asian Dragonkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-hevc: 1 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 4Ksvt-vp9: VMAF Optimized - Bosphorus 4Ksvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Ksvt-vp9: Visual Quality Optimized - Bosphorus 4Kuvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumuvg266: Bosphorus 1080p - Slowuvg266: Bosphorus 1080p - Mediumuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 1080p - Very Fastuvg266: Bosphorus 1080p - Super Fastuvg266: Bosphorus 1080p - Ultra Fastvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fasterx265: Bosphorus 4Kminibude: OpenMP - BM1hpcg: tensorflow: CPU - 256 - AlexNettensorflow: CPU - 512 - AlexNettensorflow: CPU - 256 - GoogLeNettensorflow: CPU - 256 - ResNet-50tensorflow: CPU - 512 - GoogLeNettensorflow: CPU - 512 - ResNet-50deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUluxcorerender: Rainbow Colors and Prism - CPUgromacs: MPI CPU - water_GMX50_barecassandra: Writesrocksdb: Rand Fillrocksdb: Rand Readrocksdb: Update Randrocksdb: Seq Fillrocksdb: Rand Fill Syncrocksdb: Read While Writingrocksdb: Read Rand Write Randmemcached: 1:5memcached: 1:10memcached: 1:100cloudsuite-ws: 100cloudsuite-ws: 400cloudsuite-ws: 500clickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runnginx: 100nginx: 200nginx: 500nginx: 1000phpbench: PHP Benchmark Suiteopenssl: RSA4096graph500: 26graph500: 26pgbench: 1000 - 800 - Read Onlypgbench: 1000 - 1000 - Read Onlypgbench: 1000 - 800 - Read Writepgbench: 1000 - 1000 - Read Writeopenssl: RSA4096lulesh: namd: ATPase Simulation - 327,506 Atomspennant: sedovbigpennant: leblancbigonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUospray-studio: 1 - 4K - 1 - Path Tracerospray-studio: 3 - 4K - 1 - Path Tracerospray-studio: 1 - 4K - 32 - Path Tracerospray-studio: 3 - 4K - 32 - Path Tracerpgbench: 1000 - 800 - Read Only - Average Latencypgbench: 1000 - 1000 - Read Only - Average Latencypgbench: 1000 - 800 - Read Write - Average Latencypgbench: 1000 - 1000 - Read Write - Average Latencycloudsuite-da: 1cloudsuite-da: 4cloudsuite-da: 8cloudsuite-da: 32cloudsuite-da: 64cloudsuite-da: 128cloudsuite-da: 256cloudsuite-da: 512cloudsuite-ga: Page Rankcloudsuite-ga: Triangle Countcloudsuite-ga: Connected Componentscloudsuite-ma: Largecloudsuite-ma: Smallopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamnwchem: C240 Buckyballincompact3d: X3D-benchmarking input.i3dincompact3d: input.i3d 193 Cells Per Directionopenradioss: Bumper Beamopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containerbuild-apache: Time To Compilebuild-gem5: Time To Compilebuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compileffmpeg: libx264 - Liveffmpeg: libx265 - Liveffmpeg: libx264 - Uploadffmpeg: libx265 - Uploadffmpeg: libx264 - Platformffmpeg: libx265 - Platformffmpeg: libx264 - Video On Demandffmpeg: libx265 - Video On Demandgpaw: Carbon Nanotubeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-OnlyEPYC 7343EPYC 7343 2PEPYC 7413EPYC 7413 2PEPYC 7513EPYC 7513 2PEPYC 7543EPYC 7713PXeon Gold 6338Xeon Gold 6338 2PXeon Gold 6342Xeon Gold 6342 2PXeon Gold 6346Xeon Gold 6346 2P31298900030981700024891101267217.86123.7612.6824.2948.7349.8948.7549.824.272.842.82389.719.36654.14404.5649.20913.75646.1513149.7114256.4021.217020.006723.764723.061314.9432.3541.2453.293.44448.378179.068172.1613.7971.41143.45111.82115.8083.739.2610.4238.5243.1128.9430.0035.28110.98116.79130.304.3109.37010.49625.09224.8618.1367138.96142.7964.0322.3763.8222.9112.6466163.555452.2641144.2282105.957617.743253.599112.62012.485.052.7212.121727132199582.802548333.191610909.227.33311.83311.6336.88346.00345.537327524398.61497100001142950006957616852392567924821287549.010323.1761.1434026.9280716.69242680581722242982652381.1501.45931.15840.294187921901119259189061907210163025186894521152510898815718122575139951850.232790.522813.4520.51854.2212.2219.76162.4017.5012.371.211.11629.185948.8605152.830655.412775.4144450.6033148.9584627.68535397.8880.63926235.5556106118.3066.29218.07103.03352.5217.698267.88374.94963.491347.363392.194337.22023.1840.81199.10103.96155.46151.85155.37152.0582.60219.83815.3944447400042252900055.93649694000047166901000000215.69103.9312.7423.5648.7546.6648.7446.847.765.535.52734.9918.851243.24788.1494.181934.071132.2725795.5827742.3437.750335.489838.966738.010922.5045.8657.1363.343.77966.077204.549191.0177.28116.56191.99152.31158.14130.2314.8916.7843.9249.1541.2042.9546.65134.43142.78155.334.89910.05111.05424.19423.061398.41135.3196143.84147.1770.5624.0371.9025.4324.9183280.431797.1983287.1813206.532333.4196104.891225.02435.744.108.594.4613.034.083236544316199181223940481479323598170828486429921951912421891.742826219.162373328.375.5511.43311.217423.79443.07443.72146481.53155325.61157128.24151418.977356248794.621898600017421900085564284901984928356574456.927713.9430.5926013.474347.6180461.661423.096241.188406.261942.827882958.981837.898.358692900.061754.12362843361202641426110.9351.17894.590119.68258173131471213386691025584915672870117977380130697498207727814547147944460591028.981445.131447.0610.88423.556.4210.1384.8716.537.051.231.14636.276956.9767164.140755.597877.3427475.8713152.1486634.7296484.98540218.024458618.21838.974190.969240.493190.99723.4148.59198.235232573107.19155.38162.339168912155.42161.72444.07141.30109.64435.0236.07433095407800112350333333202.95117.2311.7723.2145.3947.3845.3347.315.443.613.59479.0012.17833.99517.3260.671211.31769.9117211.2818711.9227.424025.830131.896530.453516.1033.4143.0255.363.49658.920210.554195.7984.8985.67181.39140.28143.85107.7710.5411.8738.4543.2731.3033.1038.88118.56125.26138.794.4159.43110.18824.36027.01901.85017.8487144.99150.9865.4923.4365.6724.1616.3219226.049467.204591.6820192.6805139.271923.290370.412816.37003.336.563.6815.113.005224875740490120400741638378821279199221411764323694392917560.703431617.242309617.427.58314.73314.583351.34363.28360.64127405.11129033.29131406.38129682.726709285947.99124278842132425125674390326.39682.79930.8867721.4193612.957891.752522.797002.137314.707493.280301797.921070.142.354381795.391073.72512160671701902000570.8771.13133.21338.9705815887433512654921326319129606513247951263825129699498158411414011124002235752183.993275.513280.2725.03979.2114.3823.18197.5819.8015.571.391.27729.310453.0316178.2114130.715762.197586.0790515.0566170.1636729.06024463.3766.72054032.3950857105.4454.23201.1388.65291.3418.992229.59564.73452.718275.254320.942270.84024.8843.08214.55108.80166.90159.89167.10160.1362.03165.39616.5160112000058403400068.75766206231957194221666667200.0598.3711.7122.0744.8243.8044.9443.8410.067.017.01852.0824.721570.381024.68119.682570.671313.7634019.2136411.0149.949646.597448.349146.293023.2048.9361.7564.723.51065.954217.432193.7789.18136.95208.59154.60161.19145.3016.0018.0659.5266.4745.9848.0749.77164.25163.18165.334.6589.52610.39323.34622.131718.93627.6326143.50146.4870.3924.0471.4325.3632.2500384.2896127.5406370.1937270.274043.9125137.041732.25357.175.1411.245.5615.734.820225784306931238439429336131286858165480695720421909942164592.243691244.972952893.825.311.96712.083429.39437.50440.92144891.45135890.54133788.2968013611846.829478200022528400076509072818487369798778483.025716.7680.4705310.798515.9766532.197504.000350.9404557.897001.883342774.021604.839.130002840.001602.6827223252938341105581.0511.37791.602102.07361767928018138671213375001462648139315614562361447278983174003144262258551112241190.681688.621689.4814.07483.377.6311.70100.1718.669.121.41.30738.781762.3607187.681464.719188.6308544.6158174.6170739.7624700.10178615.689407720.99633.819161.530216.184165.47125.2451.34215.59114.41169.02172.96168.57172.81417.50631.8082.55330.0252820000051781000047.10342284954430128904333333207.35118.6511.9723.3546.1647.6146.0447.736.674.444.45603.3615.291076.30651.2075.281520.46987.7721308.5123116.8234.184533.143040.210738.350520.3342.3252.8162.273.66966.633231.540210.2356.22111.95207.54161.26164.17129.2213.4315.1040.5245.6039.5241.4646.07129.79138.95153.974.5829.73610.35024.71228.241177.57117.6803151.07156.4669.0223.7770.2024.6619.8959283.711882.5527113.8532240.4095172.730529.269286.937119.97884.358.184.6417.443.547263627809625150974278707656864802238127513068427500663632495.024198464.112981451.327.41714.88315.267362.00377.03379.67152248.92160998.23159784.56156398.746780847637.82262390001763710009843949763321377713865501938.918098.8040.7158517.8868910.835751.594453.631151.950164.647823.178401957.831109.992.323021975.471124.53401447691356361590970.8221.02458.07072.39958645129521413231291282987131583413787191288469138031499177789313102134575368082369.523561.393537.8726.501038.3614.8624.55212.2221.0316.181.491.37791.974556.3260193.4699140.231166.469792.5433546.2807183.7170792.45713660.2784.79716030.735649196.5345.63186.9484.32245.3418.861210.64357.58244.751230.689282.423226.63124.3542.56211.010138953108.16164.12159.12164.52158.7149.24130.35482.8269198300066565500093.35084365767223218603000000206.46101.0511.9922.2046.0844.1945.9544.1612.558.828.811173.4231.432097.591196.03152.103255.751713.9042487.4945746.2762.356058.900453.811651.936425.0254.1363.5365.393.60471.454217.701193.15111.56149.01201.76163.58165.46148.8417.2619.5963.0070.7551.0551.4653.21173.58173.74175.354.6889.44510.32922.95622.652333.75534.5344141.81144.2062.3422.7563.6823.9639.5929488.6254156.2377468.9263335.989055.4706170.256239.65579.126.4313.406.7517.445.589245226328435299129297351517299732197227806305022048711867112.744105338.273518612.745.41711.211.817412.09436.77435.85151573.48140932.43135921.7068659715222.33224750002550360006900196387318552106511003089.437170.8550.367168.7614624.8276482.666984.265990.78680310.009622.040485074.571606.4212.287945033.871615.132150253874566867041.1781.56997.51793.903622629051051397332111811591002110307339744071425667958770042138913016301813491272.581803.091804.9513.62507.627.6213.32105.0719.649.321.501.39803.446865.3924204.226068.124995.0848575.3658187.5171802.1569432.07365915.813343019.69929.784140.277199.575143.59724.4649.98210.67113.72164.38171.41164.86171.53398.98825.4664.96262.9455408200054434200050.45844324823090149115333333211.67113.5712.0223.4046.5547.8746.7047.827.324.954.94675.8816.561166.69716.9583.731628.991112.6223118.2725079.4137.280435.116241.951940.509621.0443.2554.2763.283.63567.153237.131214.3876.69119.84219.43171.65175.18137.5214.0015.7741.0946.1440.6742.8147.24130.26139.65154.384.7249.98410.55524.84427.631261.44119.3385155.25160.3272.4625.3473.8626.2622.0707294.207991.5684124.1286256.5235186.088731.394293.965722.11834.368.424.7416.694.001246339743355161712224688172774765233743514749926902983574540.353481927.792848831.246.58313.813.05410.64425.45425.48147786.59161270.01165787.42165810.676870007963.1268016000204519000107476510087411184512068522787.321129.4120.6555415.397178.5755961.494982.022661.301384.868992.989001974.311106.754.318591989.751092.81376744861270781489900.7450.99167.53883.02459400125285112790221356145131274113379151332491130799192477425013358130123373152162.683186.873217.5723.66961.4113.7022.30190.8719.6314.371.371.27716.024154.3162174.3602128.666062.290785.8688507.6631169.9349716.11953488.4716.61800124.108243393.9741.25173.0379.17224.1418.834198.42655.11442.087212.302260.908209.94323.8644.47210.02107.90162.71158.24162.21158.4146.24122.97456.2771515400069134800076.51069715833097170229333333208.64105.5012.0221.3246.3643.4446.3543.4610.336.926.92940.2924.811735.571033.39116.302475.951542.7333271.1734339.2152.747751.679562.565660.097819.0341.5950.6757.993.42167.308231.997203.1949.79138.52224.80172.24179.74146.4813.9915.7156.0761.6642.5645.4948.31168.38180.55196.334.4559.1109.55322.51327.161912.74419.0558130.65136.2858.2320.7060.8221.8531.4455455.1184132.2972177.6432369.5420271.880646.6790138.136231.40006.1012.446.7018.735.098253058455327246464521436633452291267282793293327618363378044.124786407.253893409.957.113.26715.283365.79375.36380.10167224.22156012.00151997.7267896612568.12889590002271750008350877213351224515683823388.722242.5300.4559111.319446.2467042.046403.784660.9379186.949033.251372720.071183.306.486812712.501186.002424287484001986530.9631.38665.34864.50060941131869313515609529951353066137759913210641296643911270089131692501151367213072.394538.434533.1234.001279.1518.4230.95274.6625.8320.721.91.741010.000870.2051241.3333179.676386.4635117.4838684.8470230.91781010.58332799.5663.82519523.094244091.5536.39167.4589.74191.5820.388190.75850.80233.746163.543225.698166.98824.2047.87210.12118.46163.38174.39163.44174.2830.3679.30297.7251929400051058700040.41120888915973127809333333178.82112.8010.2120.5939.4541.9239.4442.088.965.365.26481.6035.431661.48904.01112.123345.71899.0522808.1425216.3829.839735.836235.907845.794713.6927.4733.7138.523.03456.031194.141176.0364.491.70171.63143.42148.73111.929.7610.8828.1331.3526.7928.5031.6787.5594.98105.963.7767.9818.39420.14725.701010.27719.8931475.07489.77203.9268.08205.1768.3818.6692362.293592.2695320.0058173.771233.897883.622018.69433.477.013.6713.203.71717628410884201134950567937421269946297029479313727705474271575.654262554.192937926.067.51712.38313.317311.11325.13325.93151274.54160541.79160307.52164486.947196756442.7213096000168374000112366310785862222822446419447.918868.7230.7021530.8694714.447021.395211.642483.348331.815621.711294.489361.92380901.436521.5725.744877.861627.883710.521446907.291520.5643.88765331439671131491336500.7120.92735.99544.55220565206972080920822209091216264351393771112459323114285163851366461771.702962.183023.5633.19450.589.6135.34142.539.5517.771.381.23855.996844.1261173.201449.955192.0537471.6297191.3088855.77814747.9626.97611533.0038337111.0059.09207.10108.37287.2122.423244.25169.24351.838268.944323.073272.73028.2444.77247.388378655122.64192.02180.71192.08180.0359.55161.50604.7666798200065567500080.38942653381293242295666667173.30111.6010.0920.8938.7441.8938.6441.6318.4810.8410.63939.0773.583402.821813.34204.177209.161619.8347801.0754275.4258.326969.588967.126684.863517.6336.4741.4443.333.04963.096201.074180.9198.25128.72176.67137.47144.22131.9012.5614.1244.4849.3936.0137.2238.92131.93133.13136.604.0458.1288.72120.64124.422009.71639.1363547.55575.90253.3173.49257.0474.6837.6996704.9499177.5939639.7687345.181665.2131167.383237.62976.0912.306.5711.337.379156487481703226944746466697488659307133743644425799263270779.443551712.122802626.267.3511.9339.6388.39405.08407.09205570.62180812.11178255.9572224012874.92950100002384600007502187541041954019322838351.839798.6910.3550219.646207.3473791.664432.402823.675921.886322.466276.561641.14313681.159472.8912.926554.333155.025850.255235690.752457.94910.562781641197952646695381.0661.34840.94251.77421324212842143121685216321221353465129960112357815014751287528147653862.091467.671495.9217.01217.184.6935.1278.168.869.851.321.16847.375545.3578179.885249.966192.6396488.4066190.8367848.91043009.9357.23529014.686358191.3437.73162.8889.85199.8322.114199.48554.70433.036160.399227.371168.42529.1445.25250.35120.86195.55180.82196.032349446181.9729.6680.17302.1435.56120256398000117791000000193.69122.3611.1122.2142.8145.1342.7745.288.435.034.95449.3933.221544.95853.15102.673090.28810.6820000.7622510.5825.345429.174831.011340.976113.1727.0334.3542.413.20959.414206.814190.7364.0985.66173.16141.68148.12109.319.3710.5133.0237.0826.6528.8233.3098.13106.29118.474.0938.8309.15322.27427.77889.01418.8044410.32432.47189.8961.90191.3562.1817.3928294.760383.0341286.8784157.596931.011375.672317.38433.046.463.2913.773.37620095812727181040104677437001443216277553382534624204224068619.974053902.812842403.967.51714.715.433312.11321.66325.08140495.61141544.55141031.60153700.707887316109.79834739278582436025377398769.39964.41050.7517331.8319315.691821.476491.669314.481832.220711.821903.289941.990511086.78642.8266.037508.614048.297120.5871021076.71638.1322.80481376946211278651520610.8131.07832.84239.40918581186741885218923187761045122707980304103408778613542140252219601413.052358.372400.7726.68360.497.7528.09116.827.7514.781.191.05689.675440.6830144.306141.806376.1206386.8811158.5557690.23544925.4659.14532533.3006439110.3062.82204.18107.07301.7020.239244.56670.28855.485292.729346.264295.58726.0741.27227.36113.70176.95167.86177.11167.3164.90176.55680.3168.50940355102327227635333333186.41121.0810.9622.5741.7945.3141.7945.1817.349.949.78844.3867.443005.721664.20181.986564.471382.2241669.5047664.1751.394561.183359.677575.248519.2739.2547.4949.753.31668.969213.420200.3817.90136.71176.18139.88148.45138.1914.2216.0051.7457.7039.0341.7344.24150.71152.28155.384.3938.9089.43022.26525.541712.71837.0155486.36510.92231.3266.43234.5466.1234.7862589.2842157.8120578.2529313.140559.9668150.089034.85505.8411.196.1612.606.761190873590231210724462640738597465367162623096727798903701213.863969670.992971169.057.18311.712.717411.38433.55425.45225527.80205476.78204325.45200467.7378929712235.18501618514642192922138798077.126940.9760.3809118.266467.5238241.0887802.399623.976312.429692.993404.762301.15641703.511430.6033.107634.666194.247240.255585703.715442.0116.989451956233067775807800.9531.17636.48345.177193971947319477197511970699997341803192210381734591355119679082287689.051198.221217.9714.19177.693.9828.7365.817.308.651.140.99685.957640.6995151.858241.456776.5637399.3327159.7519686.44762846.4461.11089116.508776785.4536.51155.3778.89179.6820.063190.64851.92633.790166.310220.500175.00627.0941.71230.436500344111.87181.25167.16181.28167.65808746332.2587.28342.3736291800035968900027.6191461463873096712533333202.08124.4611.6722.2944.8745.6644.8245.516.433.873.80368.0225.521175.72640.8877.992347.83617.7115262.3617148.8919.758923.165523.389029.313912.2126.6433.9342.983.07047.122173.290166.7853.1165.82134.34109.47115.3783.388.189.1633.0537.0024.7026.2631.0393.17100.87113.183.8628.5529.10722.23324.96690.47016.1504311.20332.04148.5749.28151.0350.0113.2078242.044463.3500215.8422115.598323.594555.747813.20992.345.012.5911.452.6191773471300143773910487003791508607208713314206623112353346967.773159962.472164237.057.38313.5512.95283.16294.82295.42118699.47118110.63113630.04109860.588127324397.21542090001179190007463027425502785327861286703.710152.7570.9874241.9676219.493281.694701.847704.206811.806061.942003.776442.624031289.58722.1668.2416511.415211.43990.8066711294.14717.8072.21622519963211716462071281.0721.34728.72335.896180461811918342180271820511844558137223801303412701517820148896138551232.642047.932081.7521.72313.146.7924.93102.516.812.931.040.92605.666533.0304126.160737.039969.1881338.9830143.4873605.57306074.2889.88275140.5520172122.4374.50231.85124.37383.7419.678289.72183.05967.647373.677421.485374.17124.9940.58216.38113.29168.80165.89169.00166.4386.38233.90889.7157179300056217200054.91729415210430190369000000193.90121.9211.5122.8143.7546.1043.7445.8913.207.627.42695.0651.512339.161296.57144.014979.271076.1632137.1336784.8338.904346.270443.507755.409118.3936.8445.1750.503.43867.608211.627200.4246.12117.26176.86141.50150.48130.4913.4515.0538.4343.0435.8938.4642.08116.97127.62139.864.4178.9299.60922.16125.041372.93326.3786376.10402.63182.7154.33188.9056.7326.5391482.9247125.5955439.3341231.512645.5497113.071226.51644.468.774.6812.055.391171138908869154099244803231966189289896494367027624543597757.553912323.122874778.007.53311.73312.3360.92378.61379.26199748.09207770.19207339.64199978.558097278906.124505300018765400010677169979572329023580580306.322099.3240.4935422.142679.7330651.178642.217823.018231.623903.341253.691041.37242702.689413.2904.232725.861345.922010.394611701.324416.4165.5013525343001872901030470.7501.00234.36042.4231885018808191831921819126118993312622326710597846081440815722941096604.171043.481072.3511.49155.153.4124.6155.496.417.410.990.86599.808033.1059127.162736.382069.0371350.6344141.3563600.72463643.3725.34643621.224064994.0343.84165.3583.81224.2419.447200.96056.71640.403204.227256.364209.37026.0441.42219.39110.71173.16164.33173.17165.0642.35115.77445.24OpenBenchmarking.org

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 26Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7343 2PEPYC 7343150M300M450M600M750M5717930003629180006679820005192940007151540005540820006919830005282000006011200004444740003129890001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Scale: 26

EPYC 7413: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

Xeon Gold 6342: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 26Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7343 2PEPYC 7343150M300M450M600M750M5621720003596890006556750005105870006913480005443420006656550005178100005840340004225290003098170001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Scale: 26

EPYC 7413: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

Xeon Gold 6342: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P20406080100SE +/- 0.03, N = 4SE +/- 0.05, N = 3SE +/- 0.31, N = 4SE +/- 0.06, N = 3SE +/- 0.17, N = 5SE +/- 0.03, N = 3SE +/- 0.15, N = 5SE +/- 0.04, N = 4SE +/- 0.16, N = 5SE +/- 0.01, N = 3SE +/- 0.13, N = 4SE +/- 0.02, N = 3SE +/- 0.48, N = 454.9227.6268.5135.5680.3940.4176.5150.4693.3547.1068.7636.0755.941. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Implementation: OpenMP - Input Deck: BM1

EPYC 7343: The test quit with a non-zero exit status.

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734320000M40000M60000M80000M100000MSE +/- 1989217.69, N = 3SE +/- 9109685.37, N = 3SE +/- 3033485.03, N = 3SE +/- 11924426.00, N = 3SE +/- 10952442.61, N = 3SE +/- 10848440.04, N = 3SE +/- 8398498.36, N = 3SE +/- 186860140.69, N = 3SE +/- 316349484.45, N = 3SE +/- 68531235.70, N = 3SE +/- 54030773.40, N = 3SE +/- 27629858.10, N = 3SE +/- 24582365.01, N = 3SE +/- 29163674.08, N = 329415210430146146387304035510232720256398000426533812932088891597369715833097443248230908436576722342284954430662062319573309540780049694000047248911012671. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

nekRS

nekRS is an open-source Navier Stokes solver based on the spectral element method. NekRS supports both CPU and GPU/accelerator support though this test profile is currently configured for CPU execution. NekRS is part of Nek5000 of the Mathematics and Computer Science MCS at Argonne National Laboratory. This nekRS benchmark is primarily relevant to large core count HPC servers and otherwise may be very time consuming. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe PeriodicXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P50000M100000M150000M200000M250000MSE +/- 124957326.05, N = 3SE +/- 285712164.79, N = 3SE +/- 233956073.75, N = 3SE +/- 206475987.30, N = 3SE +/- 1194804633.03, N = 3SE +/- 165905930.51, N = 3SE +/- 603340791.85, N = 3SE +/- 37382408.22, N = 3SE +/- 716358150.65, N = 3SE +/- 130435595.01, N = 3SE +/- 716743639.28, N = 3SE +/- 1160248871.77, N = 3SE +/- 194054116.16, N = 3190369000000967125333332276353333331177910000002422956666671278093333331702293333331491153333332186030000001289043333331942216666671123503333331669010000001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -lmpi_cxx -lmpi

Input: TurboPipe Periodic

EPYC 7343: The test quit with a non-zero exit status. E: mpirun noticed that process rank 0 with PID 0 on node amd-test-02 exited on signal 4 (Illegal instruction).

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: LiveXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350100150200250SE +/- 0.30, N = 3SE +/- 0.19, N = 3SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.46, N = 3SE +/- 0.25, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.18, N = 3SE +/- 0.49, N = 3SE +/- 0.51, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 3193.90202.08186.41193.69173.30178.82208.64211.67206.46207.35200.05202.95215.69217.861. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: LiveXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343306090120150SE +/- 0.19, N = 3SE +/- 0.44, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.11, N = 3SE +/- 0.48, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.52, N = 3121.92124.46121.08122.36111.60112.80105.50113.57101.05118.6598.37117.23103.93123.761. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: UploadXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 311.5111.6710.9611.1110.0910.2112.0212.0211.9911.9711.7111.7712.7412.681. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: UploadXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343612182430SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 322.8122.2922.5722.2120.8920.5921.3223.4022.2023.3522.0723.2123.5624.291. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: PlatformXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431122334455SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 343.7544.8741.7942.8138.7439.4546.3646.5546.0846.1644.8245.3948.7548.731. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: PlatformXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431122334455SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 346.1045.6645.3145.1341.8941.9243.4447.8744.1947.6143.8047.3846.6649.891. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Video On DemandXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431122334455SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 343.7444.8241.7942.7738.6439.4446.3546.7045.9546.0444.9445.3348.7448.751. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On DemandXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431122334455SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 345.8945.5145.1845.2841.6342.0843.4647.8244.1647.7343.8447.3146.8449.821. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 313.206.4317.348.4318.488.9610.337.3212.556.6710.065.447.764.271. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433691215SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.623.879.945.0310.845.366.924.958.824.447.013.615.532.841. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.423.809.784.9510.635.266.924.948.814.457.013.595.522.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734330060090012001500SE +/- 1.91, N = 3SE +/- 0.43, N = 3SE +/- 0.67, N = 3SE +/- 0.55, N = 3SE +/- 0.97, N = 3SE +/- 0.77, N = 3SE +/- 0.33, N = 3SE +/- 0.75, N = 3SE +/- 0.46, N = 3SE +/- 2.26, N = 3SE +/- 1.28, N = 3SE +/- 0.91, N = 3SE +/- 1.53, N = 3SE +/- 0.47, N = 3695.06368.02844.38449.39939.07481.60940.29675.881173.42603.36852.08479.00734.99389.711. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431632486480SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 351.5125.5267.4433.2273.5835.4324.8116.5631.4315.2924.7212.1718.859.361. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73437001400210028003500SE +/- 1.91, N = 3SE +/- 0.17, N = 3SE +/- 5.21, N = 3SE +/- 1.94, N = 3SE +/- 1.96, N = 3SE +/- 1.15, N = 3SE +/- 1.60, N = 3SE +/- 0.71, N = 3SE +/- 0.29, N = 3SE +/- 0.12, N = 3SE +/- 7.85, N = 3SE +/- 1.37, N = 3SE +/- 0.73, N = 3SE +/- 0.19, N = 32339.161175.723005.721544.953402.821661.481735.571166.692097.591076.301570.38833.991243.24654.141. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343400800120016002000SE +/- 1.02, N = 3SE +/- 1.16, N = 3SE +/- 1.17, N = 3SE +/- 0.30, N = 3SE +/- 2.62, N = 3SE +/- 1.35, N = 3SE +/- 0.61, N = 3SE +/- 0.47, N = 3SE +/- 1.42, N = 3SE +/- 0.67, N = 3SE +/- 0.89, N = 3SE +/- 0.42, N = 3SE +/- 0.57, N = 3SE +/- 0.27, N = 31296.57640.881664.20853.151813.34904.011033.39716.951196.03651.201024.68517.32788.14404.561. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.38, N = 3SE +/- 0.24, N = 3SE +/- 0.33, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.65, N = 3SE +/- 0.21, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.29, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 3144.0177.99181.98102.67204.17112.12116.3083.73152.1075.28119.6860.6794.1849.201. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734315003000450060007500SE +/- 2.46, N = 3SE +/- 0.48, N = 3SE +/- 3.20, N = 3SE +/- 0.53, N = 3SE +/- 0.75, N = 3SE +/- 1.10, N = 3SE +/- 1.30, N = 3SE +/- 0.33, N = 3SE +/- 1.61, N = 3SE +/- 0.26, N = 3SE +/- 0.28, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 34979.272347.836564.473090.287209.163345.712475.951628.993255.751520.462570.671211.311934.07913.751. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343400800120016002000SE +/- 1.01, N = 3SE +/- 0.53, N = 3SE +/- 1.68, N = 3SE +/- 1.01, N = 3SE +/- 2.61, N = 3SE +/- 0.64, N = 3SE +/- 1.02, N = 3SE +/- 3.78, N = 3SE +/- 3.83, N = 3SE +/- 0.76, N = 3SE +/- 0.70, N = 3SE +/- 0.50, N = 3SE +/- 1.01, N = 3SE +/- 2.63, N = 31076.16617.711382.22810.681619.83899.051542.731112.621713.90987.771313.76769.911132.27646.151. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734310K20K30K40K50KSE +/- 51.77, N = 3SE +/- 6.67, N = 3SE +/- 46.35, N = 3SE +/- 22.59, N = 3SE +/- 9.04, N = 3SE +/- 9.27, N = 3SE +/- 113.09, N = 3SE +/- 8.38, N = 3SE +/- 39.42, N = 3SE +/- 9.24, N = 3SE +/- 25.78, N = 3SE +/- 2.86, N = 3SE +/- 47.98, N = 3SE +/- 16.19, N = 332137.1315262.3641669.5020000.7647801.0722808.1433271.1723118.2742487.4921308.5134019.2117211.2825795.5813149.711. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734312K24K36K48K60KSE +/- 51.11, N = 3SE +/- 12.78, N = 3SE +/- 11.43, N = 3SE +/- 19.47, N = 3SE +/- 28.36, N = 3SE +/- 22.82, N = 3SE +/- 463.83, N = 3SE +/- 28.61, N = 3SE +/- 31.93, N = 3SE +/- 36.34, N = 3SE +/- 96.63, N = 3SE +/- 25.63, N = 3SE +/- 47.15, N = 3SE +/- 3.86, N = 336784.8317148.8947664.1722510.5854275.4225216.3834339.2125079.4145746.2723116.8236411.0118711.9227742.3414256.401. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0Binary: Pathtracer - Model: CrownXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431428425670SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 4SE +/- 0.01, N = 3SE +/- 0.05, N = 4SE +/- 0.08, N = 3SE +/- 0.16, N = 4SE +/- 0.04, N = 3SE +/- 0.22, N = 5SE +/- 0.02, N = 3SE +/- 0.05, N = 4SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 338.9019.7651.3925.3558.3329.8452.7537.2862.3634.1849.9527.4237.7521.22MIN: 38.2 / MAX: 40.63MIN: 19.56 / MAX: 20.64MIN: 49.55 / MAX: 55.56MIN: 24.68 / MAX: 28.35MIN: 56.72 / MAX: 61.53MIN: 29.02 / MAX: 31.34MIN: 51.1 / MAX: 58.19MIN: 36.31 / MAX: 38.34MIN: 60.41 / MAX: 65.16MIN: 33.8 / MAX: 34.89MIN: 48.86 / MAX: 51.27MIN: 26.84 / MAX: 28.27MIN: 37.14 / MAX: 38.79MIN: 20.8 / MAX: 21.59

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0Binary: Pathtracer ISPC - Model: CrownXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431530456075SE +/- 0.05, N = 4SE +/- 0.08, N = 3SE +/- 0.33, N = 5SE +/- 0.04, N = 3SE +/- 0.07, N = 5SE +/- 0.07, N = 3SE +/- 0.10, N = 4SE +/- 0.03, N = 3SE +/- 0.07, N = 5SE +/- 0.11, N = 3SE +/- 0.08, N = 4SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 346.2723.1761.1829.1769.5935.8451.6835.1258.9033.1446.6025.8335.4920.01MIN: 45.19 / MAX: 48.79MIN: 22.47 / MAX: 25.37MIN: 57.63 / MAX: 66.74MIN: 28.31 / MAX: 34.1MIN: 67.34 / MAX: 73.46MIN: 34.73 / MAX: 37.86MIN: 48.53 / MAX: 56.01MIN: 34.38 / MAX: 36.15MIN: 57.6 / MAX: 61.52MIN: 32.13 / MAX: 34.24MIN: 45.29 / MAX: 47.9MIN: 25.36 / MAX: 26.62MIN: 35 / MAX: 36.16MIN: 19.68 / MAX: 20.39

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0Binary: Pathtracer - Model: Asian DragonXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431530456075SE +/- 0.05, N = 4SE +/- 0.02, N = 3SE +/- 0.06, N = 5SE +/- 0.04, N = 3SE +/- 0.05, N = 5SE +/- 0.09, N = 3SE +/- 0.03, N = 5SE +/- 0.05, N = 4SE +/- 0.09, N = 4SE +/- 0.04, N = 4SE +/- 0.06, N = 4SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 343.5123.3959.6831.0167.1335.9162.5741.9553.8140.2148.3531.9038.9723.76MIN: 43 / MAX: 44.91MIN: 23.25 / MAX: 24.1MIN: 58.54 / MAX: 62.25MIN: 29.86 / MAX: 33.48MIN: 65.98 / MAX: 70.89MIN: 34.65 / MAX: 37.75MIN: 61.2 / MAX: 64.08MIN: 41.57 / MAX: 42.56MIN: 52.99 / MAX: 56.35MIN: 39.78 / MAX: 40.88MIN: 47.63 / MAX: 49.46MIN: 31.52 / MAX: 32.65MIN: 38.53 / MAX: 40.01MIN: 23.41 / MAX: 24.11

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0Binary: Pathtracer ISPC - Model: Asian DragonXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734320406080100SE +/- 0.03, N = 4SE +/- 0.03, N = 3SE +/- 0.02, N = 5SE +/- 0.06, N = 4SE +/- 0.09, N = 6SE +/- 0.04, N = 4SE +/- 0.04, N = 5SE +/- 0.03, N = 4SE +/- 0.13, N = 4SE +/- 0.05, N = 3SE +/- 0.07, N = 4SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 355.4129.3175.2540.9884.8645.7960.1040.5151.9438.3546.2930.4538.0123.06MIN: 54.58 / MAX: 57.85MIN: 28.56 / MAX: 31.49MIN: 73.81 / MAX: 79.52MIN: 39.96 / MAX: 43MIN: 82.99 / MAX: 89.58MIN: 45.07 / MAX: 48.58MIN: 59.02 / MAX: 61.86MIN: 40.15 / MAX: 41.05MIN: 50.91 / MAX: 54.47MIN: 37.95 / MAX: 38.96MIN: 45.68 / MAX: 47.36MIN: 30.17 / MAX: 30.93MIN: 37.62 / MAX: 38.66MIN: 22.91 / MAX: 23.57

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 318.3912.2119.2713.1717.6313.6919.0321.0425.0220.3323.2016.1022.5014.941. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431224364860SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.04, N = 4SE +/- 0.04, N = 3SE +/- 0.14, N = 4SE +/- 0.04, N = 3SE +/- 0.05, N = 4SE +/- 0.09, N = 4SE +/- 0.06, N = 5SE +/- 0.07, N = 4SE +/- 0.08, N = 4SE +/- 0.05, N = 3SE +/- 0.09, N = 4SE +/- 0.07, N = 336.8426.6439.2527.0336.4727.4741.5943.2554.1342.3248.9333.4145.8632.351. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431428425670SE +/- 0.05, N = 4SE +/- 0.04, N = 3SE +/- 0.39, N = 4SE +/- 0.03, N = 3SE +/- 0.40, N = 15SE +/- 0.09, N = 3SE +/- 0.39, N = 15SE +/- 0.09, N = 5SE +/- 0.55, N = 5SE +/- 0.17, N = 5SE +/- 0.24, N = 5SE +/- 0.04, N = 4SE +/- 0.18, N = 5SE +/- 0.03, N = 445.1733.9347.4934.3541.4433.7150.6754.2763.5352.8161.7543.0257.1341.241. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431530456075SE +/- 0.31, N = 4SE +/- 0.05, N = 4SE +/- 0.29, N = 4SE +/- 0.03, N = 4SE +/- 0.34, N = 15SE +/- 0.15, N = 4SE +/- 0.78, N = 15SE +/- 0.10, N = 5SE +/- 0.63, N = 6SE +/- 0.09, N = 5SE +/- 0.65, N = 5SE +/- 0.08, N = 5SE +/- 0.47, N = 11SE +/- 0.04, N = 550.5042.9849.7542.4143.3338.5257.9963.2865.3962.2764.7255.3663.3453.291. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 4 - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73430.85031.70062.55093.40124.2515SE +/- 0.023, N = 3SE +/- 0.017, N = 3SE +/- 0.025, N = 3SE +/- 0.013, N = 3SE +/- 0.015, N = 3SE +/- 0.013, N = 3SE +/- 0.017, N = 3SE +/- 0.007, N = 3SE +/- 0.006, N = 3SE +/- 0.011, N = 3SE +/- 0.031, N = 3SE +/- 0.016, N = 3SE +/- 0.010, N = 3SE +/- 0.012, N = 33.4383.0703.3163.2093.0493.0343.4213.6353.6043.6693.5103.4963.7793.4441. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431632486480SE +/- 0.17, N = 4SE +/- 0.23, N = 4SE +/- 0.42, N = 4SE +/- 0.24, N = 4SE +/- 0.54, N = 4SE +/- 0.22, N = 4SE +/- 0.27, N = 5SE +/- 0.30, N = 5SE +/- 0.38, N = 5SE +/- 0.12, N = 5SE +/- 0.67, N = 5SE +/- 0.10, N = 4SE +/- 0.28, N = 5SE +/- 0.11, N = 467.6147.1268.9759.4163.1056.0367.3167.1571.4566.6365.9558.9266.0848.381. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350100150200250SE +/- 0.70, N = 7SE +/- 0.44, N = 8SE +/- 1.23, N = 7SE +/- 0.50, N = 7SE +/- 0.71, N = 7SE +/- 0.49, N = 7SE +/- 1.31, N = 8SE +/- 0.47, N = 8SE +/- 1.43, N = 7SE +/- 0.86, N = 8SE +/- 0.76, N = 7SE +/- 0.80, N = 8SE +/- 0.36, N = 7SE +/- 0.47, N = 8211.63173.29213.42206.81201.07194.14232.00237.13217.70231.54217.43210.55204.55179.071. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350100150200250SE +/- 1.08, N = 8SE +/- 0.40, N = 8SE +/- 1.17, N = 8SE +/- 0.47, N = 8SE +/- 1.06, N = 7SE +/- 0.37, N = 8SE +/- 0.85, N = 8SE +/- 0.51, N = 8SE +/- 1.18, N = 8SE +/- 0.62, N = 8SE +/- 0.58, N = 8SE +/- 0.31, N = 8SE +/- 0.41, N = 8SE +/- 0.40, N = 8200.42166.79200.38190.74180.92176.04203.19214.39193.15210.24193.78195.80191.02172.161. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.123.117.904.098.254.409.796.6911.566.229.184.897.283.791. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343306090120150SE +/- 0.06, N = 7SE +/- 0.06, N = 5SE +/- 0.32, N = 7SE +/- 0.10, N = 6SE +/- 0.31, N = 7SE +/- 0.05, N = 6SE +/- 0.16, N = 7SE +/- 0.19, N = 7SE +/- 0.43, N = 7SE +/- 0.12, N = 7SE +/- 0.12, N = 7SE +/- 0.04, N = 6SE +/- 0.14, N = 7SE +/- 0.07, N = 5117.2665.82136.7185.66128.7291.70138.52119.84149.01111.95136.9585.67116.5671.411. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350100150200250SE +/- 1.19, N = 15SE +/- 0.06, N = 7SE +/- 1.35, N = 15SE +/- 0.23, N = 8SE +/- 0.96, N = 8SE +/- 0.18, N = 8SE +/- 0.70, N = 9SE +/- 0.23, N = 9SE +/- 2.94, N = 15SE +/- 0.27, N = 8SE +/- 1.90, N = 15SE +/- 0.39, N = 8SE +/- 1.02, N = 8SE +/- 0.23, N = 8176.86134.34176.18173.16176.67171.63224.80219.43201.76207.54208.59181.39191.99143.451. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 1.32, N = 6SE +/- 0.57, N = 6SE +/- 1.39, N = 15SE +/- 1.09, N = 15SE +/- 1.44, N = 15SE +/- 1.38, N = 15SE +/- 1.46, N = 15SE +/- 1.40, N = 15SE +/- 1.60, N = 15SE +/- 0.92, N = 15SE +/- 4.20, N = 15SE +/- 1.16, N = 8SE +/- 1.45, N = 15SE +/- 0.79, N = 6141.50109.47139.88141.68137.47143.42172.24171.65163.58161.26154.60140.28152.31111.821. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.27, N = 7SE +/- 0.11, N = 6SE +/- 0.52, N = 6SE +/- 0.26, N = 7SE +/- 0.19, N = 5SE +/- 0.14, N = 7SE +/- 0.20, N = 7SE +/- 0.17, N = 7SE +/- 2.12, N = 15SE +/- 0.48, N = 7SE +/- 0.94, N = 6SE +/- 0.24, N = 7SE +/- 0.22, N = 7SE +/- 0.17, N = 7150.48115.37148.45148.12144.22148.73179.74175.18165.46164.17161.19143.85158.14115.801. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343306090120150SE +/- 0.17, N = 6SE +/- 0.07, N = 6SE +/- 0.33, N = 6SE +/- 0.23, N = 6SE +/- 0.88, N = 5SE +/- 0.18, N = 6SE +/- 0.28, N = 6SE +/- 0.25, N = 7SE +/- 0.59, N = 6SE +/- 0.14, N = 7SE +/- 0.32, N = 6SE +/- 0.18, N = 6SE +/- 0.49, N = 6SE +/- 0.08, N = 6130.4983.38138.19109.31131.90111.92146.48137.52148.84129.22145.30107.77130.2383.731. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734348121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 313.458.1814.229.3712.569.7613.9914.0017.2613.4316.0010.5414.899.26

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343510152025SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 315.059.1616.0010.5114.1210.8815.7115.7719.5915.1018.0611.8716.7810.42

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: SlowXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431428425670SE +/- 0.06, N = 4SE +/- 0.04, N = 3SE +/- 0.13, N = 4SE +/- 0.07, N = 3SE +/- 0.15, N = 4SE +/- 0.04, N = 3SE +/- 0.13, N = 5SE +/- 0.05, N = 4SE +/- 0.11, N = 5SE +/- 0.05, N = 4SE +/- 0.15, N = 5SE +/- 0.03, N = 4SE +/- 0.09, N = 4SE +/- 0.05, N = 438.4333.0551.7433.0244.4828.1356.0741.0963.0040.5259.5238.4543.9238.52

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: MediumXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431632486480SE +/- 0.09, N = 4SE +/- 0.04, N = 4SE +/- 0.14, N = 5SE +/- 0.02, N = 4SE +/- 0.08, N = 4SE +/- 0.02, N = 3SE +/- 0.19, N = 5SE +/- 0.10, N = 4SE +/- 0.19, N = 5SE +/- 0.04, N = 4SE +/- 0.08, N = 5SE +/- 0.09, N = 4SE +/- 0.08, N = 4SE +/- 0.16, N = 443.0437.0057.7037.0849.3931.3561.6646.1470.7545.6066.4743.2749.1543.11

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431224364860SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 4SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 4SE +/- 0.03, N = 4SE +/- 0.15, N = 4SE +/- 0.07, N = 4SE +/- 0.11, N = 4SE +/- 0.08, N = 3SE +/- 0.13, N = 4SE +/- 0.06, N = 335.8924.7039.0326.6536.0126.7942.5640.6751.0539.5245.9831.3041.2028.94

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431224364860SE +/- 0.05, N = 4SE +/- 0.03, N = 3SE +/- 0.06, N = 4SE +/- 0.05, N = 3SE +/- 0.38, N = 4SE +/- 0.01, N = 3SE +/- 0.28, N = 4SE +/- 0.09, N = 4SE +/- 0.22, N = 4SE +/- 0.01, N = 4SE +/- 0.11, N = 4SE +/- 0.15, N = 3SE +/- 0.12, N = 4SE +/- 0.03, N = 338.4626.2641.7328.8237.2228.5045.4942.8151.4641.4648.0733.1042.9530.00

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431224364860SE +/- 0.03, N = 4SE +/- 0.05, N = 3SE +/- 0.18, N = 4SE +/- 0.03, N = 3SE +/- 0.48, N = 4SE +/- 0.01, N = 3SE +/- 0.27, N = 4SE +/- 0.10, N = 4SE +/- 0.28, N = 5SE +/- 0.06, N = 4SE +/- 0.34, N = 4SE +/- 0.08, N = 4SE +/- 0.07, N = 4SE +/- 0.07, N = 342.0831.0344.2433.3038.9231.6748.3147.2453.2146.0749.7738.8846.6535.28

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Very FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.07, N = 7SE +/- 0.10, N = 6SE +/- 0.51, N = 8SE +/- 0.07, N = 7SE +/- 0.79, N = 8SE +/- 0.05, N = 6SE +/- 0.24, N = 9SE +/- 0.17, N = 8SE +/- 0.87, N = 9SE +/- 0.17, N = 8SE +/- 0.70, N = 9SE +/- 0.17, N = 7SE +/- 0.22, N = 8SE +/- 0.15, N = 7116.9793.17150.7198.13131.9387.55168.38130.26173.58129.79164.25118.56134.43110.98

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.15, N = 8SE +/- 0.08, N = 7SE +/- 0.61, N = 8SE +/- 0.06, N = 7SE +/- 0.62, N = 8SE +/- 0.13, N = 6SE +/- 1.30, N = 15SE +/- 0.17, N = 8SE +/- 0.59, N = 9SE +/- 0.09, N = 8SE +/- 0.48, N = 9SE +/- 0.15, N = 8SE +/- 0.15, N = 8SE +/- 0.23, N = 7127.62100.87152.28106.29133.1394.98180.55139.65173.74138.95163.18125.26142.78116.79

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.20, N = 8SE +/- 0.07, N = 7SE +/- 0.69, N = 8SE +/- 0.25, N = 7SE +/- 0.92, N = 8SE +/- 0.15, N = 7SE +/- 1.44, N = 9SE +/- 0.15, N = 8SE +/- 0.58, N = 9SE +/- 0.24, N = 8SE +/- 0.88, N = 9SE +/- 0.17, N = 8SE +/- 0.28, N = 8SE +/- 0.10, N = 8139.86113.18155.38118.47136.60105.96196.33154.38175.35153.97165.33138.79155.33130.30

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under The Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431.10232.20463.30694.40925.5115SE +/- 0.008, N = 3SE +/- 0.005, N = 3SE +/- 0.014, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.010, N = 3SE +/- 0.007, N = 3SE +/- 0.021, N = 3SE +/- 0.008, N = 3SE +/- 0.018, N = 3SE +/- 0.011, N = 3SE +/- 0.005, N = 3SE +/- 0.006, N = 34.4173.8624.3934.0934.0453.7764.4554.7244.6884.5824.6584.4154.8994.3101. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: FasterXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433691215SE +/- 0.011, N = 3SE +/- 0.002, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.036, N = 3SE +/- 0.012, N = 3SE +/- 0.013, N = 3SE +/- 0.013, N = 3SE +/- 0.032, N = 3SE +/- 0.005, N = 3SE +/- 0.066, N = 3SE +/- 0.011, N = 3SE +/- 0.069, N = 3SE +/- 0.024, N = 38.9298.5528.9088.8308.1287.9819.1109.9849.4459.7369.5269.43110.0519.3701. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 1080p - Video Preset: FastXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433691215SE +/- 0.019, N = 3SE +/- 0.004, N = 3SE +/- 0.009, N = 3SE +/- 0.012, N = 3SE +/- 0.021, N = 3SE +/- 0.015, N = 3SE +/- 0.010, N = 3SE +/- 0.008, N = 3SE +/- 0.008, N = 3SE +/- 0.009, N = 3SE +/- 0.008, N = 3SE +/- 0.021, N = 3SE +/- 0.025, N = 3SE +/- 0.023, N = 39.6099.1079.4309.1538.7218.3949.55310.55510.32910.35010.39310.18811.05410.4961. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 1080p - Video Preset: FasterXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343612182430SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.04, N = 322.1622.2322.2722.2720.6420.1522.5124.8422.9624.7123.3524.3624.1925.091. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343714212835SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.29, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 325.0424.9625.5427.7724.4225.7027.1627.6322.6528.2422.1327.0123.0624.861. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P5001000150020002500SE +/- 0.78, N = 4SE +/- 1.38, N = 3SE +/- 7.83, N = 4SE +/- 1.48, N = 3SE +/- 4.35, N = 5SE +/- 0.83, N = 3SE +/- 3.71, N = 5SE +/- 1.10, N = 4SE +/- 4.00, N = 5SE +/- 0.14, N = 3SE +/- 3.16, N = 4SE +/- 0.56, N = 3SE +/- 11.90, N = 41372.93690.471712.72889.012009.721010.281912.741261.442333.761177.571718.94901.851398.411. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Implementation: OpenMP - Input Deck: BM1

EPYC 7343: The test quit with a non-zero exit status.

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343918273645SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 5SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 326.3816.1537.0218.8039.1419.8919.0619.3434.5317.6827.6317.8535.3218.141. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries too. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: AlexNetXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343120240360480600SE +/- 1.21, N = 3SE +/- 0.48, N = 3SE +/- 0.36, N = 3SE +/- 0.74, N = 3SE +/- 1.40, N = 3SE +/- 0.91, N = 3SE +/- 0.10, N = 3SE +/- 0.23, N = 3SE +/- 0.45, N = 3SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3376.10311.20486.36410.32547.55475.07130.65155.25141.81151.07143.50144.99143.84138.96

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 512 - Model: AlexNetXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343120240360480600SE +/- 2.14, N = 3SE +/- 0.70, N = 3SE +/- 0.75, N = 3SE +/- 0.13, N = 3SE +/- 0.62, N = 3SE +/- 0.42, N = 3SE +/- 0.22, N = 3SE +/- 0.27, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.69, N = 3SE +/- 0.34, N = 3SE +/- 0.30, N = 3402.63332.04510.92432.47575.90489.77136.28160.32144.20156.46146.48150.98147.17142.79

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: GoogLeNetXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734360120180240300SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.33, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3182.71148.57231.32189.89253.31203.9258.2372.4662.3469.0270.3965.4970.5664.03

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: ResNet-50Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431632486480SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.23, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 354.3349.2866.4361.9073.4968.0820.7025.3422.7523.7724.0423.4324.0322.37

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 512 - Model: GoogLeNetXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734360120180240300SE +/- 0.84, N = 3SE +/- 0.02, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 0.65, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3188.90151.03234.54191.35257.04205.1760.8273.8663.6870.2071.4365.6771.9063.82

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 512 - Model: ResNet-50Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734320406080100SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.52, N = 3SE +/- 0.03, N = 3SE +/- 0.37, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 356.7350.0166.1262.1874.6868.3821.8526.2623.9624.6625.3624.1625.4322.91

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343918273645SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 326.5413.2134.7917.3937.7018.6731.4522.0739.5919.9032.2516.3224.9212.65

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343150300450600750SE +/- 1.35, N = 3SE +/- 0.24, N = 3SE +/- 4.23, N = 3SE +/- 0.55, N = 3SE +/- 1.61, N = 3SE +/- 1.30, N = 3SE +/- 0.43, N = 3SE +/- 0.08, N = 3SE +/- 0.82, N = 3SE +/- 0.19, N = 3SE +/- 0.51, N = 3SE +/- 0.29, N = 3SE +/- 0.45, N = 3SE +/- 0.06, N = 3482.92242.04589.28294.76704.95362.29455.12294.21488.63283.71384.29226.05280.43163.56

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.30, N = 3SE +/- 0.53, N = 3SE +/- 1.12, N = 3SE +/- 0.41, N = 3SE +/- 0.99, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.28, N = 3SE +/- 0.85, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3125.6063.35157.8183.03177.5992.27132.3091.57156.2482.55127.5467.2097.2052.26

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamEPYC 7713PEPYC 7543EPYC 7513EPYC 74134080120160200SE +/- 0.26, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3177.64124.13113.8591.68

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

EPYC 7343: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

EPYC 7343 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

EPYC 7413 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

EPYC 7513 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6338: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6338 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6342: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6346: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6346 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343140280420560700SE +/- 0.08, N = 3SE +/- 0.23, N = 3SE +/- 2.27, N = 3SE +/- 0.25, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.55, N = 3SE +/- 0.36, N = 3SE +/- 0.50, N = 3SE +/- 0.61, N = 3SE +/- 1.20, N = 3SE +/- 0.51, N = 3SE +/- 0.20, N = 3SE +/- 0.25, N = 3439.33215.84578.25286.88639.77320.01369.54256.52468.93240.41370.19192.68287.18144.23

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734380160240320400SE +/- 0.29, N = 3SE +/- 0.23, N = 3SE +/- 0.35, N = 3SE +/- 0.61, N = 3SE +/- 0.54, N = 3SE +/- 0.37, N = 3SE +/- 0.86, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.28, N = 3SE +/- 0.27, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3231.51115.60313.14157.60345.18173.77271.88186.09335.99172.73270.27139.27206.53105.96

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431530456075SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 345.5523.5959.9731.0165.2133.9046.6831.3955.4729.2743.9123.2933.4217.74

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.13, N = 3SE +/- 0.22, N = 3SE +/- 0.50, N = 3SE +/- 0.06, N = 3SE +/- 0.37, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3113.0755.75150.0975.67167.3883.62138.1493.97170.2686.94137.0470.41104.8953.60

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343918273645SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 326.5213.2134.8617.3837.6318.6931.4022.1239.6619.9832.2516.3725.0212.62

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUEPYC 7513 2PEPYC 7413 2PEPYC 7343 2P3691215SE +/- 0.07, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 39.127.175.74MIN: 8.49 / MAX: 10.09MIN: 6.95 / MAX: 7.96MIN: 5.6 / MAX: 6.16

Scene: DLSC - Acceleration: CPU

EPYC 7343: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

EPYC 7413: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

EPYC 7513: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

EPYC 7543: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

EPYC 7713P: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

Xeon Gold 6338: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

Xeon Gold 6338 2P: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

Xeon Gold 6342: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

Xeon Gold 6346: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

Xeon Gold 6346 2P: The test quit with a non-zero exit status. E: RUNTIME ERROR: Unable to open properties file: DLSC/LuxCoreScene/render.cfg

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 5SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 34.462.345.843.046.093.476.104.366.434.355.143.334.102.48MIN: 1.83 / MAX: 5.18MIN: 0.74 / MAX: 2.79MIN: 2.6 / MAX: 6.73MIN: 1.09 / MAX: 3.58MIN: 2.47 / MAX: 7.28MIN: 1.22 / MAX: 4.08MIN: 2.45 / MAX: 7.16MIN: 1.72 / MAX: 5.07MIN: 2.55 / MAX: 7.63MIN: 1.68 / MAX: 5.04MIN: 1.96 / MAX: 6.18MIN: 1.21 / MAX: 3.89MIN: 1.58 / MAX: 4.79MIN: 0.84 / MAX: 2.91

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 38.775.0111.196.4612.307.0112.448.4213.408.1811.246.568.595.05MIN: 7.63 / MAX: 9.54MIN: 4.73 / MAX: 5.13MIN: 9.51 / MAX: 13.26MIN: 5.76 / MAX: 7.02MIN: 10.28 / MAX: 14.34MIN: 6.3 / MAX: 7.56MIN: 10.8 / MAX: 14.28MIN: 7.45 / MAX: 9.01MIN: 11.54 / MAX: 15.77MIN: 7.2 / MAX: 8.7MIN: 9.76 / MAX: 12.48MIN: 5.93 / MAX: 6.83MIN: 7.51 / MAX: 9.26MIN: 4.74 / MAX: 5.15

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343246810SE +/- 0.06, N = 15SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 34.682.596.163.296.573.676.704.746.754.645.563.684.462.72MIN: 1.67 / MAX: 5.69MIN: 0.88 / MAX: 3.07MIN: 2.54 / MAX: 7.19MIN: 1.23 / MAX: 3.85MIN: 2.6 / MAX: 7.71MIN: 1.31 / MAX: 4.39MIN: 2.57 / MAX: 7.82MIN: 1.8 / MAX: 5.56MIN: 2.41 / MAX: 8.1MIN: 1.79 / MAX: 5.4MIN: 1.97 / MAX: 6.64MIN: 1.36 / MAX: 4.33MIN: 1.61 / MAX: 5.3MIN: 0.96 / MAX: 3.2

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343510152025SE +/- 0.20, N = 15SE +/- 0.07, N = 4SE +/- 0.24, N = 15SE +/- 0.13, N = 5SE +/- 0.23, N = 15SE +/- 0.11, N = 9SE +/- 0.13, N = 5SE +/- 0.18, N = 4SE +/- 0.18, N = 6SE +/- 0.05, N = 5SE +/- 0.09, N = 4SE +/- 0.12, N = 5SE +/- 0.12, N = 4SE +/- 0.08, N = 412.0511.4512.6013.7711.3313.2018.7316.6917.4417.4415.7315.1113.0312.12MIN: 10.43 / MAX: 13.24MIN: 10.45 / MAX: 11.99MIN: 10.6 / MAX: 13.91MIN: 12.72 / MAX: 14.53MIN: 9.36 / MAX: 12.19MIN: 11.71 / MAX: 14.29MIN: 18.24 / MAX: 19.11MIN: 15.03 / MAX: 17.36MIN: 15.46 / MAX: 18.02MIN: 15.75 / MAX: 17.95MIN: 14.3 / MAX: 16.13MIN: 13.66 / MAX: 15.57MIN: 11.85 / MAX: 13.27MIN: 11.11 / MAX: 12.32

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_bareXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P246810SE +/- 0.018, N = 3SE +/- 0.001, N = 3SE +/- 0.019, N = 3SE +/- 0.004, N = 3SE +/- 0.011, N = 3SE +/- 0.025, N = 3SE +/- 0.008, N = 3SE +/- 0.013, N = 3SE +/- 0.019, N = 3SE +/- 0.006, N = 3SE +/- 0.015, N = 3SE +/- 0.003, N = 3SE +/- 0.009, N = 35.3912.6196.7613.3767.3793.7175.0984.0015.5893.5474.8203.0054.0831. (CXX) g++ options: -O3

Implementation: MPI CPU - Input: water_GMX50_bare

EPYC 7343: The test quit with a non-zero exit status. E: mpirun noticed that process rank 9 with PID 0 on node amd-test-02 exited on signal 4 (Illegal instruction).

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734360K120K180K240K300KSE +/- 894.00, N = 3SE +/- 609.52, N = 3SE +/- 950.77, N = 3SE +/- 408.15, N = 3SE +/- 515.32, N = 3SE +/- 104.54, N = 3SE +/- 1599.50, N = 3SE +/- 1364.13, N = 3SE +/- 432.91, N = 3SE +/- 591.09, N = 3SE +/- 1215.21, N = 3SE +/- 369.63, N = 3SE +/- 2617.59, N = 3SE +/- 902.56, N = 3171138177347190873200958156487176284253058246339245226263627225784224875236544172713

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Random FillXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P300K600K900K1200K1500KSE +/- 6232.77, N = 15SE +/- 3806.40, N = 3SE +/- 5000.73, N = 3SE +/- 2897.98, N = 3SE +/- 1945.00, N = 3SE +/- 2134.61, N = 3SE +/- 2590.86, N = 3SE +/- 1034.90, N = 3SE +/- 4422.55, N = 15SE +/- 1896.83, N = 3SE +/- 1471.77, N = 3SE +/- 6147.44, N = 3SE +/- 582.91, N = 39088691300143590231127271848170310884204553277433553284358096253069317404903161991. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Random Fill

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Random ReadXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P60M120M180M240M300MSE +/- 779454.00, N = 3SE +/- 427323.28, N = 3SE +/- 1248520.83, N = 3SE +/- 594128.06, N = 3SE +/- 2092706.33, N = 3SE +/- 260236.87, N = 3SE +/- 795243.99, N = 3SE +/- 275956.06, N = 3SE +/- 716630.49, N = 3SE +/- 207267.91, N = 3SE +/- 885950.65, N = 3SE +/- 547389.34, N = 3SE +/- 286135.95, N = 3154099244773910482107244621040104672269447461134950562464645211617122242991292971509742782384394291204007411812239401. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Random Read

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Update RandomXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P200K400K600K800K1000KSE +/- 1819.77, N = 3SE +/- 648.59, N = 3SE +/- 9205.01, N = 15SE +/- 1500.76, N = 3SE +/- 379.98, N = 3SE +/- 1039.48, N = 3SE +/- 339.25, N = 3SE +/- 2864.72, N = 3SE +/- 3148.37, N = 3SE +/- 1717.10, N = 3SE +/- 3018.40, N = 3SE +/- 708.38, N = 3SE +/- 17553.74, N = 128032317003796407387437004666977937424366336881723515177076563361316383784814791. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Update Random

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Sequential FillXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P300K600K900K1200K1500KSE +/- 6746.06, N = 3SE +/- 2179.57, N = 3SE +/- 4947.74, N = 3SE +/- 1492.53, N = 3SE +/- 3588.97, N = 3SE +/- 4969.08, N = 3SE +/- 106.07, N = 3SE +/- 1902.35, N = 3SE +/- 597.87, N = 3SE +/- 2451.41, N = 3SE +/- 319.69, N = 3SE +/- 3079.56, N = 3SE +/- 532.43, N = 39661891508607597465144321648865912699464522917747652997328648022868588212793235981. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Sequential Fill

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Random Fill SyncXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P80K160K240K320K400KSE +/- 2669.53, N = 3SE +/- 98.97, N = 3SE +/- 6251.07, N = 15SE +/- 194.11, N = 3SE +/- 931.26, N = 3SE +/- 79.36, N = 3SE +/- 1530.69, N = 3SE +/- 1077.11, N = 3SE +/- 1581.82, N = 3SE +/- 911.55, N = 3SE +/- 1013.52, N = 3SE +/- 831.59, N = 3SE +/- 335.00, N = 32898962087133671622775533071332970292672822337431972272381271654801992211708281. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Random Fill Sync

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Read While WritingXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P2M4M6M8M10MSE +/- 42331.24, N = 15SE +/- 23057.76, N = 3SE +/- 44785.37, N = 3SE +/- 40873.57, N = 5SE +/- 153728.35, N = 12SE +/- 22775.73, N = 3SE +/- 68024.06, N = 3SE +/- 15721.89, N = 3SE +/- 135593.38, N = 15SE +/- 32029.62, N = 3SE +/- 142144.80, N = 15SE +/- 43415.41, N = 4SE +/- 76523.17, N = 1349436703142066623096738253467436444479313779329335147499806305051306846957204411764348642991. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Read While Writing

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Read Random Write RandomXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P600K1200K1800K2400K3000KSE +/- 37734.79, N = 3SE +/- 2003.10, N = 3SE +/- 14296.96, N = 3SE +/- 4554.38, N = 3SE +/- 17390.98, N = 15SE +/- 2675.18, N = 3SE +/- 27203.96, N = 6SE +/- 17808.71, N = 3SE +/- 5136.66, N = 3SE +/- 1879.76, N = 3SE +/- 6678.29, N = 3SE +/- 2301.51, N = 3SE +/- 3492.11, N = 327624542311235277989024204222579926277054727618362690298220487127500662190994236943921951911. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Read Random Write Random

EPYC 7343: The test quit with a non-zero exit status.

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.18Set To Get Ratio: 1:5Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343900K1800K2700K3600K4500KSE +/- 20598.32, N = 3SE +/- 27130.94, N = 3SE +/- 28979.64, N = 3SE +/- 34848.84, N = 8SE +/- 21079.66, N = 14SE +/- 26712.28, N = 3SE +/- 47663.26, N = 3SE +/- 6964.53, N = 3SE +/- 36603.84, N = 15SE +/- 6378.36, N = 3SE +/- 51036.74, N = 15SE +/- 20367.20, N = 3SE +/- 24137.01, N = 3SE +/- 3957.77, N = 33597757.553346967.773701213.864068619.973270779.444271575.653378044.123574540.351867112.743632495.022164592.242917560.702421891.742199582.801. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.18Set To Get Ratio: 1:10Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431000K2000K3000K4000K5000KSE +/- 36081.97, N = 15SE +/- 23174.23, N = 3SE +/- 44938.98, N = 15SE +/- 13454.68, N = 3SE +/- 79008.26, N = 15SE +/- 14309.07, N = 3SE +/- 53174.54, N = 4SE +/- 16723.87, N = 3SE +/- 10361.68, N = 3SE +/- 10592.08, N = 3SE +/- 12992.60, N = 3SE +/- 9446.47, N = 3SE +/- 10464.07, N = 3SE +/- 6608.23, N = 33912323.123159962.473969670.994053902.813551712.124262554.194786407.253481927.794105338.274198464.113691244.973431617.242826219.162548333.191. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.18Set To Get Ratio: 1:100Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343800K1600K2400K3200K4000KSE +/- 24448.73, N = 3SE +/- 27101.83, N = 15SE +/- 43191.93, N = 15SE +/- 34942.45, N = 3SE +/- 60239.97, N = 15SE +/- 34881.31, N = 3SE +/- 31526.72, N = 9SE +/- 40574.62, N = 3SE +/- 1121.75, N = 3SE +/- 20057.86, N = 3SE +/- 22542.41, N = 15SE +/- 18487.99, N = 3SE +/- 4664.77, N = 3SE +/- 9721.14, N = 32874778.002164237.052971169.052842403.962802626.262937926.063893409.952848831.243518612.742981451.322952893.822309617.422373328.371610909.221. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

CloudSuite Web Serving

CloudSuite Web Serving is a Docker-based web server benchmark making use of a web server with Memcached and a MySQL database server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgops/sec, More Is BetterCloudSuite Web ServingLoad Scale: 100Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73432468107.5337.3837.1837.5177.3507.5177.1006.5835.4177.4175.3007.5835.5507.333

OpenBenchmarking.orgops/sec, More Is BetterCloudSuite Web ServingLoad Scale: 400Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434812162011.7313.5511.7014.7011.9312.3813.2713.8011.2014.8811.9714.7311.4311.83

OpenBenchmarking.orgops/sec, More Is BetterCloudSuite Web ServingLoad Scale: 500Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434812162012.30012.95012.71715.4339.60013.31715.28313.05011.81715.26712.08314.58311.21711.600

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734390180270360450SE +/- 9.20, N = 12SE +/- 0.53, N = 3SE +/- 1.29, N = 3SE +/- 3.58, N = 3SE +/- 2.01, N = 3SE +/- 1.98, N = 3SE +/- 3.48, N = 3SE +/- 1.20, N = 3SE +/- 2.43, N = 3SE +/- 3.29, N = 3SE +/- 0.97, N = 3SE +/- 1.47, N = 3SE +/- 2.96, N = 3SE +/- 2.07, N = 3360.92283.16411.38312.11388.39311.11365.79410.64412.09362.00429.39351.34423.79336.88MIN: 20.41 / MAX: 6000MIN: 10.81 / MAX: 6666.67MIN: 28.04 / MAX: 5000MIN: 14.74 / MAX: 6666.67MIN: 29.17 / MAX: 5454.55MIN: 15.86 / MAX: 5454.55MIN: 31.86 / MAX: 5454.55MIN: 22.56 / MAX: 6666.67MIN: 34.8 / MAX: 4000MIN: 21.03 / MAX: 6000MIN: 31.35 / MAX: 5000MIN: 17.17 / MAX: 6666.67MIN: 23.78 / MAX: 4285.71MIN: 13.48 / MAX: 7500

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343100200300400500SE +/- 9.42, N = 12SE +/- 1.01, N = 3SE +/- 2.05, N = 3SE +/- 3.16, N = 3SE +/- 5.74, N = 3SE +/- 2.19, N = 3SE +/- 3.18, N = 3SE +/- 0.54, N = 3SE +/- 2.78, N = 3SE +/- 1.23, N = 3SE +/- 7.88, N = 3SE +/- 2.06, N = 3SE +/- 1.63, N = 3SE +/- 3.50, N = 3378.61294.82433.55321.66405.08325.13375.36425.45436.77377.03437.50363.28443.07346.00MIN: 20.51 / MAX: 6666.67MIN: 10.95 / MAX: 7500MIN: 28.48 / MAX: 6000MIN: 14.82 / MAX: 6666.67MIN: 29.11 / MAX: 5000MIN: 15.85 / MAX: 5454.55MIN: 32 / MAX: 6000MIN: 22.68 / MAX: 6666.67MIN: 35.19 / MAX: 5454.55MIN: 21.37 / MAX: 6666.67MIN: 31.66 / MAX: 5000MIN: 17.19 / MAX: 7500MIN: 23.91 / MAX: 5454.55MIN: 13.53 / MAX: 7500

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343100200300400500SE +/- 9.11, N = 12SE +/- 1.18, N = 3SE +/- 3.32, N = 3SE +/- 1.90, N = 3SE +/- 4.19, N = 3SE +/- 1.64, N = 3SE +/- 1.15, N = 3SE +/- 0.23, N = 3SE +/- 2.98, N = 3SE +/- 2.21, N = 3SE +/- 5.82, N = 3SE +/- 2.07, N = 3SE +/- 1.18, N = 3SE +/- 1.99, N = 3379.26295.42425.45325.08407.09325.93380.10425.48435.85379.67440.92360.64443.72345.53MIN: 20.98 / MAX: 6000MIN: 10.91 / MAX: 7500MIN: 28.42 / MAX: 5000MIN: 14.7 / MAX: 6666.67MIN: 29.41 / MAX: 5454.55MIN: 15.81 / MAX: 6000MIN: 31.95 / MAX: 6000MIN: 22.74 / MAX: 6000MIN: 35.71 / MAX: 4615.38MIN: 21.33 / MAX: 6666.67MIN: 31.68 / MAX: 4615.38MIN: 17.17 / MAX: 6666.67MIN: 24.16 / MAX: 6000MIN: 13.57 / MAX: 7500

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338EPYC 7543EPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P50K100K150K200K250KSE +/- 249.31, N = 3SE +/- 93.41, N = 3SE +/- 497.21, N = 3SE +/- 68.69, N = 3SE +/- 57.06, N = 3SE +/- 118.51, N = 3SE +/- 66.37, N = 3SE +/- 1585.18, N = 5SE +/- 7.14, N = 3SE +/- 889.98, N = 3199748.09118699.47225527.80140495.61151274.54147786.59152248.92144891.45127405.11146481.53-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O21. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl

Connections: 100

EPYC 7343: The test quit with a non-zero exit status. E: unable to connect to 127.0.0.1:8089 Connection refused

EPYC 7513 2P: The test quit with a non-zero exit status.

EPYC 7713P: The test quit with a non-zero exit status.

Xeon Gold 6338 2P: The test quit with a non-zero exit status.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P40K80K120K160K200KSE +/- 149.37, N = 3SE +/- 24.68, N = 3SE +/- 512.32, N = 3SE +/- 76.21, N = 3SE +/- 271.76, N = 3SE +/- 41.84, N = 3SE +/- 498.75, N = 3SE +/- 73.04, N = 3SE +/- 704.77, N = 3SE +/- 142.56, N = 3SE +/- 288.51, N = 3SE +/- 83.69, N = 3SE +/- 248.07, N = 3207770.19118110.63205476.78141544.55205570.62160541.79167224.22161270.01151573.48160998.23135890.54129033.29155325.61-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O21. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl

Connections: 200

EPYC 7343: The test quit with a non-zero exit status. E: unable to connect to 127.0.0.1:8089 Connection refused

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P40K80K120K160K200KSE +/- 232.73, N = 3SE +/- 92.60, N = 3SE +/- 580.70, N = 3SE +/- 169.87, N = 3SE +/- 313.96, N = 3SE +/- 37.98, N = 3SE +/- 309.16, N = 3SE +/- 72.87, N = 3SE +/- 800.94, N = 3SE +/- 89.54, N = 3SE +/- 279.41, N = 3SE +/- 37.87, N = 3SE +/- 185.36, N = 3207339.64113630.04204325.45141031.60180812.11160307.52156012.00165787.42140932.43159784.56133788.29131406.38157128.24-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O21. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl

Connections: 500

EPYC 7343: The test quit with a non-zero exit status. E: unable to connect to 127.0.0.1:8089 Connection refused

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413EPYC 7343 2P40K80K120K160K200KSE +/- 140.88, N = 3SE +/- 58.40, N = 3SE +/- 520.06, N = 3SE +/- 108.10, N = 3SE +/- 416.78, N = 3SE +/- 234.38, N = 3SE +/- 323.88, N = 3SE +/- 148.74, N = 3SE +/- 336.74, N = 3SE +/- 94.36, N = 3SE +/- 1390.17, N = 3SE +/- 189.01, N = 3199978.55109860.58200467.73153700.70178255.95164486.94151997.72165810.67135921.70156398.74129682.72151418.97-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O2-std=c99 -O21. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl

Connections: 1000

EPYC 7343: The test quit with a non-zero exit status. E: unable to connect to 127.0.0.1:8089 Connection refused

EPYC 7413 2P: The test quit with a non-zero exit status.

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343200K400K600K800K1000KSE +/- 1806.45, N = 3SE +/- 678.65, N = 3SE +/- 580.18, N = 3SE +/- 581.13, N = 3SE +/- 340.03, N = 3SE +/- 1918.32, N = 3SE +/- 3010.31, N = 3SE +/- 1437.74, N = 3SE +/- 1938.22, N = 3SE +/- 4086.10, N = 3SE +/- 4937.26, N = 3SE +/- 1332.81, N = 3SE +/- 2797.29, N = 3SE +/- 1077.87, N = 3809727812732789297788731722240719675678966687000686597678084680136670928735624732752

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433K6K9K12K15KSE +/- 0.90, N = 3SE +/- 0.18, N = 3SE +/- 5.32, N = 3SE +/- 13.25, N = 3SE +/- 0.24, N = 3SE +/- 0.27, N = 3SE +/- 10.29, N = 3SE +/- 7.21, N = 3SE +/- 12.10, N = 3SE +/- 5.98, N = 3SE +/- 9.47, N = 3SE +/- 0.09, N = 3SE +/- 5.12, N = 3SE +/- 3.48, N = 38906.14397.212235.16109.712874.96442.712568.17963.115222.37637.811846.85947.98794.64398.61. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsssp max_TEPS, More Is BetterGraph500 3.0Scale: 26Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7343 2PEPYC 734370M140M210M280M350M2450530001542090002950100002130960002889590002680160003224750002262390002947820002189860001497100001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Scale: 26

EPYC 7413: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

Xeon Gold 6342: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 26Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7343 2PEPYC 734350M100M150M200M250M1876540001179190002384600001683740002271750002045190002550360001763710002252840001742190001142950001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Scale: 26

EPYC 7413: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

Xeon Gold 6342: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 800 - Mode: Read OnlyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343200K400K600K800K1000KSE +/- 10990.82, N = 12SE +/- 4113.36, N = 3SE +/- 30362.30, N = 12SE +/- 1328.10, N = 3SE +/- 4309.16, N = 3SE +/- 137.25, N = 3SE +/- 19623.01, N = 12SE +/- 4126.34, N = 3SE +/- 41984.11, N = 6SE +/- 28926.74, N = 11SE +/- 19094.08, N = 9SE +/- 2318.40, N = 3SE +/- 9801.20, N = 3SE +/- 7215.33, N = 31067716746302850161983473750218112366383508710747656900199843947650909124278556426957611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 1000 - Mode: Read OnlyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343200K400K600K800K1000KSE +/- 8418.28, N = 3SE +/- 1889.54, N = 3SE +/- 10454.75, N = 12SE +/- 1181.85, N = 3SE +/- 30718.02, N = 12SE +/- 4354.62, N = 3SE +/- 4640.40, N = 3SE +/- 4439.63, N = 3SE +/- 10642.91, N = 9SE +/- 2084.66, N = 3SE +/- 11363.61, N = 12SE +/- 7500.42, N = 3SE +/- 3271.24, N = 3SE +/- 1636.62, N = 3997957742550851464927858754104107858672133510087416387319763327281848842138490196852391. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 800 - Mode: Read WriteXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73436K12K18K24K30KSE +/- 299.85, N = 3SE +/- 55.23, N = 3SE +/- 131.27, N = 3SE +/- 132.14, N = 3SE +/- 83.93, N = 3SE +/- 190.25, N = 3SE +/- 136.50, N = 3SE +/- 26.13, N = 3SE +/- 590.01, N = 9SE +/- 52.15, N = 3SE +/- 109.43, N = 3SE +/- 611.47, N = 12SE +/- 176.72, N = 12SE +/- 214.52, N = 323290278532192924360195402222812245118458552137778736242518492256791. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 1000 - Mode: Read WriteXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73436K12K18K24K30KSE +/- 300.77, N = 3SE +/- 212.63, N = 3SE +/- 180.74, N = 3SE +/- 144.91, N = 3SE +/- 265.07, N = 3SE +/- 84.27, N = 3SE +/- 567.20, N = 9SE +/- 167.15, N = 12SE +/- 88.49, N = 3SE +/- 246.74, N = 12SE +/- 68.86, N = 3SE +/- 239.71, N = 7SE +/- 43.57, N = 3SE +/- 210.94, N = 3235802786122138253771932222446156831206810651138659798256748356248211. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343200K400K600K800K1000KSE +/- 232.08, N = 3SE +/- 83.11, N = 3SE +/- 292.45, N = 3SE +/- 54.53, N = 3SE +/- 40.84, N = 3SE +/- 41.22, N = 3SE +/- 53.07, N = 3SE +/- 34.51, N = 3SE +/- 55.88, N = 3SE +/- 556.85, N = 3SE +/- 52.75, N = 3SE +/- 51.25, N = 3SE +/- 36.78, N = 3SE +/- 27.40, N = 3580306.3286703.7798077.1398769.3838351.8419447.9823388.7522787.31003089.4501938.9778483.0390326.3574456.9287549.01. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73439K18K27K36K45KSE +/- 40.17, N = 5SE +/- 11.87, N = 6SE +/- 38.77, N = 6SE +/- 26.68, N = 6SE +/- 13.51, N = 4SE +/- 85.02, N = 5SE +/- 29.51, N = 3SE +/- 138.07, N = 5SE +/- 90.00, N = 4SE +/- 101.13, N = 5SE +/- 276.03, N = 15SE +/- 25.11, N = 6SE +/- 149.46, N = 6SE +/- 24.59, N = 622099.3210152.7626940.989964.4139798.6918868.7222242.5321129.4137170.8618098.8025716.779682.8027713.9410323.181. (CXX) g++ options: -O3 -fopenmp -lm -lmpi_cxx -lmpi

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73430.25730.51460.77191.02921.2865SE +/- 0.00067, N = 3SE +/- 0.00172, N = 3SE +/- 0.00083, N = 3SE +/- 0.00023, N = 3SE +/- 0.00053, N = 3SE +/- 0.00160, N = 3SE +/- 0.00061, N = 3SE +/- 0.00115, N = 3SE +/- 0.00049, N = 3SE +/- 0.00039, N = 3SE +/- 0.00231, N = 3SE +/- 0.00216, N = 3SE +/- 0.00060, N = 3SE +/- 0.00059, N = 30.493540.987420.380910.751730.355020.702150.455910.655540.367160.715850.470530.886770.592601.14340

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431020304050SE +/- 0.016802, N = 3SE +/- 0.018190, N = 3SE +/- 0.015004, N = 3SE +/- 0.024301, N = 3SE +/- 0.024622, N = 3SE +/- 0.015982, N = 3SE +/- 0.083702, N = 4SE +/- 0.049389, N = 3SE +/- 0.049248, N = 5SE +/- 0.031210, N = 3SE +/- 0.029276, N = 4SE +/- 0.083410, N = 3SE +/- 0.078086, N = 4SE +/- 0.053422, N = 322.14267041.96762018.26646031.83193019.64620030.86947011.31944015.3971708.76146217.88689010.79851021.41936013.47434026.9280701. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343510152025SE +/- 0.008469, N = 5SE +/- 0.006168, N = 3SE +/- 0.022667, N = 5SE +/- 0.025498, N = 3SE +/- 0.011875, N = 5SE +/- 0.017732, N = 4SE +/- 0.054440, N = 6SE +/- 0.028009, N = 5SE +/- 0.022993, N = 6SE +/- 0.065044, N = 4SE +/- 0.020399, N = 6SE +/- 0.066993, N = 4SE +/- 0.016342, N = 5SE +/- 0.027516, N = 39.73306519.4932807.52382415.6918207.34737914.4470206.2467048.5755964.82764810.8357505.97665312.9578907.61804616.6924201. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P0.60011.20021.80032.40043.0005SE +/- 0.025234, N = 15SE +/- 0.006714, N = 4SE +/- 0.023972, N = 12SE +/- 0.007581, N = 4SE +/- 0.084321, N = 15SE +/- 0.015644, N = 4SE +/- 0.089162, N = 15SE +/- 0.019283, N = 15SE +/- 0.151936, N = 15SE +/- 0.030750, N = 15SE +/- 0.084917, N = 15SE +/- 0.014584, N = 9SE +/- 0.013668, N = 41.1786401.6947001.0887801.4764901.6644301.3952102.0464001.4949802.6669801.5944502.1975001.7525201.661420MIN: 0.89MIN: 1.42MIN: 0.84MIN: 1.22MIN: 1.04MIN: 1.18MIN: 1.33MIN: 1.25MIN: 1.38MIN: 1.3MIN: 1.4MIN: 1.5MIN: 1.241. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P0.95981.91962.87943.83924.799SE +/- 0.01988, N = 7SE +/- 0.01253, N = 5SE +/- 0.02380, N = 15SE +/- 0.01211, N = 5SE +/- 0.02635, N = 15SE +/- 0.01676, N = 6SE +/- 0.01496, N = 5SE +/- 0.00978, N = 5SE +/- 0.03491, N = 15SE +/- 0.01307, N = 5SE +/- 0.02328, N = 5SE +/- 0.00276, N = 5SE +/- 0.02810, N = 52.217821.847702.399621.669312.402821.642483.784662.022664.265993.631154.000352.797003.09624MIN: 2.07MIN: 1.71MIN: 2.1MIN: 1.57MIN: 2.02MIN: 1.54MIN: 3.41MIN: 1.82MIN: 3.76MIN: 3.48MIN: 3.18MIN: 2.65MIN: 2.381. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 63381.00842.01683.02524.03365.042SE +/- 0.10360, N = 12SE +/- 0.01308, N = 4SE +/- 0.04593, N = 15SE +/- 0.02674, N = 4SE +/- 0.05784, N = 15SE +/- 0.07340, N = 153.018234.206813.976314.481833.675923.34833MIN: 2.29MIN: 4.02MIN: 3.34MIN: 4.14MIN: 2.72MIN: 2.871. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

EPYC 7343 2P: The test run did not produce a result.

EPYC 7413: The test run did not produce a result.

EPYC 7413 2P: The test run did not produce a result.

EPYC 7513: The test run did not produce a result.

EPYC 7513 2P: The test run did not produce a result.

EPYC 7543: The test run did not produce a result.

EPYC 7713P: The test run did not produce a result.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 63380.54671.09341.64012.18682.7335SE +/- 0.02196, N = 12SE +/- 0.00397, N = 5SE +/- 0.02225, N = 15SE +/- 0.00547, N = 5SE +/- 0.04314, N = 12SE +/- 0.01302, N = 51.623901.806062.429692.220711.886321.81562MIN: 1.37MIN: 1.69MIN: 1.94MIN: 1.86MIN: 1.28MIN: 1.431. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

EPYC 7343 2P: The test run did not produce a result.

EPYC 7413: The test run did not produce a result.

EPYC 7413 2P: The test run did not produce a result.

EPYC 7513: The test run did not produce a result.

EPYC 7513 2P: The test run did not produce a result.

EPYC 7543: The test run did not produce a result.

EPYC 7713P: The test run did not produce a result.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P0.75181.50362.25543.00723.759SE +/- 0.028591, N = 15SE +/- 0.003371, N = 7SE +/- 0.026790, N = 7SE +/- 0.009698, N = 7SE +/- 0.018972, N = 10SE +/- 0.007172, N = 7SE +/- 0.000877, N = 7SE +/- 0.001763, N = 7SE +/- 0.004296, N = 7SE +/- 0.002206, N = 7SE +/- 0.001690, N = 7SE +/- 0.003897, N = 7SE +/- 0.003169, N = 73.3412501.9420002.9934001.8219002.4662701.7112900.9379181.3013800.7868031.9501600.9404552.1373101.188400MIN: 3.07MIN: 1.73MIN: 2.81MIN: 1.68MIN: 2.29MIN: 1.58MIN: 0.87MIN: 1.15MIN: 0.68MIN: 1.75MIN: 0.75MIN: 1.86MIN: 0.941. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P3691215SE +/- 0.00229, N = 3SE +/- 0.00784, N = 3SE +/- 0.06310, N = 3SE +/- 0.00667, N = 3SE +/- 0.03026, N = 3SE +/- 0.04992, N = 3SE +/- 0.03340, N = 3SE +/- 0.01466, N = 3SE +/- 0.02793, N = 3SE +/- 0.01665, N = 3SE +/- 0.09795, N = 3SE +/- 0.03643, N = 15SE +/- 0.06890, N = 53.691043.776444.762303.289946.561644.489366.949034.8689910.009624.647827.897004.707496.26194MIN: 3.12MIN: 3.04MIN: 3.24MIN: 2.86MIN: 5.75MIN: 3.05MIN: 4.75MIN: 3.71MIN: 7.97MIN: 3.7MIN: 6.4MIN: 3.51MIN: 4.391. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P0.73811.47622.21432.95243.6905SE +/- 0.00228, N = 9SE +/- 0.01627, N = 9SE +/- 0.00211, N = 9SE +/- 0.00359, N = 9SE +/- 0.00134, N = 9SE +/- 0.00280, N = 9SE +/- 0.02517, N = 15SE +/- 0.00439, N = 9SE +/- 0.01467, N = 15SE +/- 0.00505, N = 9SE +/- 0.00706, N = 9SE +/- 0.00656, N = 9SE +/- 0.00873, N = 91.372422.624031.156411.990511.143131.923803.251372.989002.040483.178401.883343.280302.82788MIN: 1.2MIN: 2.27MIN: 0.96MIN: 1.71MIN: 1.04MIN: 1.66MIN: 1.97MIN: 2.73MIN: 1.66MIN: 2.9MIN: 1.51MIN: 2.8MIN: 2.421. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P11002200330044005500SE +/- 5.21, N = 3SE +/- 4.00, N = 3SE +/- 2.77, N = 3SE +/- 8.94, N = 3SE +/- 7.95, N = 4SE +/- 2.55, N = 3SE +/- 24.77, N = 3SE +/- 4.18, N = 3SE +/- 16.16, N = 3SE +/- 21.33, N = 15SE +/- 26.23, N = 3SE +/- 10.97, N = 3SE +/- 10.84, N = 3702.691289.58703.511086.78681.16901.442720.071974.315074.571957.832774.021797.922958.98MIN: 661.24MIN: 1210.65MIN: 667.26MIN: 977.32MIN: 629.82MIN: 839.85MIN: 2539.45MIN: 1898.4MIN: 4606.82MIN: 1702.97MIN: 2185.12MIN: 1725.59MIN: 2682.111. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P400800120016002000SE +/- 3.56, N = 3SE +/- 3.31, N = 3SE +/- 4.97, N = 3SE +/- 4.35, N = 15SE +/- 5.30, N = 3SE +/- 1.92, N = 3SE +/- 6.16, N = 3SE +/- 6.02, N = 3SE +/- 20.35, N = 15SE +/- 9.52, N = 3SE +/- 15.21, N = 15SE +/- 6.23, N = 3SE +/- 16.64, N = 3413.29722.17430.60642.83472.89521.571183.301106.751606.421109.991604.831070.141837.89MIN: 389.55MIN: 673.5MIN: 402.38MIN: 575.4MIN: 446.12MIN: 489.81MIN: 1108.19MIN: 1032.76MIN: 1227.37MIN: 1036.06MIN: 1222.24MIN: 1010.54MIN: 1460.531. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338246810SE +/- 0.00127, N = 7SE +/- 0.00522, N = 7SE +/- 0.00414, N = 7SE +/- 0.02123, N = 7SE +/- 0.00326, N = 7SE +/- 0.01186, N = 74.232728.241653.107636.037502.926555.74487MIN: 4.15MIN: 8.12MIN: 3.01MIN: 5.8MIN: 2.88MIN: 5.581. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

EPYC 7343 2P: The test run did not produce a result.

EPYC 7413: The test run did not produce a result.

EPYC 7413 2P: The test run did not produce a result.

EPYC 7513: The test run did not produce a result.

EPYC 7513 2P: The test run did not produce a result.

EPYC 7543: The test run did not produce a result.

EPYC 7713P: The test run did not produce a result.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 63383691215SE +/- 0.00555, N = 3SE +/- 0.01258, N = 3SE +/- 0.04874, N = 3SE +/- 0.04067, N = 3SE +/- 0.00935, N = 3SE +/- 0.01350, N = 35.8613411.415204.666198.614044.333157.86162MIN: 5.72MIN: 11.11MIN: 4.34MIN: 8.14MIN: 4.14MIN: 7.581. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

EPYC 7343 2P: The test run did not produce a result.

EPYC 7413: The test run did not produce a result.

EPYC 7413 2P: The test run did not produce a result.

EPYC 7513: The test run did not produce a result.

EPYC 7513 2P: The test run did not produce a result.

EPYC 7543: The test run did not produce a result.

EPYC 7713P: The test run did not produce a result.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 63383691215SE +/- 0.00667, N = 9SE +/- 0.00399, N = 9SE +/- 0.00319, N = 9SE +/- 0.00908, N = 9SE +/- 0.00722, N = 9SE +/- 0.01476, N = 95.9220111.439904.247248.297125.025857.88371MIN: 5.79MIN: 11.21MIN: 4.13MIN: 8.01MIN: 4.84MIN: 7.661. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

EPYC 7343 2P: The test run did not produce a result.

EPYC 7413: The test run did not produce a result.

EPYC 7413 2P: The test run did not produce a result.

EPYC 7513: The test run did not produce a result.

EPYC 7513 2P: The test run did not produce a result.

EPYC 7543: The test run did not produce a result.

EPYC 7713P: The test run did not produce a result.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P3691215SE +/- 0.001288, N = 4SE +/- 0.004663, N = 4SE +/- 0.000460, N = 4SE +/- 0.002543, N = 4SE +/- 0.001294, N = 4SE +/- 0.001079, N = 4SE +/- 0.912376, N = 12SE +/- 0.559435, N = 15SE +/- 1.169116, N = 15SE +/- 0.393240, N = 12SE +/- 1.007343, N = 15SE +/- 0.206028, N = 15SE +/- 0.837375, N = 150.3946110.8066710.2555850.5871020.2552350.5214466.4868104.31859012.2879402.3230209.1300002.3543808.358690MIN: 2.12MIN: 1.39MIN: 4.19MIN: 1.19MIN: 3.45MIN: 1.2MIN: 2.641. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P11002200330044005500SE +/- 2.28, N = 3SE +/- 3.49, N = 3SE +/- 5.69, N = 3SE +/- 8.46, N = 3SE +/- 7.44, N = 5SE +/- 2.21, N = 3SE +/- 26.36, N = 15SE +/- 14.60, N = 3SE +/- 37.47, N = 15SE +/- 9.33, N = 3SE +/- 39.18, N = 3SE +/- 2.38, N = 3SE +/- 18.38, N = 3701.321294.14703.721076.71690.75907.292712.501989.755033.871975.472840.001795.392900.06MIN: 665.02MIN: 1216.99MIN: 663.96MIN: 974.49MIN: 635.03MIN: 846.78MIN: 2373.24MIN: 1902.82MIN: 4268.26MIN: 1894.9MIN: 2260.17MIN: 1733.94MIN: 2610.361. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2P400800120016002000SE +/- 1.64, N = 3SE +/- 2.43, N = 3SE +/- 6.32, N = 3SE +/- 3.92, N = 3SE +/- 3.44, N = 15SE +/- 0.27, N = 3SE +/- 13.60, N = 3SE +/- 8.28, N = 3SE +/- 14.95, N = 15SE +/- 7.84, N = 3SE +/- 19.63, N = 3SE +/- 4.33, N = 3SE +/- 7.96, N = 3416.42717.81442.01638.13457.95520.561186.001092.811615.131124.531602.681073.721754.12MIN: 392.54MIN: 671.06MIN: 414.92MIN: 586.68MIN: 415.28MIN: 491.07MIN: 1109.52MIN: 1014.43MIN: 1226.35MIN: 1050.25MIN: 1268.13MIN: 1016.27MIN: 1418.921. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 63383691215SE +/- 0.39591, N = 12SE +/- 0.12995, N = 12SE +/- 0.45466, N = 15SE +/- 0.24995, N = 12SE +/- 0.76540, N = 12SE +/- 0.29445, N = 155.501352.216226.989452.8048110.562783.88765MIN: 3.49MIN: 1.72MIN: 3.99MIN: 1.46MIN: 4.94MIN: 21. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU

EPYC 7343: The test quit with a non-zero exit status.

EPYC 7343 2P: The test run did not produce a result.

EPYC 7413: The test run did not produce a result.

EPYC 7413 2P: The test run did not produce a result.

EPYC 7513: The test run did not produce a result.

EPYC 7513 2P: The test run did not produce a result.

EPYC 7543: The test run did not produce a result.

EPYC 7713P: The test run did not produce a result.

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734315003000450060007500SE +/- 7.69, N = 3SE +/- 34.35, N = 3SE +/- 3.18, N = 3SE +/- 6.57, N = 3SE +/- 10.00, N = 3SE +/- 17.29, N = 3SE +/- 2.96, N = 3SE +/- 5.24, N = 3SE +/- 0.33, N = 3SE +/- 19.73, N = 3SE +/- 4.18, N = 3SE +/- 10.48, N = 3SE +/- 15.06, N = 3SE +/- 30.83, N = 3253451991956376916413314242437672150401427225121362868051. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73432K4K6K8K10KSE +/- 12.78, N = 3SE +/- 7.21, N = 3SE +/- 11.06, N = 3SE +/- 16.80, N = 3SE +/- 0.88, N = 3SE +/- 15.01, N = 3SE +/- 8.33, N = 3SE +/- 6.51, N = 3SE +/- 12.06, N = 3SE +/- 22.62, N = 3SE +/- 6.98, N = 3SE +/- 17.21, N = 3SE +/- 5.04, N = 3SE +/- 14.64, N = 3300163212330462119793967287444862538476932526067433681721. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350K100K150K200K250KSE +/- 405.08, N = 3SE +/- 433.96, N = 3SE +/- 130.77, N = 3SE +/- 380.50, N = 3SE +/- 247.04, N = 3SE +/- 153.33, N = 3SE +/- 129.50, N = 3SE +/- 100.17, N = 3SE +/- 95.38, N = 3SE +/- 22.36, N = 3SE +/- 593.91, N = 3SE +/- 660.98, N = 3SE +/- 322.54, N = 3SE +/- 1066.52, N = 38729017164667775127865526461131498400112707874566135636938341701901202642242981. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734360K120K180K240K300KSE +/- 152.22, N = 3SE +/- 339.77, N = 3SE +/- 207.56, N = 3SE +/- 873.63, N = 3SE +/- 150.12, N = 3SE +/- 384.33, N = 3SE +/- 89.37, N = 3SE +/- 601.99, N = 3SE +/- 337.67, N = 3SE +/- 453.13, N = 3SE +/- 865.73, N = 3SE +/- 1060.89, N = 3SE +/- 359.93, N = 3SE +/- 981.14, N = 3103047207128807801520616953813365098653148990867041590971105582000571426112652381. (CXX) g++ options: -O3 -lm -ldl

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 800 - Mode: Read Only - Average LatencyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73430.26510.53020.79531.06041.3255SE +/- 0.008, N = 12SE +/- 0.006, N = 3SE +/- 0.031, N = 12SE +/- 0.001, N = 3SE +/- 0.006, N = 3SE +/- 0.000, N = 3SE +/- 0.020, N = 12SE +/- 0.003, N = 3SE +/- 0.060, N = 6SE +/- 0.032, N = 11SE +/- 0.025, N = 9SE +/- 0.002, N = 3SE +/- 0.011, N = 3SE +/- 0.012, N = 30.7501.0720.9530.8131.0660.7120.9630.7451.1780.8221.0510.8770.9351.1501. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 1000 - Mode: Read Only - Average LatencyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73430.3530.7061.0591.4121.765SE +/- 0.008, N = 3SE +/- 0.003, N = 3SE +/- 0.014, N = 12SE +/- 0.001, N = 3SE +/- 0.050, N = 12SE +/- 0.004, N = 3SE +/- 0.009, N = 3SE +/- 0.004, N = 3SE +/- 0.027, N = 9SE +/- 0.002, N = 3SE +/- 0.021, N = 12SE +/- 0.010, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 31.0021.3471.1761.0781.3480.9271.3860.9911.5691.0241.3771.1311.1781.4591. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 800 - Mode: Read Write - Average LatencyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734320406080100SE +/- 0.44, N = 3SE +/- 0.06, N = 3SE +/- 0.22, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.31, N = 3SE +/- 0.72, N = 3SE +/- 0.15, N = 3SE +/- 7.23, N = 9SE +/- 0.22, N = 3SE +/- 1.13, N = 3SE +/- 0.81, N = 12SE +/- 1.69, N = 12SE +/- 0.26, N = 334.3628.7236.4832.8440.9436.0065.3567.5497.5258.0791.6033.2194.5931.161. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1000 - Clients: 1000 - Mode: Read Write - Average LatencyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343306090120150SE +/- 0.54, N = 3SE +/- 0.27, N = 3SE +/- 0.37, N = 3SE +/- 0.23, N = 3SE +/- 0.71, N = 3SE +/- 0.17, N = 3SE +/- 2.55, N = 9SE +/- 1.07, N = 12SE +/- 0.78, N = 3SE +/- 1.40, N = 12SE +/- 0.71, N = 3SE +/- 0.37, N = 7SE +/- 0.63, N = 3SE +/- 0.34, N = 342.4235.9045.1839.4151.7744.5564.5083.0293.9072.40102.0738.97119.6840.291. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

CloudSuite Data Analytics

CloudSuite Data Analytics is a Docker-based benchmark and runs a Naive Bayes classifier on a Wikimedia dataset with Hadoop and Mahout. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Data Analytics 4.0Hadoop Slaves: 1Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734313K26K39K52K65K1885018046193971858121324205656094159400622625864561767581585817318792

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Data Analytics 4.0Hadoop Slaves: 4Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343300K600K900K1200K1500K188081811919473186742128420697131869312528519051051295214928018874335131471219011

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Data Analytics 4.0Hadoop Slaves: 8Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343300K600K900K1200K1500K191831834219477188522143120809135156012790221397332132312913867121265492133866919259

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Data Analytics 4.0Hadoop Slaves: 32Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343300K600K900K1200K1500K19218180271975118923216852082295299513561451118115128298713375001326319102558418906

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Data Analytics 4.0Hadoop Slaves: 64Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343300K600K900K1200K1500K1912618205197061877621632209091353066131274191002113158341462648129606591567219072

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Data Analytics 4.0Hadoop Slaves: 128Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343300K600K900K1200K1500K11899311844599997104512122135121626137759913379151030733137871913931561324795870117101630

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Data Analytics 4.0Hadoop Slaves: 256Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343300K600K900K1200K1500K3126258137341802707934651435131321064133249197440712884691456236126382597738025186

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Data Analytics 4.0Hadoop Slaves: 512Xeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343300K600K900K1200K1500K232672238031922803042996093771129664313079911425667138031414472781296994130697489452

CloudSuite Graph Analytics

CloudSuite Graph Analytics uses Apache GraphX + Spark to perform graph analytics (PageRank) on sample Twitter data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Graph Analytics 4.0GraphX Algorithm: Page RankXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73433K6K9K12K15KSE +/- 39.28, N = 3SE +/- 97.49, N = 15SE +/- 69.03, N = 14SE +/- 106.07, N = 15SE +/- 108.31, N = 15SE +/- 115.60, N = 15SE +/- 49.21, N = 3SE +/- 79.02, N = 3SE +/- 118.51, N = 3SE +/- 135.36, N = 3SE +/- 184.92, N = 15SE +/- 82.57, N = 15SE +/- 190.69, N = 13SE +/- 84.93, N = 3105971303410381103401123511245911292479587991798319815982011525

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Graph Analytics 4.0GraphX Algorithm: Triangle CountXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734330K60K90K120K150KSE +/- 1088.95, N = 15SE +/- 2880.79, N = 12SE +/- 486.76, N = 3SE +/- 969.69, N = 3SE +/- 1737.14, N = 15SE +/- 1190.06, N = 15SE +/- 1101.67, N = 15SE +/- 816.75, N = 5SE +/- 3129.18, N = 15SE +/- 844.55, N = 3SE +/- 4547.27, N = 12SE +/- 911.07, N = 15SE +/- 2111.36, N = 15SE +/- 192.25, N = 3846081270157345987786781509323170089742507004277893740038411477278108988

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Graph Analytics 4.0GraphX Algorithm: Connected ComponentsXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434K8K12K16K20KSE +/- 268.97, N = 12SE +/- 155.90, N = 15SE +/- 57.52, N = 3SE +/- 140.39, N = 15SE +/- 180.53, N = 15SE +/- 97.53, N = 3SE +/- 128.32, N = 15SE +/- 220.91, N = 15SE +/- 134.07, N = 3SE +/- 194.18, N = 13SE +/- 176.86, N = 15SE +/- 188.00, N = 15SE +/- 400.63, N = 15SE +/- 216.00, N = 151440817820135511354214751142851316913358138911310214426140111454715718

CloudSuite In-Memory Analytics

CloudSuite In-Memory Analytics uses Apache Spark and runs a collaborative filtering algorithm in-memory on a dataset of user-movie ratings from Movielens. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite In-Memory Analytics 4.0Training Set Size: LargeXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734360K120K180K240K300KSE +/- 725.41, N = 3SE +/- 800.80, N = 3SE +/- 546.89, N = 3SE +/- 623.63, N = 3SE +/- 775.32, N = 3SE +/- 2349.58, N = 3SE +/- 955.82, N = 3SE +/- 210.33, N = 3SE +/- 859.70, N = 3SE +/- 796.65, N = 3SE +/- 530.20, N = 3SE +/- 235.29, N = 3SE +/- 1774.21, N = 4SE +/- 535.64, N = 3157229148896196790140252287528163851250115130123301630134575225855124002147944122575

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite In-Memory Analytics 4.0Training Set Size: SmallXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734340K80K120K160K200KSE +/- 203.67, N = 3SE +/- 48.64, N = 3SE +/- 445.33, N = 3SE +/- 80.23, N = 3SE +/- 90.73, N = 3SE +/- 84.36, N = 3SE +/- 820.85, N = 3SE +/- 151.00, N = 3SE +/- 409.71, N = 3SE +/- 101.02, N = 3SE +/- 1128.62, N = 3SE +/- 159.06, N = 3SE +/- 136.22, N = 3SE +/- 13.02, N = 341096138558228721960147653366461367213731518134936808111224235754605913995

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73437001400210028003500SE +/- 1.08, N = 3SE +/- 3.43, N = 3SE +/- 0.46, N = 3SE +/- 7.34, N = 3SE +/- 1.93, N = 3SE +/- 6.05, N = 3SE +/- 4.99, N = 3SE +/- 9.46, N = 3SE +/- 1.75, N = 3SE +/- 2.40, N = 3SE +/- 1.48, N = 3SE +/- 2.73, N = 3SE +/- 0.58, N = 3SE +/- 3.34, N = 3604.171232.64689.051413.05862.091771.703072.392162.681272.582369.521190.682183.991028.981850.23MIN: 472.25 / MAX: 677.41MIN: 935.61 / MAX: 1312.43MIN: 523.39 / MAX: 772.01MIN: 686.62 / MAX: 1507.17MIN: 623.51 / MAX: 953.92MIN: 1362.81 / MAX: 1851.05MIN: 2717.45 / MAX: 3200.51MIN: 1785 / MAX: 2247.11MIN: 1233.3 / MAX: 1361.68MIN: 1311.77 / MAX: 2481.25MIN: 1162.02 / MAX: 1273MIN: 1919.34 / MAX: 2280.72MIN: 1009.62 / MAX: 1100.65MIN: 1073.49 / MAX: 1950.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734310002000300040005000SE +/- 0.85, N = 3SE +/- 0.68, N = 3SE +/- 1.46, N = 3SE +/- 0.81, N = 3SE +/- 0.75, N = 3SE +/- 0.75, N = 3SE +/- 5.09, N = 3SE +/- 7.16, N = 3SE +/- 2.22, N = 3SE +/- 9.18, N = 3SE +/- 0.56, N = 3SE +/- 4.10, N = 3SE +/- 0.75, N = 3SE +/- 10.65, N = 31043.482047.931198.222358.371467.672962.184538.433186.871803.093561.391688.623275.511445.132790.52MIN: 886.86 / MAX: 1166.18MIN: 1604.74 / MAX: 2166.44MIN: 911.32 / MAX: 1454.11MIN: 1772.66 / MAX: 2525.32MIN: 1203.01 / MAX: 1562.63MIN: 2252.85 / MAX: 3160.04MIN: 3564.16 / MAX: 4986.6MIN: 2866.19 / MAX: 3374.03MIN: 1636.35 / MAX: 1876.9MIN: 3211.28 / MAX: 3765.97MIN: 1420.61 / MAX: 1780.64MIN: 2779.4 / MAX: 3463.81MIN: 1428.3 / MAX: 1517.31MIN: 2485.81 / MAX: 2884.121. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734310002000300040005000SE +/- 3.51, N = 3SE +/- 1.13, N = 3SE +/- 1.27, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 2.23, N = 3SE +/- 2.29, N = 3SE +/- 4.08, N = 3SE +/- 2.09, N = 3SE +/- 3.85, N = 3SE +/- 0.39, N = 3SE +/- 7.34, N = 3SE +/- 1.35, N = 3SE +/- 1.49, N = 31072.352081.751217.972400.771495.923023.564533.123217.571804.953537.871689.483280.271447.062813.45MIN: 885.75 / MAX: 1124.15MIN: 951.54 / MAX: 2214.54MIN: 940.6 / MAX: 1321.99MIN: 1826.07 / MAX: 2573.73MIN: 1185.61 / MAX: 1589.83MIN: 2431.21 / MAX: 3241.15MIN: 3616.62 / MAX: 4976.85MIN: 2966.37 / MAX: 3376.92MIN: 1665.93 / MAX: 1885.89MIN: 1864.67 / MAX: 3792.11MIN: 1404.52 / MAX: 1764.68MIN: 1686.07 / MAX: 3445.04MIN: 1431.68 / MAX: 1476.13MIN: 2640.81 / MAX: 2908.211. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343816243240SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 311.4921.7214.1926.6817.0133.1934.0023.6613.6226.5014.0725.0310.8820.51MIN: 9.55 / MAX: 23.06MIN: 10.48 / MAX: 36.43MIN: 10.82 / MAX: 27.29MIN: 13.7 / MAX: 43.32MIN: 12.34 / MAX: 32.47MIN: 14.88 / MAX: 64.4MIN: 20.86 / MAX: 90.26MIN: 13.21 / MAX: 47.37MIN: 11.93 / MAX: 37.05MIN: 15.94 / MAX: 62.11MIN: 11.6 / MAX: 34.29MIN: 17.49 / MAX: 46.59MIN: 9.85 / MAX: 18.79MIN: 10.96 / MAX: 31.381. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734330060090012001500SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.66, N = 3SE +/- 1.20, N = 3SE +/- 0.49, N = 3SE +/- 0.48, N = 3SE +/- 0.04, N = 3SE +/- 0.56, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3155.15313.14177.69360.49217.18450.581279.15961.41507.621038.36483.37979.21423.55854.22MIN: 185.19 / MAX: 336.95MIN: 141.05 / MAX: 204.41MIN: 257.91 / MAX: 392.73MIN: 164.55 / MAX: 257.56MIN: 338.75 / MAX: 484.67MIN: 1018.37 / MAX: 1317.05MIN: 831.19 / MAX: 978.3MIN: 474.68 / MAX: 549.27MIN: 906.21 / MAX: 1056.67MIN: 438.12 / MAX: 515.6MIN: 861.53 / MAX: 1015.88MIN: 415.99 / MAX: 455.1MIN: 777.98 / MAX: 878.941. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.416.793.987.754.699.6118.4213.707.6214.867.6314.386.4212.22MIN: 2.97 / MAX: 14.93MIN: 3.7 / MAX: 21.83MIN: 3.28 / MAX: 15.38MIN: 4.25 / MAX: 40.39MIN: 4.17 / MAX: 21.97MIN: 5.23 / MAX: 31.29MIN: 9.93 / MAX: 52.04MIN: 7.41 / MAX: 31.1MIN: 7.15 / MAX: 31.91MIN: 8.08 / MAX: 33.72MIN: 6.86 / MAX: 22.57MIN: 8.17 / MAX: 28.75MIN: 6.15 / MAX: 15.78MIN: 8.5 / MAX: 28.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343816243240SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 324.6124.9328.7328.0935.1235.3430.9522.3013.3224.5511.7023.1810.1319.76MIN: 21.31 / MAX: 35.8MIN: 12.1 / MAX: 57.1MIN: 25.35 / MAX: 48.34MIN: 13.13 / MAX: 55.07MIN: 31.16 / MAX: 58.07MIN: 17.29 / MAX: 68.72MIN: 16.7 / MAX: 61.98MIN: 11.46 / MAX: 38.87MIN: 10.8 / MAX: 27.29MIN: 13.09 / MAX: 41.71MIN: 10.76 / MAX: 20.03MIN: 12.53 / MAX: 39.62MIN: 9.28 / MAX: 20.91MIN: 10.1 / MAX: 35.551. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734360120180240300SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.26, N = 3SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 1.43, N = 3SE +/- 0.13, N = 3SE +/- 0.84, N = 3SE +/- 0.14, N = 3SE +/- 0.94, N = 3SE +/- 0.16, N = 3SE +/- 0.41, N = 355.49102.5165.81116.8278.16142.53274.66190.87105.07212.22100.17197.5884.87162.40MIN: 48.46 / MAX: 70.39MIN: 56.14 / MAX: 121.15MIN: 58.3 / MAX: 79.61MIN: 63.95 / MAX: 139.61MIN: 70.17 / MAX: 99.06MIN: 52.25 / MAX: 172.52MIN: 113.93 / MAX: 346.09MIN: 91.92 / MAX: 221.58MIN: 87.23 / MAX: 132.74MIN: 102.13 / MAX: 251.51MIN: 87.19 / MAX: 120.18MIN: 108.45 / MAX: 224.88MIN: 79.52 / MAX: 104.17MIN: 81.47 / MAX: 190.751. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.416.807.307.758.869.5525.8319.6319.6421.0318.6619.8016.5317.50MIN: 5.31 / MAX: 19.26MIN: 4.77 / MAX: 21.69MIN: 6.03 / MAX: 21.33MIN: 4.53 / MAX: 25.85MIN: 7.46 / MAX: 22.29MIN: 5.64 / MAX: 161.27MIN: 12.36 / MAX: 42.4MIN: 10.05 / MAX: 32.68MIN: 17.9 / MAX: 30.08MIN: 10.07 / MAX: 37.02MIN: 17.49 / MAX: 31.43MIN: 9.47 / MAX: 32.84MIN: 15.85 / MAX: 27.79MIN: 9.9 / MAX: 31.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 37.4112.938.6514.789.8517.7720.7214.379.3216.189.1215.577.0512.37MIN: 6.33 / MAX: 18.13MIN: 7.44 / MAX: 25.18MIN: 7.32 / MAX: 20.32MIN: 8.27 / MAX: 28.31MIN: 8.63 / MAX: 22.81MIN: 9.82 / MAX: 36.18MIN: 16.73 / MAX: 74.02MIN: 8.67 / MAX: 30.82MIN: 7.86 / MAX: 22.87MIN: 8.55 / MAX: 33.46MIN: 7.26 / MAX: 24.13MIN: 8.87 / MAX: 31.65MIN: 6.43 / MAX: 17.91MIN: 7.65 / MAX: 28.741. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73430.42750.8551.28251.712.1375SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.991.041.141.191.321.381.901.371.501.491.401.391.231.21MIN: 0.73 / MAX: 12.92MIN: 0.63 / MAX: 14.02MIN: 0.85 / MAX: 14.64MIN: 0.57 / MAX: 16.29MIN: 1.02 / MAX: 14.4MIN: 0.61 / MAX: 20.84MIN: 0.99 / MAX: 27.38MIN: 0.75 / MAX: 14.85MIN: 1.19 / MAX: 14.26MIN: 0.7 / MAX: 73.62MIN: 1.13 / MAX: 14.36MIN: 0.77 / MAX: 14.54MIN: 1.03 / MAX: 14.15MIN: 0.71 / MAX: 41.751. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73430.39150.7831.17451.5661.9575SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.860.920.991.051.161.231.741.271.391.371.301.271.141.11MIN: 0.67 / MAX: 13.21MIN: 0.52 / MAX: 14.11MIN: 0.73 / MAX: 14.31MIN: 0.49 / MAX: 15.59MIN: 0.91 / MAX: 14.56MIN: 0.58 / MAX: 21.43MIN: 0.91 / MAX: 22.45MIN: 0.71 / MAX: 14.55MIN: 1.14 / MAX: 14.4MIN: 0.85 / MAX: 19.76MIN: 1.07 / MAX: 14.22MIN: 0.72 / MAX: 14.84MIN: 0.96 / MAX: 12.95MIN: 0.62 / MAX: 14.151. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73432004006008001000SE +/- 0.43, N = 3SE +/- 0.43, N = 3SE +/- 0.92, N = 3SE +/- 0.47, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 3SE +/- 0.92, N = 3SE +/- 0.25, N = 3SE +/- 0.46, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.56, N = 3SE +/- 0.41, N = 3SE +/- 0.72, N = 3599.81605.67685.96689.68847.38856.001010.00716.02803.45791.97738.78729.31636.28629.19

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431632486480SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 333.1133.0340.7040.6845.3644.1370.2154.3265.3956.3362.3653.0356.9848.86

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350100150200250SE +/- 0.32, N = 3SE +/- 0.99, N = 3SE +/- 0.98, N = 3SE +/- 0.70, N = 3SE +/- 0.95, N = 3SE +/- 0.38, N = 3SE +/- 0.17, N = 3SE +/- 0.50, N = 3SE +/- 1.13, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 3127.16126.16151.86144.31179.89173.20241.33174.36204.23193.47187.68178.21164.14152.83

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamEPYC 7713PEPYC 7543EPYC 7513EPYC 74134080120160200SE +/- 0.26, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3179.68128.67140.23130.72

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

EPYC 7343: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

EPYC 7343 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

EPYC 7413 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

EPYC 7513 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6338: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6338 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6342: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6346: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

Xeon Gold 6346 2P: The test quit with a non-zero exit status. E: RuntimeError: NM: error: Non-zero status code returned while running Conv node. Name:'input.4_nchwc' Status Message: Invalid input shape: {0,0}

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734320406080100SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 336.3837.0441.4641.8149.9749.9686.4662.2968.1266.4764.7262.2055.6055.41

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343306090120150SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.36, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 369.0469.1976.5676.1292.6492.05117.4885.8795.0892.5488.6386.0877.3475.41

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343150300450600750SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.38, N = 3SE +/- 0.50, N = 3SE +/- 0.21, N = 3SE +/- 0.64, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3350.63338.98399.33386.88488.41471.63684.85507.66575.37546.28544.62515.06475.87450.60

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350100150200250SE +/- 0.10, N = 3SE +/- 0.56, N = 3SE +/- 0.51, N = 3SE +/- 0.13, N = 3SE +/- 0.33, N = 3SE +/- 0.18, N = 3SE +/- 0.59, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.41, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3141.36143.49159.75158.56190.84191.31230.92169.93187.52183.72174.62170.16152.15148.96

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73432004006008001000SE +/- 0.72, N = 3SE +/- 0.26, N = 3SE +/- 0.49, N = 3SE +/- 0.32, N = 3SE +/- 0.68, N = 3SE +/- 0.54, N = 3SE +/- 0.83, N = 3SE +/- 0.33, N = 3SE +/- 0.61, N = 3SE +/- 0.93, N = 3SE +/- 0.75, N = 3SE +/- 0.30, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3600.72605.57686.45690.24848.91855.781010.58716.12802.16792.46739.76729.06634.73627.69

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513EPYC 7413EPYC 7343130026003900520065003643.36074.22846.44925.43009.94747.92799.53488.43660.24463.35397.81. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lcomex -lm -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Input: C240 Buckyball

EPYC 7343 2P: The test quit with a non-zero exit status. E: /nwchem-7.0.2/bin/LINUX64/nwchem: error while loading shared libraries: libmpi_usempif08.so.40: cannot open shared object file: No such file or directory

EPYC 7413 2P: The test quit with a non-zero exit status. E: /nwchem-7.0.2/bin/LINUX64/nwchem: error while loading shared libraries: libmpi_usempif08.so.40: cannot open shared object file: No such file or directory

EPYC 7513 2P: The test quit with a non-zero exit status. E: /nwchem-7.0.2/bin/LINUX64/nwchem: error while loading shared libraries: libmpi_usempif08.so.40: cannot open shared object file: No such file or directory

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73432004006008001000SE +/- 0.98, N = 3SE +/- 0.67, N = 3SE +/- 3.99, N = 9SE +/- 9.17, N = 3SE +/- 0.43, N = 3SE +/- 0.51, N = 3SE +/- 0.20, N = 3SE +/- 1.05, N = 3SE +/- 0.45, N = 3SE +/- 0.87, N = 3SE +/- 9.39, N = 3SE +/- 5.59, N = 3SE +/- 0.39, N = 3SE +/- 0.88, N = 3725.35889.88461.11659.15357.24626.98663.83716.62432.07784.80700.10766.72484.99880.641. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343918273645SE +/- 0.44, N = 15SE +/- 0.08, N = 3SE +/- 0.19, N = 4SE +/- 0.42, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.28, N = 15SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 321.2240.5516.5133.3014.6933.0023.0924.1115.8130.7415.6932.4018.0235.561. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

Input: drivaerFastback, Large Mesh Size

EPYC 7343: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7343 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7413: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7413 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7513: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7513 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7543: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7713P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6338: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6338 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6342: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6346: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6346 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Input: drivaerFastback, Medium Mesh Size

EPYC 7343: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7343 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7413: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7413 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7513: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7513 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7543: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

EPYC 7713P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6338: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6338 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6342: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6346: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

Xeon Gold 6346 2P: The test quit with a non-zero exit status. E: [0] --> FOAM FATAL ERROR:

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper BeamXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513EPYC 7413EPYC 7343306090120150SE +/- 0.04, N = 3SE +/- 0.32, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 394.03122.4385.45110.3091.34111.0091.5593.9796.53105.44118.30

Model: Bumper Beam

EPYC 7343 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7413 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7513 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Cell Phone Drop TestXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513EPYC 7413EPYC 734320406080100SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 343.8474.5036.5162.8237.7359.0936.3941.2545.6354.2366.29

Model: Cell Phone Drop Test

EPYC 7343 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7413 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7513 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on WindshieldXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513EPYC 7413EPYC 734350100150200250SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.23, N = 3SE +/- 0.30, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3165.35231.85155.37204.18162.88207.10167.45173.03186.94201.13218.07

Model: Bird Strike on Windshield

EPYC 7343 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7413 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7513 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Rubber O-Ring Seal InstallationXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513EPYC 7413EPYC 7343306090120150SE +/- 0.30, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.61, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 383.81124.3778.89107.0789.85108.3789.7479.1784.3288.65103.03

Model: Rubber O-Ring Seal Installation

EPYC 7343 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7413 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7513 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop ContainerXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513EPYC 7413EPYC 734380160240320400SE +/- 0.59, N = 3SE +/- 0.47, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 0.35, N = 3SE +/- 0.90, N = 3SE +/- 0.61, N = 3224.24383.74179.68301.70199.83287.21191.58224.14245.34291.34352.52

Model: INIVOL and Fluid Structure Interaction Drop Container

EPYC 7343 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7413 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

EPYC 7513 2P: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343510152025SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 319.4519.6820.0620.2422.1122.4220.3918.8319.7018.8621.0018.9918.2217.70

Timed Gem5 Compilation

This test times how long it takes to compile Gem5. Gem5 is a simulator for computer system architecture research. Gem5 is widely used for computer architecture research within the industry, academia, and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513EPYC 7413EPYC 734360120180240300SE +/- 1.48, N = 3SE +/- 0.04, N = 3SE +/- 1.87, N = 6SE +/- 0.19, N = 3SE +/- 0.86, N = 3SE +/- 3.04, N = 4SE +/- 1.75, N = 3SE +/- 1.47, N = 12SE +/- 1.70, N = 12SE +/- 0.06, N = 3SE +/- 0.29, N = 3200.96289.72190.65244.57199.49244.25190.76198.43210.64229.60267.88

Time To Compile

EPYC 7343 2P: The test quit with a non-zero exit status. E: TypeError: flag_filter() takes 2 positional arguments but 3 were given:

EPYC 7413 2P: The test quit with a non-zero exit status. E: TypeError: flag_filter() takes 2 positional arguments but 3 were given:

EPYC 7513 2P: The test quit with a non-zero exit status. E: TypeError: flag_filter() takes 2 positional arguments but 3 were given:

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513EPYC 7413EPYC 734320406080100SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 356.7283.0651.9370.2954.7069.2450.8055.1157.5864.7374.95

Time To Compile

EPYC 7343 2P: The test quit with a non-zero exit status. E: TypeError: sequence index must be integer, not 'slice':

EPYC 7413 2P: The test quit with a non-zero exit status. E: TypeError: sequence index must be integer, not 'slice':

EPYC 7513 2P: The test quit with a non-zero exit status. E: TypeError: sequence index must be integer, not 'slice':

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431530456075SE +/- 0.54, N = 3SE +/- 0.52, N = 3SE +/- 0.34, N = 5SE +/- 0.56, N = 3SE +/- 0.37, N = 5SE +/- 0.61, N = 3SE +/- 0.34, N = 6SE +/- 0.50, N = 3SE +/- 0.32, N = 5SE +/- 0.51, N = 3SE +/- 0.36, N = 5SE +/- 0.50, N = 3SE +/- 0.47, N = 3SE +/- 0.47, N = 340.4067.6533.7955.4933.0451.8433.7542.0929.7844.7533.8252.7238.9763.49

Build: allmodconfig

EPYC 7343: The test quit with a non-zero exit status.

EPYC 7343 2P: The test quit with a non-zero exit status.

EPYC 7413: The test quit with a non-zero exit status.

EPYC 7413 2P: The test quit with a non-zero exit status.

EPYC 7513: The test quit with a non-zero exit status.

EPYC 7513 2P: The test quit with a non-zero exit status.

EPYC 7543: The test quit with a non-zero exit status.

EPYC 7713P: The test quit with a non-zero exit status.

Xeon Gold 6338: The test quit with a non-zero exit status.

Xeon Gold 6338 2P: The test quit with a non-zero exit status.

Xeon Gold 6342: The test quit with a non-zero exit status.

Xeon Gold 6342 2P: The test quit with a non-zero exit status.

Xeon Gold 6346: The test quit with a non-zero exit status.

Xeon Gold 6346 2P: The test quit with a non-zero exit status.

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734380160240320400SE +/- 0.24, N = 3SE +/- 0.12, N = 3SE +/- 0.64, N = 3SE +/- 0.11, N = 3SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.43, N = 3SE +/- 0.67, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 0.08, N = 3204.23373.68166.31292.73160.40268.94163.54212.30140.28230.69161.53275.25190.97347.36

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734390180270360450SE +/- 2.63, N = 5SE +/- 3.03, N = 3SE +/- 1.05, N = 3SE +/- 2.99, N = 3SE +/- 0.66, N = 3SE +/- 1.83, N = 3SE +/- 0.36, N = 3SE +/- 2.17, N = 9SE +/- 1.00, N = 3SE +/- 1.45, N = 3SE +/- 0.83, N = 3SE +/- 3.55, N = 5SE +/- 3.14, N = 3SE +/- 1.84, N = 3256.36421.49220.50346.26227.37323.07225.70260.91199.58282.42216.18320.94240.49392.19

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734380160240320400SE +/- 0.41, N = 3SE +/- 0.37, N = 3SE +/- 0.55, N = 3SE +/- 0.06, N = 3SE +/- 0.38, N = 3SE +/- 0.36, N = 3SE +/- 0.62, N = 3SE +/- 0.19, N = 3SE +/- 0.52, N = 3SE +/- 0.25, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3209.37374.17175.01295.59168.43272.73166.99209.94143.60226.63165.47270.84191.00337.22

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: LiveXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343714212835SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 326.0424.9927.0926.0729.1428.2424.2023.8624.4624.3525.2424.8823.4123.181. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: LiveXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73431224364860SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 341.4240.5841.7141.2745.2544.7747.8744.4749.9842.5651.3443.0848.5940.811. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: UploadXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350100150200250SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3219.39216.38230.44227.36250.35247.39210.12210.02210.67211.01215.59214.55198.24199.101. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: UploadXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 7343306090120150SE +/- 0.22, N = 3SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 3110.71113.29111.87113.70120.86122.64118.46107.90113.72108.16114.41108.80107.19103.961. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: PlatformXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.42, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3173.16168.80181.25176.95195.55192.02163.38162.71164.38164.12169.02166.90155.38155.461. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: PlatformXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.36, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.27, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3164.33165.89167.16167.86180.82180.71174.39158.24171.41159.12172.96159.89162.34151.851. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx264 - Scenario: Video On DemandXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.23, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.22, N = 3SE +/- 0.22, N = 3SE +/- 0.34, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3173.17169.00181.28177.11196.03192.08163.44162.21164.86164.52168.57167.10155.42155.371. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On DemandXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73434080120160200SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.33, N = 3SE +/- 0.22, N = 3SE +/- 0.24, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.58, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3165.06166.43167.66167.31181.97180.03174.28158.41171.53158.71172.81160.13161.72152.051. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

WRF

WRF, the Weather Research and Forecasting Model, is a "next-generation mesoscale numerical weather prediction system designed for both atmospheric research and operational forecasting applications. It features two dynamical cores, a data assimilation system, and a software architecture supporting parallel computation and system extensibility." Learn more via the OpenBenchmarking.org test page.

Input: conus 2.5km

EPYC 7343: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

EPYC 7343 2P: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

EPYC 7413: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

EPYC 7413 2P: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

EPYC 7513: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

EPYC 7513 2P: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

EPYC 7543: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

EPYC 7713P: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

Xeon Gold 6338: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

Xeon Gold 6338 2P: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

Xeon Gold 6342: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

Xeon Gold 6346: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

Xeon Gold 6346 2P: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeEPYC 7513 2PEPYC 7413 2PEPYC 7343 2P100200300400500SE +/- 1.19, N = 3SE +/- 0.96, N = 3SE +/- 0.65, N = 3398.99417.51444.071. (CC) gcc options: -shared -lxc -lblas -lmpi -O2 -fexceptions -pipe -m64 -march=x86-64-v2 -mtune=generic -fcf-protection -fPIC -fwrapv -UNDEBUG -std=c99

Input: Carbon Nanotube

EPYC 7343: The test quit with a non-zero exit status. E: mpirun noticed that process rank 12 with PID 0 on node amd-test-02 exited on signal 11 (Segmentation fault).

EPYC 7413: The test quit with a non-zero exit status. E: mpirun noticed that process rank 6 with PID 0 on node amd-test-01 exited on signal 11 (Segmentation fault).

EPYC 7513: The test quit with a non-zero exit status. E: mpirun noticed that process rank 1 with PID 0 on node amd-test-01 exited on signal 11 (Segmentation fault).

EPYC 7543: The test quit with a non-zero exit status. E: mpirun noticed that process rank 27 with PID 0 on node amd-test-01 exited on signal 11 (Segmentation fault).

EPYC 7713P: The test quit with a non-zero exit status. E: mpirun noticed that process rank 3 with PID 0 on node amd-test-01 exited on signal 11 (Segmentation fault).

Xeon Gold 6338: The test quit with a non-zero exit status. E: mpirun noticed that process rank 0 with PID 0 on node amd-test-02 exited on signal 11 (Segmentation fault).

Xeon Gold 6338 2P: The test quit with a non-zero exit status. E: mpirun noticed that process rank 40 with PID 0 on node amd-test-02 exited on signal 11 (Segmentation fault).

Xeon Gold 6342: The test quit with a non-zero exit status. E: mpirun noticed that process rank 1 with PID 0 on node amd-test-02 exited on signal 11 (Segmentation fault).

Xeon Gold 6342 2P: The test quit with a non-zero exit status. E: mpirun noticed that process rank 0 with PID 0 on node amd-test-02 exited on signal 11 (Segmentation fault).

Xeon Gold 6346: The test quit with a non-zero exit status. E: mpirun noticed that process rank 9 with PID 0 on node amd-test-02 exited on signal 11 (Segmentation fault).

Xeon Gold 6346 2P: The test quit with a non-zero exit status. E: mpirun noticed that process rank 30 with PID 0 on node amd-test-02 exited on signal 11 (Segmentation fault).

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: CPU-OnlyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734320406080100SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 342.3586.3832.2564.9029.6659.5530.3646.2425.4649.2431.8062.0341.3082.60

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 734350100150200250SE +/- 0.14, N = 3SE +/- 0.37, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 3SE +/- 0.25, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3SE +/- 0.30, N = 3SE +/- 0.29, N = 3115.77233.9087.28176.5580.17161.5079.30122.9764.96130.3582.55165.39109.64219.83

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: CPU-OnlyXeon Gold 6346 2PXeon Gold 6346Xeon Gold 6342 2PXeon Gold 6342Xeon Gold 6338 2PXeon Gold 6338EPYC 7713PEPYC 7543EPYC 7513 2PEPYC 7513EPYC 7413 2PEPYC 7413EPYC 7343 2PEPYC 73432004006008001000SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 3.07, N = 3SE +/- 0.29, N = 3SE +/- 0.64, N = 3SE +/- 0.59, N = 3SE +/- 0.45, N = 3SE +/- 0.82, N = 3SE +/- 0.04, N = 3SE +/- 0.36, N = 3SE +/- 2.04, N = 3SE +/- 0.53, N = 3SE +/- 0.57, N = 3445.24889.71342.37680.31302.14604.76297.72456.27262.94482.82330.02616.51435.02815.39

200 Results Shown

Graph500:
  26:
    bfs max_TEPS
    bfs median_TEPS
miniBUDE
OpenSSL
nekRS
FFmpeg:
  libx264 - Live
  libx265 - Live
  libx264 - Upload
  libx265 - Upload
  libx264 - Platform
  libx265 - Platform
  libx264 - Video On Demand
  libx265 - Video On Demand
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer ISPC - Asian Dragon
Kvazaar:
  Bosphorus 4K - Medium
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
SVT-HEVC:
  1 - Bosphorus 4K
  7 - Bosphorus 4K
  10 - Bosphorus 4K
SVT-VP9:
  VMAF Optimized - Bosphorus 4K
  PSNR/SSIM Optimized - Bosphorus 4K
  Visual Quality Optimized - Bosphorus 4K
uvg266:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
  Bosphorus 1080p - Slow
  Bosphorus 1080p - Medium
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Super Fast
  Bosphorus 1080p - Ultra Fast
VVenC:
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
  Bosphorus 1080p - Fast
  Bosphorus 1080p - Faster
x265
miniBUDE
High Performance Conjugate Gradient
TensorFlow:
  CPU - 256 - AlexNet
  CPU - 512 - AlexNet
  CPU - 256 - GoogLeNet
  CPU - 256 - ResNet-50
  CPU - 512 - GoogLeNet
  CPU - 512 - ResNet-50
Neural Magic DeepSparse:
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream
  NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream
  CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream
  NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream
LuxCoreRender:
  DLSC - CPU
  Danish Mood - CPU
  Orange Juice - CPU
  LuxCore Benchmark - CPU
  Rainbow Colors and Prism - CPU
GROMACS
Apache Cassandra
RocksDB:
  Rand Fill
  Rand Read
  Update Rand
  Seq Fill
  Rand Fill Sync
  Read While Writing
  Read Rand Write Rand
Memcached:
  1:5
  1:10
  1:100
CloudSuite Web Serving:
  100
  400
  500
ClickHouse:
  100M Rows Hits Dataset, First Run / Cold Cache
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, Third Run
nginx:
  100
  200
  500
  1000
PHPBench
OpenSSL
Graph500:
    sssp max_TEPS
    sssp median_TEPS
PostgreSQL:
  1000 - 800 - Read Only
  1000 - 1000 - Read Only
  1000 - 800 - Read Write
  1000 - 1000 - Read Write
OpenSSL
LULESH
NAMD
Pennant:
  sedovbig
  leblancbig
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 1D - bf16bf16bf16 - CPU
  IP Shapes 3D - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_3d - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
OSPRay Studio:
  1 - 4K - 1 - Path Tracer
  3 - 4K - 1 - Path Tracer
  1 - 4K - 32 - Path Tracer
  3 - 4K - 32 - Path Tracer
PostgreSQL:
  1000 - 800 - Read Only - Average Latency
  1000 - 1000 - Read Only - Average Latency
  1000 - 800 - Read Write - Average Latency
  1000 - 1000 - Read Write - Average Latency
CloudSuite Data Analytics:
  1
  4
  8
  32
  64
  128
  256
  512
CloudSuite Graph Analytics:
  Page Rank
  Triangle Count
  Connected Components
CloudSuite In-Memory Analytics:
  Large
  Small
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Neural Magic DeepSparse:
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream
  NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream
  CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream
  NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream
NWChem
Xcompact3d Incompact3d:
  X3D-benchmarking input.i3d
  input.i3d 193 Cells Per Direction
OpenRadioss:
  Bumper Beam
  Cell Phone Drop Test
  Bird Strike on Windshield
  Rubber O-Ring Seal Installation
  INIVOL and Fluid Structure Interaction Drop Container
Timed Apache Compilation
Timed Gem5 Compilation
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Node.js Compilation
FFmpeg:
  libx264 - Live
  libx265 - Live
  libx264 - Upload
  libx265 - Upload
  libx264 - Platform
  libx265 - Platform
  libx264 - Video On Demand
  libx265 - Video On Demand
GPAW
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Barbershop - CPU-Only