2023-02-24-1045

Docker testing on Ubuntu 20.04.4 LTS 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 2302247-NE-20230224108
Jump To Table - Results

Statistics

Remove Outliers Before Calculating Averages

Graph Settings

Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
AMD Ryzen Threadripper PRO 3955WX 16-Cores
February 24 2023
  3 Hours, 37 Minutes
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):


2023-02-24-1045OpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen Threadripper PRO 3955WX 16-Cores @ 3.90GHz (16 Cores / 32 Threads)ASUS Pro WS WRX80E-SAGE SE WIFI (0602 BIOS)AMD Starship/Matisse256GB4 x 2000GB Samsung SSD 970 EVO Plus 2TB + 1000GB Samsung SSD 970 EVO Plus 1TB + 500GB Western Digital WDS500G2B0BASPEED 16GB (2450MHz)Intel Device 4f922 x DELL U2312HM + 28E8502 x Intel 10G X550TUbuntu 20.04.4 LTS6.2.0-1275.native (x86_64)OpenCL 2.1 AMD-APP (3513.0)GCC 9.4.0overlayfs1920x1080DockerProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelOpenCLCompilerFile-SystemScreen ResolutionSystem Layer2023-02-24-1045 BenchmarksSystem Logs- amdgpu.ppfeaturemask=0xffffffff amdgpu.vm_block_size=10 amdgpu.vm_size=1024 - Transparent Huge Pages: always- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-Av3uEd/gcc-9-9.4.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0x8301055- Python 3.8.10- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Vulnerable + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

2023-02-24-1045oidn: RT.hdr_alb_nrm.3840x2160oidn: RT.ldr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096onednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - 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 - u8s8f32 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvkl: vklBenchmark ISPCopenvkl: vklBenchmark Scalarospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timetungsten: Hairtungsten: Water Caustictungsten: Non-Exponentialtungsten: Volumetric CausticAMD Ryzen Threadripper PRO 3955WX 16-Cores0.750.750.372.603783.770171.318700.4613375.092734.043143.581335.888791.882742.527282270.381405.202292.141399.320.8867232283.851407.090.8883155.051573.963.422314.713.362332.8439.9518.175.891356.67487.2416.41495.2316.1451.95153.81583.2927.42694.7211.5014773.691.0716307.180.972121375.221305.16153130.0202.377372.267424.2317812.581220.32204.657835.43533OpenBenchmarking.org

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.

Binary: Pathtracer - Model: Crown

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./embree-4.0.0.x86_64.linux/bin/embree_pathtracer: error while loading shared libraries: libOpenGL.so.0: cannot open shared object file: No such file or directory

Binary: Pathtracer ISPC - Model: Crown

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./embree-4.0.0.x86_64.linux/bin/embree_pathtracer_ispc: error while loading shared libraries: libOpenGL.so.0: cannot open shared object file: No such file or directory

Binary: Pathtracer - Model: Asian Dragon

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./embree-4.0.0.x86_64.linux/bin/embree_pathtracer: error while loading shared libraries: libOpenGL.so.0: cannot open shared object file: No such file or directory

Binary: Pathtracer - Model: Asian Dragon Obj

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./embree-4.0.0.x86_64.linux/bin/embree_pathtracer: error while loading shared libraries: libOpenGL.so.0: cannot open shared object file: No such file or directory

Binary: Pathtracer ISPC - Model: Asian Dragon

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./embree-4.0.0.x86_64.linux/bin/embree_pathtracer_ispc: error while loading shared libraries: libOpenGL.so.0: cannot open shared object file: No such file or directory

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./embree-4.0.0.x86_64.linux/bin/embree_pathtracer_ispc: error while loading shared libraries: libOpenGL.so.0: cannot open shared object file: No such file or directory

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160AMD Ryzen Threadripper PRO 3955WX 16-Cores0.16880.33760.50640.67520.844SE +/- 0.00, N = 30.75

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160AMD Ryzen Threadripper PRO 3955WX 16-Cores0.16880.33760.50640.67520.844SE +/- 0.00, N = 30.75

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096AMD Ryzen Threadripper PRO 3955WX 16-Cores0.08330.16660.24990.33320.4165SE +/- 0.00, N = 30.37

oneAPI Level Zero Tests

This is benchmarking the collection of Intel oneAPI Level Zero Tests. Learn more via the OpenBenchmarking.org test page.

Test: Peak Integer Compute

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_peak: not found

Test: Device-To-Host Bandwidth

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_bandwidth: not found

Test: Host-To-Device Bandwidth

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_bandwidth: not found

Test: Peak Kernel Launch Latency

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_peak: not found

Test: Peak Half-Precision Compute

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_peak: not found

Test: Peak Double-Precision Compute

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_peak: not found

Test: Peak Single-Precision Compute

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_peak: not found

Test: Host-To-Device-To-Host Image Copy

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_image_copy: not found

Test: Peak Float16 Global Memory Bandwidth

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_peak: not found

Test: Peak System Memory Copy to Shared Memory

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./oneapi-level-zero: 3: ./ze_peak: not found

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: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.58591.17181.75772.34362.9295SE +/- 0.00481, N = 32.60378MIN: 2.31. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.84831.69662.54493.39324.2415SE +/- 0.00072, N = 33.77017MIN: 3.631. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.29670.59340.89011.18681.4835SE +/- 0.00073, N = 31.31870MIN: 1.291. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.10380.20760.31140.41520.519SE +/- 0.000595, N = 30.461337MIN: 0.431. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores1.14592.29183.43774.58365.7295SE +/- 0.00170, N = 35.09273MIN: 5.041. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.90971.81942.72913.63884.5485SE +/- 0.03043, N = 114.04314MIN: 3.391. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.80581.61162.41743.22324.029SE +/- 0.00822, N = 33.58133MIN: 3.441. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores1.3252.653.9755.36.625SE +/- 0.00419, N = 35.88879MIN: 5.791. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.42360.84721.27081.69442.118SE +/- 0.00413, N = 31.88274MIN: 1.821. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.56861.13721.70582.27442.843SE +/- 0.00103, N = 32.52728MIN: 2.431. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores5001000150020002500SE +/- 3.38, N = 32270.38MIN: 2257.661. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores30060090012001500SE +/- 6.73, N = 31405.20MIN: 1388.831. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores5001000150020002500SE +/- 2.27, N = 32292.14MIN: 2280.991. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores30060090012001500SE +/- 5.93, N = 31399.32MIN: 1385.131. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.19950.3990.59850.7980.9975SE +/- 0.001398, N = 30.886723MIN: 0.791. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores5001000150020002500SE +/- 6.55, N = 32283.85MIN: 2270.871. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores30060090012001500SE +/- 3.83, N = 31407.09MIN: 1394.411. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.19990.39980.59970.79960.9995SE +/- 0.002469, N = 30.888315MIN: 0.791. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores1.13632.27263.40894.54525.6815SE +/- 0.00, N = 35.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores30060090012001500SE +/- 2.07, N = 31573.96MIN: 1477.08 / MAX: 1635.851. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.76951.5392.30853.0783.8475SE +/- 0.01, N = 33.421. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores5001000150020002500SE +/- 5.54, N = 32314.71MIN: 2111.19 / MAX: 2458.451. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.7561.5122.2683.0243.78SE +/- 0.00, N = 33.361. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores5001000150020002500SE +/- 3.19, N = 32332.8MIN: 2145.55 / MAX: 2454.341. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores100200300400500SE +/- 1.25, N = 3439.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores48121620SE +/- 0.05, N = 318.17MIN: 16.22 / MAX: 28.491. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores1.32532.65063.97595.30126.6265SE +/- 0.01, N = 35.891. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores30060090012001500SE +/- 0.86, N = 31356.67MIN: 1329.79 / MAX: 1367.471. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores110220330440550SE +/- 0.22, N = 3487.241. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores48121620SE +/- 0.01, N = 316.41MIN: 14.53 / MAX: 18.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores110220330440550SE +/- 0.66, N = 3495.231. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores48121620SE +/- 0.02, N = 316.14MIN: 8.82 / MAX: 19.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores1224364860SE +/- 0.04, N = 351.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores306090120150SE +/- 0.11, N = 3153.81MIN: 125.64 / MAX: 165.981. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores130260390520650SE +/- 0.42, N = 3583.291. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores612182430SE +/- 0.02, N = 327.42MIN: 14.07 / MAX: 31.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores150300450600750SE +/- 0.29, N = 3694.721. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores3691215SE +/- 0.01, N = 311.50MIN: 7 / MAX: 15.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores3K6K9K12K15KSE +/- 50.64, N = 314773.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.24080.48160.72240.96321.204SE +/- 0.00, N = 31.07MIN: 0.58 / MAX: 3.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores3K6K9K12K15KSE +/- 30.58, N = 316307.181. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAMD Ryzen Threadripper PRO 3955WX 16-Cores0.21830.43660.65490.87321.0915SE +/- 0.00, N = 30.97MIN: 0.55 / MAX: 3.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -pthread -ldl

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCAMD Ryzen Threadripper PRO 3955WX 16-Cores50100150200250SE +/- 2.67, N = 3212MIN: 26 / MAX: 3101

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ScalarAMD Ryzen Threadripper PRO 3955WX 16-Cores306090120150137MIN: 13 / MAX: 2754

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific 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.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeAMD Ryzen Threadripper PRO 3955WX 16-Cores1.17482.34963.52444.69925.874SE +/- 0.00112, N = 35.22130

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeAMD Ryzen Threadripper PRO 3955WX 16-Cores1.16132.32263.48394.64525.8065SE +/- 0.00219, N = 35.16153

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeAMD Ryzen Threadripper PRO 3955WX 16-Cores306090120150SE +/- 0.49, N = 3130.02

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAMD Ryzen Threadripper PRO 3955WX 16-Cores0.53491.06981.60472.13962.6745SE +/- 0.00092, N = 32.37737

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAMD Ryzen Threadripper PRO 3955WX 16-Cores0.51021.02041.53062.04082.551SE +/- 0.00108, N = 32.26742

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAMD Ryzen Threadripper PRO 3955WX 16-Cores0.95221.90442.85663.80884.761SE +/- 0.00242, N = 34.23178

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.

Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer

AMD Ryzen Threadripper PRO 3955WX 16-Cores: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairAMD Ryzen Threadripper PRO 3955WX 16-Cores3691215SE +/- 0.03, N = 312.581. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticAMD Ryzen Threadripper PRO 3955WX 16-Cores510152025SE +/- 0.01, N = 320.321. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialAMD Ryzen Threadripper PRO 3955WX 16-Cores1.0482.0963.1444.1925.24SE +/- 0.00929, N = 34.657831. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticAMD Ryzen Threadripper PRO 3955WX 16-Cores1.22292.44583.66874.89166.1145SE +/- 0.01118, N = 35.435331. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

57 Results Shown

Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160
  RT.ldr_alb_nrm.3840x2160
  RTLightmap.hdr.4096x4096
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - 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 - u8s8f32 - CPU
OpenVINO:
  Face Detection FP16 - CPU:
    FPS
    ms
  Person Detection FP16 - CPU:
    FPS
    ms
  Person Detection FP32 - CPU:
    FPS
    ms
  Vehicle Detection FP16 - CPU:
    FPS
    ms
  Face Detection FP16-INT8 - CPU:
    FPS
    ms
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16 - CPU:
    FPS
    ms
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16-INT8 - CPU:
    FPS
    ms
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
    ms
OpenVKL:
  vklBenchmark ISPC
  vklBenchmark Scalar
OSPRay:
  particle_volume/ao/real_time
  particle_volume/scivis/real_time
  particle_volume/pathtracer/real_time
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
Tungsten Renderer:
  Hair
  Water Caustic
  Non-Exponential
  Volumetric Caustic