e52699v4titanx-vulkancompute

Intel Xeon E5-2699 v4 testing with a ASRock X99E-ITX/ac (P3.80 BIOS) and NVIDIA TITAN X 12GB on Fedora Linux 39 via the Phoronix Test Suite.

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NVIDIA TITAN X
December 27 2023
  4 Hours, 52 Minutes
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NVIDIA TITAN X

Processor: Intel Xeon E5-2699 v4 @ 3.60GHz (22 Cores / 44 Threads), Motherboard: ASRock X99E-ITX/ac (P3.80 BIOS), Chipset: Intel Xeon E7 v4/Xeon, Memory: 64GB, Disk: Samsung SSD 950 PRO 512GB, Graphics: NVIDIA TITAN X 12GB, Audio: Realtek ALC1150, Monitor: DELL S2721QS, Network: Intel I218-V + Intel I211

OS: Fedora Linux 39, Kernel: 6.6.7-200.fc39.x86_64 (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server + Wayland, Display Driver: NVIDIA 545.29.06, OpenGL: 4.6.0, Compiler: GCC 13.2.1 20231205, File-System: btrfs, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,m2,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-libstdcxx-zoneinfo=/usr/share/zoneinfo --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xb000040
Graphics Notes: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 86.02.15.00.01
Python Notes: Python 3.12.1
Security Notes: SELinux + gather_data_sampling: Not affected + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_rstack_overflow: 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: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

e52699v4titanx-vulkancomputeOpenBenchmarking.orgPhoronix Test SuiteIntel Xeon E5-2699 v4 @ 3.60GHz (22 Cores / 44 Threads)ASRock X99E-ITX/ac (P3.80 BIOS)Intel Xeon E7 v4/Xeon64GBSamsung SSD 950 PRO 512GBNVIDIA TITAN X 12GBRealtek ALC1150DELL S2721QSIntel I218-V + Intel I211Fedora Linux 396.6.7-200.fc39.x86_64 (x86_64)GNOME Shell 45.2X Server + WaylandNVIDIA 545.29.064.6.0GCC 13.2.1 20231205btrfs3840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionE52699v4titanx-vulkancompute BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,m2,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-libstdcxx-zoneinfo=/usr/share/zoneinfo --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xb000040- BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 86.02.15.00.01- Python 3.12.1- SELinux + gather_data_sampling: Not affected + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_rstack_overflow: 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: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

e52699v4titanx-vulkancomputencnn: Vulkan GPU - FastestDetncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetrealsr-ncnn: 4x - Yesvkresample: 2x - Doublevkpeak: int32-vec4vkpeak: int32-scalarvkpeak: fp64-vec4vkpeak: fp64-scalarvkpeak: fp32-vec4vkpeak: fp32-scalarrealsr-ncnn: 4x - Novkresample: 2x - Singlewaifu2x-ncnn: 2x - 3 - Yeswaifu2x-ncnn: 2x - 3 - Novkfft: FFT + iFFT R2C / C2RNVIDIA TITAN X21.30235.7746.6048.1454.4795.8419.2521.57114.7928.384.8621.4916.5519.9822.4225.3531.1188.134500.0013863.744177.27395.60395.8112371.2512422.7718.58223.6626.0792.133OpenBenchmarking.org

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetNVIDIA TITAN X510152025SE +/- 0.25, N = 321.30MIN: 6.8 / MAX: 90.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerNVIDIA TITAN X50100150200250SE +/- 5.02, N = 3235.77MIN: 176.84 / MAX: 299.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mNVIDIA TITAN X1122334455SE +/- 1.83, N = 346.60MIN: 21.27 / MAX: 89.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdNVIDIA TITAN X1122334455SE +/- 1.10, N = 348.14MIN: 13.42 / MAX: 1861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyNVIDIA TITAN X1224364860SE +/- 0.44, N = 354.47MIN: 24.3 / MAX: 94.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50NVIDIA TITAN X20406080100SE +/- 1.77, N = 395.84MIN: 17.97 / MAX: 193.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetNVIDIA TITAN X510152025SE +/- 0.46, N = 319.25MIN: 8.45 / MAX: 72.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18NVIDIA TITAN X510152025SE +/- 1.55, N = 321.57MIN: 9.59 / MAX: 76.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16NVIDIA TITAN X306090120150SE +/- 0.74, N = 3114.79MIN: 46.82 / MAX: 192.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetNVIDIA TITAN X714212835SE +/- 1.72, N = 328.38MIN: 12.86 / MAX: 85.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefaceNVIDIA TITAN X1.09352.1873.28054.3745.4675SE +/- 0.22, N = 34.86MIN: 2.28 / MAX: 63.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0NVIDIA TITAN X510152025SE +/- 2.34, N = 321.49MIN: 7.55 / MAX: 88.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetNVIDIA TITAN X48121620SE +/- 3.48, N = 316.55MIN: 4.66 / MAX: 88.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2NVIDIA TITAN X510152025SE +/- 4.56, N = 319.98MIN: 5.55 / MAX: 90.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3NVIDIA TITAN X510152025SE +/- 6.42, N = 322.42MIN: 4.88 / MAX: 96.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2NVIDIA TITAN X612182430SE +/- 7.87, N = 325.35MIN: 5.04 / MAX: 106.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetNVIDIA TITAN X714212835SE +/- 0.06, N = 331.11MIN: 14.02 / MAX: 83.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesNVIDIA TITAN X20406080100SE +/- 1.02, N = 488.13

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleNVIDIA TITAN X110220330440550SE +/- 0.00, N = 3500.001. (CXX) g++ options: -O3

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-vec4NVIDIA TITAN X8001600240032004000SE +/- 9.27, N = 33863.74

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-scalarNVIDIA TITAN X9001800270036004500SE +/- 18.53, N = 34177.27

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp64-vec4NVIDIA TITAN X90180270360450SE +/- 2.64, N = 3395.60

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp64-scalarNVIDIA TITAN X90180270360450SE +/- 2.82, N = 3395.81

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-vec4NVIDIA TITAN X3K6K9K12K15KSE +/- 143.56, N = 312371.25

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-scalarNVIDIA TITAN X3K6K9K12K15KSE +/- 157.70, N = 312422.77

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoNVIDIA TITAN X510152025SE +/- 0.61, N = 1218.58

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleNVIDIA TITAN X612182430SE +/- 0.02, N = 323.661. (CXX) g++ options: -O3

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesNVIDIA TITAN X246810SE +/- 0.002, N = 36.079

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoNVIDIA TITAN X0.47990.95981.43971.91962.3995SE +/- 0.008, N = 32.133

Betsy GPU Compressor

Betsy is an open-source GPU compressor of various GPU compression techniques. Betsy is written in GLSL for Vulkan/OpenGL (compute shader) support for GPU-based texture compression. Learn more via the OpenBenchmarking.org test page.

Codec: ETC2 RGB - Quality: Highest

NVIDIA TITAN X: 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: betsy: line 3: ./betsy: No such file or directory

Codec: ETC1 - Quality: Highest

NVIDIA TITAN X: 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: betsy: line 3: ./betsy: No such file or directory

Libplacebo

Libplacebo is a multimedia rendering library based on the core rendering code of the MPV player. The libplacebo benchmark relies on the Vulkan API and tests various primitives. Learn more via the OpenBenchmarking.org test page.

NVIDIA TITAN X: 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: libplacebo: line 3: ./src/bench: No such file or directory

VkFFT

Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling

NVIDIA TITAN X: 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: vkfft: line 3: ./Vulkan_FFT: No such file or directory

Test: FFT + iFFT C2C Bluestein benchmark in double precision

NVIDIA TITAN X: 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: vkfft: line 3: ./Vulkan_FFT: No such file or directory

Test: FFT + iFFT C2C multidimensional in single precision

NVIDIA TITAN X: 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: vkfft: line 3: ./Vulkan_FFT: No such file or directory

Test: FFT + iFFT C2C 1D batched in single precision

NVIDIA TITAN X: 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: vkfft: line 3: ./Vulkan_FFT: No such file or directory

Test: FFT + iFFT C2C 1D batched in double precision

NVIDIA TITAN X: 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: vkfft: line 3: ./Vulkan_FFT: No such file or directory

Test: FFT + iFFT C2C Bluestein in single precision

NVIDIA TITAN X: 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: vkfft: line 3: ./Vulkan_FFT: No such file or directory

Test: FFT + iFFT C2C 1D batched in half precision

NVIDIA TITAN X: 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: vkfft: line 3: ./Vulkan_FFT: No such file or directory

Test: FFT + iFFT R2C / C2R

NVIDIA TITAN X: 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: vkfft: line 3: ./Vulkan_FFT: No such file or directory

NVIDIA TITAN X

Processor: Intel Xeon E5-2699 v4 @ 3.60GHz (22 Cores / 44 Threads), Motherboard: ASRock X99E-ITX/ac (P3.80 BIOS), Chipset: Intel Xeon E7 v4/Xeon, Memory: 64GB, Disk: Samsung SSD 950 PRO 512GB, Graphics: NVIDIA TITAN X 12GB, Audio: Realtek ALC1150, Monitor: DELL S2721QS, Network: Intel I218-V + Intel I211

OS: Fedora Linux 39, Kernel: 6.6.7-200.fc39.x86_64 (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server + Wayland, Display Driver: NVIDIA 545.29.06, OpenGL: 4.6.0, Compiler: GCC 13.2.1 20231205, File-System: btrfs, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,m2,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-libstdcxx-zoneinfo=/usr/share/zoneinfo --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xb000040
Graphics Notes: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 86.02.15.00.01
Python Notes: Python 3.12.1
Security Notes: SELinux + gather_data_sampling: Not affected + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_rstack_overflow: 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: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

Testing initiated at 27 December 2023 01:54 by user delta.