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. 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 NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better NVIDIA TITAN X . 21.30 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better NVIDIA TITAN X . 235.77 |====================================================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better NVIDIA TITAN X . 48.14 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better NVIDIA TITAN X . 54.47 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better NVIDIA TITAN X . 95.84 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better NVIDIA TITAN X . 19.25 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better NVIDIA TITAN X . 114.79 |====================================================== NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better NVIDIA TITAN X . 31.11 |======================================================= VkResample 1.0 Upscale: 2x - Precision: Single ms < Lower Is Better NVIDIA TITAN X . 23.66 |======================================================= VkResample 1.0 Upscale: 2x - Precision: Double ms < Lower Is Better NVIDIA TITAN X . 500.00 |====================================================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better NVIDIA TITAN X . 6.079 |======================================================= Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Seconds < Lower Is Better NVIDIA TITAN X . 2.133 |======================================================= RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better NVIDIA TITAN X . 88.13 |======================================================= vkpeak 20230730 int32-vec4 GIOPS > Higher Is Better NVIDIA TITAN X . 3863.74 |===================================================== vkpeak 20230730 int32-scalar GIOPS > Higher Is Better NVIDIA TITAN X . 4177.27 |===================================================== vkpeak 20230730 fp64-vec4 GFLOPS > Higher Is Better NVIDIA TITAN X . 395.60 |====================================================== vkpeak 20230730 fp64-scalar GFLOPS > Higher Is Better NVIDIA TITAN X . 395.81 |====================================================== vkpeak 20230730 fp32-vec4 GFLOPS > Higher Is Better NVIDIA TITAN X . 12371.25 |==================================================== vkpeak 20230730 fp32-scalar GFLOPS > Higher Is Better NVIDIA TITAN X . 12422.77 |==================================================== NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better NVIDIA TITAN X . 46.60 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better NVIDIA TITAN X . 21.57 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better NVIDIA TITAN X . 28.38 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better NVIDIA TITAN X . 4.86 |======================================================== NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better NVIDIA TITAN X . 21.49 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better NVIDIA TITAN X . 16.55 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better NVIDIA TITAN X . 19.98 |======================================================= NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better NVIDIA TITAN X . 22.42 |======================================================= NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better NVIDIA TITAN X . 25.35 |======================================================= Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest Seconds < Lower Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest Seconds < Lower Is Better Libplacebo 5.229.1 FPS > Higher Is Better VkFFT 1.2.31 Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling Benchmark Score > Higher Is Better VkFFT 1.2.31 Test: FFT + iFFT C2C Bluestein benchmark in double precision Benchmark Score > Higher Is Better VkFFT 1.2.31 Test: FFT + iFFT C2C multidimensional in single precision Benchmark Score > Higher Is Better VkFFT 1.2.31 Test: FFT + iFFT C2C 1D batched in single precision Benchmark Score > Higher Is Better VkFFT 1.2.31 Test: FFT + iFFT C2C 1D batched in double precision Benchmark Score > Higher Is Better VkFFT 1.2.31 Test: FFT + iFFT C2C Bluestein in single precision Benchmark Score > Higher Is Better VkFFT 1.2.31 Test: FFT + iFFT C2C 1D batched in half precision Benchmark Score > Higher Is Better VkFFT 1.2.31 Test: FFT + iFFT R2C / C2R Benchmark Score > Higher Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better NVIDIA TITAN X . 18.58 |=======================================================