cuda-RTX2080-2021Nov eVGA GeForce RTX 2080 FTW3 Ultra (OC BIOS) testing with an NZXT N7 Z490 (P1.80 BIOS) and Intel Core i5-11600K on Ubuntu 21.10 via the Phoronix Test Suite. RTX 2080: Processor: Intel Core i5-11600K @ 4.90GHz (6 Cores / 12 Threads), Motherboard: NZXT N7 Z490 (P1.80 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: 1000GB Western Digital WDS100T3XHC-00SJG0 + 512GB INTEL SSDPEKKW512G8 + 4001GB Seagate ST4000VN008-2DR1, Graphics: NVIDIA GeForce RTX 2080 8GB, Audio: Realtek ALC1220, Monitor: LG TV SSCR2, Network: Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX200 OS: Ubuntu 21.10, Kernel: 5.13.0-21-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server 1.20.13, Display Driver: NVIDIA 495.44, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.5.100, Vulkan: 1.2.186, Compiler: GCC 10.3.0 + Clang 13.0.0-2, File-System: ext4, Screen Resolution: 3840x2160 vkpeak 20210424 fp32-scalar GFLOPS > Higher Is Better RTX 2080 . 11666.70 |========================================================== vkpeak 20210424 fp32-vec4 GFLOPS > Higher Is Better RTX 2080 . 11647.53 |========================================================== vkpeak 20210424 fp16-scalar GFLOPS > Higher Is Better RTX 2080 . 11660.50 |========================================================== vkpeak 20210424 fp16-vec4 GFLOPS > Higher Is Better RTX 2080 . 22884.74 |========================================================== vkpeak 20210424 fp64-scalar GFLOPS > Higher Is Better RTX 2080 . 363.41 |============================================================ vkpeak 20210424 fp64-vec4 GFLOPS > Higher Is Better RTX 2080 . 364.79 |============================================================ vkpeak 20210424 int32-scalar GIOPS > Higher Is Better RTX 2080 . 11560.21 |========================================================== vkpeak 20210424 int32-vec4 GIOPS > Higher Is Better RTX 2080 . 11470.55 |========================================================== vkpeak 20210424 int16-scalar GIOPS > Higher Is Better RTX 2080 . 7605.25 |=========================================================== vkpeak 20210424 int16-vec4 GIOPS > Higher Is Better RTX 2080 . 9950.42 |=========================================================== RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better RTX 2080 . 10.57 |============================================================= RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better RTX 2080 . 66.17 |============================================================= Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Seconds < Lower Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better RTX 2080 . 4.745 |============================================================= VkFFT 1.1.1 Benchmark Score > Higher Is Better RTX 2080 . 29593 |============================================================= Hashcat 6.2.4 Benchmark: MD5 H/s > Higher Is Better RTX 2080 . 41316300000 |======================================================= Hashcat 6.2.4 Benchmark: SHA1 H/s > Higher Is Better RTX 2080 . 13039400000 |======================================================= Hashcat 6.2.4 Benchmark: 7-Zip H/s > Higher Is Better RTX 2080 . 667567 |============================================================ Hashcat 6.2.4 Benchmark: SHA-512 H/s > Higher Is Better RTX 2080 . 1671066667 |======================================================== Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS H/s > Higher Is Better RTX 2080 . 483067 |============================================================ Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D GFLOPS > Higher Is Better RTX 2080 . 197.08 |============================================================ SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad GB/s > Higher Is Better RTX 2080 . 12.34 |============================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better RTX 2080 . 1098.11 |=========================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better RTX 2080 . 25.83 |============================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction GB/s > Higher Is Better RTX 2080 . 322.21 |============================================================ SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N GFLOPS > Higher Is Better RTX 2080 . 3334.85 |=========================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better RTX 2080 . 11598.6 |=========================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download GB/s > Higher Is Better RTX 2080 . 12.67 |============================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback GB/s > Higher Is Better RTX 2080 . 13.19 |============================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better RTX 2080 . 1183.85 |=========================================================== Libplacebo 2.72.2 FPS > Higher Is Better cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better RTX 2080 . 294.0 |============================================================= cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better RTX 2080 . 396.1 |============================================================= cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better RTX 2080 . 330.5 |============================================================= NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better RTX 2080 . 0.17916 |=========================================================== Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest Seconds < Lower Is Better RTX 2080 . 4.975 |============================================================= Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest Seconds < Lower Is Better RTX 2080 . 6.730 |============================================================= VkResample 1.0 Upscale: 2x - Precision: Double ms < Lower Is Better RTX 2080 . 213.16 |============================================================ VkResample 1.0 Upscale: 2x - Precision: Single ms < Lower Is Better RTX 2080 . 19.05 |============================================================= OctaneBench 2020.1 Total Score Score > Higher Is Better RTX 2080 . 270.15 |============================================================ RedShift Demo 3.0 Seconds < Lower Is Better FAHBench 2.3.2 Ns Per Day > Higher Is Better RTX 2080 . 265.65 |============================================================ LeelaChessZero 0.28 Backend: OpenCL Nodes Per Second > Higher Is Better RTX 2080 . 31943 |============================================================= ArrayFire 3.7 Test: Conjugate Gradient OpenCL ms < Lower Is Better RTX 2080 . 2.068 |============================================================= LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU M samples/sec > Higher Is Better RTX 2080 . 4.31 |============================================================== LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: GPU M samples/sec > Higher Is Better RTX 2080 . 2.86 |============================================================== LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU M samples/sec > Higher Is Better RTX 2080 . 4.79 |============================================================== LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU M samples/sec > Higher Is Better RTX 2080 . 3.67 |============================================================== LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU M samples/sec > Higher Is Better RTX 2080 . 12.10 |============================================================= FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL ms < Lower Is Better RTX 2080 . 11.90 |============================================================= ViennaCL 1.7.1 Test: CPU BLAS - sCOPY GB/s > Higher Is Better RTX 2080 . 23.4 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - sAXPY GB/s > Higher Is Better RTX 2080 . 35.6 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - sDOT GB/s > Higher Is Better RTX 2080 . 47 |================================================================ ViennaCL 1.7.1 Test: CPU BLAS - dCOPY GB/s > Higher Is Better RTX 2080 . 22.5 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - dAXPY GB/s > Higher Is Better RTX 2080 . 34.0 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - dDOT GB/s > Higher Is Better RTX 2080 . 45.1 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-N GB/s > Higher Is Better RTX 2080 . 48.7 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-T GB/s > Higher Is Better RTX 2080 . 49.8 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NN GFLOPs/s > Higher Is Better RTX 2080 . 28.0 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NT GFLOPs/s > Higher Is Better RTX 2080 . 27.0 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TN GFLOPs/s > Higher Is Better RTX 2080 . 28.9 |============================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TT GFLOPs/s > Higher Is Better RTX 2080 . 28.3 |============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY GB/s > Higher Is Better RTX 2080 . 280 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY GB/s > Higher Is Better RTX 2080 . 325 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT GB/s > Higher Is Better RTX 2080 . 256 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY GB/s > Higher Is Better RTX 2080 . 368 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY GB/s > Higher Is Better RTX 2080 . 387 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT GB/s > Higher Is Better RTX 2080 . 405 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N GB/s > Higher Is Better RTX 2080 . 381 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T GB/s > Higher Is Better RTX 2080 . 343 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN GFLOPs/s > Higher Is Better RTX 2080 . 344 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN GFLOPs/s > Higher Is Better RTX 2080 . 347 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT GFLOPs/s > Higher Is Better RTX 2080 . 341 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT GFLOPs/s > Higher Is Better RTX 2080 . 342 |=============================================================== GROMACS 2021.2 Implementation: NVIDIA CUDA GPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 Milli-Seconds < Lower Is Better NCNN 20210720 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better RTX 2080 . 4.00 |============================================================== NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better RTX 2080 . 1.59 |============================================================== NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better RTX 2080 . 1.99 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better RTX 2080 . 1.47 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better RTX 2080 . 1.65 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better RTX 2080 . 2.93 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better RTX 2080 . 0.80 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better RTX 2080 . 3.73 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better RTX 2080 . 6.92 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better RTX 2080 . 1.64 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better RTX 2080 . 2.05 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better RTX 2080 . 3.58 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better RTX 2080 . 6.62 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better RTX 2080 . 4.62 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better RTX 2080 . 2.06 |============================================================== PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL Examples Per Second > Higher Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom M samples/s > Higher Is Better RTX 2080 . 8.132 |============================================================= IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar M samples/s > Higher Is Better RTX 2080 . 25.74 |============================================================= Blender 2.92 Blend File: BMW27 - Compute: CUDA Seconds < Lower Is Better RTX 2080 . 52.27 |============================================================= Blender 2.92 Blend File: Classroom - Compute: CUDA Seconds < Lower Is Better RTX 2080 . 163.55 |============================================================ Blender 2.92 Blend File: Fishy Cat - Compute: CUDA Seconds < Lower Is Better RTX 2080 . 97.03 |============================================================= Blender 2.92 Blend File: Barbershop - Compute: CUDA Seconds < Lower Is Better RTX 2080 . 560.30 |============================================================ Blender 2.92 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 2080 . 35.04 |============================================================= Blender 2.92 Blend File: Classroom - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 2080 . 92.65 |============================================================= Blender 2.92 Blend File: Fishy Cat - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 2080 . 53.14 |============================================================= Blender 2.92 Blend File: Barbershop - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 2080 . 941.59 |============================================================ Blender 2.92 Blend File: Pabellon Barcelona - Compute: CUDA Seconds < Lower Is Better RTX 2080 . 349.37 |============================================================ Blender 2.92 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 2080 . 150.54 |============================================================ MandelGPU 1.3pts1 OpenCL Device: GPU Samples/sec > Higher Is Better RTX 2080 . 354984648.5 |======================================================= clpeak OpenCL Test: Integer Compute INT GIOPS > Higher Is Better RTX 2080 . 9352.06 |=========================================================== clpeak OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better RTX 2080 . 8924.60 |=========================================================== clpeak OpenCL Test: Double-Precision Double GFLOPS > Higher Is Better RTX 2080 . 363.60 |============================================================ clpeak OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better RTX 2080 . 368.50 |============================================================ NeatBench 5 Acceleration: GPU FPS > Higher Is Better RTX 2080 . 2080 |==============================================================