Benchmarks by Michael Larabel for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2012250-HA-NVIDIAGPU61
NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20
Benchmarks by Michael Larabel for a future article.
,,"RTX 2060","RTX 2060 SUPER","RTX 2070","RTX 2070 SUPER","RTX 2080","RTX 2080 SUPER","RTX 2080 Ti","TITAN RTX","RTX 3060 TI","RTX 3080"
Processor,,AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)
Motherboard,,ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS)
Chipset,,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse
Memory,,16GB,16GB,16GB,16GB,16GB,16GB,16GB,16GB,16GB,16GB
Disk,,2000GB Corsair Force MP600,2000GB Corsair Force MP600,2000GB Corsair Force MP600,2000GB Corsair Force MP600,2000GB Corsair Force MP600,2000GB Corsair Force MP600,2000GB Corsair Force MP600,2000GB Corsair Force MP600,2000GB Corsair Force MP600,2000GB Corsair Force MP600
Graphics,,NVIDIA GeForce RTX 2060 6GB (1365/7000MHz),NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz),ASUS NVIDIA GeForce RTX 2070 8GB (435/405MHz),NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz),Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz),NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz),NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz),NVIDIA TITAN RTX 24GB (1350/7000MHz),NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz),NVIDIA GeForce RTX 3080 10GB (1710/9501MHz)
Audio,,NVIDIA TU106 HD Audio,NVIDIA TU106 HD Audio,NVIDIA TU106 HD Audio,NVIDIA TU104 HD Audio,NVIDIA TU104 HD Audio,NVIDIA TU104 HD Audio,NVIDIA TU102 HD Audio,NVIDIA TU102 HD Audio,NVIDIA Device 228b,NVIDIA Device 1aef
Monitor,,ASUS MG28U,ASUS MG28U,ASUS MG28U,ASUS MG28U,ASUS MG28U,ASUS MG28U,ASUS MG28U,ASUS MG28U,ASUS MG28U,ASUS MG28U
Network,,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200
OS,,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04
Kernel,,5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64),5.4.0-58-generic (x86_64)
Desktop,,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4
Display Server,,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8
Display Driver,,NVIDIA 460.27.04,NVIDIA 460.27.04,NVIDIA 460.27.04,NVIDIA 460.27.04,NVIDIA 460.27.04,NVIDIA 460.27.04,NVIDIA 460.27.04,NVIDIA 460.27.04,NVIDIA 460.27.04,NVIDIA 460.27.04
OpenGL,,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0
OpenCL,,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66,OpenCL 1.2 CUDA 11.2.66
Vulkan,,1.2.155,1.2.155,1.2.155,1.2.155,1.2.155,1.2.155,1.2.155,1.2.155,1.2.155,1.2.155
Compiler,,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0
File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4
Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160
,,"RTX 2060","RTX 2060 SUPER","RTX 2070","RTX 2070 SUPER","RTX 2080","RTX 2080 SUPER","RTX 2080 Ti","TITAN RTX","RTX 3060 TI","RTX 3080"
"clpeak - OpenCL Test: Single-Precision Float (GFLOPS)",HIB,5369.81,6985.02,7190.53,8591.77,8860.55,10347.92,12677.18,14109.68,16033.64,29490.81
"Blender - Blend File: Barbershop - Compute: NVIDIA OptiX (sec)",LIB,1779.46,1758.17,1826.30,996.82,971.62,911.32,899.14,905.22,565.99,421.51
"Blender - Blend File: Classroom - Compute: NVIDIA OptiX (sec)",LIB,147.65,144.40,148.17,89.12,86.13,81.14,73.99,73.40,56.33,38.85
"Blender - Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX (sec)",LIB,206.86,194.41,198.63,132.73,132.90,126.93,103.97,102.51,84.95,55.63
"LuxCoreRender OpenCL - Scene: Food (M samples/sec)",HIB,1.21,1.32,1.30,1.86,1.88,1.97,2.18,2.23,2.97,4.00
"Blender - Blend File: BMW27 - Compute: NVIDIA OptiX (sec)",LIB,36.27,30.90,31.34,25.44,26.24,25.22,21.67,18.64,20.15,11.48
"Blender - Blend File: Fishy Cat - Compute: NVIDIA OptiX (sec)",LIB,67.13,58.94,58.34,48.03,45.51,42.60,32.80,31.72,36.74,21.48
"clpeak - OpenCL Test: Integer Compute INT (GIOPS)",HIB,5224.68,6956.55,7094.24,8551.57,9330.83,10244.08,13432.89,13791.91,8365.85,15586.03
"LuxCoreRender OpenCL - Scene: DLSC (M samples/sec)",HIB,3.30,4.19,4.14,4.32,4.23,4.32,5.53,5.95,7.13,9.60
"OctaneBench - Total Score (Score)",HIB,195.009806,244.224553,243.261218,264.534943,261.329504,268.114368,354.856769,383.463739,383.416583,565.099512
"RedShift Demo - (sec)",LIB,469,378,375,351,341,325,246,235,239,165
"LuxCoreRender OpenCL - Scene: LuxCore Benchmark (M samples/sec)",HIB,2.80,3.63,3.56,3.67,3.55,3.60,4.58,5.03,5.91,7.84
"PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (FPS)",HIB,392.02,440.36,447.47,499.43,545.48,588.04,754.69,782.29,689.61,1019.79
"FinanceBench - Benchmark: Black-Scholes OpenCL (ms)",LIB,12.565,10.454,10.225,8.224,7.620,6.749,6.014,5.691,8.328,4.869
"cl-mem - Benchmark: Write (GB/s)",HIB,251.6,340.1,323.9,320.6,331.9,350.8,446.6,495.4,384.3,645.3
"PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL (FPS)",HIB,88.38,100.61,103.03,121.35,128.62,143.39,185.09,194.50,133.11,223.64
"PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL (FPS)",HIB,110.96,126.76,129.65,152.58,161.88,180.23,231.73,244.00,167.73,280.31
"RealSR-NCNN - Scale: 4x - TAA: Yes (sec)",LIB,85.948,75.892,74.654,63.178,59.403,54.037,44.186,41.731,54.144,34.206
"PlaidML - FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL (FPS)",HIB,31.81,38.42,39.07,42.32,45.39,49.16,63.53,66.50,48.04,79.23
"VkResample - Upscale: 2x - Precision: Single (ms)",LIB,27.195,22.282,22.269,19.523,19.024,17.507,14.767,13.561,17.676,11.220
"PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS)",HIB,1282.27,1581.85,1566.36,1701.99,1726.88,1816.87,2414.96,2551.38,1875.37,3062.00
"Betsy GPU Compressor - Codec: ETC2 RGB - Quality: Highest (sec)",LIB,8.748,7.733,7.646,6.653,6.153,5.507,,4.116,6.040,3.664
"clpeak - OpenCL Test: Global Memory Bandwidth (GBPS)",HIB,277.40,369.42,369.14,370.17,369.65,405.68,508.00,530.48,389.18,662.24
"VkResample - Upscale: 2x - Precision: Double (ms)",LIB,350.961,309.619,302.845,261.969,235.512,216.539,152.853,149.204,264.871,148.284
"clpeak - OpenCL Test: Double-Precision Double (GFLOPS)",HIB,231.27,261.53,268.18,309.27,344.68,373.96,519.03,545.22,306.12,545.91
"Hashcat - Benchmark: SHA1 (H/s)",HIB,8248933333,9314900000,9535466667,11183366667,12203533333,13653000000,17751300000,18576400000,11103733333,19151100000
"PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL (FPS)",HIB,171.78,203.78,202.05,220.43,242.54,266.39,351.18,359.13,236.40,398.64
"Hashcat - Benchmark: TrueCrypt RIPEMD160 + XTS (H/s)",HIB,311800,349600,356700,423733,461367,527287,657967,688167,427100,723200
"Hashcat - Benchmark: SHA-512 (H/s)",HIB,1049366667,1183433333,1213266667,1426733333,1559500000,1734100000,2241700000,2350366667,1406900000,2426033333
"Betsy GPU Compressor - Codec: ETC1 - Quality: Highest (sec)",LIB,6.189,5.451,5.309,4.824,4.375,4.004,3.177,3.043,4.358,2.701
"PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL (FPS)",HIB,320.95,376.59,379.70,422.86,442.78,468.60,636.84,654.76,454.66,730.76
"cl-mem - Benchmark: Read (GB/s)",HIB,297.5,397.1,397.1,397.1,397.1,437.8,545.6,568.2,392.8,674.2
"Hashcat - Benchmark: MD5 (H/s)",HIB,25930633333,29272000000,29955566667,35466033333,38493233333,43136966667,55488333333,58104300000,32927600000,56429133333
"Hashcat - Benchmark: 7-Zip (H/s)",HIB,439000,490533,500233,593700,637367,711967,885300,937233,581300,981300
"PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS)",HIB,1720.24,2011.99,2004.51,2300.01,2333.79,2489.11,3316.31,3392.96,2428.74,3623.82
"Rodinia - Test: OpenCL Particle Filter (sec)",LIB,8.960,7.981,7.858,6.900,6.288,5.809,4.507,4.296,7.040,4.290
"PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL (FPS)",HIB,125.45,147.13,148.04,149.68,152.28,160.48,213.54,228.78,177.41,261.32
"RealSR-NCNN - Scale: 4x - TAA: No (sec)",LIB,12.707,11.540,11.187,9.972,9.473,8.842,7.605,7.360,8.784,6.345
"LeelaChessZero - Backend: OpenCL (Nodes/s)",HIB,9752,11399,11495,12841,13576,14634,16952,17009,16799,18668
"PlaidML - FP16: No - Mode: Training - Network: VGG19 - Device: OpenCL (FPS)",HIB,22.04,24.58,,27.78,28.32,32.29,36.9,37.56,29.38,40.88
"MandelGPU - OpenCL Device: GPU (Samples/sec)",HIB,253858256.7,278640038.1,283803060.1,321637774.3,343080891.1,368037096.6,447272306.0,460475602.6,280941400.2,421918457.5
"VkFFT - (Benchmark Score)",HIB,22903,29585,29546,29427,28745,30475,34110,36216,32556,40997
"PlaidML - FP16: No - Mode: Training - Network: VGG16 - Device: OpenCL (FPS)",HIB,27.12,30.00,30.27,33.75,34.13,38.7,44.02,44.51,34.98,47.50
"FAHBench - (Ns/Day)",HIB,183.2913,207.0770,205.2322,229.7600,244.4171,260.8957,304.0362,307.0348,235.7167,320.6571
"ArrayFire - Test: Conjugate Gradient OpenCL (ms)",LIB,2.650,2.073,2.086,2.060,2.072,1.893,1.670,1.637,2.092,1.557
"Waifu2x-NCNN Vulkan - Scale: 2x - Denoise: 3 - TAA: Yes (sec)",LIB,5.779,5.313,5.314,4.761,4.605,4.358,3.856,3.827,4.371,3.512
"cl-mem - Benchmark: Copy (GB/s)",HIB,239.5,288.3,285.7,292.3,290.5,302.0,324.0,320.8,294.1,354.7
"ViennaCL - OpenCL LU Factorization (GFLOPS)",HIB,74.5062,74.0853,74.1817,75.7984,77.1727,76.6869,78.3244,81.3167,75.7896,79.3217
"NCNN - Target: Vulkan GPU - Model: blazeface (ms)",LIB,1.8,1.93,1.87,1.88,1.86,1.88,1.95,1.83,1.86,1.91
"NCNN - Target: Vulkan GPU - Model: yolov4-tiny (ms)",LIB,21.41,22.80,21.41,21.79,21.81,22.13,21.45,21.88,21.35,22.15
"NCNN - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,4.44,4.67,4.60,4.64,4.50,4.65,4.74,4.49,4.54,4.56
"NCNN - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,4.15,4.34,4.19,4.30,4.25,4.30,4.43,4.20,4.25,4.34
"NCNN - Target: Vulkan GPU - Model: squeezenet_ssd (ms)",LIB,14.32,14.63,14.51,14.55,14.45,14.47,14.36,14.35,15.11,14.50
"NCNN - Target: Vulkan GPU - Model: mobilenet (ms)",LIB,12.42,13.04,12.66,12.77,12.69,12.72,12.64,12.77,12.54,12.78
"NCNN - Target: Vulkan GPU - Model: alexnet (ms)",LIB,11.61,11.53,11.74,11.36,11.37,11.22,11.44,11.25,11.41,11.71
"NCNN - Target: Vulkan GPU - Model: resnet50 (ms)",LIB,24.58,25.71,25.05,25.25,24.62,24.73,24.69,24.95,24.69,25.34
"NCNN - Target: Vulkan GPU - Model: regnety_400m (ms)",LIB,18.29,18.49,18.68,18.58,18.77,18.65,18.32,18.21,18.57,18.45
"NCNN - Target: Vulkan GPU - Model: resnet18 (ms)",LIB,14.47,14.77,14.55,14.53,14.58,14.36,14.65,14.36,14.51,14.74
"NCNN - Target: Vulkan GPU - Model: shufflenet-v2 (ms)",LIB,4.42,4.47,4.45,4.46,4.48,4.50,4.48,4.43,4.47,4.52
"NCNN - Target: Vulkan GPU - Model: vgg16 (ms)",LIB,56.98,57.22,57.13,57.13,57.25,57.08,56.69,56.52,57.18,56.96
"NCNN - Target: Vulkan GPU - Model: googlenet (ms)",LIB,13.43,14.18,13.60,13.48,13.56,13.12,13.96,13.32,13.41,13.95
"NCNN - Target: Vulkan GPU - Model: efficientnet-b0 (ms)",LIB,5.48,5.70,5.59,5.60,5.56,5.68,6.02,6.03,5.55,5.61
"NCNN - Target: Vulkan GPU - Model: mnasnet (ms)",LIB,4.01,4.33,4.15,4.22,4.10,4.21,4.56,4.02,4.11,4.20
"LuxCoreRender OpenCL - Scene: Rainbow Colors and Prism (M samples/sec)",HIB,7.98,11.41,10.94,10.04,9.27,9.19,12.14,13.56,17.11,21.91