NVIDIA GPU Compute OpenCL CUDA Benchmarks

Some benchmarks by Michael Larabel tests 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 2009112-FI-ROCMGPUCO10
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 3 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 2 Tests
Multi-Core 3 Tests
NVIDIA GPU Compute 14 Tests
OpenCL 5 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 1060
September 08 2020
  1 Hour, 10 Minutes
GTX 1070
September 07 2020
  1 Hour, 6 Minutes
GTX 1070 Ti
September 06 2020
  1 Hour, 11 Minutes
GTX 1080
September 07 2020
  1 Hour, 4 Minutes
GTX 1650
September 09 2020
  1 Hour, 10 Minutes
GTX 1650 SUPER
September 08 2020
  1 Hour, 8 Minutes
GTX 1660
September 09 2020
  1 Hour, 5 Minutes
GTX 1660 SUPER
September 07 2020
  1 Hour, 5 Minutes
GTX 1660 Ti
September 09 2020
  1 Hour, 3 Minutes
RTX 2060
September 08 2020
  1 Hour, 3 Minutes
RTX 2060 SUPER
September 09 2020
  1 Hour, 1 Minute
RTX 2070
September 09 2020
  1 Hour, 1 Minute
RTX 2070 SUPER
September 08 2020
  59 Minutes
RTX 2080
September 08 2020
  1 Hour
RTX 2080 SUPER
September 08 2020
  59 Minutes
RTX 2080 Ti
September 07 2020
  1 Hour
TITAN RTX
September 06 2020
  1 Hour, 1 Minute
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NVIDIA GPU Compute OpenCL CUDA Benchmarks Some benchmarks by Michael Larabel tests for a future article. ,,"TITAN RTX","GTX 1070 Ti","GTX 1660 SUPER","GTX 1070","GTX 1080","RTX 2080 Ti","GTX 1060","RTX 2060","GTX 1650 SUPER","RTX 2070 SUPER","RTX 2080 SUPER","RTX 2080","RTX 2070","RTX 2060 SUPER","GTX 1660 Ti","GTX 1660","GTX 1650" Processor,,AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) Motherboard,,ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 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,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,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 MP600,2000GB 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 TITAN RTX 24GB (420/405MHz),Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz),eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz),NVIDIA GeForce GTX 1070 8GB (1506/4006MHz),NVIDIA GeForce GTX 1080 8GB (1607/5005MHz),NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz),NVIDIA GeForce GTX 1060 6GB (1506/4006MHz),NVIDIA GeForce RTX 2060 6GB (1365/7000MHz),ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz),NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz),NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz),Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz),ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz),NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz),eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz),ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz),ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz) Monitor,,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q 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,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,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04 Kernel,,5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-generic (x86_64),5.4.0-45-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,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,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 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66,NVIDIA 450.66 OpenGL,,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0 OpenCL,,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228,OpenCL 1.2 CUDA 11.0.228 Vulkan,,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133,1.2.133 Compiler,,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0,GCC 9.3.0 + CUDA 11.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160 ,,"TITAN RTX","GTX 1070 Ti","GTX 1660 SUPER","GTX 1070","GTX 1080","RTX 2080 Ti","GTX 1060","RTX 2060","GTX 1650 SUPER","RTX 2070 SUPER","RTX 2080 SUPER","RTX 2080","RTX 2070","RTX 2060 SUPER","GTX 1660 Ti","GTX 1660","GTX 1650" "LeelaChessZero - Backend: OpenCL (Nodes/s)",HIB,22424,9947,7366,9750,12662,21839,5933,10290,5151,14730,17501,15442,12311,12335,7733,5895,3101 "clpeak - OpenCL Test: Single-Precision Float (GFLOPS)",HIB,14178.85,6788.40,4440.23,6093.02,8218.62,13536.25,4110.71,5417.55,4123.66,8540.73,10264.38,9161.18,7265.91,7034.77,4778.23,4543.64,2673.64 "cl-mem - Benchmark: Read (GB/s)",HIB,567.7,206.2,296.6,206.2,229.6,545.7,154.4,297.4,167.0,396.8,437.6,396.5,396.9,396.8,251.2,163.9,108.7 "clpeak - OpenCL Test: Global Memory Bandwidth (GBPS)",HIB,530.79,198.18,276.35,197.20,223.14,506.90,147.66,276.94,156.86,369.62,405.92,369.23,369.30,368.94,234.91,158.15,105.31 "clpeak - OpenCL Test: Double-Precision Double (GFLOPS)",HIB,548.26,242.70,172.49,223.60,298.46,522.22,150.68,232.17,157.98,308.86,376.32,345.11,267.79,261.89,184.34,168.56,109.20 "Mixbench - Backend: NVIDIA CUDA - Benchmark: Half Precision (GFLOPS)",HIB,32084.79,121.42,10862.90,113.32,149.35,31492.24,75.77,14646.46,10057.46,19501.67,23628.78,21764.40,16838.72,16507.06,11787.37,10568.46,6948.33 "Mixbench - Backend: OpenCL - Benchmark: Double Precision (GFLOPS)",HIB,454.37,241.99,144.30,224.82,296.66,436.81,150.48,194.80,132.75,259.11,315.03,290.13,226.65,222.15,155.78,141.25,91.77 "cl-mem - Benchmark: Write (GB/s)",HIB,491.7,198.2,240.7,199.5,225.6,449.5,148.1,258.7,145.8,322.9,352.9,338.1,328.5,341.3,223.9,157.3,104.4 "Mixbench - Backend: OpenCL - Benchmark: Single Precision (GFLOPS)",HIB,15032.47,7018.90,5462.59,6476.92,8520.97,16061.09,4355.28,7222.28,4943.06,9630.83,11758.65,10812.52,8357.96,8159.15,5821.19,5259.29,3441.36 "LuxCoreRender OpenCL - Scene: Rainbow Colors and Prism (M samples/sec)",HIB,12.73,5.38,5.61,6.62,4.23,12.33,5.41,7.97,2.73,10.21,9.14,9.24,10.98,11.32,5.01,5.58,3.93 "Mixbench - Backend: NVIDIA CUDA - Benchmark: Double Precision (GFLOPS)",HIB,413.66,240.92,144.14,225.05,296.09,409.46,151.63,196.30,133.88,260.97,315.61,291.56,226.21,221.80,157.14,141.36,92.37 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS)",HIB,2544.67,1070.90,1080.11,1052.64,1154.13,2406.16,775.73,1285.58,740.17,1712.75,1815.92,1726.60,1575.65,1585.76,1038.86,858.90,573.67 "Mixbench - Backend: NVIDIA CUDA - Benchmark: Single Precision (GFLOPS)",HIB,15103.61,6647.94,5440.74,6174.80,8182.72,14734.03,4167.41,7339.39,4993.92,9754.99,11685.95,10845.36,8435.23,8264.66,5888.78,5313.33,3474.17 "FinanceBench - Benchmark: Black-Scholes OpenCL (ms)",LIB,5.701,7.298,15.271,8.968,6.981,6.020,13.340,12.555,16.577785,8.263,6.811,7.657,10.254,10.498,14.385,15.259,24.145285 "Rodinia - Test: OpenCL Particle Filter (sec)",LIB,4.250,7.791,11.482,8.205,6.457,4.414,12.002,8.836,12.487,6.837,5.718,6.196,7.767,7.914,10.847,11.893,17.823 "OctaneBench - Total Score (Score)",HIB,324.546769,141.667655,135.657134,132.839354,148.472009,310.814399,91.732906,166.098571,92.367839,221.193748,234.066446,224.387211,207.538286,206.078943,133.345,119.105265,77.410218 "ArrayFire - Test: Conjugate Gradient OpenCL (ms)",LIB,1.666,3.814,2.642,4.077,3.387,1.677,5.000,2.659,4.445,2.071,1.900,2.075,2.097,2.083,3.068,4.541,6.808 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (FPS)",HIB,775.69,331.84,298.77,314.83,398.82,753.75,227.23,390.07,269.17,500.26,588.04,544.54,444.84,438.26,313.08,289.42,201.27 "FAHBench - (Ns/Day)",HIB,292.1593,137.1393,135.6073,139.4974,151.5679,290.7249,102.2683,178.4712,82.0521,221.7284,248.0118,235.5341,199.8719,200.7664,138.5578,125.6158,75.8135 "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL (FPS)",HIB,227.30,108.23,100.51,108.46,112.28,212.11,79.13,125.23,73.17,149.69,159.79,151.99,147.87,146.90,98.99,87.25,59.37 "NeatBench - Acceleration: GPU (FPS)",HIB,48.1,,,21.5,24.6,,,28.3,,,,38.3,35.8,,,18.6,12.8 "LuxCoreRender OpenCL - Scene: DLSC (M samples/sec)",HIB,5.98,2.55,2.63,2.46,2.45,5.67,1.78,3.34,1.61,4.44,4.38,4.32,4.17,4.20,2.51,2.56,1.73 "MandelGPU - OpenCL Device: GPU (Samples/sec)",HIB,480798376.6,194875210.8,200846066.4,184077179.7,231826397.8,448915216.6,130290433.8,252924048.7,186025762.6,323061985.4,374422420.6,345359936.4,284631717.4,281931310.0,210891296.2,193795979.5,132266243.9 "LuxCoreRender OpenCL - Scene: LuxCore Benchmark (M samples/sec)",HIB,4.99,2.24,2.26,2.12,2.13,4.75,1.53,2.79,1.36,3.69,3.62,3.55,3.49,3.54,2.11,2.20,1.51 "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS)",HIB,2856.83,1485.78,1380.68,1392.46,1665.72,2751.85,987.07,1719.71,1080.43,2287.03,2432.73,2322.39,1996.60,2012.37,1427.43,1199.66,814.50 "LuxCoreRender OpenCL - Scene: Food (M samples/sec)",HIB,2.23,0.98,1.09,0.92,0.99,2.23,0.65,1.17,0.81,1.90,1.93,1.87,1.30,1.33,1.07,0.99,0.67 "cl-mem - Benchmark: Copy (GB/s)",HIB,322.7,184.1,240.2,183.3,207.4,324.0,138.5,239.4,143.8,292.1,301.7,290.0,284.4,288.0,211.1,145.9,99.2 "PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL (FPS)",HIB,198.37,99.64,111.39,103.79,99.82,187.73,83.52,125.33,77.10,154.74,158.82,154.35,153.03,154.81,108.06,97.94,65.59 "GROMACS - Water Benchmark (Ns/Day)",HIB,7.117,4.259,4.629,4.052,4.634,7.136,3.181,5.416,4.122,6.249,6.572,6.536,5.865,5.789,4.789,4.412,3.253 "Mixbench - Backend: OpenCL - Benchmark: Integer (GIOPS)",HIB,16979.99,2157.31,5432.40,2019.08,2655.58,16323.94,1354.14,7275.33,4975.18,9696.38,11752.11,10930.56,8362.86,8218.02,5803.63,5303.51,3466.72 "Mixbench - Backend: NVIDIA CUDA - Benchmark: Integer (GIOPS)",HIB,14426.11,1887.61,4866.61,1764.63,2326.09,14103.79,1187.72,6539.81,4492.32,8722.28,10562.99,9732.48,7540.28,7348.91,5271.34,4753.11,3108.84 "clpeak - OpenCL Test: Integer Compute INT (GIOPS)",HIB,13783.93,2076.45,4280.55,1695.79,2430.55,13629.37,1275.12,5356.84,4128.39,8484.41,10266.72,9141.23,7133.77,6930.21,4734.36,4338.67,2641.38 "NAMD CUDA - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,0.19195,0.22300,0.23177,0.24022,0.22426,0.19082,0.30957,0.20635,0.26211,0.19625,0.19329,0.19265,0.20362,0.20057,0.22800,0.24290,0.34503 "ViennaCL - OpenCL LU Factorization (GFLOPS)",HIB,76.6410,69.1838,68.1532,66.2068,70.6880,75.7871,61.6530,73.3091,67.9330,74.4473,76.1016,74.7298,72.5699,72.5010,70.0287,67.8200,62.9607 "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,55.61,45.46,55.48,59.81,61.17,56.11,52.77,51.56,50.85,50.76,49.61,62.06,54.87,53.72,48.98,51.27,49.62 "GPU Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,126.58,,67.65,82.21,92.36,124.11,64.43,74.07,47.87,96.17,91.93,103.45,85.38,88.74,59.54,45.57,37.62 "ViennaCL - GPU Temperature Monitor (Celsius)",LIB,45.46,41.46,46.49,54.95,56.03,45.38,46.77,44.47,44.24,40.21,42.05,53.9,45.98,42.07,40.59,45.83,43.69 "ViennaCL - GPU Power Consumption Monitor (Watts)",LIB,46.01,,30.09,50.93,56.2,42.9,40.91,31.35,20.56,39.95,41.34,42.71,32.61,35.74,22.8,19.41,18.42 "ViennaCL - OpenCL LU Factorization (GFLOPS/Watt)",HIB,1.67,,2.26,1.30,1.26,1.77,1.51,2.34,3.30,1.86,1.84,1.75,2.23,2.03,3.07,3.49,3.42 "MandelGPU - GPU Temperature Monitor (Celsius)",LIB,50.53,44.84,53.48,59.08,59.89,49.86,50.48,51.32,48.53,45.27,46.02,61.07,52.72,48.95,49.47,52.95,52.92 "MandelGPU - GPU Power Consumption Monitor (Watts)",LIB,122.71,,70.83,87.38,94.6,106.89,69.85,84.69,54.61,93.28,94.4,100.66,84.48,86.85,63.9,53.61,46 "MandelGPU - OpenCL Device: GPU (Samples/sec/Watt)",HIB,3918310.99,,2835520.58,2106550.52,2450550.94,4199725.88,1865313.24,2986480.82,3406236.85,3463394.61,3966294.18,3430972.39,3369143.18,3246088.29,3300105.69,3615143.30,2875574.33 "cl-mem - GPU Temperature Monitor (Celsius)",LIB,48.5,42.57,51.52,55.55,56.15,47.91,45.85,47.19,44.91,42.89,43.87,57.84,49.78,45.84,45.88,48.22,46.97 "cl-mem - GPU Power Consumption Monitor (Watts)",LIB,108.7,,65.62,71.15,75.69,95.45,51.44,66.41,44.51,83.86,76.7,81.51,76.97,76.61,55.88,43.23,38.17 "cl-mem - Benchmark: Copy (GB/s/Watt)",HIB,2.97,,3.66,2.58,2.74,3.39,2.69,3.60,3.23,3.48,3.93,3.56,3.70,3.76,3.78,3.37,2.60 "cl-mem - GPU Temperature Monitor (Celsius)",LIB,47.1,42.17,51.57,54.31,55.48,46.55,46,46.02,43.17,41.82,42.8,56.39,48.16,44.81,44.42,45.95,44.77 "cl-mem - GPU Power Consumption Monitor (Watts)",LIB,105.03,,66.31,70.62,76.67,99.36,53.67,65.87,44.61,83.17,78.12,81,72.24,77.53,53.03,43.43,38.15 "cl-mem - Benchmark: Write (GB/s/Watt)",HIB,4.68,,3.63,2.83,2.94,4.52,2.76,3.93,3.27,3.88,4.52,4.17,4.55,4.40,4.22,3.62,2.74 "cl-mem - GPU Temperature Monitor (Celsius)",LIB,43.98,40.67,51.63,50.74,51.85,43.54,43.07,43.18,39.97,39.4,40.7,51.47,43.88,41.84,40.98,41.72,40.14 "cl-mem - GPU Power Consumption Monitor (Watts)",LIB,101.82,,66.65,68.47,74.08,102.41,51.86,65.73,44.43,82.27,74.81,79.89,70.09,76.07,55.05,43.53,37.78 "cl-mem - Benchmark: Read (GB/s/Watt)",HIB,5.58,,4.45,3.01,3.10,5.33,2.98,4.52,3.76,4.82,5.85,4.96,5.66,5.22,4.56,3.77,2.88 "LeelaChessZero - GPU Temperature Monitor (Celsius)",LIB,73.94,54.96,66.63,76.77,81.05,75.77,67.85,71.03,64.93,68.78,70.11,81.37,73.93,71.87,64.77,72.92,66.26 "LeelaChessZero - GPU Power Consumption Monitor (Watts)",LIB,243.07,,119.43,141.88,171.42,242.19,110.21,150.69,90.06,184.55,194.07,195.31,164.33,165.45,117.51,94.49,65.42 "LeelaChessZero - Backend: OpenCL (Nodes/s/Watt)",HIB,92.25,,61.68,68.72,73.86,90.17,53.83,68.29,57.19,79.82,90.18,79.06,74.92,74.56,65.81,62.39,47.40 "PlaidML - GPU Temperature Monitor (Celsius)",LIB,53.47,45.07,51.52,59.63,59.11,50.16,52.93,50.95,52.73,46.77,46.93,60.73,53.33,50.76,49.12,53.32,53.79 "PlaidML - GPU Power Consumption Monitor (Watts)",LIB,98.8,,58.25,82.25,80.4,92.65,65.27,68.07,45.61,77.52,78.65,88.43,71.27,72.9,53.76,43.66,41.35 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (FPS/Watt)",HIB,7.85,,5.13,3.83,4.96,8.14,3.48,5.73,5.90,6.45,7.48,6.16,6.24,6.01,5.82,6.63,4.87 "PlaidML - GPU Temperature Monitor (Celsius)",LIB,53.57,44.33,51.23,55.31,57.61,48.38,51.53,49.7,52.67,47.79,48,62.63,54.73,51.65,50.73,54.65,54.77 "PlaidML - GPU Power Consumption Monitor (Watts)",LIB,107.42,,59.29,66.54,80.29,97.64,61.56,71.86,55.77,101.94,98.38,107.86,95.27,94.98,66.74,55.27,47.69 "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL (FPS/Watt)",HIB,2.12,,1.70,1.63,1.40,2.17,1.29,1.74,1.31,1.47,1.62,1.41,1.55,1.55,1.48,1.58,1.24 "PlaidML - GPU Temperature Monitor (Celsius)",LIB,58.62,42.8,49.72,56.11,56.37,45.91,48.37,45.98,46.4,42.73,42.43,55.91,48.28,45.65,45.85,47.11,47.88 "PlaidML - GPU Power Consumption Monitor (Watts)",LIB,87.61,,53.31,66.66,71.8,74.76,52.3,56.43,39.72,66.89,65.37,75.18,59.8,60.79,45.12,36.98,34.39 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS/Watt)",HIB,29.05,,20.26,15.79,16.07,32.19,14.83,22.78,18.63,25.60,27.78,22.97,26.35,26.08,23.03,23.22,16.68 "PlaidML - GPU Temperature Monitor (Celsius)",LIB,42.24,42.1,51.43,54.4,55.19,43.93,47.1,44.63,44.26,42.39,41.87,53.21,46.52,45.63,45.59,44.36,46.06 "PlaidML - GPU Power Consumption Monitor (Watts)",LIB,93.33,,62.38,70.87,74.03,94.19,53.7,66.44,46.45,87.18,85.01,88.31,77,82.91,57.4,46.02,39.67 "PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL (FPS/Watt)",HIB,2.13,,1.79,1.46,1.35,1.99,1.56,1.89,1.66,1.77,1.87,1.75,1.99,1.87,1.88,2.13,1.65 "PlaidML - GPU Temperature Monitor (Celsius)",LIB,38.85,40.14,50.7,50.39,50.85,40.58,44.06,40.22,39.75,38.57,38.05,46.69,40.76,40.64,39.81,38.2,39.25 "PlaidML - GPU Power Consumption Monitor (Watts)",LIB,56.34,,48.41,60.68,63.05,49.84,46.11,47.77,32.82,58.46,54.85,58.8,48.73,53.18,38.35,30.56,30.64 "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS/Watt)",HIB,50.71,,28.52,22.95,26.42,55.22,21.41,36.00,32.92,39.12,44.35,39.49,40.97,37.84,37.22,39.25,26.58 "FinanceBench - GPU Temperature Monitor (Celsius)",LIB,42.67,39.94,46.81,48.67,47.39,43.96,42.76,38.7,39.86,38.3,38.31,46.84,39.74,39.66,37.83,37.72,35.36 "FinanceBench - GPU Power Consumption Monitor (Watts)",LIB,38.84,,21.68,38.09,37.96,29.78,28.54,21.32,13.23,28.59,29.32,31.49,20.71,24.96,14.8,12.6,10.62 "NeatBench - GPU Temperature Monitor (Celsius)",LIB,48.36,,,51.91,54.76,,,42.05,,,,51.93,44.89,,,41.41,38.37 "NeatBench - GPU Power Consumption Monitor (Watts)",LIB,60.11,,,48.36,53.8,,,36.15,,,,47.35,33.68,,,20.09,18.88 "NeatBench - Acceleration: GPU (FPS/Watt)",HIB,0.80,,,0.44,0.46,,,0.78,,,,0.81,1.06,,,0.93,0.68 "clpeak - GPU Temperature Monitor (Celsius)",LIB,53.8,45.6,49.84,53.94,58.72,52.72,49.61,45.35,44.9,44.64,44.25,58.28,50.13,47.95,44.38,45.32,40.86 "clpeak - GPU Power Consumption Monitor (Watts)",LIB,104.56,,44.1,66.06,92.2,90.75,61.24,46.48,30.31,68.39,65.65,71.5,58.78,63.1,36.64,30,20.92 "clpeak - OpenCL Test: Integer Compute INT (GIOPS/Watt)",HIB,131.83,,97.06,25.67,26.36,150.19,20.82,115.24,136.19,124.06,156.39,127.85,121.36,109.84,129.22,144.64,126.24 "clpeak - GPU Temperature Monitor (Celsius)",LIB,55.06,42.21,51.82,53.28,55.73,54.02,46.02,47.44,45.04,45.22,44.83,58.62,50.54,49.2,45.23,45.24,42.02 "clpeak - GPU Power Consumption Monitor (Watts)",LIB,137.68,,56.17,65.01,78.46,124.66,47.58,66.93,39.04,83.1,87.4,94.68,71.77,78.6,45.57,37.38,29.14 "clpeak - OpenCL Test: Double-Precision Double (GFLOPS/Watt)",HIB,3.98,,3.07,3.44,3.80,4.19,3.17,3.47,4.05,3.72,4.31,3.65,3.73,3.33,4.05,4.51,3.75 "clpeak - GPU Temperature Monitor (Celsius)",LIB,49.86,40.9,50.88,51.35,51.89,49.5,44.68,44.09,43.37,42.42,41.69,51.93,45.28,44.89,41.4,43.05,39.51 "clpeak - GPU Power Consumption Monitor (Watts)",LIB,91.58,,37.01,49.62,58.25,79.9,37.98,38.53,24.94,55,51.96,57.78,51.44,52.96,27.66,23.12,17.68 "clpeak - OpenCL Test: Single-Precision Float (GFLOPS/Watt)",HIB,154.83,,119.96,122.80,141.08,169.42,108.23,140.61,165.34,155.29,197.54,158.55,141.26,132.83,172.74,196.49,151.21 "clpeak - GPU Temperature Monitor (Celsius)",LIB,50.95,41.44,51.16,53.45,52.55,51.02,46.18,46.48,45.17,43.98,43.52,53.51,46.51,45.95,42.47,45.17,41.72 "clpeak - GPU Power Consumption Monitor (Watts)",LIB,77.48,,42.96,57.83,62.12,81.32,43.45,46.29,26.03,56.41,54.2,56.53,46.8,51.14,34.8,28.33,21.03 "clpeak - OpenCL Test: Global Memory Bandwidth (GBPS/Watt)",HIB,6.85,,6.43,3.41,3.59,6.23,3.40,5.98,6.03,6.55,7.49,6.53,7.89,7.21,6.75,5.58,5.01 "ArrayFire - GPU Temperature Monitor (Celsius)",LIB,55.85,43.29,50.39,56.91,58.69,55.13,50.14,50.34,48.09,47.64,47.25,59.59,51.79,50.28,45.47,48.45,45.54 "ArrayFire - GPU Power Consumption Monitor (Watts)",LIB,94.15,,51.78,63.05,71.08,86.68,48.03,54.1,32.81,70.4,66.35,76.69,60.23,65.56,41.34,30.36,26.47 "Rodinia - GPU Temperature Monitor (Celsius)",LIB,54.12,43.62,52.09,57.03,56.89,53.32,49.31,51,49.22,48.48,46.43,56.89,49.31,50.5,45.78,47.29,45.53 "Rodinia - GPU Power Consumption Monitor (Watts)",LIB,111.08,,58.56,87.67,99.28,98.87,66.75,69.82,42.32,79.27,78.46,84.41,66.6,74.68,48.45,39.33,34.28 "LuxCoreRender OpenCL - GPU Temperature Monitor (Celsius)",LIB,66.77,45.37,56.95,61.15,60.67,66.31,52.79,59.77,56.2,59.52,57.04,70,60.11,61.53,53.33,57.98,54.15 "LuxCoreRender OpenCL - GPU Power Consumption Monitor (Watts)",LIB,184.38,,83.39,83.19,90.12,171.77,58.96,95.49,56.54,127.11,126.41,136.69,101.18,107.3,72.78,57.37,44.99 "LuxCoreRender OpenCL - Scene: Food (M samples/sec/Watt)",HIB,0.01,,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.02,0.01 "LuxCoreRender OpenCL - GPU Temperature Monitor (Celsius)",LIB,65.44,45.47,55.11,61.43,60.23,65.13,54.56,59.13,55.72,59.19,56.56,66.85,61.64,62.82,52.14,58.09,54.9 "LuxCoreRender OpenCL - GPU Power Consumption Monitor (Watts)",LIB,164.15,,79.62,84.72,84.06,152.05,65.55,94.01,52.04,112.53,110.62,120.03,106.39,115.26,69.24,55.33,46.15 "LuxCoreRender OpenCL - Scene: Rainbow Colors and Prism (M samples/sec/Watt)",HIB,0.08,,0.07,0.08,0.05,0.08,0.08,0.08,0.05,0.09,0.08,0.08,0.10,0.10,0.07,0.10,0.09 "LuxCoreRender OpenCL - GPU Temperature Monitor (Celsius)",LIB,70.91,47.28,60.26,64.88,64.6,70.39,56.85,64,57.16,63.15,60.29,73.48,66.84,67.61,55.86,62.73,58.18 "LuxCoreRender OpenCL - GPU Power Consumption Monitor (Watts)",LIB,218.61,,95.71,100.66,106.6,208.23,72.94,118.19,61.64,146.09,143.22,158.89,134.55,141.46,83.51,69.38,53.72 "LuxCoreRender OpenCL - Scene: DLSC (M samples/sec/Watt)",HIB,0.03,,0.03,0.02,0.02,0.03,0.02,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.04,0.03 "LuxCoreRender OpenCL - GPU Temperature Monitor (Celsius)",LIB,69.84,46.89,58.55,63.75,63.57,69.64,55.68,62.49,57.09,62.59,60.5,71.52,65.68,66.1,54.11,61.88,57.1 "LuxCoreRender OpenCL - GPU Power Consumption Monitor (Watts)",LIB,198.26,,89.51,92.59,98.17,188.03,67.54,107.3,56.85,133.9,129.97,143.74,122.57,129.42,75.03,63.52,49.99 "LuxCoreRender OpenCL - Scene: LuxCore Benchmark (M samples/sec/Watt)",HIB,0.03,,0.03,0.02,0.02,0.03,0.02,0.03,0.02,0.03,0.03,0.02,0.03,0.03,0.03,0.03,0.03 "OctaneBench - GPU Temperature Monitor (Celsius)",LIB,71.86,48.11,64.26,66.01,67.29,69.87,56.55,63.69,58.08,62.21,60.67,74.54,69.66,67.43,58.45,63.41,58.68 "OctaneBench - GPU Power Consumption Monitor (Watts)",LIB,255.61,,108.81,106.31,117.91,240.3,74.79,131.01,72.22,164.8,168.68,178.44,157.06,158.05,98.52,76.35,57.94 "OctaneBench - Total Score (Score/Watt)",HIB,1.27,,1.25,1.25,1.26,1.29,1.23,1.27,1.28,1.34,1.39,1.26,1.32,1.30,1.35,1.56,1.34 "Mixbench - GPU Temperature Monitor (Celsius)",LIB,40.77,38.95,52,50.29,50.7,38.49,44.4,39.05,40.4,38.05,36.07,44.24,39.58,38.73,37.11,37.51,35.91 "Mixbench - GPU Power Consumption Monitor (Watts)",LIB,52.89,,33.09,48.77,55.17,50.58,37.8,33.74,21.49,40.95,39.07,43.38,31.69,35.57,23.96,18.5,18.77 "Mixbench - Backend: NVIDIA CUDA - Benchmark: Integer (GIOPS/Watt)",HIB,272.76,,147.05,36.18,42.16,278.86,31.42,193.81,209.04,212.98,270.35,224.38,237.94,206.60,220.01,256.90,165.59 "Mixbench - GPU Temperature Monitor (Celsius)",LIB,41.07,38.94,51.12,51.4,52.11,38.9,44.15,39.49,40.72,38.31,36.9,45.02,39.44,39,37.12,37.78,36.12 "Mixbench - GPU Power Consumption Monitor (Watts)",LIB,54.97,,32.66,52.09,57.52,40.59,38.81,33.83,21.34,42.02,38.09,43.16,31.37,36.3,23.43,17.46,18.69 "Mixbench - Backend: NVIDIA CUDA - Benchmark: Half Precision (GFLOPS/Watt)",HIB,583.70,,332.57,2.18,2.60,775.82,1.95,433.00,471.20,464.09,620.34,504.24,536.79,454.76,503.02,605.40,371.74 "Mixbench - GPU Temperature Monitor (Celsius)",LIB,41.92,38.98,51.99,51.32,51.18,39.9,44.37,40,41.5,39.03,37.13,45.95,39.53,39.83,37.38,38.41,36.33 "Mixbench - GPU Power Consumption Monitor (Watts)",LIB,55.99,,33.65,52.41,54.82,42.89,41.03,33.68,21.58,41.9,37.93,42.59,32.44,36.16,23.67,17.61,18.67 "Mixbench - Backend: NVIDIA CUDA - Benchmark: Double Precision (GFLOPS/Watt)",HIB,7.39,,4.28,4.29,5.40,9.55,3.70,5.83,6.20,6.23,8.32,6.85,6.97,6.13,6.64,8.03,4.95 "Mixbench - GPU Temperature Monitor (Celsius)",LIB,42.69,39.11,52.19,51.12,52.02,40.95,44.31,40.89,42.49,40,38.21,46.92,39.8,40.66,37.81,39.34,37.02 "Mixbench - GPU Power Consumption Monitor (Watts)",LIB,46.93,,33.27,51.58,56.67,47.31,39.16,32.64,22.2,41.99,38.23,42.2,31.71,37.57,23.98,18.82,18.33 "Mixbench - Backend: NVIDIA CUDA - Benchmark: Single Precision (GFLOPS/Watt)",HIB,321.81,,163.52,119.71,144.40,311.45,106.43,224.87,224.91,232.32,305.64,256.97,266.00,219.97,245.61,282.30,189.58 "Mixbench - GPU Temperature Monitor (Celsius)",LIB,43.89,39.33,51.36,50.89,52.02,42.55,44.16,42.11,43.86,41.27,39.89,47.97,40.79,41.88,38.22,40.95,38.1 "Mixbench - GPU Power Consumption Monitor (Watts)",LIB,53.1,,31.53,48.47,53.75,46.44,37.74,33.54,20.78,40.54,38.63,42.62,31.02,35.25,23.86,18.54,18.21 "Mixbench - Backend: OpenCL - Benchmark: Integer (GIOPS/Watt)",HIB,319.78,,172.29,41.66,49.41,351.52,35.89,216.92,239.46,239.20,304.24,256.49,269.58,233.12,243.20,286.03,190.42 "Mixbench - GPU Temperature Monitor (Celsius)",LIB,47.21,39.85,52.35,52.48,52.18,45.36,45.66,44.34,46.38,43.63,42.48,49.42,42.86,44.21,39.27,43.63,40.19 "Mixbench - GPU Power Consumption Monitor (Watts)",LIB,55.07,,32.03,49.97,53.1,44.94,37.34,33.19,20.92,40.85,39.29,43.31,31.55,35.96,23.8,18.8,17.81 "Mixbench - Backend: OpenCL - Benchmark: Double Precision (GFLOPS/Watt)",HIB,8.25,,4.51,4.50,5.59,9.72,4.03,5.87,6.35,6.34,8.02,6.70,7.18,6.18,6.55,7.51,5.15 "Mixbench - GPU Temperature Monitor (Celsius)",LIB,52.13,41.95,47.4,56.46,58.05,51.05,50.59,48.88,50.81,48.63,47.62,54.48,48.89,49.2,42.81,49.88,45.81 "Mixbench - GPU Power Consumption Monitor (Watts)",LIB,58.94,,32.13,50.89,54.22,49.48,37.95,35.28,20.41,41.26,40.39,44.6,32.73,37,24.21,18.87,18.7 "Mixbench - Backend: OpenCL - Benchmark: Single Precision (GFLOPS/Watt)",HIB,255.06,,170.02,127.27,157.14,324.58,114.75,204.71,242.21,233.45,291.16,242.46,255.37,220.49,240.48,278.71,183.99 "NAMD CUDA - GPU Temperature Monitor (Celsius)",LIB,60.56,46.95,54.14,64.18,66.02,59.33,59,57.94,58.38,57.12,56.33,64.65,59.24,58.94,52.33,61.97,56.55 "NAMD CUDA - GPU Power Consumption Monitor (Watts)",LIB,117.9,,73.53,80.72,102,115.59,73.35,84.98,57.84,97.27,101.46,99.19,87.35,91.2,67.95,63.25,46.24 "GROMACS - GPU Temperature Monitor (Celsius)",LIB,66.11,49.96,62.14,69.53,71.05,65.1,62.97,63.82,61.34,60.62,59.66,73.09,66.74,65.18,58.92,68.65,61.73 "GROMACS - GPU Power Consumption Monitor (Watts)",LIB,183.67,,98.59,127.84,143.08,177.36,101.45,123.5,76.01,147.27,148.08,163.47,134.37,133.83,94.33,82.53,57.74 "GROMACS - Water Benchmark (Ns/Day/Watt)",HIB,0.04,,0.05,0.03,0.03,0.04,0.03,0.04,0.05,0.04,0.04,0.04,0.04,0.04,0.05,0.05,0.06 "FAHBench - GPU Temperature Monitor (Celsius)",LIB,53.68,43.03,53.73,51.59,52.65,49.77,48.12,49.12,44,46.68,46.55,55.99,51.93,51.66,47.21,50.01,46.77 "FAHBench - GPU Power Consumption Monitor (Watts)",LIB,152.31,,76.69,84.35,91.91,145.49,63.62,92.83,48.89,110.75,118.25,120.06,100.34,104.47,67.34,54.9,43.89 "FAHBench - (Ns/Day/Watt)",HIB,1.92,,1.77,1.65,1.65,2.00,1.61,1.92,1.68,2.00,2.10,1.96,1.99,1.92,2.06,2.29,1.73