NVIDIA GeForce RTX SUPER Linux OpenCL/CUDA GPU compute benchmarks by Michael Larabel for a future article.

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NVIDIA Linux OpenCL CUDA RTX SUPER Compute NVIDIA GeForce RTX SUPER Linux OpenCL/CUDA GPU compute benchmarks by Michael Larabel for a future article. ,,"RTX 2070 SUPER","RTX 2060 SUPER","GTX 980 Ti","RTX 2080 SUPER","TITAN RTX","RTX 2070","GTX 1070 Ti","RTX 2080","RTX 2060","GTX 1060","GTX 1080","GTX 1080 Ti","GTX 1660 Ti","GTX 980","GTX 1660","GTX 1070","GTX 970","RTX 2080 Ti" Processor,,Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads) Motherboard,,ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS),ASUS PRIME Z390-A (0802 BIOS) Chipset,,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH Memory,,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB Disk,,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB Graphics,,NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz),NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz),NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz),NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz),NVIDIA TITAN RTX 24GB (1350/7000MHz),ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz),Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz),Zotac NVIDIA GeForce RTX 2080 8GB (795/810MHz),NVIDIA GeForce RTX 2060 6GB (1365/7000MHz),NVIDIA GeForce GTX 1060 6GB (1506/4006MHz),NVIDIA GeForce GTX 1080 8GB (1607/5005MHz),NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz),eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz),NVIDIA GeForce GTX 980 4GB (1126/3505MHz),ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz),NVIDIA GeForce GTX 1070 8GB (1506/4006MHz),eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz),NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) Audio,,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220 Monitor,,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK Network,,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V,Intel I219-V OS,,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04,Ubuntu 19.04 Kernel,,5.3.0-999-generic (x86_64) 20190914,5.3.0-999-generic (x86_64) 20190914,5.3.0-999-generic (x86_64) 20190914,5.3.0-999-generic (x86_64) 20190914,5.3.0-999-generic (x86_64) 20190914,5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64),5.0.0-29-generic (x86_64) Desktop,,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2,GNOME Shell 3.32.2 Display Server,,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4,X Server 1.20.4 Display Driver,,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21,NVIDIA 435.21 OpenGL,,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0 Compiler,,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0,GCC 8.3.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160 ,,"RTX 2070 SUPER","RTX 2060 SUPER","GTX 980 Ti","RTX 2080 SUPER","TITAN RTX","RTX 2070","GTX 1070 Ti","RTX 2080","RTX 2060","GTX 1060","GTX 1080","GTX 1080 Ti","GTX 1660 Ti","GTX 980","GTX 1660","GTX 1070","GTX 970","RTX 2080 Ti" "Darktable - Test: Boat - Acceleration: OpenCL (sec)",LIB,1.93,1.95,3.27,1.82,1.64,1.93,2.93,1.90,2.22,3.65,2.72,2.29,2.92,3.92,3.35,2.89,4.42,1.64 "Darktable - Test: Masskrug - Acceleration: OpenCL (sec)",LIB,3.71,3.68,4.12,3.69,3.66,3.67,3.97,3.71,3.73,4.07,3.94,3.92,4.02,5.74,4.01,3.92,5.78,3.66 "Darktable - Test: Server Room - Acceleration: OpenCL (sec)",LIB,0.80,0.75,1.51,0.79,0.74,0.75,1.17,0.80,0.83,1.28,1.09,1.05,1.15,3.10,1.18,1.11,3.16,0.75 "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS)",HIB,2264.97,1983.82,1202.77,2437.48,2842.38,1969.50,1371.21,2292.38,1694.07,908.43,1544.50,2162.58,1394.05,973.39,1160.52,1288.94,841.48,2750.57 "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL (FPS)",HIB,239.61,219.76,116.31,301.11,373.71,220.99,147.04,268.33,193.75,97.83,173.79,228.68,161.33,101.92,137.66,141.55,88.16,363.16 "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL (FPS)",HIB,283.98,250.98,162.63,327.80,433.81,251.07,205.85,305.76,220.44,130.64,240.62,333.54,172.68,142.14,156.50,196.01,116.05,424.07 "PlaidML - FP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCL (FPS)",HIB,55.24,48.96,30.64,64.80,87.17,49.94,35.41,58.47,41.11,23.16,40.38,56.64,34.12,24.24,28.99,33.07,21.42,84.97 "PlaidML - FP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCL (FPS)",HIB,190.01,179.51,111.46,200.38,263.13,176.49,130.15,189.28,154.19,91.07,143.53,191.31,114.58,92.92,102.83,127.02,79.71,254.45 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL (FPS)",HIB,123.20,102.58,71.26,145.65,204.67,105.60,92.03,133.20,89.55,56.07,106.09,145.42,73.18,55.70,66.24,80.27,49.76,194.83 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCL (FPS)",HIB,97.82,80.82,56.13,115.44,162.05,83.56,73.12,105.54,71.07,44.37,83.83,115.03,58.03,43.63,52.52,63.56,39.34,154.20 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS)",HIB,1649.17,1531.01,990.12,1762.00,2466.66,1516.96,1009.26,1663.87,1232.47,726.30,1123.85,1672.73,1002.00,759.43,814.65,987.69,671.49,2335.46 "PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL (FPS)",HIB,215.85,199.43,135.14,259.26,347.93,198.03,153.34,238.73,167.87,104.44,184.80,257.55,140.05,105.64,116.90,147.17,94.72,343.49 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL (FPS)",HIB,421.58,374.71,247.47,468.70,648.36,376.73,294.36,441.24,319.25,196.00,337.47,496.24,259.43,203.91,228.14,276.89,181.87,634.09 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (FPS)",HIB,499.69,440.79,270.00,589.86,790.77,446.23,333.03,548.83,389.40,224.89,399.00,523.98,315.83,231.66,287.68,315.37,204.32,758.21 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL (FPS)",HIB,154.64,128.22,87.39,180.45,247.83,131.54,114.03,164.05,110.93,69.31,128.05,175.37,92.45,68.95,84.83,97.32,60.32,234.65 "PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL (FPS)",HIB,122.32,101.17,68.47,143.02,196.44,103.89,90.34,129.58,88.04,54.78,101.00,138.68,73.35,53.49,67.24,76.89,47.70,186.19 "LeelaChessZero - Backend: OpenCL (Nodes/s)",HIB,1604.21,998.17,466.84,2105.26,3126.48,999.75,753.69,1879.99,704.69,262.41,1146.75,1886.30,420.04,280.99,335.86,642.12,207.84,3032.10 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Max SP Flops (GFLOPS)",HIB,9869.34,8378.87,6213.97,12015.50,17334.00,8528.70,7715.42,10952.77,7320.73,4788.92,9407.75,13230.77,5893.41,5052.73,5329.84,7115.39,4362.31,16656.20 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS)",HIB,1088.17,971.24,725.98,1203.57,1578.29,976.78,525.89,1100.00,818.44,326.68,614.69,982.23,665.66,458.35,452.89,478.54,411.29,1485.73 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: MD5 Hash (GHash/s)",HIB,21.78,18.22,9.22,26.56,36.39,18.77,11.70,24.07,16.04,7.26,14.25,19.72,12.98,7.49,11.87,10.61,6.50,34.91 "Rodinia - Test: OpenCL Myocyte (sec)",LIB,30.76,30.42,52.13,30.63,31.69,31.64,38.70,31.65,31.11,34.69,34.87,35.91,30.67,47.38,30.97,35.10,45.48,31.05 "Rodinia - Test: OpenCL Particle Filter (sec)",LIB,6.82,7.87,9.95,5.74,4.24,7.75,7.88,6.22,8.90,11.93,6.49,4.96,10.82,11.69,11.87,8.26,12.99,4.39 "FAHBench - (Ns/Day)",HIB,229.12,205.20,116.02,256.83,301.93,204.71,138.21,242.75,183.41,102.61,155.22,198.25,139.81,102.86,126.64,140.29,91.53,301.89 "NAMD CUDA - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,0.19501,0.19336,0.28675,0.19385,0.18867,0.19440,0.22269,0.19307,0.20250,0.31789,0.20978,0.19669,0.23185,0.33110,0.25031,0.23957,0.36368,0.18909 "OctaneBench - Total Score (Score)",HIB,220.76,205.23,142.20,233.56,322.76,206.88,141.35,222.88,164.52,91.44,147.98,212.04,132.28,109.70,118.49,132.86,95.60,309.04 "cl-mem - Benchmark: Copy (GB/s)",HIB,291.87,287.80,216.83,301.23,322.20,284.43,182.70,289.20,237.77,137.20,205.93,283.20,208.50,143.40,145.37,182.00,124.77,324.40 "cl-mem - Benchmark: Read (GB/s)",HIB,395.67,395.67,265.33,436.27,566.70,395.70,205.27,395.70,296.20,153.50,228.80,337.53,250.23,164.50,162.90,205.27,142.10,544.33 "cl-mem - Benchmark: Write (GB/s)",HIB,319.57,333.20,241.50,345.77,495.37,322.67,190.03,331.50,241.20,144.57,214.67,340.27,208.67,151.50,148.87,190.90,132.60,441.23 "clpeak - OpenCL Test: Global Memory Bandwidth (GBPS)",HIB,369.11,367.92,263.22,405.00,528.89,368.96,197.26,368.47,275.86,146.62,222.09,328.90,234.67,164.25,157.60,196.47,143.48,506.33 "clpeak - OpenCL Test: Single-Precision Float (GFLOPS)",HIB,8502.71,7089.50,5538.75,10335.50,14203.87,7198.64,6770.97,8883.90,5329.07,4199.71,8314.29,11720.57,4793.66,4476.69,4610.01,6269.49,3888.16,13532.74 "clpeak - OpenCL Test: Double-Precision Double (GFLOPS)",HIB,310.27,263.11,196.60,378.98,547.97,268.32,242.63,345.81,231.44,149.58,297.94,414.96,185.12,159.68,168.44,223.91,137.47,521.90 "clpeak - OpenCL Test: Integer Compute INT (GIOPS)",HIB,8570.60,7023.07,1610.28,10404.71,13841.25,7161.48,2076.93,9660.92,5269.01,1267.89,2430.74,3301.89,4775.45,1312.06,4657.79,1685.05,1140.29,13609.33 "ViennaCL - OpenCL LU Factorization (GFLOPS)",HIB,70.45,69.17,62.01,71.47,72.96,69.41,64.68,70.96,67.92,58.67,66.67,69.09,66.06,59.21,65.10,63.86,56.95,72.71 "JuliaGPU - OpenCL Device: GPU (Samples/sec)",HIB,275868151.17,264172441.47,195653728.47,286818331.27,303198573.97,267086274.53,220447755.87,280162469.67,251925176.90,182188318.67,237914974.40,262248899.33,239300837.60,181882709.77,230919642.13,216942144.93,169258044.90,299834728.80 "LuxMark - OpenCL Device: GPU - Scene: Luxball HDR (Score)",HIB,29734,30093,16871,30179,46546,30097,16925,29164,21683,12245,13788,21689,16147,13246,15162,17290,11732,42974 "LuxMark - OpenCL Device: GPU - Scene: Microphone (Score)",HIB,20499,18509,11096,20164,30756,18441,10259,19916,13754,7086,8716,13721,11003,8914,9794,9983,7985,28631 "LuxMark - OpenCL Device: GPU - Scene: Hotel (Score)",HIB,6565,6148,3885,6839,9836,6150,4170,6590,4833,2648,3807,5649,3805,3048,3733,3870,2730,9215 "FAHBench - (Ns/Day/Watt)",HIB,1.42,1.27,0.62,1.45,1.33,1.29,1.10,1.38,1.21,0.83,1.00,1.02,1.10,0.65,1.11,0.96,0.62,1.38 "FAHBench - System Power Consumption Monitor (Watts)",LIB,161.4,161.35,186.17,177.55,226.18,158.7,125.16,176.01,151.46,124.04,154.62,195.24,127.19,159.19,114.3,145.58,147.69,218.05 "NAMD CUDA - System Power Consumption Monitor (Watts)",LIB,198.42,233.81,272.91,219.44,214.96,202.69,198.82,238.49,197.89,198.8,253.18,266.23,177.22,238.95,177.54,206.59,258.19,251.92 "LuxMark - OpenCL Device: GPU - Scene: Luxball HDR (Score/Watt)",HIB,136.85,131.33,70.64,130.92,137.34,130.30,111.54,119.09,112.43,83.34,76.55,88.26,102.75,67.87,108.70,95.03,65.07,131.66 "LuxMark - System Power Consumption Monitor (Watts)",LIB,217.27,229.14,238.82,230.52,338.9,230.98,151.74,244.9,192.86,146.92,180.11,245.73,157.16,195.16,139.49,181.94,180.29,326.39 "LuxMark - OpenCL Device: GPU - Scene: Microphone (Score/Watt)",HIB,92.78,83.09,47.25,89.58,91.00,83.92,70.32,82.60,72.11,51.14,50.29,57.68,70.33,46.08,71.22,58.63,44.91,89.77 "LuxMark - System Power Consumption Monitor (Watts)",LIB,220.93,222.76,234.81,225.09,337.98,219.74,145.89,241.11,190.73,138.57,173.32,237.89,156.46,193.46,137.52,170.27,177.8,318.95 "LuxMark - OpenCL Device: GPU - Scene: Hotel (Score/Watt)",HIB,27.18,26.38,15.21,27.41,27.46,25.52,25.64,24.50,22.92,17.00,18.51,20.02,22.50,14.16,24.22,19.59,13.72,26.99 "LuxMark - System Power Consumption Monitor (Watts)",LIB,241.53,233.07,255.39,249.5,358.16,241,162.66,269.03,210.86,155.74,205.71,282.16,169.1,215.19,154.16,197.56,198.98,341.41 "Rodinia - System Power Consumption Monitor (Watts)",LIB,116.19,122.27,153.24,123.16,158.82,122.39,105.1,131.08,112.18,97.17,113.6,137.65,98.53,119.77,90.35,107.97,117.57,152.87 "Rodinia - System Power Consumption Monitor (Watts)",LIB,103.36,,167.04,,,,101.74,,121.91,111.27,,,107.04,156.47,88.85,,141.83, "ViennaCL - OpenCL LU Factorization (GFLOPS/Watt)",HIB,0.90,1.40,0.60,1.18,1.35,1.35,0.71,0.71,0.73,1.00,0.70,0.59,1.10,0.79,1.08,0.80,0.66,1.31 "cl-mem - Benchmark: Copy (GB/s/Watt)",HIB,2.82,2.43,1.45,2.83,2.17,2.44,1.53,2.28,2.66,1.25,1.65,1.62,1.96,1.04,1.58,1.35,0.96,3.23 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Max SP Flops (GFLOPS/Watt)",HIB,65.76,56.38,32.05,73.23,77.72,57.13,61.43,63.93,50.36,40.06,59.87,66.26,49.63,31.40,50.17,50.30,29.29,76.69 "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,150.09,148.63,193.91,164.08,223.03,149.29,125.61,171.33,145.37,119.53,157.13,199.67,118.75,160.93,106.24,141.46,148.92,217.17 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS/Watt)",HIB,15.58,17.59,6.92,,,8.67,6.36,15.46,13.23,4.00,7.87,7.97,12.25,5.45,5.70,6.23,5.12,11.54 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: MD5 Hash (GHash/s/Watt)",HIB,0.30,,0.04,0.32,0.37,0.15,,0.21,0.12,0.11,0.15,,0.26,0.08,0.26,,0.05, "JuliaGPU - OpenCL Device: GPU (Samples/sec/Watt)",HIB,2632329.69,2670026.70,1099178.25,2379445.26,1923116.67,2271141.79,2260229.90,2691799.29,2469451.17,1658141.69,1906369.99,1682592.71,2880366.36,1325997.88,2790569.69,1809790.27,1275493.93,1910018.66 "clpeak - OpenCL Test: Global Memory Bandwidth (GBPS/Watt)",HIB,5.41,4.88,2.02,4.86,6.18,3.33,1.92,5.09,,1.84,2.26,2.73,2.24,1.65,3.16,2.63,1.52,9.15 "clpeak - OpenCL Test: Single-Precision Float (GFLOPS/Watt)",HIB,121.62,111.74,42.00,84.49,103.61,74.32,84.46,79.25,109.20,,89.11,,71.35,36.49,,70.63,39.36,222.09 "clpeak - System Power Consumption Monitor (Watts)",LIB,69.91,63.45,131.87,,137.09,96.86,,,,,,,67.18,122.69,,,98.78, "clpeak - OpenCL Test: Double-Precision Double (GFLOPS/Watt)",HIB,2.25,1.85,1.09,2.50,2.70,1.95,2.14,2.25,1.84,1.46,2.20,2.49,1.72,1.09,1.73,1.90,0.98,2.65 "clpeak - System Power Consumption Monitor (Watts)",LIB,137.66,142.14,179.97,151.43,203.24,137.5,113.26,153.89,126.06,102.22,135.52,166.5,107.92,146.12,97.25,117.77,140.29,197 "clpeak - OpenCL Test: Integer Compute INT (GIOPS/Watt)",HIB,60.39,80.74,9.00,72.16,66.58,52.78,25.59,123.07,63.25,10.83,26.82,16.52,61.38,8.44,79.94,23.89,9.19,54.76 "clpeak - System Power Consumption Monitor (Watts)",LIB,141.91,86.98,,144.19,207.88,135.68,,,,117.06,,199.89,77.81,,,,, "cl-mem - Benchmark: Read (GB/s/Watt)",HIB,3.47,3.09,1.76,3.85,3.37,3.28,1.86,3.26,2.76,1.34,1.90,2.10,2.67,1.19,1.69,1.68,1.05,3.38 "cl-mem - Benchmark: Write (GB/s/Watt)",HIB,2.60,2.61,1.48,2.85,3.13,3.71,1.76,2.74,2.24,1.44,1.64,2.02,2.33,1.03,1.61,1.54,1.07,3.46 "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS/Watt)",HIB,24.75,20.68,7.67,25.06,22.19,21.35,14.16,26.21,18.20,9.57,14.02,15.21,16.06,7.17,14.79,12.35,6.98,26.71 "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL (FPS/Watt)",HIB,1.72,1.49,0.60,1.99,2.04,1.57,1.12,1.75,1.34,0.78,1.10,1.13,1.32,0.61,1.22,0.95,0.56,2.04 "PlaidML - System Power Consumption Monitor (Watts)",LIB,139.53,147.84,193.81,151.02,182.86,141.04,131.33,153.24,144.1,124.66,158.48,201.87,122.59,168.06,112.99,148.83,158.81,178.03 "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL (FPS/Watt)",HIB,2.10,1.74,0.79,2.22,2.56,1.69,1.57,2.19,1.55,1.01,1.51,1.76,1.47,0.78,1.42,1.24,0.71,2.53 "PlaidML - System Power Consumption Monitor (Watts)",LIB,135.09,144.26,205.03,147.96,169.21,148.17,131.42,139.72,142.09,129.36,159.56,189.84,117.8,183.08,109.89,157.58,163.48,167.74 "PlaidML - FP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCL (FPS/Watt)",HIB,0.30,0.25,0.13,0.32,0.37,0.26,0.23,0.29,0.23,0.15,0.20,0.24,0.22,0.12,0.21,0.18,0.11,0.37 "PlaidML - System Power Consumption Monitor (Watts)",LIB,184.51,192.58,237.03,204.84,235.38,190.9,151.49,201.32,176.3,157.49,203.49,238.78,154.44,199.9,135.27,182.29,192.64,231.53 "PlaidML - FP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCL (FPS/Watt)",HIB,1.53,1.26,0.58,1.41,1.52,1.27,1.01,1.29,1.15,0.72,0.95,0.94,0.99,0.59,0.96,0.94,0.54,1.47 "PlaidML - System Power Consumption Monitor (Watts)",LIB,124.58,142.16,191.08,141.86,173.29,138.71,128.35,146.49,134.34,125.77,151.63,203.83,115.16,157.67,106.92,135.38,148.78,173.16 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL (FPS/Watt)",HIB,0.66,0.55,0.29,0.80,0.94,0.61,0.57,0.77,0.55,0.37,0.56,0.62,0.48,0.28,0.48,0.49,0.27,1.04 "PlaidML - System Power Consumption Monitor (Watts)",LIB,187.65,187.95,244.29,181.31,216.91,174.02,160.1,173.35,163.79,152.31,189.28,235.58,151.58,196.2,137.8,162.2,184.27,188.04 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCL (FPS/Watt)",HIB,0.49,0.39,0.23,0.59,0.71,0.44,0.46,0.58,0.40,0.28,0.43,0.49,0.38,0.22,0.38,0.37,0.20,0.73 "PlaidML - System Power Consumption Monitor (Watts)",LIB,198.27,209.61,244.52,194.92,227.24,189.06,158.16,181.66,179.62,157.15,194.23,236.48,154.23,201.25,136.67,170.23,193.7,210.77 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (FPS/Watt)",HIB,19.70,12.98,6.64,16.60,23.23,14.84,11.30,14.16,11.67,7.59,9.35,10.22,11.20,5.53,9.56,9.65,5.20,22.63 "PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL (FPS/Watt)",HIB,1.34,1.23,0.61,1.52,1.95,1.18,1.08,1.36,1.11,0.70,0.94,1.34,1.02,0.56,0.95,0.99,0.52,1.66 "PlaidML - System Power Consumption Monitor (Watts)",LIB,161.34,162.79,220.09,170.73,178.56,167.7,141.76,176.08,150.66,150.12,196.13,191.53,136.65,188.31,123.06,149.15,182.54,206.66 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL (FPS/Watt)",HIB,2.89,2.59,1.06,3.18,5.03,3.09,2.10,3.21,2.16,1.48,2.25,2.66,1.84,1.15,1.90,1.80,1.05,3.70 "PlaidML - System Power Consumption Monitor (Watts)",LIB,145.98,144.71,233.7,162.94,128.84,122.1,140.17,137.63,147.64,132.6,149.71,186.43,141.14,176.69,119.8,153.55,172.91, "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (FPS/Watt)",HIB,3.67,3.23,1.41,4.52,5.09,3.68,2.59,3.95,3.10,1.83,2.81,3.00,3.14,1.43,2.98,2.37,1.28,4.56 "PlaidML - System Power Consumption Monitor (Watts)",LIB,136.18,136.39,192.1,130.6,,,128.8,138.96,125.65,122.88,142.23,,100.43,162.49,96.5,132.86,160.18,166.27 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL (FPS/Watt)",HIB,0.81,0.71,0.32,0.82,1.03,0.68,0.67,0.82,0.62,0.42,0.61,0.75,0.56,0.32,0.58,0.56,0.31,0.98 "PlaidML - System Power Consumption Monitor (Watts)",LIB,191.71,181.51,270.73,218.91,239.94,193.79,169.99,201.23,179.22,166.46,209.24,234.29,163.81,213.83,146.27,172.78,195.88,239.16 "PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL (FPS/Watt)",HIB,0.61,0.52,0.25,0.64,0.75,0.53,0.50,0.56,0.46,0.32,0.48,0.56,0.44,0.26,0.42,0.43,0.24,0.74 "PlaidML - System Power Consumption Monitor (Watts)",LIB,199.98,193.52,273.57,224.18,260.22,197.21,180.41,230.45,192.21,170.04,209.47,245.95,167.7,208.34,160.67,180.68,201.26,251.39 "LeelaChessZero - Backend: OpenCL (Nodes/s/Watt)",HIB,8.98,6.57,2.16,12.32,15.81,5.78,5.86,10.73,4.79,1.90,7.10,8.75,3.13,1.83,2.84,4.21,1.26,14.00 "LeelaChessZero - System Power Consumption Monitor (Watts)",LIB,178.69,151.83,216.14,170.9,197.7,172.95,128.59,175.13,147.07,138.37,161.47,215.46,134.26,153.94,118.46,152.4,164.63, "OctaneBench - Total Score (Score/Watt)",HIB,1.04,0.97,0.64,1.04,0.99,0.96,1.07,0.93,0.87,0.76,0.88,0.89,0.91,0.61,0.93,0.84,0.60,0.96 "OctaneBench - System Power Consumption Monitor (Watts)",LIB,211.57,210.53,220.62,225.1,326.69,215.17,132.45,239.21,188.5,120.33,167.77,236.94,145.79,178.66,127.11,157.88,160.22,322.94 "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,43.67,54.33,71.62,53.35,62.01,58.64,48.41,66.02,57.94,58.15,63.66,67.92,50.73,68.53,56.71,61.94,52.34,60.94 "System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,134.05,158.95,199.07,173.42,227.86,164.53,131.89,181.54,153.75,128.45,162.99,207.86,127.55,167.77,115.15,150.54,157.71,227.4