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