AMD Radeon VII OpenCL GPU Compute Benchmarks

Benchmarks for Radeon VII launch day by Michael Larabel for a future article. Radeon tests with ROCm 2.0 on Linux 5.0 kernel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1902066-SP-VIICOMPUT16
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Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RX 580
January 28 2019
  29 Minutes
RX 590
January 29 2019
  29 Minutes
RX Vega 56
January 28 2019
  26 Minutes
RX Vega 64
January 28 2019
  24 Minutes
Radeon VII
January 30 2019
  24 Minutes
GTX 1060
January 27 2019
  17 Minutes
GTX 1070
January 25 2019
  15 Minutes
GTX 1070 Ti
January 25 2019
  15 Minutes
GTX 1080
January 25 2019
  15 Minutes
GTX 1080 Ti
January 25 2019
  14 Minutes
RTX 2060
January 27 2019
  14 Minutes
RTX 2070
January 27 2019
  14 Minutes
RTX 2080
January 26 2019
  13 Minutes
RTX 2080 Ti
January 26 2019
  13 Minutes
TITAN RTX
January 26 2019
  14 Minutes
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  18 Minutes

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AMD Radeon VII OpenCL GPU Compute Benchmarks Benchmarks for Radeon VII launch day by Michael Larabel for a future article. Radeon tests with ROCm 2.0 on Linux 5.0 kernel. ,,"RX 580","RX 590","RX Vega 56","RX Vega 64","Radeon VII","GTX 1060","GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2060","RTX 2070","RTX 2080","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) Motherboard,,ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS) Chipset,,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM Memory,,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB Disk,,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT,Samsung SSD 970 EVO 250GB + 2000GB SABRENT Graphics,,MSI AMD Radeon RX 470/480/570/570X/580/580X 8GB (1366/2000MHz),Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB (1560/2100MHz),AMD Radeon RX 64 8GB (1590/800MHz),AMD Radeon RX 64 8GB (1630/945MHz),AMD Vega 20 16GB (1801/1000MHz),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),NVIDIA GeForce RTX 2060 6GB (1365/7000MHz),ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz),Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz),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 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 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 OS,,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10,Ubuntu 18.10 Kernel,,5.0.0-050000rc4-generic (x86_64) 20190127,5.0.0-050000rc4-generic (x86_64) 20190127,5.0.0-050000rc4-generic (x86_64) 20190127,5.0.0-050000rc4-generic (x86_64) 20190127,5.0.0-050000rc4-generic (x86_64) 20190127,4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64),4.20.3-042003-generic (x86_64) Desktop,,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1,GNOME Shell 3.30.1 Display Server,,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1 OpenGL,,4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0),4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0),4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0),4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0),4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0),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 2.1 AMD-APP (2783.0),OpenCL 2.1 AMD-APP (2783.0),OpenCL 2.1 AMD-APP (2783.0),OpenCL 2.1 AMD-APP (2783.0),OpenCL 2.1 AMD-APP (2783.0),OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132 Vulkan,,1.1.90,1.1.90,1.1.90,1.1.90,1.1.90,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84 Compiler,,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0,GCC 8.2.0 File-System,,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 Display Driver,,,,,,,NVIDIA 415.27,NVIDIA 415.27,NVIDIA 415.27,NVIDIA 415.27,NVIDIA 415.27,NVIDIA 415.27,NVIDIA 415.27,NVIDIA 415.27,NVIDIA 415.27,NVIDIA 415.27 ,,"RX 580","RX 590","RX Vega 56","RX Vega 64","Radeon VII","GTX 1060","GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2060","RTX 2070","RTX 2080","RTX 2080 Ti","TITAN RTX" "LeelaChessZero - Backend: OpenCL (Nodes/s)",HIB,640,683,758,856,1391,899,1430,1478,1750,2333,1484,1729,2259,3107,3275 "LeelaChessZero - Backend: OpenCL (Nodes/s/Watt)",HIB,3.74,3.62,4.38,2.73,9.38,5.97,7.77,9.45,11.81,8.80,7.57,9.27,10.13,15.10,22.11 "LeelaChessZero - System Power Consumption Monitor (Watts)",LIB,171.21,188.72,173.2,313.27,148.33,150.59,184.04,156.39,148.14,265.17,196.01,186.61,222.99,205.76,148.16 "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB,563,599,575,587,904,552,664,645,686,774,779,830,893,971,977 "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec/Watt)",HIB,5.14,4.74,6.23,8.48,11.54,5.12,7.22,6.57,7.34,5.19,6.41,8.87,6.82,10.28,8.82 "PlaidML - System Power Consumption Monitor (Watts)",LIB,109.4,126.56,92.35,69.27,78.39,107.84,91.98,98.18,93.48,149.17,121.65,93.68,130.87,94.48,110.8 "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL (Examples/sec)",HIB,76.59,82.71,109.03,120.03,166.30,88.85,117,120,132,167,134,157,168,211,215 "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL (Examples/sec/Watt)",HIB,0.52,0.51,0.74,0.66,1.24,0.67,0.76,0.90,0.78,0.82,0.92,1.07,1.08,1.12,1.28 "PlaidML - System Power Consumption Monitor (Watts)",LIB,146.45,163.54,147.82,181.52,134.1,132.19,153.87,132.15,168.75,202.56,144.95,146.81,155.97,188.73,168.92 "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec)",HIB,128,137,195,213,353,183,237,237,264,334,282,333,354,458,474 "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec/Watt)",HIB,0.91,0.89,1.38,1.24,2.75,1.49,1.76,2.08,1.62,1.78,1.96,2.51,2.39,2.95,2.92 "PlaidML - System Power Consumption Monitor (Watts)",LIB,141.5,153.59,141.19,172.03,128.33,122.52,134.85,113.89,162.7,187.68,143.68,132.98,148.19,155.12,162.76 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec)",HIB,60.98,64.04,106.66,119.99,197.63,94.62,126,128,139,194,148,179,192,250,264 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec/Watt)",HIB,0.41,0.39,0.70,0.55,1.55,0.72,0.92,1.02,0.80,1.08,1.08,1.27,1.21,1.38,1.50 "PlaidML - System Power Consumption Monitor (Watts)",LIB,147.27,162.83,151.48,217.55,127.89,131.14,136.92,125.32,172.91,179.46,137.76,141.31,158.89,180.78,176.01 "PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL (Examples/sec)",HIB,130,144,178,184,200,134,156,153,167,187,188,198,216,246,244 "PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL (Examples/sec/Watt)",HIB,0.89,0.95,1.07,1.11,1.45,1.08,1.14,1.24,1.14,1.14,1.62,1.56,1.56,1.54,1.60 "PlaidML - System Power Consumption Monitor (Watts)",LIB,146.11,152.62,165.69,165.89,137.45,124.21,136.83,123.57,146.71,165.05,116.14,127.27,138.03,159.87,152.07 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB,414,453,720,835,1233,592,764,755,801,883,863,1008,1045,1291,1336 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec/Watt)",HIB,3.62,3.29,5.82,7.47,9.34,7.72,7.12,8.06,5.42,7.02,9.00,8.70,10.67,8.45,6.67 "PlaidML - System Power Consumption Monitor (Watts)",LIB,114.33,137.7,123.7,111.85,132.03,76.7,107.3,93.67,147.75,125.73,95.9,115.83,97.93,152.87,200.17 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec)",HIB,133,142,228,270,403,194,257,262,292,339,309,376,400,537,556 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec/Watt)",HIB,0.92,0.88,1.51,1.52,2.97,1.59,1.77,1.94,1.92,1.82,2.30,2.44,2.51,3.11,2.86 "PlaidML - System Power Consumption Monitor (Watts)",LIB,145.33,162.42,150.39,177.38,135.42,121.65,145.44,134.71,152.34,185.7,134.41,153.92,158.95,172.57,194.3 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec)",HIB,65.18,68.69,120.44,137.62,224.77,94.08,129,131,143,189,150,189,203,273,289 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec/Watt)",HIB,0.40,0.37,0.64,0.64,1.30,0.65,0.79,0.89,0.79,0.82,0.90,1.03,1.08,1.28,1.29 "PlaidML - System Power Consumption Monitor (Watts)",LIB,163.55,184.98,188.36,216.48,172.91,144.61,162.78,146.58,180.6,231.45,167.51,183.65,188.45,212.98,223.68 "LuxMark - OpenCL Device: GPU - Scene: Luxball HDR (Score)",HIB,15271,17221,31079,32565,55570,12256,17287,16776,13803,21682,21356,29532,29146,42787,46022 "LuxMark - OpenCL Device: GPU - Scene: Luxball HDR (Score/Watt)",HIB,80.53,78.90,120.58,98.89,188.36,85.53,98.48,114.16,79.42,89.34,110.80,131.09,123.99,133.42,137.54 "LuxMark - System Power Consumption Monitor (Watts)",LIB,189.63,218.27,257.74,329.31,295.02,143.3,175.54,146.95,173.79,242.69,192.74,225.28,235.08,320.7,334.61 "clpeak - OpenCL Test: Global Memory Bandwidth (GBPS)",HIB,206,217,317,362,807,145,196,197,222,329,276,365,368,505,525 "clpeak - OpenCL Test: Single-Precision Float (GFLOPS)",HIB,6202,7069,10357,12469,13453,4239,5878,6776,7934,10853,6630,7968,10270,15352,16386 "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,39.71,46.18,47.45,52.93,52.37,,61.66,45.88,60.14,66.36,55.81,56.83,67.06,61.88,62.56 "System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,125.65,138.2,125.63,129.09,125.32,,142.19,123.43,143.79,198.85,144.37,160.13,176.62,220.83,228.34