NVIDIA vs. Radeon OpenCL Linux GPU Compute

NVIDIA Linux GPU computing benchmarks by Michael Larabel for a future article.

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CPU Massive 3 Tests
HPC - High Performance Computing 3 Tests
Machine Learning 3 Tests
NVIDIA GPU Compute 5 Tests
OpenCL 6 Tests

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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
GTX 1060
January 27 2019
  27 Minutes
GTX 1070
January 25 2019
  23 Minutes
GTX 1070 Ti
January 25 2019
  24 Minutes
GTX 1080
January 25 2019
  23 Minutes
GTX 1080 Ti
January 25 2019
  22 Minutes
RTX 2060
January 27 2019
  23 Minutes
RTX 2070
January 27 2019
  22 Minutes
RTX 2080
January 26 2019
  22 Minutes
RTX 2080 Ti
January 26 2019
  22 Minutes
TITAN RTX
January 26 2019
  22 Minutes
RX 580
January 28 2019
  1 Hour, 3 Minutes
RX 590
January 29 2019
  1 Hour, 1 Minute
RX Vega 56
January 28 2019
  56 Minutes
RX Vega 64
January 28 2019
  53 Minutes
amdocl
January 30 2019
  1 Hour, 1 Minute
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  35 Minutes

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NVIDIA vs. Radeon OpenCL Linux GPU Compute NVIDIA Linux GPU computing benchmarks by Michael Larabel for a future article. ,,"GTX 1060","GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2060","RTX 2070","RTX 2080","RTX 2080 Ti","TITAN RTX","RX 580","RX 590","RX Vega 56","RX Vega 64","amdocl" 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),AMD Ryzen 7 2700 Eight-Core @ 3.20GHz (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),ASRock X370 Taichi (P5.10 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,AMD Family 17h Memory,,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,32768MB 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,1024GB INTEL SSDPEKKW010T7 + Samsung SSD 960 EVO 500GB + 512GB Crucial_CT512M55 + 1000GB SanDisk SDSSDH31 + 2000GB SanDisk SDSSDH32 Graphics,,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),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 Radeon RX 56/64 8GB (1590/800MHz) 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,AMD Device aaf8 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,SAMSUNG 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 I211 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,Arch rolling Kernel,,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),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) 20190127,4.20.5-zen1-1-zen (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,KDE Plasma 5.14.5 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 1.20.3 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,,,,,amdgpu 18.1.0 OpenGL,,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.5 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 (git-69edc972fc) (LLVM 9.0.0) OpenCL,,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,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 (2766.4) Vulkan,,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.90,1.1.90,1.1.90,1.1.90,1.1.90 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,Clang 7.0.1 + LLVM 7.0.1 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,xfs Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160 ,,"GTX 1060","GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2060","RTX 2070","RTX 2080","RTX 2080 Ti","TITAN RTX","RX 580","RX 590","RX Vega 56","RX Vega 64","amdocl" "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,,61.66,45.88,60.14,66.36,55.81,56.83,67.06,61.88,62.56,,,,, "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,,,,,,,,,,,39.71,46.18,47.45,52.93, "System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,,142.19,123.43,143.79,198.85,144.37,160.13,176.62,220.83,228.34,,,,, "System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,,,,,,,,,,,125.65,138.2,125.63,129.09, "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec/Watt)",HIB,5.12,7.22,6.57,7.34,5.19,6.41,8.87,6.82,10.28,8.82,5.14,4.74,6.23,8.48, "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB,552,664,645,686,774,779,830,893,971,977,563,599,575,587,498 "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL (Examples/sec)",HIB,88.85,117,120,132,167,134,157,168,211,215,76.59,82.71,109.03,120.03,116.49 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec)",HIB,94.08,129,131,143,189,150,189,203,273,289,65.18,68.69,120.44,137.62,120.11 "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL (Examples/sec/Watt)",HIB,0.67,0.76,0.90,0.78,0.82,0.92,1.07,1.08,1.12,1.28,0.52,0.51,0.74,0.66, "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec)",HIB,94.62,126,128,139,194,148,179,192,250,264,60.98,64.04,106.66,119.99,108.36 "PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB,86.94,107,103,103,125,113,132,133,156,160,42.04,45.61,71.23,74.31,75.09 "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec/Watt)",HIB,1.49,1.76,2.08,1.62,1.78,1.96,2.51,2.39,2.95,2.92,0.91,0.89,1.38,1.24, "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec/Watt)",HIB,0.72,0.92,1.02,0.80,1.08,1.08,1.27,1.21,1.38,1.50,0.41,0.39,0.70,0.55, "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec)",HIB,183,237,237,264,334,282,333,354,458,474,128,137,195,213,215 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB,592,764,755,801,883,863,1008,1045,1291,1336,414,453,720,835,781 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec)",HIB,194,257,262,292,339,309,376,400,537,556,133,142,228,270,262 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (Examples/sec)",HIB,180,228,224,259,330,347,382,457,605,610,193,218,263,279,270 "PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL (Examples/sec/Watt)",HIB,0.87,0.85,1.03,0.67,1.03,1.02,1.09,1.01,1.13,0.98,0.35,0.34,0.57,0.48, "PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL (Examples/sec/Watt)",HIB,1.08,1.14,1.24,1.14,1.14,1.62,1.56,1.56,1.54,1.60,0.89,0.95,1.07,1.11, "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec/Watt)",HIB,7.72,7.12,8.06,5.42,7.02,9.00,8.70,10.67,8.45,6.67,3.62,3.29,5.82,7.47, "PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL (Examples/sec/Watt)",HIB,0.61,0.74,0.83,0.79,0.81,0.84,0.98,1.03,1.21,1.19,0.44,0.42,0.62,0.69, "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec/Watt)",HIB,1.59,1.77,1.94,1.92,1.82,2.30,2.44,2.51,3.11,2.86,0.92,0.88,1.51,1.52, "PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL (Examples/sec)",HIB,134,156,153,167,187,188,198,216,246,244,130,144,178,184,159 "PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL (Examples/sec)",HIB,86.11,116,118,133,167,133,156,172,225,229,69.05,75.41,106.65,119.06,138.74 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (Examples/sec/Watt)",HIB,1.28,1.46,1.76,1.47,1.70,2.76,3.02,3.37,3.05,3.43,1.41,1.22,1.81,1.32, "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec/Watt)",HIB,0.65,0.79,0.89,0.79,0.82,0.90,1.03,1.08,1.28,1.29,0.40,0.37,0.64,0.64, "cl-mem - Benchmark: Read (GB/s)",HIB,153,205,205,229,337,296,392,392,544,565,162,178,151,159,340 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Triad (GB/s)",HIB,11.93,12.19,12.19,12.30,12.51,12.43,12.57,12.57,12.68,12.68,9.10,9.36,7.55,7.54,12.44 "cl-mem - Benchmark: Read (GB/s/Watt)",HIB,1.33,1.59,1.69,1.54,2.09,2.34,2.69,2.65,,3.62,1.12,1.01,0.99,0.75, "cl-mem - Benchmark: Write (GB/s/Watt)",HIB,1.42,1.40,1.52,1.53,1.54,1.87,2.25,2.50,2.83,2.57,1.21,1.15,1.33,1.86, "cl-mem - Benchmark: Copy (GB/s/Watt)",HIB,1.28,1.41,1.65,1.76,2.27,2.22,,2.31,,,1.30,0.97,1.00,1.12, "cl-mem - Benchmark: Copy (GB/s)",HIB,138,187,187,209,317,247,330,327,454,483,184,193,204,222,309 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Texture Read Bandwidth (GB/s/Watt)",HIB,3.90,3.42,3.54,3.91,3.30,6.43,6.88,5.97,4.98,4.73,1.61,1.50,2.04,1.86, "cl-mem - Benchmark: Write (GB/s)",HIB,139,192,190,216,336,245,313,323,439,489,179,185,305,356,325 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Texture Read Bandwidth (GB/s)",HIB,411,447,433,527,596,1024,1077,1121,1173,1158,211,241,355,425,369 "clpeak - OpenCL Test: Global Memory Bandwidth (GBPS)",HIB,145,196,197,222,329,276,365,368,505,525,206,217,317,362,318 "clpeak - OpenCL Test: Transfer Bandwidth enqueueReadBuffer (GBPS)",HIB,11.15,11.33,11.15,11.34,11.29,11.29,11.25,11.13,11.29,11.16,15.84,15.92,16.63,16.22,15.79 "clpeak - OpenCL Test: Global Memory Bandwidth (GBPS/Watt)",HIB,,,,,,,,,,,2.08,2.02,3.89,4.13, "clpeak - OpenCL Test: Transfer Bandwidth enqueueWriteBuffer (GBPS/Watt)",HIB,,,,,,,,,,,0.45,0.42,0.59,0.56, "clpeak - OpenCL Test: Transfer Bandwidth enqueueReadBuffer (GBPS/Watt)",HIB,,,,,,,,,,,0.16,0.15,0.22,0.21, "clpeak - OpenCL Test: Transfer Bandwidth enqueueWriteBuffer (GBPS)",HIB,12.54,12.60,12.55,12.59,12.57,12.60,12.48,12.52,12.59,12.58,44.97,44.19,44.97,44.31,37.97 "clpeak - OpenCL Test: Single-Precision Float (GFLOPS)",HIB,4239,5878,6776,7934,10853,6630,7968,10270,15352,16386,6202,7069,10357,12469,10591 "clpeak - OpenCL Test: Double-Precision Double (GFLOPS)",HIB,151,224,242,297,415,231,266,343,519,540,392,436,698,833,689 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS)",HIB,297,453,501,575,972,803,988,1083,1445,1553,547,570,927,922,895 "clpeak - OpenCL Test: Single-Precision Float (GFLOPS/Watt)",HIB,,,,,,,,,,,61.58,66.87,135,154, "clpeak - OpenCL Test: Double-Precision Double (GFLOPS/Watt)",HIB,,,,,,,,,,,3.35,3.50,6.22,6.24, "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: MD5 Hash (GHash/s)",HIB,7.28,10.47,11.63,14.19,19.68,15.87,18.42,23.74,35.13,36.28,8.05,9.16,12.70,16.39,12.95 "clpeak - OpenCL Test: Integer Compute INT (GIOPS/Watt)",HIB,,,,,,,,,,,11.44,12.09,22.43,23.68, "clpeak - OpenCL Test: Integer Compute INT (GIOPS)",HIB,1252,1681,2068,2398,3263,6705,7780,9952,14906,14848,1252,1416,1997,2479,1961 "LeelaChessZero - Backend: OpenCL (Nodes/s)",HIB,899,1430,1478,1750,2333,1484,1729,2259,3107,3275,640,683,758,856,1189 "LeelaChessZero - Backend: OpenCL (Nodes/s/Watt)",HIB,5.97,7.77,9.45,11.81,8.80,7.57,9.27,10.13,15.10,22.11,3.74,3.62,4.38,2.73, "JuliaGPU - OpenCL Device: GPU (Samples/sec/Watt)",HIB,1629857,1867592,1980229,1882924,1666119,2236054,2279065,2070002,2042921,2042478,2141832,2124046,2159676,5140282, "JuliaGPU - OpenCL Device: GPU (Samples/sec)",HIB,183782626,218172062,221548016,239131324,265162875,251611989,265682046,278829238,300922241,303665447,283078851,302623440,346484064,366159438,312792565 "LuxMark - OpenCL Device: GPU - Scene: Luxball HDR (Score/Watt)",HIB,85.53,98.48,114.16,79.42,89.34,110.80,131.09,123.99,133.42,137.54,80.53,78.90,120.58,98.89, "LuxMark - OpenCL Device: GPU - Scene: Luxball HDR (Score)",HIB,12256,17287,16776,13803,21682,21356,29532,29146,42787,46022,15271,17221,31079,32565,28140 "LeelaChessZero - GPU Temperature Monitor (Celsius)",LIB,51.69,46.2,50.13,40.8,51.43,50.33,44.86,66.29,55.6,36.91,45.13,50.65,41.93,64.5, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,50,49.5,47,49.75,56.67,47.75,46.75,61.67,52.5,41.5,42,48.88,42.75,50.83, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,52,54.81,45.94,57.64,59.71,49.73,48.08,61.08,52.45,44.46,42.3,50.41,50.92,59.05, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,50.92,57.18,45.8,60,61.1,50.9,48.78,61.6,51.2,46.33,41.89,51.33,59.73,59.71, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,51.9,56.06,45.18,58.85,60.07,50.75,48.87,59.79,51,47.33,42.94,53.46,59.68,63.35, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,47.52,56.59,42.62,61.64,53.18,48.84,47.65,58.56,48.59,48.07,37.96,49,49.89,55.21, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,49.23,55.42,42.75,57.58,61.75,45,45.18,54.64,53.5,53.8,42.71,53.31,56.67,58.38, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,45.25,60.33,48,62,64,44.25,55,66,55.67,55,40.83,51.5,52.8,55.6, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,52.44,61.79,47.13,63.21,64.36,48.69,54.67,63.18,54.78,55.27,45.16,55.88,58.4,59.52, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,54.8,59.9,46.22,62.5,63.11,50.11,53.44,62.38,53.29,54.86,44.64,54.23,55.36,54.5, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,56.5,60,45.83,62,63,51.8,53.25,61.5,51.33,54,45.13,53.5,59.67,59.71, "PlaidML - GPU Temperature Monitor (Celsius)",LIB,58.35,62.15,47.69,64.36,65.7,55.73,54.45,63.5,54.38,55.25,47.27,54.21,59.53,60.38, "LuxMark - GPU Temperature Monitor (Celsius)",LIB,58.4,67.07,48.91,64.55,72.55,63.65,67.5,75.04,69.88,71.96,55.16,65.27,69.66,79.26, "cl-mem - GPU Temperature Monitor (Celsius)",LIB,55.88,64.8,47,64.17,68.33,58.5,62,68.67,67,68.33,52,64,66,66.4, "cl-mem - GPU Temperature Monitor (Celsius)",LIB,53,60.6,44.83,60.2,64,56,55.33,63.75,62,63,49.6,59.5,58.6,62.4, "cl-mem - GPU Temperature Monitor (Celsius)",LIB,51.14,57.17,44,57,60.67,54,53.67,62,58.33,61,46.8,55.5,55.2,59.8, "SHOC Scalable HeterOgeneous Computing - GPU Temperature Monitor (Celsius)",LIB,48.5,57.33,42.6,55.54,59.67,54.5,54.2,63.86,62,63.4,41.38,43.11,46.29,59.89, "JuliaGPU - GPU Temperature Monitor (Celsius)",LIB,47.2,54.4,40.6,52.5,54.6,47.5,47,54.5,51.25,52.5,42.75,48,42.67,52.33, "Darktable - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,35,41.7,43.78,46.5, "Darktable - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,30.8,38.25,41.4,42.67, "Darktable - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,30,37.67,40.25,42, "Darktable - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,30.00,37.00,40.00,41.00, "clpeak - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,33.28,39.72,41.36,43.79, "clpeak - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,32.71,37.43,37.93,40.13, "clpeak - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,39.04,41.8,42.72,47.48, "clpeak - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,37.71,41.36,43.74,46.65, "clpeak - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,33.27,37.05,38.05,40.64, "clpeak - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,31.18,35.21,33.73,33.85, "clpeak - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,31.03,35.11,32.61,32.11, "SHOC Scalable HeterOgeneous Computing - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,37,41,42.5,49.5, "SHOC Scalable HeterOgeneous Computing - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,42,44.67,39.5,50.00, "SHOC Scalable HeterOgeneous Computing - GPU Temperature Monitor (Celsius)",LIB,,,,,,,,,,,39.00,40.5,39.5,46.00, "Darktable - Test: Boat - Acceleration: OpenCL (sec)",LIB,3.66,2.89,2.93,2.72,2.26,2.22,1.93,1.92,1.64,1.64,13.54,13.96,13.47,13.72, "Darktable - Test: Masskrug - Acceleration: OpenCL (sec)",LIB,4.17,3.92,4.01,3.97,3.87,3.82,3.68,3.78,3.69,3.69,5.30,5.45,5.28,5.32, "Darktable - Test: Server Room - Acceleration: OpenCL (sec)",LIB,1.31,1.10,1.16,1.10,1.03,0.82,0.75,0.81,0.75,0.74,4.18,4.28,4.18,4.21, "Darktable - Test: Server Rack - Acceleration: OpenCL (sec)",LIB,0.13,0.12,0.13,0.13,0.12,0.11,0.10,0.11,0.10,0.10,0.17,0.17,0.17,0.17, "Darktable - Test: Boat - Acceleration: OpenCL (sec)",LIB,,,,,,,,,,,,,,,2.72 "Darktable - Test: Masskrug - Acceleration: OpenCL (sec)",LIB,,,,,,,,,,,,,,,4.81 "Darktable - Test: Server Room - Acceleration: OpenCL (sec)",LIB,,,,,,,,,,,,,,,0.75 "Darktable - Test: Server Rack - Acceleration: OpenCL (sec)",LIB,,,,,,,,,,,,,,,0.09 "clpeak - OpenCL Test: Kernel Latency (us)",LIB,3.78,3.64,3.92,3.77,3.99,3.65,3.64,3.65,3.83,3.85,4.97,4.69,7.01,6.96,33.79 "LeelaChessZero - System Power Consumption Monitor (Watts)",LIB,150.59,184.04,156.39,148.14,265.17,196.01,186.61,222.99,205.76,148.16,171.21,188.72,173.2,313.27, "PlaidML - System Power Consumption Monitor (Watts)",LIB,107.84,91.98,98.18,93.48,149.17,121.65,93.68,130.87,94.48,110.8,109.4,126.56,92.35,69.27, "PlaidML - System Power Consumption Monitor (Watts)",LIB,132.19,153.87,132.15,168.75,202.56,144.95,146.81,155.97,188.73,168.92,146.45,163.54,147.82,181.52, "PlaidML - System Power Consumption Monitor (Watts)",LIB,122.52,134.85,113.89,162.7,187.68,143.68,132.98,148.19,155.12,162.76,141.5,153.59,141.19,172.03, "PlaidML - System Power Consumption Monitor (Watts)",LIB,131.14,136.92,125.32,172.91,179.46,137.76,141.31,158.89,180.78,176.01,147.27,162.83,151.48,217.55, "PlaidML - System Power Consumption Monitor (Watts)",LIB,99.8,126.46,99.69,152.84,121.72,110.84,120.6,132.2,137.54,163.54,119.65,135.11,124.48,156.29, "PlaidML - System Power Consumption Monitor (Watts)",LIB,124.21,136.83,123.57,146.71,165.05,116.14,127.27,138.03,159.87,152.07,146.11,152.62,165.69,165.89, "PlaidML - System Power Consumption Monitor (Watts)",LIB,76.7,107.3,93.67,147.75,125.73,95.9,115.83,97.93,152.87,200.17,114.33,137.7,123.7,111.85, "PlaidML - System Power Consumption Monitor (Watts)",LIB,141.88,157.11,141.65,167.52,205.47,158.66,159.79,167.47,185.12,192.88,157.31,178.28,172.43,173.75, "PlaidML - System Power Consumption Monitor (Watts)",LIB,121.65,145.44,134.71,152.34,185.7,134.41,153.92,158.95,172.57,194.3,145.33,162.42,150.39,177.38, "PlaidML - System Power Consumption Monitor (Watts)",LIB,140.59,156.77,127.46,176.49,194.3,125.88,126.45,135.75,198.43,178.13,136.8,178.69,145.38,211.83, "PlaidML - System Power Consumption Monitor (Watts)",LIB,144.61,162.78,146.58,180.6,231.45,167.51,183.65,188.45,212.98,223.68,163.55,184.98,188.36,216.48, "LuxMark - System Power Consumption Monitor (Watts)",LIB,143.3,175.54,146.95,173.79,242.69,192.74,225.28,235.08,320.7,334.61,189.63,218.27,257.74,329.31, "cl-mem - System Power Consumption Monitor (Watts)",LIB,114.96,129.34,121.24,149.02,161.7,126.65,145.97,148,161.45,156.17,144,176.16,153.05,211.77, "cl-mem - System Power Consumption Monitor (Watts)",LIB,98.27,137.36,124.63,141.24,217.73,131.53,139.57,128.93,155.07,190.13,147.4,161.08,229.9,191.32, "cl-mem - System Power Consumption Monitor (Watts)",LIB,108.33,132.44,113.36,119.3,139.67,111.03,150.6,141.73,198.3,99.5,141.22,199.58,203.34,197.96, "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,105.4,130.75,122.39,134.92,180.42,159.28,156.43,187.73,235.34,244.67,131.16,160.59,173.9,228.87, "JuliaGPU - System Power Consumption Monitor (Watts)",LIB,112.76,116.82,111.88,127,159.15,112.53,116.58,134.7,147.3,148.68,132.17,142.48,160.43,71.23, "Darktable - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,164,170.15,139.2,132.86, "Darktable - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,131.16,145.78,110.52,138.95, "Darktable - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,101.98,115.43,83.05,170.75, "Darktable - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,70.7,77.9,51.55,70.55, "clpeak - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,98.79,107.03,81.54,87.77, "clpeak - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,100.72,105.71,76.77,80.89, "clpeak - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,116.89,124.39,112.24,133.52, "clpeak - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,109.44,117.14,89.06,104.67, "clpeak - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,99,105.13,76.77,79.27, "clpeak - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,98.49,105.05,77.01,78.27, "clpeak - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,98.35,105.05,76.29,78.52, "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,90.0,92.65,65,64.95, "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,137.05,188,120.9,183.8, "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,,,,,,,,,,,70.4,100.5,48.75,65.45,