NVIDIA Linux GPU computing benchmarks by Michael Larabel 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 1901304-SP-1901305SP07
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,