PlaidML OpenCL Linux GPU Benchmarks AMD Radeon + NVIDIA GeForce

PlaidML Linux benchmarks for a future article on Phoronix.com by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1901122-PTS-PLAIDMLG16
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RX 580
January 10 2019
  1 Hour, 18 Minutes
RX 590
January 11 2019
  1 Hour, 18 Minutes
RX Vega 56
January 10 2019
  53 Minutes
RX Vega 64
January 10 2019
  53 Minutes
GTX 980
January 12 2019
  37 Minutes
GTX 980 Ti
January 12 2019
  45 Minutes
GTX 1060
January 11 2019
  52 Minutes
GTX 1070
January 11 2019
  47 Minutes
GTX 1070 Ti
January 11 2019
  47 Minutes
GTX 1080
January 11 2019
  50 Minutes
GTX 1080 Ti
January 12 2019
  37 Minutes
RTX 2060
January 11 2019
  31 Minutes
RTX 2070
January 11 2019
  41 Minutes
RTX 2080
January 11 2019
  43 Minutes
RTX 2080 Ti
January 11 2019
  44 Minutes
TITAN RTX
January 11 2019
  35 Minutes
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  48 Minutes

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PlaidML OpenCL Linux GPU Benchmarks AMD Radeon + NVIDIA GeForce PlaidML Linux benchmarks for a future article on Phoronix.com by Michael Larabel. ,,"RX Vega 56","RX Vega 64","RX 580","RX 590","RTX 2080 Ti","TITAN RTX","RTX 2080","RTX 2070","RTX 2060","GTX 1080","GTX 1060","GTX 1070","GTX 1070 Ti","GTX 1080 Ti","GTX 980 Ti","GTX 980" Processor,,AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads) Motherboard,,ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS),ASUS ROG ZENITH EXTREME (1601 BIOS) Chipset,,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h Memory,,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB Disk,,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB Graphics,,AMD Radeon RX 64 8GB (1590/800MHz),AMD Radeon RX 64 8GB (1630/945MHz),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),NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz),NVIDIA TITAN RTX 24GB (1350/7000MHz),Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz),ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz),Device 6GB (1365/7000MHz),NVIDIA GeForce GTX 1080 8GB (1607/5005MHz),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 Ti 11GB (1480/5508MHz),NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz),NVIDIA GeForce GTX 980 4GB (1126/3505MHz) 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 Monitor,,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U Network,,Intel I211 Gigabit + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 Gigabit + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 Gigabit + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 Gigabit + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 Gigabit + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad,Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad 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,Ubuntu 18.10 Kernel,,4.19.0-041900-generic (x86_64),4.19.0-041900-generic (x86_64),4.19.0-041900-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-generic (x86_64),4.20.0-042000-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,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,X Server 1.20.1 Display Driver,,amdgpu 18.1.0,amdgpu 18.1.0,modesetting 1.20.1,modesetting 1.20.1,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25,NVIDIA 415.25 OpenGL,,4.5 Mesa 18.2.2 (LLVM 7.0.0),4.5 Mesa 18.2.2 (LLVM 7.0.0),4.5 Mesa 18.2.2 (LLVM 7.0.0),4.5 Mesa 18.2.2 (LLVM 7.0.0),4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0 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,GCC 8.2.0 File-System,,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 Vulkan,,,,,,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84 ,,"RX Vega 56","RX Vega 64","RX 580","RX 590","RTX 2080 Ti","TITAN RTX","RTX 2080","RTX 2070","RTX 2060","GTX 1080","GTX 1060","GTX 1070","GTX 1070 Ti","GTX 1080 Ti","GTX 980 Ti","GTX 980" "PlaidML - FP16: No - Mode: Training - Network: Inception V3 - Device: OpenCL (Examples/sec)",HIB,19.86,20.98,13.15,14.59,37.67,37.41,32.80,31.44,,28.44,21.58,26.21,26.00,33.10,, "PlaidML - FP16: No - Mode: Training - Network: VGG19 - Device: OpenCL (Examples/sec)",HIB,25.66,28.15,9.67,8.92,74.75,79.58,58.55,54.76,,42.92,,39.22,40.33,57.60,, "PlaidML - FP16: No - Mode: Training - Network: VGG16 - Device: OpenCL (Examples/sec)",HIB,28.78,30.85,10.42,9.52,85.45,90.84,67.59,63.71,,50.09,34.07,45.97,46.73,66.55,40.14, "PlaidML - FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL (Examples/sec)",HIB,31.08,35.89,18.08,20.01,56.77,59.13,41.57,36.01,29.42,30.92,18.27,25.31,26.57,42.75,24.32,18.89 "PlaidML - FP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCL (Examples/sec)",HIB,,,,,69.70,72.61,51.54,44.34,37.60,37.02,22.17,30.20,32.65,47.63,26.90,23.22 "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL (Examples/sec)",HIB,95.87,106.44,62.34,67.50,150.01,161.32,118.65,115.65,95.88,90.83,62.27,83.89,83.55,119.80,78.88,63.96 "PlaidML - FP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCL (Examples/sec)",HIB,,,,,139,148,111,108,89.02,85.60,58.76,79.08,78.45,114.97,76.15,61.38 "PlaidML - FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL (Examples/sec)",HIB,,,,,192,203,153,142,126,130,86.75,112.31,114.33,160.18,104.10,89.26 "PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL (Examples/sec)",HIB,104,118,66.19,71.42,197.56,211.69,161.94,147.39,124.84,124.65,82.03,108.50,113.61,158.20,96.69,81.03 "PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB,71.29,75.23,41.64,45.21,138.11,142.36,120.24,119.84,103.30,94.47,81.65,98.45,95.52,113.55,83.66,78.47 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCL (Examples/sec)",HIB,91.32,103.93,51.59,53.85,207.30,220.89,161.16,148.93,121.98,115.90,79.29,105.77,108.85,159.02,104.74,83.19 "PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL (Examples/sec)",HIB,94.41,107.32,55.26,58.31,221.88,237.71,168.53,155.08,124.18,117.24,78.13,106.35,109.40,156.28,101.40,80.37 "PlaidML - FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec)",HIB,107,120,58.92,61.65,236.13,250.30,185.76,172.84,143.80,134.68,92.19,122.54,125.60,180.71,121.68,96.82 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL (Examples/sec)",HIB,109,123,64.55,67.71,258.50,274.89,197.52,183.95,147.16,138.78,93.00,125.37,128.85,181.25,119.20,94.84 "PlaidML - FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL (Examples/sec)",HIB,164,169,119,133,192,191,175,164,157,142,119,135,133,165,122,108 "PlaidML - FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec)",HIB,192,212,121,129,417,428,330,311,259,248,173,221,226,311,199,175 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL (Examples/sec)",HIB,213,226,131,139,478,499,373,351,293,275,187,241,249,315,199,172 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (Examples/sec)",HIB,240,240,182,205,525,535,418,356,324,247,175,218,215,298,174,155 "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB,480,481,435,455,695,698,612,533,538,510,426,476,473,555,421,407 "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB,531,546,390,424,962,988,794,767,671,621,485,593,594,687,485,458