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
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: 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: 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: 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: 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: 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: 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: 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: 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: 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
"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: 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: 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: 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: 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: 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: 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: 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: 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