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:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
GTX 1070:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
GTX 1070 Ti:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
GTX 1080:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
GTX 1080 Ti:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
RTX 2060:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce RTX 2060 6GB (1365/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
RTX 2070:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
RTX 2080:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
RTX 2080 Ti:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
TITAN RTX:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: NVIDIA TITAN RTX 24GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 4.20.3-042003-generic (x86_64), Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, Display Driver: NVIDIA 415.27, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
RX 580:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: MSI AMD Radeon RX 470/480/570/570X/580/580X 8GB (1366/2000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
RX 590:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: Sapphire AMD Radeon RX 470/480/570/570X/580/580X 8GB (1560/2100MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
RX Vega 56:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: AMD Radeon RX 64 8GB (1590/800MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
RX Vega 64:
Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB + 2000GB SABRENT, Graphics: AMD Radeon RX 64 8GB (1630/945MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V
OS: Ubuntu 18.10, Kernel: 5.0.0-050000rc4-generic (x86_64) 20190127, Desktop: GNOME Shell 3.30.1, Display Server: X Server 1.20.1, OpenGL: 4.5 Mesa 19.0.0-devel padoka PPA (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 3840x2160
amdocl:
Processor: AMD Ryzen 7 2700 Eight-Core @ 3.20GHz (8 Cores / 16 Threads), Motherboard: ASRock X370 Taichi (P5.10 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: 1024GB INTEL SSDPEKKW010T7 + Samsung SSD 960 EVO 500GB + 512GB Crucial_CT512M55 + 1000GB SanDisk SDSSDH31 + 2000GB SanDisk SDSSDH32, Graphics: AMD Radeon RX 56/64 8GB (1590/800MHz), Audio: AMD Device aaf8, Monitor: SAMSUNG, Network: Intel I211
OS: Arch rolling, Kernel: 4.20.5-zen1-1-zen (x86_64), Desktop: KDE Plasma 5.14.5, Display Server: X Server 1.20.3, Display Driver: amdgpu 18.1.0, OpenGL: 4.5 Mesa 19.0.0-devel (git-69edc972fc) (LLVM 9.0.0), OpenCL: OpenCL 2.1 AMD-APP (2766.4), Vulkan: 1.1.90, Compiler: Clang 7.0.1 + LLVM 7.0.1, File-System: xfs, Screen Resolution: 3840x2160
LeelaChessZero 0.20.1
Backend: OpenCL
Nodes Per Second > Higher Is Better
GTX 1060 .... 899 |================
GTX 1070 .... 1430 |==========================
GTX 1070 Ti . 1478 |===========================
GTX 1080 .... 1750 |================================
GTX 1080 Ti . 2333 |==========================================
RTX 2060 .... 1484 |===========================
RTX 2070 .... 1729 |===============================
RTX 2080 .... 2259 |=========================================
RTX 2080 Ti . 3107 |========================================================
TITAN RTX ... 3275 |===========================================================
RX 580 ...... 640 |============
RX 590 ...... 683 |============
RX Vega 56 .. 758 |==============
RX Vega 64 .. 856 |===============
amdocl ...... 1189 |=====================
LeelaChessZero 0.20.1
Backend: OpenCL
Nodes Per Second Per Watt > Higher Is Better
GTX 1060 .... 5.97 |================
GTX 1070 .... 7.77 |====================
GTX 1070 Ti . 9.45 |=========================
GTX 1080 .... 11.81 |===============================
GTX 1080 Ti . 8.80 |=======================
RTX 2060 .... 7.57 |====================
RTX 2070 .... 9.27 |========================
RTX 2080 .... 10.13 |===========================
RTX 2080 Ti . 15.10 |========================================
TITAN RTX ... 22.11 |==========================================================
RX 580 ...... 3.74 |==========
RX 590 ...... 3.62 |=========
RX Vega 56 .. 4.38 |===========
RX Vega 64 .. 2.73 |=======
LeelaChessZero 0.20.1
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 38.0 AVG: 51.7 MAX: 59.0
GTX 1070 .... MIN: 35.0 AVG: 46.2 MAX: 55.0
GTX 1070 Ti . MIN: 46.0 AVG: 50.1 MAX: 53.0
GTX 1080 .... MIN: 32.0 AVG: 40.8 MAX: 58.0
GTX 1080 Ti . MIN: 41.0 AVG: 51.4 MAX: 61.0
RTX 2060 .... MIN: 39.0 AVG: 50.3 MAX: 58.0
RTX 2070 .... MIN: 33.0 AVG: 44.9 MAX: 52.0
RTX 2080 .... MIN: 57.0 AVG: 66.3 MAX: 73.0
RTX 2080 Ti . MIN: 50.0 AVG: 55.6 MAX: 60.0
TITAN RTX ... MIN: 34.0 AVG: 36.9 MAX: 47.0
RX 580 ...... MIN: 27.0 AVG: 45.1 MAX: 61.0
RX 590 ...... MIN: 37.0 AVG: 50.6 MAX: 67.0
RX Vega 56 .. MIN: 28.0 AVG: 41.9 MAX: 60.0
RX Vega 64 .. MIN: 46.0 AVG: 64.5 MAX: 72.0
LeelaChessZero 0.20.1
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 42 AVG: 151 MAX: 180
GTX 1070 .... MIN: 43 AVG: 184 MAX: 213
GTX 1070 Ti . MIN: 80 AVG: 156 MAX: 190
GTX 1080 .... MIN: 40 AVG: 148 MAX: 250
GTX 1080 Ti . MIN: 97 AVG: 265 MAX: 323
RTX 2060 .... MIN: 69 AVG: 196 MAX: 230
RTX 2070 .... MIN: 75 AVG: 187 MAX: 252
RTX 2080 .... MIN: 88 AVG: 223 MAX: 288
RTX 2080 Ti . MIN: 48 AVG: 206 MAX: 349
TITAN RTX ... MIN: 98 AVG: 148 MAX: 358
RX 580 ...... MIN: 69 AVG: 171 MAX: 230
RX 590 ...... MIN: 75 AVG: 189 MAX: 253
RX Vega 56 .. MIN: 47 AVG: 173 MAX: 262
RX Vega 64 .. MIN: 50 AVG: 313 MAX: 343
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 552 |==================================
GTX 1070 .... 664 |=========================================
GTX 1070 Ti . 645 |========================================
GTX 1080 .... 686 |==========================================
GTX 1080 Ti . 774 |================================================
RTX 2060 .... 779 |================================================
RTX 2070 .... 830 |===================================================
RTX 2080 .... 893 |=======================================================
RTX 2080 Ti . 971 |============================================================
TITAN RTX ... 977 |============================================================
RX 580 ...... 563 |===================================
RX 590 ...... 599 |=====================================
RX Vega 56 .. 575 |===================================
RX Vega 64 .. 587 |====================================
amdocl ...... 498 |===============================
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 5.12 |=============================
GTX 1070 .... 7.22 |=========================================
GTX 1070 Ti . 6.57 |=====================================
GTX 1080 .... 7.34 |=========================================
GTX 1080 Ti . 5.19 |=============================
RTX 2060 .... 6.41 |====================================
RTX 2070 .... 8.87 |==================================================
RTX 2080 .... 6.82 |======================================
RTX 2080 Ti . 10.28 |==========================================================
TITAN RTX ... 8.82 |==================================================
RX 580 ...... 5.14 |=============================
RX 590 ...... 4.74 |===========================
RX Vega 56 .. 6.23 |===================================
RX Vega 64 .. 8.48 |================================================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 49.0 AVG: 50.0 MAX: 51.0
GTX 1070 .... MIN: 47.0 AVG: 49.5 MAX: 51.0
GTX 1070 Ti . MIN: 46.0 AVG: 47.0 MAX: 48.0
GTX 1080 .... MIN: 47.0 AVG: 49.8 MAX: 51.0
GTX 1080 Ti . MIN: 56.0 AVG: 56.7 MAX: 57.0
RTX 2060 .... MIN: 46.0 AVG: 47.8 MAX: 50.0
RTX 2070 .... MIN: 45.0 AVG: 46.8 MAX: 48.0
RTX 2080 .... MIN: 61.0 AVG: 61.7 MAX: 62.0
RTX 2080 Ti . MIN: 52.0 AVG: 52.5 MAX: 53.0
TITAN RTX ... MIN: 41.0 AVG: 41.5 MAX: 42.0
RX 580 ...... MIN: 38.0 AVG: 42.0 MAX: 47.0
RX 590 ...... MIN: 45.0 AVG: 48.9 MAX: 53.0
RX Vega 56 .. MIN: 40.0 AVG: 42.8 MAX: 46.0
RX Vega 64 .. MIN: 49.0 AVG: 50.8 MAX: 54.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 42 AVG: 108 MAX: 142
GTX 1070 .... MIN: 43 AVG: 92 MAX: 117
GTX 1070 Ti . MIN: 49 AVG: 98 MAX: 133
GTX 1080 .... MIN: 44 AVG: 93 MAX: 127
GTX 1080 Ti . MIN: 92 AVG: 149 MAX: 203
RTX 2060 .... MIN: 46 AVG: 122 MAX: 166
RTX 2070 .... MIN: 46 AVG: 94 MAX: 129
RTX 2080 .... MIN: 56 AVG: 131 MAX: 185
RTX 2080 Ti . MIN: 48 AVG: 94 MAX: 113
TITAN RTX ... MIN: 53 AVG: 111 MAX: 140
RX 580 ...... MIN: 76 AVG: 109 MAX: 179
RX 590 ...... MIN: 82 AVG: 127 MAX: 195
RX Vega 56 .. MIN: 50 AVG: 92 MAX: 158
RX Vega 64 .. MIN: 54 AVG: 69 MAX: 82
PlaidML
FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 88.85 |========================
GTX 1070 .... 117.00 |===============================
GTX 1070 Ti . 120.00 |================================
GTX 1080 .... 132.00 |===================================
GTX 1080 Ti . 167.00 |============================================
RTX 2060 .... 134.00 |====================================
RTX 2070 .... 157.00 |==========================================
RTX 2080 .... 168.00 |=============================================
RTX 2080 Ti . 211.00 |========================================================
TITAN RTX ... 215.00 |=========================================================
RX 580 ...... 76.59 |====================
RX 590 ...... 82.71 |======================
RX Vega 56 .. 109.03 |=============================
RX Vega 64 .. 120.03 |================================
amdocl ...... 116.49 |===============================
PlaidML
FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 0.67 |===============================
GTX 1070 .... 0.76 |===================================
GTX 1070 Ti . 0.90 |=========================================
GTX 1080 .... 0.78 |====================================
GTX 1080 Ti . 0.82 |======================================
RTX 2060 .... 0.92 |==========================================
RTX 2070 .... 1.07 |=================================================
RTX 2080 .... 1.08 |==================================================
RTX 2080 Ti . 1.12 |====================================================
TITAN RTX ... 1.28 |===========================================================
RX 580 ...... 0.52 |========================
RX 590 ...... 0.51 |========================
RX Vega 56 .. 0.74 |==================================
RX Vega 64 .. 0.66 |==============================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 45.0 AVG: 52.0 MAX: 57.0
GTX 1070 .... MIN: 48.0 AVG: 54.8 MAX: 60.0
GTX 1070 Ti . MIN: 43.0 AVG: 45.9 MAX: 49.0
GTX 1080 .... MIN: 51.0 AVG: 57.6 MAX: 63.0
GTX 1080 Ti . MIN: 55.0 AVG: 59.7 MAX: 66.0
RTX 2060 .... MIN: 43.0 AVG: 49.7 MAX: 56.0
RTX 2070 .... MIN: 42.0 AVG: 48.1 MAX: 55.0
RTX 2080 .... MIN: 56.0 AVG: 61.1 MAX: 66.0
RTX 2080 Ti . MIN: 49.0 AVG: 52.5 MAX: 57.0
TITAN RTX ... MIN: 39.0 AVG: 44.5 MAX: 52.0
RX 580 ...... MIN: 33.0 AVG: 42.3 MAX: 50.0
RX 590 ...... MIN: 40.0 AVG: 50.4 MAX: 60.0
RX Vega 56 .. MIN: 39.0 AVG: 50.9 MAX: 65.0
RX Vega 64 .. MIN: 47.0 AVG: 59.0 MAX: 70.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 88 AVG: 132 MAX: 157
GTX 1070 .... MIN: 82 AVG: 154 MAX: 183
GTX 1070 Ti . MIN: 56 AVG: 132 MAX: 155
GTX 1080 .... MIN: 90 AVG: 169 MAX: 203
GTX 1080 Ti . MIN: 121 AVG: 203 MAX: 257
RTX 2060 .... MIN: 45 AVG: 145 MAX: 191
RTX 2070 .... MIN: 46 AVG: 147 MAX: 207
RTX 2080 .... MIN: 48 AVG: 156 MAX: 225
RTX 2080 Ti . MIN: 48 AVG: 189 MAX: 276
TITAN RTX ... MIN: 52 AVG: 169 MAX: 275
RX 580 ...... MIN: 73 AVG: 146 MAX: 195
RX 590 ...... MIN: 92 AVG: 164 MAX: 222
RX Vega 56 .. MIN: 59 AVG: 148 MAX: 250
RX Vega 64 .. MIN: 51 AVG: 182 MAX: 296
PlaidML
FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 183 |=======================
GTX 1070 .... 237 |==============================
GTX 1070 Ti . 237 |==============================
GTX 1080 .... 264 |=================================
GTX 1080 Ti . 334 |==========================================
RTX 2060 .... 282 |====================================
RTX 2070 .... 333 |==========================================
RTX 2080 .... 354 |=============================================
RTX 2080 Ti . 458 |==========================================================
TITAN RTX ... 474 |============================================================
RX 580 ...... 128 |================
RX 590 ...... 137 |=================
RX Vega 56 .. 195 |=========================
RX Vega 64 .. 213 |===========================
amdocl ...... 215 |===========================
PlaidML
FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 1.49 |==============================
GTX 1070 .... 1.76 |===================================
GTX 1070 Ti . 2.08 |==========================================
GTX 1080 .... 1.62 |================================
GTX 1080 Ti . 1.78 |====================================
RTX 2060 .... 1.96 |=======================================
RTX 2070 .... 2.51 |==================================================
RTX 2080 .... 2.39 |================================================
RTX 2080 Ti . 2.95 |===========================================================
TITAN RTX ... 2.92 |==========================================================
RX 580 ...... 0.91 |==================
RX 590 ...... 0.89 |==================
RX Vega 56 .. 1.38 |============================
RX Vega 64 .. 1.24 |=========================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 47.0 AVG: 50.9 MAX: 55.0
GTX 1070 .... MIN: 54.0 AVG: 57.2 MAX: 61.0
GTX 1070 Ti . MIN: 43.0 AVG: 45.8 MAX: 48.0
GTX 1080 .... MIN: 58.0 AVG: 60.0 MAX: 63.0
GTX 1080 Ti . MIN: 59.0 AVG: 61.1 MAX: 64.0
RTX 2060 .... MIN: 46.0 AVG: 50.9 MAX: 56.0
RTX 2070 .... MIN: 46.0 AVG: 48.8 MAX: 53.0
RTX 2080 .... MIN: 58.0 AVG: 61.6 MAX: 65.0
RTX 2080 Ti . MIN: 49.0 AVG: 51.2 MAX: 55.0
TITAN RTX ... MIN: 44.0 AVG: 46.3 MAX: 52.0
RX 580 ...... MIN: 35.0 AVG: 41.9 MAX: 48.0
RX 590 ...... MIN: 44.0 AVG: 51.3 MAX: 58.0
RX Vega 56 .. MIN: 52.0 AVG: 59.7 MAX: 67.0
RX Vega 64 .. MIN: 52.0 AVG: 59.7 MAX: 67.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 60 AVG: 123 MAX: 165
GTX 1070 .... MIN: 84 AVG: 135 MAX: 189
GTX 1070 Ti . MIN: 49 AVG: 114 MAX: 161
GTX 1080 .... MIN: 92 AVG: 163 MAX: 211
GTX 1080 Ti . MIN: 122 AVG: 188 MAX: 270
RTX 2060 .... MIN: 87 AVG: 144 MAX: 203
RTX 2070 .... MIN: 78 AVG: 133 MAX: 222
RTX 2080 .... MIN: 47 AVG: 148 MAX: 240
RTX 2080 Ti . MIN: 48 AVG: 155 MAX: 293
TITAN RTX ... MIN: 53 AVG: 163 MAX: 302
RX 580 ...... MIN: 74 AVG: 142 MAX: 188
RX 590 ...... MIN: 81 AVG: 154 MAX: 209
RX Vega 56 .. MIN: 51 AVG: 141 MAX: 254
RX Vega 64 .. MIN: 82 AVG: 172 MAX: 314
PlaidML
FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 94.62 |====================
GTX 1070 .... 126.00 |===========================
GTX 1070 Ti . 128.00 |============================
GTX 1080 .... 139.00 |==============================
GTX 1080 Ti . 194.00 |==========================================
RTX 2060 .... 148.00 |================================
RTX 2070 .... 179.00 |=======================================
RTX 2080 .... 192.00 |=========================================
RTX 2080 Ti . 250.00 |======================================================
TITAN RTX ... 264.00 |=========================================================
RX 580 ...... 60.98 |=============
RX 590 ...... 64.04 |==============
RX Vega 56 .. 106.66 |=======================
RX Vega 64 .. 119.99 |==========================
amdocl ...... 108.36 |=======================
PlaidML
FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 0.72 |============================
GTX 1070 .... 0.92 |====================================
GTX 1070 Ti . 1.02 |========================================
GTX 1080 .... 0.80 |===============================
GTX 1080 Ti . 1.08 |==========================================
RTX 2060 .... 1.08 |==========================================
RTX 2070 .... 1.27 |==================================================
RTX 2080 .... 1.21 |================================================
RTX 2080 Ti . 1.38 |======================================================
TITAN RTX ... 1.50 |===========================================================
RX 580 ...... 0.41 |================
RX 590 ...... 0.39 |===============
RX Vega 56 .. 0.70 |============================
RX Vega 64 .. 0.55 |======================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 43.0 AVG: 51.9 MAX: 59.0
GTX 1070 .... MIN: 49.0 AVG: 56.1 MAX: 63.0
GTX 1070 Ti . MIN: 41.0 AVG: 45.2 MAX: 50.0
GTX 1080 .... MIN: 52.0 AVG: 58.8 MAX: 65.0
GTX 1080 Ti . MIN: 53.0 AVG: 60.1 MAX: 67.0
RTX 2060 .... MIN: 43.0 AVG: 50.8 MAX: 59.0
RTX 2070 .... MIN: 42.0 AVG: 48.9 MAX: 56.0
RTX 2080 .... MIN: 53.0 AVG: 59.8 MAX: 68.0
RTX 2080 Ti . MIN: 46.0 AVG: 51.0 MAX: 57.0
TITAN RTX ... MIN: 42.0 AVG: 47.3 MAX: 54.0
RX 580 ...... MIN: 31.0 AVG: 42.9 MAX: 51.0
RX 590 ...... MIN: 42.0 AVG: 53.5 MAX: 61.0
RX Vega 56 .. MIN: 52.0 AVG: 59.7 MAX: 69.0
RX Vega 64 .. MIN: 55.0 AVG: 63.4 MAX: 70.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 58 AVG: 131 MAX: 167
GTX 1070 .... MIN: 43 AVG: 137 MAX: 191
GTX 1070 Ti . MIN: 48 AVG: 125 MAX: 170
GTX 1080 .... MIN: 70 AVG: 173 MAX: 217
GTX 1080 Ti . MIN: 65 AVG: 179 MAX: 288
RTX 2060 .... MIN: 62 AVG: 138 MAX: 208
RTX 2070 .... MIN: 47 AVG: 141 MAX: 234
RTX 2080 .... MIN: 50 AVG: 159 MAX: 253
RTX 2080 Ti . MIN: 48 AVG: 181 MAX: 312
TITAN RTX ... MIN: 58 AVG: 176 MAX: 323
RX 580 ...... MIN: 73 AVG: 147 MAX: 187
RX 590 ...... MIN: 80 AVG: 163 MAX: 210
RX Vega 56 .. MIN: 50 AVG: 151 MAX: 258
RX Vega 64 .. MIN: 53 AVG: 218 MAX: 320
PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 86.94 |===============================
GTX 1070 .... 107.00 |======================================
GTX 1070 Ti . 103.00 |=====================================
GTX 1080 .... 103.00 |=====================================
GTX 1080 Ti . 125.00 |=============================================
RTX 2060 .... 113.00 |========================================
RTX 2070 .... 132.00 |===============================================
RTX 2080 .... 133.00 |===============================================
RTX 2080 Ti . 156.00 |========================================================
TITAN RTX ... 160.00 |=========================================================
RX 580 ...... 42.04 |===============
RX 590 ...... 45.61 |================
RX Vega 56 .. 71.23 |=========================
RX Vega 64 .. 74.31 |==========================
amdocl ...... 75.09 |===========================
PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 0.87 |=============================================
GTX 1070 .... 0.85 |============================================
GTX 1070 Ti . 1.03 |======================================================
GTX 1080 .... 0.67 |===================================
GTX 1080 Ti . 1.03 |======================================================
RTX 2060 .... 1.02 |=====================================================
RTX 2070 .... 1.09 |=========================================================
RTX 2080 .... 1.01 |=====================================================
RTX 2080 Ti . 1.13 |===========================================================
TITAN RTX ... 0.98 |===================================================
RX 580 ...... 0.35 |==================
RX 590 ...... 0.34 |==================
RX Vega 56 .. 0.57 |==============================
RX Vega 64 .. 0.48 |=========================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 41.0 AVG: 47.5 MAX: 54.0
GTX 1070 .... MIN: 51.0 AVG: 56.6 MAX: 60.0
GTX 1070 Ti . MIN: 38.0 AVG: 42.6 MAX: 46.0
GTX 1080 .... MIN: 60.0 AVG: 61.6 MAX: 63.0
GTX 1080 Ti . MIN: 44.0 AVG: 53.2 MAX: 61.0
RTX 2060 .... MIN: 43.0 AVG: 48.8 MAX: 55.0
RTX 2070 .... MIN: 42.0 AVG: 47.6 MAX: 53.0
RTX 2080 .... MIN: 52.0 AVG: 58.6 MAX: 66.0
RTX 2080 Ti . MIN: 44.0 AVG: 48.6 MAX: 53.0
TITAN RTX ... MIN: 43.0 AVG: 48.1 MAX: 53.0
RX 580 ...... MIN: 30.0 AVG: 38.0 MAX: 46.0
RX 590 ...... MIN: 42.0 AVG: 49.0 MAX: 56.0
RX Vega 56 .. MIN: 40.0 AVG: 49.9 MAX: 64.0
RX Vega 64 .. MIN: 45.0 AVG: 55.2 MAX: 65.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 43 AVG: 100 MAX: 141
GTX 1070 .... MIN: 48 AVG: 126 MAX: 165
GTX 1070 Ti . MIN: 48 AVG: 100 MAX: 141
GTX 1080 .... MIN: 92 AVG: 153 MAX: 169
GTX 1080 Ti . MIN: 47 AVG: 122 MAX: 213
RTX 2060 .... MIN: 47 AVG: 111 MAX: 169
RTX 2070 .... MIN: 50 AVG: 121 MAX: 186
RTX 2080 .... MIN: 48 AVG: 132 MAX: 198
RTX 2080 Ti . MIN: 48 AVG: 138 MAX: 236
TITAN RTX ... MIN: 56 AVG: 164 MAX: 245
RX 580 ...... MIN: 74 AVG: 120 MAX: 155
RX 590 ...... MIN: 79 AVG: 135 MAX: 175
RX Vega 56 .. MIN: 50 AVG: 124 MAX: 222
RX Vega 64 .. MIN: 76 AVG: 156 MAX: 240
PlaidML
FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 134 |=================================
GTX 1070 .... 156 |======================================
GTX 1070 Ti . 153 |=====================================
GTX 1080 .... 167 |=========================================
GTX 1080 Ti . 187 |==============================================
RTX 2060 .... 188 |==============================================
RTX 2070 .... 198 |================================================
RTX 2080 .... 216 |=====================================================
RTX 2080 Ti . 246 |============================================================
TITAN RTX ... 244 |============================================================
RX 580 ...... 130 |================================
RX 590 ...... 144 |===================================
RX Vega 56 .. 178 |===========================================
RX Vega 64 .. 184 |=============================================
amdocl ...... 159 |=======================================
PlaidML
FP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 1.08 |=======================================
GTX 1070 .... 1.14 |==========================================
GTX 1070 Ti . 1.24 |=============================================
GTX 1080 .... 1.14 |==========================================
GTX 1080 Ti . 1.14 |==========================================
RTX 2060 .... 1.62 |===========================================================
RTX 2070 .... 1.56 |=========================================================
RTX 2080 .... 1.56 |=========================================================
RTX 2080 Ti . 1.54 |========================================================
TITAN RTX ... 1.60 |==========================================================
RX 580 ...... 0.89 |================================
RX 590 ...... 0.95 |===================================
RX Vega 56 .. 1.07 |=======================================
RX Vega 64 .. 1.11 |========================================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 44.0 AVG: 49.2 MAX: 54.0
GTX 1070 .... MIN: 51.0 AVG: 55.4 MAX: 59.0
GTX 1070 Ti . MIN: 39.0 AVG: 42.8 MAX: 45.0
GTX 1080 .... MIN: 53.0 AVG: 57.6 MAX: 61.0
GTX 1080 Ti . MIN: 59.0 AVG: 61.8 MAX: 63.0
RTX 2060 .... MIN: 40.0 AVG: 45.0 MAX: 50.0
RTX 2070 .... MIN: 41.0 AVG: 45.2 MAX: 49.0
RTX 2080 .... MIN: 50.0 AVG: 54.6 MAX: 59.0
RTX 2080 Ti . MIN: 52.0 AVG: 53.5 MAX: 56.0
TITAN RTX ... MIN: 52.0 AVG: 53.8 MAX: 56.0
RX 580 ...... MIN: 34.0 AVG: 42.7 MAX: 48.0
RX 590 ...... MIN: 46.0 AVG: 53.3 MAX: 59.0
RX Vega 56 .. MIN: 49.0 AVG: 56.7 MAX: 63.0
RX Vega 64 .. MIN: 51.0 AVG: 58.4 MAX: 64.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 70 AVG: 124 MAX: 145
GTX 1070 .... MIN: 82 AVG: 137 MAX: 165
GTX 1070 Ti . MIN: 105 AVG: 124 MAX: 136
GTX 1080 .... MIN: 91 AVG: 147 MAX: 177
GTX 1080 Ti . MIN: 50 AVG: 165 MAX: 215
RTX 2060 .... MIN: 44 AVG: 116 MAX: 163
RTX 2070 .... MIN: 47 AVG: 127 MAX: 170
RTX 2080 .... MIN: 46 AVG: 138 MAX: 185
RTX 2080 Ti . MIN: 49 AVG: 160 MAX: 224
TITAN RTX ... MIN: 58 AVG: 152 MAX: 232
RX 580 ...... MIN: 71 AVG: 146 MAX: 185
RX 590 ...... MIN: 80 AVG: 153 MAX: 212
RX Vega 56 .. MIN: 75 AVG: 166 MAX: 271
RX Vega 64 .. MIN: 52 AVG: 166 MAX: 306
PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 592 |==========================
GTX 1070 .... 764 |==================================
GTX 1070 Ti . 755 |=================================
GTX 1080 .... 801 |===================================
GTX 1080 Ti . 883 |=======================================
RTX 2060 .... 863 |======================================
RTX 2070 .... 1008 |=============================================
RTX 2080 .... 1045 |==============================================
RTX 2080 Ti . 1291 |=========================================================
TITAN RTX ... 1336 |===========================================================
RX 580 ...... 414 |==================
RX 590 ...... 453 |====================
RX Vega 56 .. 720 |================================
RX Vega 64 .. 835 |=====================================
amdocl ...... 781 |==================================
PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 7.72 |==========================================
GTX 1070 .... 7.12 |=======================================
GTX 1070 Ti . 8.06 |============================================
GTX 1080 .... 5.42 |=============================
GTX 1080 Ti . 7.02 |======================================
RTX 2060 .... 9.00 |=================================================
RTX 2070 .... 8.70 |===============================================
RTX 2080 .... 10.67 |==========================================================
RTX 2080 Ti . 8.45 |==============================================
TITAN RTX ... 6.67 |====================================
RX 580 ...... 3.62 |====================
RX 590 ...... 3.29 |==================
RX Vega 56 .. 5.82 |================================
RX Vega 64 .. 7.47 |=========================================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 41.0 AVG: 45.3 MAX: 47.0
GTX 1070 .... MIN: 59.0 AVG: 60.3 MAX: 61.0
GTX 1070 Ti . MIN: 48.0 AVG: 48.0 MAX: 48.0
GTX 1080 .... MIN: 62.0 AVG: 62.0 MAX: 62.0
GTX 1080 Ti . MIN: 63.0 AVG: 64.0 MAX: 65.0
RTX 2060 .... MIN: 39.0 AVG: 44.3 MAX: 48.0
RTX 2070 .... MIN: 55.0 AVG: 55.0 MAX: 55.0
RTX 2080 .... MIN: 66.0 AVG: 66.0 MAX: 66.0
RTX 2080 Ti . MIN: 54.0 AVG: 55.7 MAX: 58.0
TITAN RTX ... MIN: 55.0 AVG: 55.0 MAX: 55.0
RX 580 ...... MIN: 36.0 AVG: 40.8 MAX: 46.0
RX 590 ...... MIN: 47.0 AVG: 51.5 MAX: 56.0
RX Vega 56 .. MIN: 51.0 AVG: 52.8 MAX: 57.0
RX Vega 64 .. MIN: 54.0 AVG: 55.6 MAX: 59.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 42 AVG: 77 MAX: 94
GTX 1070 .... MIN: 46 AVG: 107 MAX: 155
GTX 1070 Ti . MIN: 50 AVG: 94 MAX: 126
GTX 1080 .... MIN: 44 AVG: 148 MAX: 195
GTX 1080 Ti . MIN: 53 AVG: 126 MAX: 165
RTX 2060 .... MIN: 43 AVG: 96 MAX: 119
RTX 2070 .... MIN: 115 AVG: 116 MAX: 117
RTX 2080 .... MIN: 52 AVG: 98 MAX: 121
RTX 2080 Ti . MIN: 48 AVG: 153 MAX: 275
TITAN RTX ... MIN: 54 AVG: 200 MAX: 274
RX 580 ...... MIN: 72 AVG: 114 MAX: 179
RX 590 ...... MIN: 82 AVG: 138 MAX: 206
RX Vega 56 .. MIN: 73 AVG: 124 MAX: 260
RX Vega 64 .. MIN: 53 AVG: 112 MAX: 224
PlaidML
FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 86.11 |=====================
GTX 1070 .... 116.00 |=============================
GTX 1070 Ti . 118.00 |=============================
GTX 1080 .... 133.00 |=================================
GTX 1080 Ti . 167.00 |==========================================
RTX 2060 .... 133.00 |=================================
RTX 2070 .... 156.00 |=======================================
RTX 2080 .... 172.00 |===========================================
RTX 2080 Ti . 225.00 |========================================================
TITAN RTX ... 229.00 |=========================================================
RX 580 ...... 69.05 |=================
RX 590 ...... 75.41 |===================
RX Vega 56 .. 106.65 |===========================
RX Vega 64 .. 119.06 |==============================
amdocl ...... 138.74 |===================================
PlaidML
FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 0.61 |==============================
GTX 1070 .... 0.74 |====================================
GTX 1070 Ti . 0.83 |========================================
GTX 1080 .... 0.79 |=======================================
GTX 1080 Ti . 0.81 |=======================================
RTX 2060 .... 0.84 |=========================================
RTX 2070 .... 0.98 |================================================
RTX 2080 .... 1.03 |==================================================
RTX 2080 Ti . 1.21 |===========================================================
TITAN RTX ... 1.19 |==========================================================
RX 580 ...... 0.44 |=====================
RX 590 ...... 0.42 |====================
RX Vega 56 .. 0.62 |==============================
RX Vega 64 .. 0.69 |==================================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 44.0 AVG: 52.4 MAX: 59.0
GTX 1070 .... MIN: 58.0 AVG: 61.8 MAX: 65.0
GTX 1070 Ti . MIN: 43.0 AVG: 47.1 MAX: 50.0
GTX 1080 .... MIN: 58.0 AVG: 63.2 MAX: 68.0
GTX 1080 Ti . MIN: 60.0 AVG: 64.4 MAX: 69.0
RTX 2060 .... MIN: 40.0 AVG: 48.7 MAX: 56.0
RTX 2070 .... MIN: 49.0 AVG: 54.7 MAX: 60.0
RTX 2080 .... MIN: 57.0 AVG: 63.2 MAX: 68.0
RTX 2080 Ti . MIN: 52.0 AVG: 54.8 MAX: 59.0
TITAN RTX ... MIN: 51.0 AVG: 55.3 MAX: 60.0
RX 580 ...... MIN: 33.0 AVG: 45.2 MAX: 54.0
RX 590 ...... MIN: 44.0 AVG: 55.9 MAX: 64.0
RX Vega 56 .. MIN: 50.0 AVG: 58.4 MAX: 68.0
RX Vega 64 .. MIN: 50.0 AVG: 59.5 MAX: 69.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 71 AVG: 142 MAX: 165
GTX 1070 .... MIN: 85 AVG: 157 MAX: 185
GTX 1070 Ti . MIN: 50 AVG: 142 MAX: 161
GTX 1080 .... MIN: 92 AVG: 168 MAX: 215
GTX 1080 Ti . MIN: 124 AVG: 205 MAX: 276
RTX 2060 .... MIN: 45 AVG: 159 MAX: 202
RTX 2070 .... MIN: 48 AVG: 160 MAX: 224
RTX 2080 .... MIN: 50 AVG: 167 MAX: 241
RTX 2080 Ti . MIN: 49 AVG: 185 MAX: 298
TITAN RTX ... MIN: 64 AVG: 193 MAX: 302
RX 580 ...... MIN: 71 AVG: 157 MAX: 202
RX 590 ...... MIN: 79 AVG: 178 MAX: 235
RX Vega 56 .. MIN: 79 AVG: 172 MAX: 258
RX Vega 64 .. MIN: 51 AVG: 174 MAX: 315
PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 194 |=====================
GTX 1070 .... 257 |============================
GTX 1070 Ti . 262 |============================
GTX 1080 .... 292 |================================
GTX 1080 Ti . 339 |=====================================
RTX 2060 .... 309 |=================================
RTX 2070 .... 376 |=========================================
RTX 2080 .... 400 |===========================================
RTX 2080 Ti . 537 |==========================================================
TITAN RTX ... 556 |============================================================
RX 580 ...... 133 |==============
RX 590 ...... 142 |===============
RX Vega 56 .. 228 |=========================
RX Vega 64 .. 270 |=============================
amdocl ...... 262 |============================
PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 1.59 |==============================
GTX 1070 .... 1.77 |==================================
GTX 1070 Ti . 1.94 |=====================================
GTX 1080 .... 1.92 |====================================
GTX 1080 Ti . 1.82 |===================================
RTX 2060 .... 2.30 |============================================
RTX 2070 .... 2.44 |==============================================
RTX 2080 .... 2.51 |================================================
RTX 2080 Ti . 3.11 |===========================================================
TITAN RTX ... 2.86 |======================================================
RX 580 ...... 0.92 |=================
RX 590 ...... 0.88 |=================
RX Vega 56 .. 1.51 |=============================
RX Vega 64 .. 1.52 |=============================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 50.0 AVG: 54.8 MAX: 58.0
GTX 1070 .... MIN: 56.0 AVG: 59.9 MAX: 64.0
GTX 1070 Ti . MIN: 44.0 AVG: 46.2 MAX: 48.0
GTX 1080 .... MIN: 60.0 AVG: 62.5 MAX: 65.0
GTX 1080 Ti . MIN: 61.0 AVG: 63.1 MAX: 66.0
RTX 2060 .... MIN: 46.0 AVG: 50.1 MAX: 56.0
RTX 2070 .... MIN: 50.0 AVG: 53.4 MAX: 58.0
RTX 2080 .... MIN: 59.0 AVG: 62.4 MAX: 66.0
RTX 2080 Ti . MIN: 51.0 AVG: 53.3 MAX: 57.0
TITAN RTX ... MIN: 52.0 AVG: 54.9 MAX: 58.0
RX 580 ...... MIN: 37.0 AVG: 44.6 MAX: 50.0
RX 590 ...... MIN: 47.0 AVG: 54.2 MAX: 60.0
RX Vega 56 .. MIN: 49.0 AVG: 55.4 MAX: 63.0
RX Vega 64 .. MIN: 48.0 AVG: 54.5 MAX: 60.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 71 AVG: 122 MAX: 173
GTX 1070 .... MIN: 45 AVG: 145 MAX: 201
GTX 1070 Ti . MIN: 49 AVG: 135 MAX: 169
GTX 1080 .... MIN: 92 AVG: 152 MAX: 225
GTX 1080 Ti . MIN: 61 AVG: 186 MAX: 281
RTX 2060 .... MIN: 65 AVG: 134 MAX: 209
RTX 2070 .... MIN: 50 AVG: 154 MAX: 242
RTX 2080 .... MIN: 48 AVG: 159 MAX: 258
RTX 2080 Ti . MIN: 100 AVG: 173 MAX: 323
TITAN RTX ... MIN: 102 AVG: 194 MAX: 333
RX 580 ...... MIN: 73 AVG: 145 MAX: 195
RX 590 ...... MIN: 81 AVG: 162 MAX: 220
RX Vega 56 .. MIN: 50 AVG: 150 MAX: 271
RX Vega 64 .. MIN: 82 AVG: 177 MAX: 338
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 180 |==================
GTX 1070 .... 228 |======================
GTX 1070 Ti . 224 |======================
GTX 1080 .... 259 |=========================
GTX 1080 Ti . 330 |================================
RTX 2060 .... 347 |==================================
RTX 2070 .... 382 |======================================
RTX 2080 .... 457 |=============================================
RTX 2080 Ti . 605 |============================================================
TITAN RTX ... 610 |============================================================
RX 580 ...... 193 |===================
RX 590 ...... 218 |=====================
RX Vega 56 .. 263 |==========================
RX Vega 64 .. 279 |===========================
amdocl ...... 270 |===========================
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 1.28 |======================
GTX 1070 .... 1.46 |=========================
GTX 1070 Ti . 1.76 |==============================
GTX 1080 .... 1.47 |=========================
GTX 1080 Ti . 1.70 |=============================
RTX 2060 .... 2.76 |===============================================
RTX 2070 .... 3.02 |====================================================
RTX 2080 .... 3.37 |==========================================================
RTX 2080 Ti . 3.05 |====================================================
TITAN RTX ... 3.43 |===========================================================
RX 580 ...... 1.41 |========================
RX 590 ...... 1.22 |=====================
RX Vega 56 .. 1.81 |===============================
RX Vega 64 .. 1.32 |=======================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 52.0 AVG: 56.5 MAX: 59.0
GTX 1070 .... MIN: 55.0 AVG: 60.0 MAX: 64.0
GTX 1070 Ti . MIN: 43.0 AVG: 45.8 MAX: 48.0
GTX 1080 .... MIN: 58.0 AVG: 62.0 MAX: 65.0
GTX 1080 Ti . MIN: 59.0 AVG: 63.0 MAX: 66.0
RTX 2060 .... MIN: 46.0 AVG: 51.8 MAX: 55.0
RTX 2070 .... MIN: 51.0 AVG: 53.3 MAX: 55.0
RTX 2080 .... MIN: 58.0 AVG: 61.5 MAX: 64.0
RTX 2080 Ti . MIN: 50.0 AVG: 51.3 MAX: 53.0
TITAN RTX ... MIN: 51.0 AVG: 54.0 MAX: 58.0
RX 580 ...... MIN: 37.0 AVG: 45.1 MAX: 49.0
RX 590 ...... MIN: 47.0 AVG: 53.5 MAX: 58.0
RX Vega 56 .. MIN: 52.0 AVG: 59.7 MAX: 64.0
RX Vega 64 .. MIN: 52.0 AVG: 59.7 MAX: 65.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 72 AVG: 141 MAX: 159
GTX 1070 .... MIN: 43 AVG: 157 MAX: 186
GTX 1070 Ti . MIN: 49 AVG: 127 MAX: 147
GTX 1080 .... MIN: 116 AVG: 176 MAX: 201
GTX 1080 Ti . MIN: 50 AVG: 194 MAX: 255
RTX 2060 .... MIN: 45 AVG: 126 MAX: 193
RTX 2070 .... MIN: 47 AVG: 126 MAX: 199
RTX 2080 .... MIN: 47 AVG: 136 MAX: 228
RTX 2080 Ti . MIN: 48 AVG: 198 MAX: 287
TITAN RTX ... MIN: 53 AVG: 178 MAX: 299
RX 580 ...... MIN: 73 AVG: 137 MAX: 186
RX 590 ...... MIN: 78 AVG: 179 MAX: 219
RX Vega 56 .. MIN: 49 AVG: 145 MAX: 261
RX Vega 64 .. MIN: 89 AVG: 212 MAX: 333
PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL
Examples Per Second > Higher Is Better
GTX 1060 .... 94.08 |===================
GTX 1070 .... 129.00 |=========================
GTX 1070 Ti . 131.00 |==========================
GTX 1080 .... 143.00 |============================
GTX 1080 Ti . 189.00 |=====================================
RTX 2060 .... 150.00 |==============================
RTX 2070 .... 189.00 |=====================================
RTX 2080 .... 203.00 |========================================
RTX 2080 Ti . 273.00 |======================================================
TITAN RTX ... 289.00 |=========================================================
RX 580 ...... 65.18 |=============
RX 590 ...... 68.69 |==============
RX Vega 56 .. 120.44 |========================
RX Vega 64 .. 137.62 |===========================
amdocl ...... 120.11 |========================
PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL
Examples Per Second Per Watt > Higher Is Better
GTX 1060 .... 0.65 |==============================
GTX 1070 .... 0.79 |====================================
GTX 1070 Ti . 0.89 |=========================================
GTX 1080 .... 0.79 |====================================
GTX 1080 Ti . 0.82 |======================================
RTX 2060 .... 0.90 |=========================================
RTX 2070 .... 1.03 |===============================================
RTX 2080 .... 1.08 |=================================================
RTX 2080 Ti . 1.28 |===========================================================
TITAN RTX ... 1.29 |===========================================================
RX 580 ...... 0.40 |==================
RX 590 ...... 0.37 |=================
RX Vega 56 .. 0.64 |=============================
RX Vega 64 .. 0.64 |=============================
PlaidML
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 52.0 AVG: 58.4 MAX: 62.0
GTX 1070 .... MIN: 56.0 AVG: 62.2 MAX: 66.0
GTX 1070 Ti . MIN: 43.0 AVG: 47.7 MAX: 50.0
GTX 1080 .... MIN: 59.0 AVG: 64.4 MAX: 68.0
GTX 1080 Ti . MIN: 61.0 AVG: 65.7 MAX: 70.0
RTX 2060 .... MIN: 46.0 AVG: 55.7 MAX: 61.0
RTX 2070 .... MIN: 47.0 AVG: 54.5 MAX: 60.0
RTX 2080 .... MIN: 56.0 AVG: 63.5 MAX: 70.0
RTX 2080 Ti . MIN: 49.0 AVG: 54.4 MAX: 59.0
TITAN RTX ... MIN: 50.0 AVG: 55.3 MAX: 61.0
RX 580 ...... MIN: 35.0 AVG: 47.3 MAX: 53.0
RX 590 ...... MIN: 43.0 AVG: 54.2 MAX: 59.0
RX Vega 56 .. MIN: 51.0 AVG: 59.5 MAX: 66.0
RX Vega 64 .. MIN: 50.0 AVG: 60.4 MAX: 68.0
PlaidML
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 73 AVG: 145 MAX: 171
GTX 1070 .... MIN: 43 AVG: 163 MAX: 198
GTX 1070 Ti . MIN: 48 AVG: 147 MAX: 172
GTX 1080 .... MIN: 45 AVG: 181 MAX: 225
GTX 1080 Ti . MIN: 128 AVG: 231 MAX: 297
RTX 2060 .... MIN: 44 AVG: 168 MAX: 215
RTX 2070 .... MIN: 69 AVG: 184 MAX: 246
RTX 2080 .... MIN: 51 AVG: 188 MAX: 269
RTX 2080 Ti . MIN: 48 AVG: 213 MAX: 331
TITAN RTX ... MIN: 55 AVG: 224 MAX: 346
RX 580 ...... MIN: 73 AVG: 164 MAX: 195
RX 590 ...... MIN: 87 AVG: 185 MAX: 216
RX Vega 56 .. MIN: 79 AVG: 188 MAX: 262
RX Vega 64 .. MIN: 53 AVG: 216 MAX: 338
Darktable 2.4.4
Test: Boat - Acceleration: OpenCL
Seconds < Lower Is Better
GTX 1060 .... 3.66 |===============
GTX 1070 .... 2.89 |============
GTX 1070 Ti . 2.93 |============
GTX 1080 .... 2.72 |===========
GTX 1080 Ti . 2.26 |=========
RTX 2060 .... 2.22 |=========
RTX 2070 .... 1.93 |========
RTX 2080 .... 1.92 |========
RTX 2080 Ti . 1.64 |=======
TITAN RTX ... 1.64 |=======
RX 580 ...... 13.54 |========================================================
RX 590 ...... 13.96 |==========================================================
RX Vega 56 .. 13.47 |========================================================
RX Vega 64 .. 13.72 |=========================================================
Darktable 2.4.4
Test: Masskrug - Acceleration: OpenCL
Seconds < Lower Is Better
GTX 1060 .... 4.17 |=============================================
GTX 1070 .... 3.92 |==========================================
GTX 1070 Ti . 4.01 |===========================================
GTX 1080 .... 3.97 |===========================================
GTX 1080 Ti . 3.87 |==========================================
RTX 2060 .... 3.82 |=========================================
RTX 2070 .... 3.68 |========================================
RTX 2080 .... 3.78 |=========================================
RTX 2080 Ti . 3.69 |========================================
TITAN RTX ... 3.69 |========================================
RX 580 ...... 5.30 |=========================================================
RX 590 ...... 5.45 |===========================================================
RX Vega 56 .. 5.28 |=========================================================
RX Vega 64 .. 5.32 |==========================================================
Darktable 2.4.4
Test: Server Room - Acceleration: OpenCL
Seconds < Lower Is Better
GTX 1060 .... 1.31 |==================
GTX 1070 .... 1.10 |===============
GTX 1070 Ti . 1.16 |================
GTX 1080 .... 1.10 |===============
GTX 1080 Ti . 1.03 |==============
RTX 2060 .... 0.82 |===========
RTX 2070 .... 0.75 |==========
RTX 2080 .... 0.81 |===========
RTX 2080 Ti . 0.75 |==========
TITAN RTX ... 0.74 |==========
RX 580 ...... 4.18 |==========================================================
RX 590 ...... 4.28 |===========================================================
RX Vega 56 .. 4.18 |==========================================================
RX Vega 64 .. 4.21 |==========================================================
Darktable 2.4.4
Test: Server Rack - Acceleration: OpenCL
Seconds < Lower Is Better
GTX 1060 .... 0.13 |=============================================
GTX 1070 .... 0.12 |==========================================
GTX 1070 Ti . 0.13 |=============================================
GTX 1080 .... 0.13 |=============================================
GTX 1080 Ti . 0.12 |==========================================
RTX 2060 .... 0.11 |======================================
RTX 2070 .... 0.10 |===================================
RTX 2080 .... 0.11 |======================================
RTX 2080 Ti . 0.10 |===================================
TITAN RTX ... 0.10 |===================================
RX 580 ...... 0.17 |===========================================================
RX 590 ...... 0.17 |===========================================================
RX Vega 56 .. 0.17 |===========================================================
RX Vega 64 .. 0.17 |===========================================================
LuxMark 3.1
OpenCL Device: GPU - Scene: Luxball HDR
Score > Higher Is Better
GTX 1060 .... 12256 |===============
GTX 1070 .... 17287 |======================
GTX 1070 Ti . 16776 |=====================
GTX 1080 .... 13803 |=================
GTX 1080 Ti . 21682 |===========================
RTX 2060 .... 21356 |===========================
RTX 2070 .... 29532 |=====================================
RTX 2080 .... 29146 |=====================================
RTX 2080 Ti . 42787 |======================================================
TITAN RTX ... 46022 |==========================================================
RX 580 ...... 15271 |===================
RX 590 ...... 17221 |======================
RX Vega 56 .. 31079 |=======================================
RX Vega 64 .. 32565 |=========================================
amdocl ...... 28140 |===================================
LuxMark 3.1
OpenCL Device: GPU - Scene: Luxball HDR
Score Per Watt > Higher Is Better
GTX 1060 .... 85.53 |===================================
GTX 1070 .... 98.48 |=========================================
GTX 1070 Ti . 114.16 |===============================================
GTX 1080 .... 79.42 |=================================
GTX 1080 Ti . 89.34 |=====================================
RTX 2060 .... 110.80 |==============================================
RTX 2070 .... 131.09 |======================================================
RTX 2080 .... 123.99 |===================================================
RTX 2080 Ti . 133.42 |=======================================================
TITAN RTX ... 137.54 |=========================================================
RX 580 ...... 80.53 |=================================
RX 590 ...... 78.90 |=================================
RX Vega 56 .. 120.58 |==================================================
RX Vega 64 .. 98.89 |=========================================
LuxMark 3.1
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 43.0 AVG: 58.4 MAX: 61.0
GTX 1070 .... MIN: 54.0 AVG: 67.1 MAX: 70.0
GTX 1070 Ti . MIN: 41.0 AVG: 48.9 MAX: 51.0
GTX 1080 .... MIN: 49.0 AVG: 64.5 MAX: 67.0
GTX 1080 Ti . MIN: 56.0 AVG: 72.6 MAX: 75.0
RTX 2060 .... MIN: 49.0 AVG: 63.7 MAX: 67.0
RTX 2070 .... MIN: 47.0 AVG: 67.5 MAX: 72.0
RTX 2080 .... MIN: 48.0 AVG: 75.0 MAX: 79.0
RTX 2080 Ti . MIN: 49.0 AVG: 69.9 MAX: 74.0
TITAN RTX ... MIN: 44.0 AVG: 72.0 MAX: 78.0
RX 580 ...... MIN: 29.0 AVG: 55.2 MAX: 60.0
RX 590 ...... MIN: 44.0 AVG: 65.3 MAX: 73.0
RX Vega 56 .. MIN: 44.0 AVG: 69.7 MAX: 74.0
RX Vega 64 .. MIN: 43.0 AVG: 79.3 MAX: 86.0
LuxMark 3.1
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 111 AVG: 143 MAX: 145
GTX 1070 .... MIN: 83 AVG: 176 MAX: 179
GTX 1070 Ti . MIN: 48 AVG: 147 MAX: 150
GTX 1080 .... MIN: 89 AVG: 174 MAX: 176
GTX 1080 Ti . MIN: 162 AVG: 243 MAX: 248
RTX 2060 .... MIN: 44 AVG: 193 MAX: 197
RTX 2070 .... MIN: 46 AVG: 225 MAX: 233
RTX 2080 .... MIN: 49 AVG: 235 MAX: 244
RTX 2080 Ti . MIN: 48 AVG: 321 MAX: 332
TITAN RTX ... MIN: 51 AVG: 335 MAX: 352
RX 580 ...... MIN: 72 AVG: 190 MAX: 197
RX 590 ...... MIN: 82 AVG: 218 MAX: 229
RX Vega 56 .. MIN: 60 AVG: 258 MAX: 269
RX Vega 64 .. MIN: 50 AVG: 329 MAX: 339
cl-mem 2017-01-13
Benchmark: Read
GB/s > Higher Is Better
GTX 1060 .... 153 |================
GTX 1070 .... 205 |======================
GTX 1070 Ti . 205 |======================
GTX 1080 .... 229 |========================
GTX 1080 Ti . 337 |====================================
RTX 2060 .... 296 |===============================
RTX 2070 .... 392 |==========================================
RTX 2080 .... 392 |==========================================
RTX 2080 Ti . 544 |==========================================================
TITAN RTX ... 565 |============================================================
RX 580 ...... 162 |=================
RX 590 ...... 178 |===================
RX Vega 56 .. 151 |================
RX Vega 64 .. 159 |=================
amdocl ...... 340 |====================================
cl-mem 2017-01-13
Benchmark: Read
GB/s Per Watt > Higher Is Better
GTX 1060 .... 1.33 |======================
GTX 1070 .... 1.59 |==========================
GTX 1070 Ti . 1.69 |============================
GTX 1080 .... 1.54 |=========================
GTX 1080 Ti . 2.09 |==================================
RTX 2060 .... 2.34 |======================================
RTX 2070 .... 2.69 |============================================
RTX 2080 .... 2.65 |===========================================
TITAN RTX ... 3.62 |===========================================================
RX 580 ...... 1.12 |==================
RX 590 ...... 1.01 |================
RX Vega 56 .. 0.99 |================
RX Vega 64 .. 0.75 |============
cl-mem 2017-01-13
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 54.0 AVG: 55.9 MAX: 57.0
GTX 1070 .... MIN: 64.0 AVG: 64.8 MAX: 66.0
GTX 1070 Ti . MIN: 47.0 AVG: 47.0 MAX: 47.0
GTX 1080 .... MIN: 63.0 AVG: 64.2 MAX: 65.0
GTX 1080 Ti . MIN: 68.0 AVG: 68.3 MAX: 69.0
RTX 2060 .... MIN: 56.0 AVG: 58.5 MAX: 60.0
RTX 2070 .... MIN: 60.0 AVG: 62.0 MAX: 63.0
RTX 2080 .... MIN: 67.0 AVG: 68.7 MAX: 70.0
RTX 2080 Ti . MIN: 66.0 AVG: 67.0 MAX: 68.0
TITAN RTX ... MIN: 66.0 AVG: 68.3 MAX: 70.0
RX 580 ...... MIN: 47.0 AVG: 52.0 MAX: 53.0
RX 590 ...... MIN: 59.0 AVG: 64.0 MAX: 66.0
RX Vega 56 .. MIN: 64.0 AVG: 66.0 MAX: 68.0
RX Vega 64 .. MIN: 61.0 AVG: 66.4 MAX: 69.0
cl-mem 2017-01-13
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 56 AVG: 115 MAX: 126
GTX 1070 .... MIN: 47 AVG: 129 MAX: 151
GTX 1070 Ti . MIN: 49 AVG: 121 MAX: 140
GTX 1080 .... MIN: 102 AVG: 149 MAX: 163
GTX 1080 Ti . MIN: 53 AVG: 162 MAX: 218
RTX 2060 .... MIN: 46 AVG: 127 MAX: 160
RTX 2070 .... MIN: 49 AVG: 146 MAX: 196
RTX 2080 .... MIN: 50 AVG: 148 MAX: 198
RTX 2080 Ti . MIN: 58 AVG: 161 MAX: 265
TITAN RTX ... MIN: 55 AVG: 156 MAX: 267
RX 580 ...... MIN: 74 AVG: 144 MAX: 171
RX 590 ...... MIN: 82 AVG: 176 MAX: 207
RX Vega 56 .. MIN: 51 AVG: 153 MAX: 254
RX Vega 64 .. MIN: 55 AVG: 212 MAX: 298
cl-mem 2017-01-13
Benchmark: Write
GB/s > Higher Is Better
GTX 1060 .... 139 |=================
GTX 1070 .... 192 |========================
GTX 1070 Ti . 190 |=======================
GTX 1080 .... 216 |===========================
GTX 1080 Ti . 336 |=========================================
RTX 2060 .... 245 |==============================
RTX 2070 .... 313 |======================================
RTX 2080 .... 323 |========================================
RTX 2080 Ti . 439 |======================================================
TITAN RTX ... 489 |============================================================
RX 580 ...... 179 |======================
RX 590 ...... 185 |=======================
RX Vega 56 .. 305 |=====================================
RX Vega 64 .. 356 |============================================
amdocl ...... 325 |========================================
cl-mem 2017-01-13
Benchmark: Write
GB/s Per Watt > Higher Is Better
GTX 1060 .... 1.42 |==============================
GTX 1070 .... 1.40 |=============================
GTX 1070 Ti . 1.52 |================================
GTX 1080 .... 1.53 |================================
GTX 1080 Ti . 1.54 |================================
RTX 2060 .... 1.87 |=======================================
RTX 2070 .... 2.25 |===============================================
RTX 2080 .... 2.50 |====================================================
RTX 2080 Ti . 2.83 |===========================================================
TITAN RTX ... 2.57 |======================================================
RX 580 ...... 1.21 |=========================
RX 590 ...... 1.15 |========================
RX Vega 56 .. 1.33 |============================
RX Vega 64 .. 1.86 |=======================================
cl-mem 2017-01-13
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 53.0 AVG: 53.0 MAX: 53.0
GTX 1070 .... MIN: 60.0 AVG: 60.6 MAX: 61.0
GTX 1070 Ti . MIN: 43.0 AVG: 44.8 MAX: 46.0
GTX 1080 .... MIN: 60.0 AVG: 60.2 MAX: 61.0
GTX 1080 Ti . MIN: 64.0 AVG: 64.0 MAX: 64.0
RTX 2060 .... MIN: 55.0 AVG: 56.0 MAX: 57.0
RTX 2070 .... MIN: 54.0 AVG: 55.3 MAX: 56.0
RTX 2080 .... MIN: 61.0 AVG: 63.8 MAX: 65.0
RTX 2080 Ti . MIN: 61.0 AVG: 62.0 MAX: 63.0
TITAN RTX ... MIN: 59.0 AVG: 63.0 MAX: 65.0
RX 580 ...... MIN: 49.0 AVG: 49.6 MAX: 50.0
RX 590 ...... MIN: 56.0 AVG: 59.5 MAX: 62.0
RX Vega 56 .. MIN: 51.0 AVG: 58.6 MAX: 62.0
RX Vega 64 .. MIN: 59.0 AVG: 62.4 MAX: 65.0
cl-mem 2017-01-13
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 43 AVG: 98 MAX: 126
GTX 1070 .... MIN: 84 AVG: 137 MAX: 152
GTX 1070 Ti . MIN: 50 AVG: 125 MAX: 141
GTX 1080 .... MIN: 92 AVG: 141 MAX: 162
GTX 1080 Ti . MIN: 216 AVG: 218 MAX: 219
RTX 2060 .... MIN: 44 AVG: 132 MAX: 164
RTX 2070 .... MIN: 47 AVG: 140 MAX: 186
RTX 2080 .... MIN: 99 AVG: 129 MAX: 169
RTX 2080 Ti . MIN: 51 AVG: 155 MAX: 244
TITAN RTX ... MIN: 55 AVG: 190 MAX: 258
RX 580 ...... MIN: 73 AVG: 147 MAX: 169
RX 590 ...... MIN: 79 AVG: 161 MAX: 201
RX Vega 56 .. MIN: 208 AVG: 230 MAX: 252
RX Vega 64 .. MIN: 53 AVG: 191 MAX: 276
cl-mem 2017-01-13
Benchmark: Copy
GB/s > Higher Is Better
GTX 1060 .... 138 |=================
GTX 1070 .... 187 |=======================
GTX 1070 Ti . 187 |=======================
GTX 1080 .... 209 |==========================
GTX 1080 Ti . 317 |=======================================
RTX 2060 .... 247 |===============================
RTX 2070 .... 330 |=========================================
RTX 2080 .... 327 |=========================================
RTX 2080 Ti . 454 |========================================================
TITAN RTX ... 483 |============================================================
RX 580 ...... 184 |=======================
RX 590 ...... 193 |========================
RX Vega 56 .. 204 |=========================
RX Vega 64 .. 222 |============================
amdocl ...... 309 |======================================
cl-mem 2017-01-13
Benchmark: Copy
GB/s Per Watt > Higher Is Better
GTX 1060 .... 1.28 |=================================
GTX 1070 .... 1.41 |====================================
GTX 1070 Ti . 1.65 |==========================================
GTX 1080 .... 1.76 |=============================================
GTX 1080 Ti . 2.27 |==========================================================
RTX 2060 .... 2.22 |=========================================================
RTX 2080 .... 2.31 |===========================================================
RX 580 ...... 1.30 |=================================
RX 590 ...... 0.97 |=========================
RX Vega 56 .. 1.00 |==========================
RX Vega 64 .. 1.12 |=============================
cl-mem 2017-01-13
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 48.0 AVG: 51.1 MAX: 52.0
GTX 1070 .... MIN: 55.0 AVG: 57.2 MAX: 58.0
GTX 1070 Ti . MIN: 43.0 AVG: 44.0 MAX: 45.0
GTX 1080 .... MIN: 56.0 AVG: 57.0 MAX: 58.0
GTX 1080 Ti . MIN: 60.0 AVG: 60.7 MAX: 61.0
RTX 2060 .... MIN: 49.0 AVG: 54.0 MAX: 56.0
RTX 2070 .... MIN: 50.0 AVG: 53.7 MAX: 56.0
RTX 2080 .... MIN: 62.0 AVG: 62.0 MAX: 62.0
RTX 2080 Ti . MIN: 56.0 AVG: 58.3 MAX: 61.0
TITAN RTX ... MIN: 60.0 AVG: 61.0 MAX: 62.0
RX 580 ...... MIN: 41.0 AVG: 46.8 MAX: 49.0
RX 590 ...... MIN: 53.0 AVG: 55.5 MAX: 57.0
RX Vega 56 .. MIN: 48.0 AVG: 55.2 MAX: 60.0
RX Vega 64 .. MIN: 58.0 AVG: 59.8 MAX: 62.0
cl-mem 2017-01-13
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 58 AVG: 108 MAX: 126
GTX 1070 .... MIN: 65 AVG: 132 MAX: 151
GTX 1070 Ti . MIN: 49 AVG: 113 MAX: 139
GTX 1080 .... MIN: 43 AVG: 119 MAX: 162
GTX 1080 Ti . MIN: 50 AVG: 140 MAX: 193
RTX 2060 .... MIN: 44 AVG: 111 MAX: 157
RTX 2070 .... MIN: 116 AVG: 151 MAX: 185
RTX 2080 .... MIN: 53 AVG: 142 MAX: 187
RTX 2080 Ti . MIN: 136 AVG: 198 MAX: 261
TITAN RTX ... MIN: 55 AVG: 100 MAX: 144
RX 580 ...... MIN: 73 AVG: 141 MAX: 169
RX 590 ...... MIN: 194 AVG: 200 MAX: 204
RX Vega 56 .. MIN: 50 AVG: 203 MAX: 253
RX Vega 64 .. MIN: 52 AVG: 198 MAX: 329
clpeak
OpenCL Test: Global Memory Bandwidth
GBPS > Higher Is Better
GTX 1060 .... 145 |=================
GTX 1070 .... 196 |======================
GTX 1070 Ti . 197 |=======================
GTX 1080 .... 222 |=========================
GTX 1080 Ti . 329 |======================================
RTX 2060 .... 276 |================================
RTX 2070 .... 365 |==========================================
RTX 2080 .... 368 |==========================================
RTX 2080 Ti . 505 |==========================================================
TITAN RTX ... 525 |============================================================
RX 580 ...... 206 |========================
RX 590 ...... 217 |=========================
RX Vega 56 .. 317 |====================================
RX Vega 64 .. 362 |=========================================
amdocl ...... 318 |====================================
clpeak
OpenCL Test: Single-Precision Float
GFLOPS > Higher Is Better
GTX 1060 .... 4239 |===============
GTX 1070 .... 5878 |=====================
GTX 1070 Ti . 6776 |========================
GTX 1080 .... 7934 |============================
GTX 1080 Ti . 10853 |======================================
RTX 2060 .... 6630 |=======================
RTX 2070 .... 7968 |============================
RTX 2080 .... 10270 |====================================
RTX 2080 Ti . 15352 |======================================================
TITAN RTX ... 16386 |==========================================================
RX 580 ...... 6202 |======================
RX 590 ...... 7069 |=========================
RX Vega 56 .. 10357 |=====================================
RX Vega 64 .. 12469 |============================================
amdocl ...... 10591 |=====================================
clpeak
OpenCL Test: Double-Precision Double
GFLOPS > Higher Is Better
GTX 1060 .... 151 |===========
GTX 1070 .... 224 |================
GTX 1070 Ti . 242 |=================
GTX 1080 .... 297 |=====================
GTX 1080 Ti . 415 |==============================
RTX 2060 .... 231 |=================
RTX 2070 .... 266 |===================
RTX 2080 .... 343 |=========================
RTX 2080 Ti . 519 |=====================================
TITAN RTX ... 540 |=======================================
RX 580 ...... 392 |============================
RX 590 ...... 436 |===============================
RX Vega 56 .. 698 |==================================================
RX Vega 64 .. 833 |============================================================
amdocl ...... 689 |==================================================
clpeak
OpenCL Test: Integer Compute INT
GIOPS > Higher Is Better
GTX 1060 .... 1252 |=====
GTX 1070 .... 1681 |=======
GTX 1070 Ti . 2068 |========
GTX 1080 .... 2398 |=========
GTX 1080 Ti . 3263 |=============
RTX 2060 .... 6705 |==========================
RTX 2070 .... 7780 |==============================
RTX 2080 .... 9952 |=======================================
RTX 2080 Ti . 14906 |==========================================================
TITAN RTX ... 14848 |==========================================================
RX 580 ...... 1252 |=====
RX 590 ...... 1416 |======
RX Vega 56 .. 1997 |========
RX Vega 64 .. 2479 |==========
amdocl ...... 1961 |========
clpeak
OpenCL Test: Transfer Bandwidth enqueueWriteBuffer
GBPS > Higher Is Better
GTX 1060 .... 12.54 |================
GTX 1070 .... 12.60 |================
GTX 1070 Ti . 12.55 |================
GTX 1080 .... 12.59 |================
GTX 1080 Ti . 12.57 |================
RTX 2060 .... 12.60 |================
RTX 2070 .... 12.48 |================
RTX 2080 .... 12.52 |================
RTX 2080 Ti . 12.59 |================
TITAN RTX ... 12.58 |================
RX 580 ...... 44.97 |==========================================================
RX 590 ...... 44.19 |=========================================================
RX Vega 56 .. 44.97 |==========================================================
RX Vega 64 .. 44.31 |=========================================================
amdocl ...... 37.97 |=================================================
clpeak
OpenCL Test: Transfer Bandwidth enqueueReadBuffer
GBPS > Higher Is Better
GTX 1060 .... 11.15 |=======================================
GTX 1070 .... 11.33 |========================================
GTX 1070 Ti . 11.15 |=======================================
GTX 1080 .... 11.34 |========================================
GTX 1080 Ti . 11.29 |=======================================
RTX 2060 .... 11.29 |=======================================
RTX 2070 .... 11.25 |=======================================
RTX 2080 .... 11.13 |=======================================
RTX 2080 Ti . 11.29 |=======================================
TITAN RTX ... 11.16 |=======================================
RX 580 ...... 15.84 |=======================================================
RX 590 ...... 15.92 |========================================================
RX Vega 56 .. 16.63 |==========================================================
RX Vega 64 .. 16.22 |=========================================================
amdocl ...... 15.79 |=======================================================
clpeak
OpenCL Test: Kernel Latency
us < Lower Is Better
GTX 1060 .... 3.78 |======
GTX 1070 .... 3.64 |======
GTX 1070 Ti . 3.92 |=======
GTX 1080 .... 3.77 |======
GTX 1080 Ti . 3.99 |=======
RTX 2060 .... 3.65 |======
RTX 2070 .... 3.64 |======
RTX 2080 .... 3.65 |======
RTX 2080 Ti . 3.83 |=======
TITAN RTX ... 3.85 |=======
RX 580 ...... 4.97 |=========
RX 590 ...... 4.69 |========
RX Vega 56 .. 7.01 |============
RX Vega 64 .. 6.96 |============
amdocl ...... 33.79 |==========================================================
SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: Texture Read Bandwidth
GB/s > Higher Is Better
GTX 1060 .... 411 |=====================
GTX 1070 .... 447 |======================
GTX 1070 Ti . 433 |======================
GTX 1080 .... 527 |===========================
GTX 1080 Ti . 596 |==============================
RTX 2060 .... 1024 |====================================================
RTX 2070 .... 1077 |======================================================
RTX 2080 .... 1121 |========================================================
RTX 2080 Ti . 1173 |===========================================================
TITAN RTX ... 1158 |==========================================================
RX 580 ...... 211 |===========
RX 590 ...... 241 |============
RX Vega 56 .. 355 |==================
RX Vega 64 .. 425 |=====================
amdocl ...... 369 |===================
SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: Texture Read Bandwidth
GB/s Per Watt > Higher Is Better
GTX 1060 .... 3.90 |=================================
GTX 1070 .... 3.42 |=============================
GTX 1070 Ti . 3.54 |==============================
GTX 1080 .... 3.91 |==================================
GTX 1080 Ti . 3.30 |============================
RTX 2060 .... 6.43 |=======================================================
RTX 2070 .... 6.88 |===========================================================
RTX 2080 .... 5.97 |===================================================
RTX 2080 Ti . 4.98 |===========================================
TITAN RTX ... 4.73 |=========================================
RX 580 ...... 1.61 |==============
RX 590 ...... 1.50 |=============
RX Vega 56 .. 2.04 |=================
RX Vega 64 .. 1.86 |================
SHOC Scalable HeterOgeneous Computing 2015-11-10
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 46.0 AVG: 48.5 MAX: 49.0
GTX 1070 .... MIN: 57.0 AVG: 57.3 MAX: 58.0
GTX 1070 Ti . MIN: 42.0 AVG: 42.6 MAX: 43.0
GTX 1080 .... MIN: 54.0 AVG: 55.5 MAX: 57.0
GTX 1080 Ti . MIN: 56.0 AVG: 59.7 MAX: 61.0
RTX 2060 .... MIN: 48.0 AVG: 54.5 MAX: 56.0
RTX 2070 .... MIN: 52.0 AVG: 54.2 MAX: 56.0
RTX 2080 .... MIN: 57.0 AVG: 63.9 MAX: 67.0
RTX 2080 Ti . MIN: 59.0 AVG: 62.0 MAX: 65.0
TITAN RTX ... MIN: 55.0 AVG: 63.4 MAX: 66.0
RX 580 ...... MIN: 31.0 AVG: 41.4 MAX: 45.0
RX 590 ...... MIN: 35.0 AVG: 43.1 MAX: 47.0
RX Vega 56 .. MIN: 38.0 AVG: 46.3 MAX: 52.0
RX Vega 64 .. MIN: 49.0 AVG: 59.9 MAX: 65.0
SHOC Scalable HeterOgeneous Computing 2015-11-10
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 42 AVG: 105 MAX: 135
GTX 1070 .... MIN: 43 AVG: 131 MAX: 159
GTX 1070 Ti . MIN: 48 AVG: 122 MAX: 144
GTX 1080 .... MIN: 43 AVG: 135 MAX: 164
GTX 1080 Ti . MIN: 54 AVG: 180 MAX: 218
RTX 2060 .... MIN: 149 AVG: 159 MAX: 178
RTX 2070 .... MIN: 52 AVG: 156 MAX: 195
RTX 2080 .... MIN: 170 AVG: 188 MAX: 214
RTX 2080 Ti . MIN: 49 AVG: 235 MAX: 283
TITAN RTX ... MIN: 49 AVG: 245 MAX: 287
RX 580 ...... MIN: 69 AVG: 131 MAX: 160
RX 590 ...... MIN: 78 AVG: 161 MAX: 187
RX Vega 56 .. MIN: 47 AVG: 174 MAX: 235
RX Vega 64 .. MIN: 50 AVG: 229 MAX: 264
SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: FFT SP
GFLOPS > Higher Is Better
GTX 1060 .... 297 |===========
GTX 1070 .... 453 |=================
GTX 1070 Ti . 501 |===================
GTX 1080 .... 575 |======================
GTX 1080 Ti . 972 |=====================================
RTX 2060 .... 803 |===============================
RTX 2070 .... 988 |======================================
RTX 2080 .... 1083 |=========================================
RTX 2080 Ti . 1445 |=======================================================
TITAN RTX ... 1553 |===========================================================
RX 580 ...... 547 |=====================
RX 590 ...... 570 |======================
RX Vega 56 .. 927 |===================================
RX Vega 64 .. 922 |===================================
amdocl ...... 895 |==================================
SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: MD5 Hash
GHash/s > Higher Is Better
GTX 1060 .... 7.28 |============
GTX 1070 .... 10.47 |=================
GTX 1070 Ti . 11.63 |===================
GTX 1080 .... 14.19 |=======================
GTX 1080 Ti . 19.68 |===============================
RTX 2060 .... 15.87 |=========================
RTX 2070 .... 18.42 |=============================
RTX 2080 .... 23.74 |======================================
RTX 2080 Ti . 35.13 |========================================================
TITAN RTX ... 36.28 |==========================================================
RX 580 ...... 8.05 |=============
RX 590 ...... 9.16 |===============
RX Vega 56 .. 12.70 |====================
RX Vega 64 .. 16.39 |==========================
amdocl ...... 12.95 |=====================
SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: Triad
GB/s > Higher Is Better
GTX 1060 .... 11.93 |=======================================================
GTX 1070 .... 12.19 |========================================================
GTX 1070 Ti . 12.19 |========================================================
GTX 1080 .... 12.30 |========================================================
GTX 1080 Ti . 12.51 |=========================================================
RTX 2060 .... 12.43 |=========================================================
RTX 2070 .... 12.57 |=========================================================
RTX 2080 .... 12.57 |=========================================================
RTX 2080 Ti . 12.68 |==========================================================
TITAN RTX ... 12.68 |==========================================================
RX 580 ...... 9.10 |==========================================
RX 590 ...... 9.36 |===========================================
RX Vega 56 .. 7.55 |===================================
RX Vega 64 .. 7.54 |==================================
amdocl ...... 12.44 |=========================================================
JuliaGPU 1.2pts1
OpenCL Device: GPU
Samples/sec > Higher Is Better
GTX 1060 .... 183782626 |===========================
GTX 1070 .... 218172062 |================================
GTX 1070 Ti . 221548016 |=================================
GTX 1080 .... 239131324 |===================================
GTX 1080 Ti . 265162875 |=======================================
RTX 2060 .... 251611989 |=====================================
RTX 2070 .... 265682046 |=======================================
RTX 2080 .... 278829238 |=========================================
RTX 2080 Ti . 300922241 |============================================
TITAN RTX ... 303665447 |=============================================
RX 580 ...... 283078851 |==========================================
RX 590 ...... 302623440 |=============================================
RX Vega 56 .. 346484064 |===================================================
RX Vega 64 .. 366159438 |======================================================
amdocl ...... 312792565 |==============================================
JuliaGPU 1.2pts1
OpenCL Device: GPU
Samples/sec Per Watt > Higher Is Better
GTX 1060 .... 1629857 |==================
GTX 1070 .... 1867592 |====================
GTX 1070 Ti . 1980229 |======================
GTX 1080 .... 1882924 |=====================
GTX 1080 Ti . 1666119 |==================
RTX 2060 .... 2236054 |========================
RTX 2070 .... 2279065 |=========================
RTX 2080 .... 2070002 |=======================
RTX 2080 Ti . 2042921 |======================
TITAN RTX ... 2042478 |======================
RX 580 ...... 2141832 |=======================
RX 590 ...... 2124046 |=======================
RX Vega 56 .. 2159676 |========================
RX Vega 64 .. 5140282 |========================================================
JuliaGPU 1.2pts1
GPU Temperature Monitor
Celsius < Lower Is Better
GTX 1060 .... MIN: 46.0 AVG: 47.2 MAX: 49.0
GTX 1070 .... MIN: 53.0 AVG: 54.4 MAX: 56.0
GTX 1070 Ti . MIN: 38.0 AVG: 40.6 MAX: 42.0
GTX 1080 .... MIN: 51.0 AVG: 52.5 MAX: 54.0
GTX 1080 Ti . MIN: 52.0 AVG: 54.6 MAX: 57.0
RTX 2060 .... MIN: 43.0 AVG: 47.5 MAX: 50.0
RTX 2070 .... MIN: 46.0 AVG: 47.0 MAX: 48.0
RTX 2080 .... MIN: 53.0 AVG: 54.5 MAX: 56.0
RTX 2080 Ti . MIN: 48.0 AVG: 51.3 MAX: 53.0
TITAN RTX ... MIN: 49.0 AVG: 52.5 MAX: 54.0
RX 580 ...... MIN: 36.0 AVG: 42.8 MAX: 46.0
RX 590 ...... MIN: 45.0 AVG: 48.0 MAX: 49.0
RX Vega 56 .. MIN: 40.0 AVG: 42.7 MAX: 45.0
RX Vega 64 .. MIN: 50.0 AVG: 52.3 MAX: 55.0
JuliaGPU 1.2pts1
System Power Consumption Monitor
Watts < Lower Is Better
GTX 1060 .... MIN: 58 AVG: 113 MAX: 128
GTX 1070 .... MIN: 42 AVG: 117 MAX: 147
GTX 1070 Ti . MIN: 48 AVG: 112 MAX: 128
GTX 1080 .... MIN: 42 AVG: 127 MAX: 158
GTX 1080 Ti . MIN: 68 AVG: 159 MAX: 190
RTX 2060 .... MIN: 44 AVG: 113 MAX: 154
RTX 2070 .... MIN: 53 AVG: 117 MAX: 157
RTX 2080 .... MIN: 46 AVG: 135 MAX: 169
RTX 2080 Ti . MIN: 100 AVG: 147 MAX: 200
TITAN RTX ... MIN: 51 AVG: 149 MAX: 204
RX 580 ...... MIN: 94 AVG: 132 MAX: 161
RX 590 ...... MIN: 76 AVG: 142 MAX: 179
RX Vega 56 .. MIN: 48 AVG: 160 MAX: 218
RX Vega 64 .. MIN: 50 AVG: 71 MAX: 89
GPU Temperature Monitor
Phoronix Test Suite System Monitoring
Celsius
GTX 1070 .... MIN: 32 AVG: 62 MAX: 76
GTX 1070 Ti . MIN: 38 AVG: 46 MAX: 53
GTX 1080 .... MIN: 31 AVG: 60 MAX: 74
GTX 1080 Ti . MIN: 39 AVG: 66 MAX: 82
RTX 2060 .... MIN: 37 AVG: 56 MAX: 70
RTX 2070 .... MIN: 32 AVG: 57 MAX: 74
RTX 2080 .... MIN: 48 AVG: 67 MAX: 83
RTX 2080 Ti . MIN: 43 AVG: 62 MAX: 77
TITAN RTX ... MIN: 33 AVG: 63 MAX: 79
System Power Consumption Monitor
Phoronix Test Suite System Monitoring
Watts
GTX 1070 .... MIN: 42 AVG: 142 MAX: 281
GTX 1070 Ti . MIN: 47 AVG: 123 MAX: 256
GTX 1080 .... MIN: 40 AVG: 144 MAX: 318
GTX 1080 Ti . MIN: 47 AVG: 199 MAX: 370
RTX 2060 .... MIN: 43 AVG: 144 MAX: 300
RTX 2070 .... MIN: 44 AVG: 160 MAX: 318
RTX 2080 .... MIN: 46 AVG: 177 MAX: 335
RTX 2080 Ti . MIN: 47 AVG: 221 MAX: 368
TITAN RTX ... MIN: 49 AVG: 228 MAX: 363
Darktable 2.4.4
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 33.0 AVG: 35.0 MAX: 39.0
RX 590 ..... MIN: 39.0 AVG: 41.7 MAX: 45.0
RX Vega 56 . MIN: 42.0 AVG: 43.8 MAX: 49.0
RX Vega 64 . MIN: 44.0 AVG: 46.5 MAX: 52.0
Darktable 2.4.4
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 74 AVG: 164 MAX: 185
RX 590 ..... MIN: 81 AVG: 170 MAX: 205
RX Vega 56 . MIN: 119 AVG: 139 MAX: 147
RX Vega 64 . MIN: 53 AVG: 133 MAX: 151
Darktable 2.4.4
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 30.0 AVG: 30.8 MAX: 31.0
RX 590 ..... MIN: 38.0 AVG: 38.3 MAX: 39.0
RX Vega 56 . MIN: 41.0 AVG: 41.4 MAX: 42.0
RX Vega 64 . MIN: 42.0 AVG: 42.7 MAX: 43.0
Darktable 2.4.4
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 73 AVG: 131 MAX: 187
RX 590 ..... MIN: 79 AVG: 146 MAX: 179
RX Vega 56 . MIN: 48 AVG: 111 MAX: 178
RX Vega 64 . MIN: 127 AVG: 139 MAX: 151
Darktable 2.4.4
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 30.0 AVG: 30.0 MAX: 30.0
RX 590 ..... MIN: 37.0 AVG: 37.7 MAX: 38.0
RX Vega 56 . MIN: 40.0 AVG: 40.3 MAX: 41.0
RX Vega 64 . MIN: 42.0 AVG: 42.0 MAX: 42.0
Darktable 2.4.4
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 71 AVG: 102 MAX: 181
RX 590 ..... MIN: 78 AVG: 115 MAX: 146
RX Vega 56 . MIN: 48 AVG: 83 MAX: 116
RX Vega 64 . MIN: 160 AVG: 171 MAX: 182
Darktable 2.4.4
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... 30.00 |===========================================
RX 590 ..... 37.00 |=====================================================
RX Vega 56 . 40.00 |==========================================================
RX Vega 64 . 41.00 |===========================================================
Darktable 2.4.4
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 71 AVG: 71 MAX: 71 X
RX 590 ..... MIN: 78 AVG: 78 MAX: 78 X
RX Vega 56 . MIN: 48 AVG: 52 MAX: 55 |##X
RX Vega 64 . MIN: 50 AVG: 71 MAX: 91 |################X
clpeak
OpenCL Test: Global Memory Bandwidth
GBPS Per Watt > Higher Is Better
RX 580 ..... 2.08 |==============================
RX 590 ..... 2.02 |=============================
RX Vega 56 . 3.89 |=========================================================
RX Vega 64 . 4.13 |============================================================
clpeak
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 31.0 AVG: 33.3 MAX: 41.0
RX 590 ..... MIN: 37.0 AVG: 39.7 MAX: 48.0
RX Vega 56 . MIN: 39.0 AVG: 41.4 MAX: 48.0
RX Vega 64 . MIN: 41.0 AVG: 43.8 MAX: 49.0
clpeak
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 73 AVG: 99 MAX: 102
RX 590 ..... MIN: 79 AVG: 107 MAX: 128
RX Vega 56 . MIN: 49 AVG: 82 MAX: 259
RX Vega 64 . MIN: 52 AVG: 88 MAX: 273
clpeak
OpenCL Test: Single-Precision Float
GFLOPS Per Watt > Higher Is Better
RX 580 ..... 61.58 |=======================
RX 590 ..... 66.87 |=========================
RX Vega 56 . 135.00 |===================================================
RX Vega 64 . 154.00 |==========================================================
clpeak
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 32.0 AVG: 32.7 MAX: 45.0
RX 590 ..... MIN: 36.0 AVG: 37.4 MAX: 48.0
RX Vega 56 . MIN: 36.0 AVG: 37.9 MAX: 40.0
RX Vega 64 . MIN: 38.0 AVG: 40.1 MAX: 43.0
clpeak
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 69 AVG: 101 MAX: 187
RX 590 ..... MIN: 77 AVG: 106 MAX: 119
RX Vega 56 . MIN: 48 AVG: 77 MAX: 78
RX Vega 64 . MIN: 50 AVG: 81 MAX: 183
clpeak
OpenCL Test: Double-Precision Double
GFLOPS Per Watt > Higher Is Better
RX 580 ..... 3.35 |================================
RX 590 ..... 3.50 |==================================
RX Vega 56 . 6.22 |============================================================
RX Vega 64 . 6.24 |============================================================
clpeak
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 32.0 AVG: 39.0 MAX: 50.0
RX 590 ..... MIN: 36.0 AVG: 41.8 MAX: 54.0
RX Vega 56 . MIN: 35.0 AVG: 42.7 MAX: 57.0
RX Vega 64 . MIN: 36.0 AVG: 47.5 MAX: 66.0
clpeak
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 70 AVG: 117 MAX: 197
RX 590 ..... MIN: 78 AVG: 124 MAX: 221
RX Vega 56 . MIN: 48 AVG: 112 MAX: 264
RX Vega 64 . MIN: 64 AVG: 134 MAX: 322
clpeak
OpenCL Test: Integer Compute INT
GIOPS Per Watt > Higher Is Better
RX 580 ..... 11.44 |=============================
RX 590 ..... 12.09 |==============================
RX Vega 56 . 22.43 |========================================================
RX Vega 64 . 23.68 |===========================================================
clpeak
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 34.0 AVG: 37.7 MAX: 50.0
RX 590 ..... MIN: 38.0 AVG: 41.4 MAX: 56.0
RX Vega 56 . MIN: 40.0 AVG: 43.7 MAX: 49.0
RX Vega 64 . MIN: 42.0 AVG: 46.7 MAX: 57.0
clpeak
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 71 AVG: 109 MAX: 204
RX 590 ..... MIN: 79 AVG: 117 MAX: 233
RX Vega 56 . MIN: 49 AVG: 89 MAX: 258
RX Vega 64 . MIN: 53 AVG: 105 MAX: 335
clpeak
OpenCL Test: Transfer Bandwidth enqueueWriteBuffer
GBPS Per Watt > Higher Is Better
RX 580 ..... 0.45 |==============================================
RX 590 ..... 0.42 |===========================================
RX Vega 56 . 0.59 |============================================================
RX Vega 64 . 0.56 |=========================================================
clpeak
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 32.0 AVG: 33.3 MAX: 37.0
RX 590 ..... MIN: 35.0 AVG: 37.1 MAX: 40.0
RX Vega 56 . MIN: 35.0 AVG: 38.1 MAX: 43.0
RX Vega 64 . MIN: 36.0 AVG: 40.6 MAX: 48.0
clpeak
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 70 AVG: 99 MAX: 101
RX 590 ..... MIN: 79 AVG: 105 MAX: 110
RX Vega 56 . MIN: 48 AVG: 77 MAX: 79
RX Vega 64 . MIN: 51 AVG: 79 MAX: 81
clpeak
OpenCL Test: Transfer Bandwidth enqueueReadBuffer
GBPS Per Watt > Higher Is Better
RX 580 ..... 0.16 |============================================
RX 590 ..... 0.15 |=========================================
RX Vega 56 . 0.22 |============================================================
RX Vega 64 . 0.21 |=========================================================
clpeak
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 31.0 AVG: 31.2 MAX: 32.0
RX 590 ..... MIN: 35.0 AVG: 35.2 MAX: 36.0
RX Vega 56 . MIN: 33.0 AVG: 33.7 MAX: 35.0
RX Vega 64 . MIN: 32.0 AVG: 33.8 MAX: 36.0
clpeak
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 70 AVG: 98 MAX: 101
RX 590 ..... MIN: 79 AVG: 105 MAX: 111
RX Vega 56 . MIN: 74 AVG: 77 MAX: 78
RX Vega 64 . MIN: 50 AVG: 78 MAX: 81
clpeak
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 31.0 AVG: 31.0 MAX: 32.0
RX 590 ..... MIN: 35.0 AVG: 35.1 MAX: 38.0
RX Vega 56 . MIN: 32.0 AVG: 32.6 MAX: 34.0
RX Vega 64 . MIN: 32.0 AVG: 32.1 MAX: 33.0
clpeak
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 70 AVG: 98 MAX: 100
RX 590 ..... MIN: 79 AVG: 105 MAX: 111
RX Vega 56 . MIN: 47 AVG: 76 MAX: 78
RX Vega 64 . MIN: 59 AVG: 79 MAX: 80
SHOC Scalable HeterOgeneous Computing 2015-11-10
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 37.0 AVG: 37.0 MAX: 37.0
RX 590 ..... MIN: 40.0 AVG: 41.0 MAX: 42.0
RX Vega 56 . MIN: 42.0 AVG: 42.5 MAX: 43.0
RX Vega 64 . MIN: 49.0 AVG: 49.5 MAX: 50.0
SHOC Scalable HeterOgeneous Computing 2015-11-10
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 90 AVG: 90 MAX: 90
RX 590 ..... MIN: 82 AVG: 93 MAX: 103
RX Vega 56 . MIN: 49 AVG: 65 MAX: 81
RX Vega 64 . MIN: 52 AVG: 65 MAX: 78
SHOC Scalable HeterOgeneous Computing 2015-11-10
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 35.0 AVG: 42.0 MAX: 49.0
RX 590 ..... MIN: 39.0 AVG: 44.7 MAX: 55.0
RX Vega 56 . MIN: 38.0 AVG: 39.5 MAX: 41.0
RX Vega 64 . MIN: 50.0 AVG: 50.0 MAX: 50.0
SHOC Scalable HeterOgeneous Computing 2015-11-10
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 92 AVG: 137 MAX: 182
RX 590 ..... MIN: 138 AVG: 188 MAX: 238
RX Vega 56 . MIN: 48 AVG: 121 MAX: 194
RX Vega 64 . MIN: 62 AVG: 184 MAX: 305
SHOC Scalable HeterOgeneous Computing 2015-11-10
GPU Temperature Monitor
Celsius < Lower Is Better
RX 580 ..... MIN: 39.0 AVG: 39.0 MAX: 39.0
RX 590 ..... MIN: 39.0 AVG: 40.5 MAX: 42.0
RX Vega 56 . MIN: 39.0 AVG: 39.5 MAX: 40.0
RX Vega 64 . MIN: 46.0 AVG: 46.0 MAX: 46.0
SHOC Scalable HeterOgeneous Computing 2015-11-10
System Power Consumption Monitor
Watts < Lower Is Better
RX 580 ..... MIN: 70 AVG: 70 MAX: 70
RX 590 ..... MIN: 81 AVG: 101 MAX: 136
RX Vega 56 . MIN: 48 AVG: 49 MAX: 50
RX Vega 64 . MIN: 51 AVG: 65 MAX: 80
GPU Temperature Monitor
Phoronix Test Suite System Monitoring
Celsius
RX 580 ..... MIN: 26.0 AVG: 39.7 MAX: 61.0
RX 590 ..... MIN: 35.0 AVG: 46.2 MAX: 73.0
RX Vega 56 . MIN: 28.0 AVG: 47.5 MAX: 74.0
RX Vega 64 . MIN: 45.0 AVG: 52.9 MAX: 65.0
System Power Consumption Monitor
Phoronix Test Suite System Monitoring
Watts
RX 580 ..... MIN: 69 AVG: 126 MAX: 230
RX 590 ..... MIN: 75 AVG: 138 MAX: 253
RX Vega 56 . MIN: 47 AVG: 126 MAX: 271
RX Vega 64 . MIN: 50 AVG: 129 MAX: 305
Darktable 2.6.0
Test: Boat - Acceleration: OpenCL
Seconds < Lower Is Better
amdocl . 2.72 |================================================================
Darktable 2.6.0
Test: Masskrug - Acceleration: OpenCL
Seconds < Lower Is Better
amdocl . 4.81 |================================================================
Darktable 2.6.0
Test: Server Room - Acceleration: OpenCL
Seconds < Lower Is Better
amdocl . 0.75 |================================================================
Darktable 2.6.0
Test: Server Rack - Acceleration: OpenCL
Seconds < Lower Is Better
amdocl . 0.09 |================================================================