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NVIDIA vs. Radeon OpenCL Linux GPU Compute NVIDIA Linux GPU computing benchmarks by Michael Larabel for a future article. GTX 1060: 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 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 |========================================================== 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 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 |========================================================= 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 |======= 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 |========================================================== 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 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 |=================== 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: 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 |================================================== 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 |================================== 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 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 |===================== 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 |===================== 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 |============ 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 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 |================ 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: 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: 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 |============================ 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 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 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 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 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 |=========================== 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 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 |=================================== 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 |==================================== 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 |=========================== 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: 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 |================================================= 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 |============================= 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: 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 |====================================== 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 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: 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 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: 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 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 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 |================================== 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 |======================================================== 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 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 |================================== 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 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 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 |=============================== 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 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 |============================== 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 |========================================================== 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 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 |============================= 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 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 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 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 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 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 |================================================ 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 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 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 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 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: 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 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 |============================================================ 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 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 |============================================== 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 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 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 |======================================= 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 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 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 |============================================================ 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 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: 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 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 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 |========================================= 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 |=========================================================== 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 |========================================================= 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 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 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 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 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 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 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 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 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 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 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 |======================================================= 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 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 |========================================================== 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 |========================================================= 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 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 |========================================================= 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 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 |=========================================================== 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 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 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 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 Darktable 2.6.0 Test: Server Rack - Acceleration: OpenCL Seconds < Lower Is Better amdocl . 0.09 |================================================================ Darktable 2.6.0 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better amdocl . 0.75 |================================================================ Darktable 2.6.0 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better amdocl . 4.81 |================================================================ Darktable 2.6.0 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better amdocl . 2.72 |================================================================ 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 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 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 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 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: 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 |=====================================