Linux GPU Compute Intel Core i9-12900K testing with a ASUS ROG STRIX Z690-E GAMING WIFI (1601 BIOS) and NVIDIA GeForce RTX 3070 Ti 8GB on Ubuntu 22.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2208115-NE-GPUCOMPUT74&grt&sor .
Linux GPU Compute Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 Intel Core i9-12900K @ 5.20GHz (16 Cores / 24 Threads) ASUS ROG STRIX Z690-E GAMING WIFI (1601 BIOS) Intel Alder Lake-S PCH 32GB 1000GB Western Digital WDS100T1X0E-00AFY0 eVGA NVIDIA GeForce RTX 3060 12GB Intel Alder Lake-S HD Audio ASUS VP28U Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 Ubuntu 22.04 5.18.0-051800-generic (x86_64) GNOME Shell 42.2 X Server 1.21.1.3 NVIDIA 515.49.06 4.6.0 OpenCL 3.0 CUDA 11.7.99 1.3.217 GCC 11.2.0 ext4 3840x2160 1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB NVIDIA GeForce RTX 3060 Ti 8GB NVIDIA GeForce RTX 3070 8GB NVIDIA GeForce RTX 3070 Ti 8GB NVIDIA GeForce RTX 3080 10GB NVIDIA GeForce RTX 3080 Ti 12GB Intel Device 7aa7 NVIDIA GeForce RTX 3090 24GB Intel Device 7ad0 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x1f - Thermald 2.4.9 Graphics Details - RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.06.14.40.46 - RTX 3060 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2c - RTX 3070: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2b - RTX 3070 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.5b.00.02 - RTX 3080: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.20.00.07 - RTX 3080 Ti: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.71.00.01 - RTX 3090: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 94.02.27.00.02 OpenCL Details - RTX 3060: GPU Compute Cores: 3584 - RTX 3060 Ti: GPU Compute Cores: 4864 - RTX 3070: GPU Compute Cores: 5888 - RTX 3070 Ti: GPU Compute Cores: 6144 - RTX 3080: GPU Compute Cores: 8704 - RTX 3080 Ti: GPU Compute Cores: 10240 - RTX 3090: GPU Compute Cores: 10496 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Python Details - RTX 3090: Python 3.10.4
Linux GPU Compute v-ray: NVIDIA RTX GPU v-ray: NVIDIA CUDA GPU cl-mem: Copy cl-mem: Read cl-mem: Write clpeak: Kernel Latency clpeak: Integer Compute INT clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Global Memory Bandwidth clpeak: Transfer Bandwidth enqueueReadBuffer clpeak: Transfer Bandwidth enqueueWriteBuffer darktable: Boat - OpenCL darktable: Masskrug - OpenCL darktable: Server Rack - OpenCL darktable: Server Room - OpenCL fahbench: financebench: Monte-Carlo OpenCL financebench: Black-Scholes OpenCL hashcat: MD5 hashcat: SHA1 hashcat: 7-Zip hashcat: SHA-512 hashcat: TrueCrypt RIPEMD160 + XTS indigobench: OpenCL GPU - Bedroom indigobench: OpenCL GPU - Supercar juliagpu: GPU lczero: OpenCL luxcorerender: DLSC - GPU luxcorerender: Danish Mood - GPU luxcorerender: Orange Juice - GPU luxcorerender: LuxCore Benchmark - GPU luxcorerender: Rainbow Colors and Prism - GPU mandelgpu: GPU octanebench: Total Score realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes rodinia: OpenCL Myocyte rodinia: OpenCL Particle Filter shoc: OpenCL - S3D shoc: OpenCL - Triad shoc: OpenCL - FFT SP shoc: OpenCL - MD5 Hash shoc: OpenCL - Reduction shoc: OpenCL - GEMM SGEMM_N shoc: OpenCL - Bus Speed Download shoc: OpenCL - Bus Speed Readback shoc: OpenCL - Texture Read Bandwidth smallpt-gpu: GPU - Complex smallpt-gpu: GPU - Cornell smallpt-gpu: GPU - Caustic3 viennacl: OpenCL BLAS - sCOPY viennacl: OpenCL BLAS - sAXPY viennacl: OpenCL BLAS - sDOT viennacl: OpenCL BLAS - dCOPY viennacl: OpenCL BLAS - dAXPY viennacl: OpenCL BLAS - dDOT viennacl: OpenCL BLAS - dGEMV-N viennacl: OpenCL BLAS - dGEMV-T viennacl: OpenCL BLAS - dGEMM-NN viennacl: OpenCL BLAS - dGEMM-NT viennacl: OpenCL BLAS - dGEMM-TN viennacl: OpenCL BLAS - dGEMM-TT vkpeak: fp32-scalar vkpeak: fp32-vec4 vkpeak: fp16-scalar vkpeak: fp16-vec4 vkpeak: fp64-scalar vkpeak: fp64-vec4 vkpeak: int32-scalar vkpeak: int32-vec4 vkpeak: int16-scalar vkpeak: int16-vec4 vkresample: 2x - Single waifu2x-ncnn: 2x - 3 - Yes RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 1163 855 270.3 318.0 299.9 3.77 6347.14 12563.04 212.04 315.43 18.26 21.37 2.573 2.626 0.126 1.865 186.7246 622.231995 16.244466 24885966667 7735466667 413789 994983333 287638 8.507 25.928 378413490.2 25149 4.29 3.26 4.87 4.05 13.50 215226018.8 294.862019 10.451 68.692 28.565 9.521 171.946 23.3524 758.397 15.1246 307.567 2778.34 25.1002 26.3522 1269.69 1657619851 1657619984 1657620126 276 307 292 316 327 331 223 304 204 204 203 6808.21 9036.98 6820.26 13484.60 212.35 210.82 6799.66 6769.02 4494.32 5955.72 23.184 4.899 1632 1263 297.3 392.9 385.9 3.81 8397.04 16043.12 305.24 389.15 18.17 21.80 2.571 2.604 0.122 1.857 245.7954 465.278429 12.850 35221800000 10987733333 578250 1412133333 417944 11.504 34.081 411524637.1 37359 5.73 4.35 6.14 5.39 18.07 285067246.1 387.168867 8.328 51.555 27.642 6.927 212.470 23.6890 962.417 21.5640 325.496 3435.63 24.6927 26.3546 2137.68 1657660261 1657660394 1657660536 297 358 330 372 399 402 224 335 291 292 291 9750.75 12877.55 9725.90 19166.40 304.18 304.44 9705.33 9663.57 6413.89 8487.35 17.689 4.190 1787 1416 296.4 392.9 382.6 3.75 10206.34 20056.49 361.76 389.39 18.10 21.92 2.578 2.606 0.126 1.847 274.5694 465.296714 10.379 41369157143 12963333333 669744 1664983333 493775 12.970 37.394 426397082.5 40342 6.61 5.11 6.98 6.22 20.33 321865318.9 417.914685 7.792 47.301 28.139 5.956 219.105 23.6617 1136.26 25.3269 327.410 3802.53 24.7205 26.3543 2150.10 1657628359 1657628493 1657628635 285 359 328 368 397 401 222 335 340 341 340 11587.41 15337.26 11579.71 22752.71 361.35 362.02 11562.59 11509.58 7639.18 10095.63 17.558 4.026 1990 1505 338.6 539.5 518.0 3.72 10945.90 21518.74 370.11 529.26 18.18 21.77 2.579 2.605 0.124 1.844 275.1210 474.089434 9.730 42673371429 13271300000 712544 1704066667 504878 13.798 39.128 427836038.7 47753 7.00 5.42 7.21 6.61 21.08 329682482.6 461.863409 7.057 41.326 28.404 5.771 285.787 24.0360 1292.09 26.2134 381.559 4697.67 24.7125 26.3546 2102.79 1657670347 1657670481 1657670624 337 437 370 482 529 527 238 371 347 348 347 11705.39 15490.34 11766.50 23227.90 366.40 367.88 11695.99 11651.04 7705.93 10244.75 13.537 3.718 2436 1788 354.6 673.3 647.6 3.78 15397.27 29616.92 545.58 662.25 18.17 21.88 2.577 2.612 0.126 1.849 333.5891 388.820714 7.352 59999485714 18975633333 976022 2426033333 712078 17.718 46.999 459314633.0 56188 9.52 7.32 9.03 9.14 26.54 428359837.3 574.865883 6.017 32.853 27.980 4.189 338.689 24.2506 1763.58 37.5346 390.626 6356.23 24.6981 26.3542 2227.53 1657637919 1657638055 1657638199 359 477 375 558 632 605 243 379 504 506 502 506 17334.53 22809.36 17271.05 34090.93 539.84 539.15 17172.37 17105.40 11320.90 14594.45 11.272 3.337 2840 2064 356.2 794.4 738.8 3.86 17218.71 33795.91 625.42 794.66 18.13 21.89 2.579 2.618 0.128 1.870 345.5999 326.089142 6.681 67689533333 21421483333 1086667 2728650000 800050 20.288 51.903 472565820.3 61726 10.98 8.45 10.23 10.51 30.48 461789875.5 677.708281 5.641 29.819 28.558 3.757 419.867 24.3887 2016.86 41.8720 383.712 7981.90 24.7012 26.3539 2182.89 1657648738 1657648873 1657649017 359 492 367 591 707 654 232 369 561 563 559 565 19739.03 26094.97 19662.10 38772.75 614.23 612.78 19552.22 19459.27 12873.84 16331.76 9.570 3.268 2869 2084 357.8 793.7 730.2 4.09 17830.00 34509.53 640.16 795.98 18.26 21.36 1.118 1.921 0.124 0.707 353.4483 325.266715 6.387 69887233333 22100850000 1109178 2820366667 798175 20.683 52.712 492011904.2 61151 11.28 8.54 10.34 10.85 31.01 501044446.7 682.29681 5.587 29.185 28.940 3.957 429.426 24.4367 2103.73 43.5484 389.582 8197.27 25.0330 26.3527 2246.05 1657338892 1657339028 1657339172 362 498 374 602 717 644 235 374 592 594 590 593 20867.78 27459.91 20781.41 40968.90 651.77 653.38 20754.48 20669.22 13699.57 16879.06 9.422 3.266 OpenBenchmarking.org
Chaos Group V-RAY Mode: NVIDIA RTX GPU OpenBenchmarking.org vrays, More Is Better Chaos Group V-RAY 5.02 Mode: NVIDIA RTX GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 600 1200 1800 2400 3000 SE +/- 4.93, N = 3 SE +/- 6.17, N = 3 SE +/- 4.91, N = 3 SE +/- 1.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.67, N = 3 SE +/- 1.67, N = 3 2869 2840 2436 1990 1787 1632 1163
Chaos Group V-RAY Mode: NVIDIA RTX GPU OpenBenchmarking.org vrays Per Watt, More Is Better Chaos Group V-RAY 5.02 Mode: NVIDIA RTX GPU RTX 3070 RTX 3060 Ti RTX 3090 RTX 3060 RTX 3070 Ti RTX 3080 Ti RTX 3080 3 6 9 12 15 13.61 13.22 12.35 12.16 11.11 10.76 10.57
Chaos Group V-RAY GPU Power Consumption Monitor Min Avg Max RTX 3060 19.0 95.7 117.4 RTX 3060 Ti 18.9 123.5 156.1 RTX 3070 16.0 131.3 167.0 RTX 3070 Ti 22.0 179.2 224.8 RTX 3080 16.7 230.4 291.0 RTX 3090 27.7 232.3 343.6 RTX 3080 Ti 21.8 264.0 327.8 OpenBenchmarking.org Watts, Fewer Is Better Chaos Group V-RAY 5.02 GPU Power Consumption Monitor 80 160 240 320 400
Chaos Group V-RAY GPU Temperature Monitor Min Avg Max RTX 3090 37.0 53.7 66.0 RTX 3060 Ti 34.0 53.8 64.0 RTX 3060 43.0 54.9 59.0 RTX 3070 36.0 55.4 65.0 RTX 3080 42.0 61.5 70.0 RTX 3070 Ti 39.0 61.5 70.0 RTX 3080 Ti 43.0 63.1 71.0 OpenBenchmarking.org Celsius, Fewer Is Better Chaos Group V-RAY 5.02 GPU Temperature Monitor 20 40 60 80 100
Chaos Group V-RAY Mode: NVIDIA CUDA GPU OpenBenchmarking.org vpaths, More Is Better Chaos Group V-RAY 5.02 Mode: NVIDIA CUDA GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 400 800 1200 1600 2000 SE +/- 2.40, N = 3 SE +/- 1.53, N = 3 SE +/- 3.51, N = 3 SE +/- 0.33, N = 3 SE +/- 0.88, N = 3 SE +/- 0.67, N = 3 SE +/- 0.00, N = 3 2084 2064 1788 1505 1416 1263 855
Chaos Group V-RAY Mode: NVIDIA CUDA GPU OpenBenchmarking.org vpaths Per Watt, More Is Better Chaos Group V-RAY 5.02 Mode: NVIDIA CUDA GPU RTX 3070 RTX 3060 Ti RTX 3060 RTX 3070 Ti RTX 3090 RTX 3080 Ti RTX 3080 3 6 9 12 15 9.584 9.285 8.565 7.849 7.803 7.560 7.472
Chaos Group V-RAY GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 99.8 122.9 RTX 3060 Ti 20.7 136.0 169.7 RTX 3070 16.4 147.8 186.5 RTX 3070 Ti 23.5 191.7 238.2 RTX 3080 18.0 239.3 299.4 RTX 3090 32.0 267.1 344.0 RTX 3080 Ti 22.4 273.0 340.3 OpenBenchmarking.org Watts, Fewer Is Better Chaos Group V-RAY 5.02 GPU Power Consumption Monitor 80 160 240 320 400
Chaos Group V-RAY GPU Temperature Monitor Min Avg Max RTX 3060 43.0 54.9 59.0 RTX 3060 Ti 47.0 61.0 66.0 RTX 3090 53.0 62.5 67.0 RTX 3070 49.0 62.5 68.0 RTX 3080 54.0 65.9 71.0 RTX 3070 Ti 51.0 66.4 72.0 RTX 3080 Ti 54.0 67.1 73.0 OpenBenchmarking.org Celsius, Fewer Is Better Chaos Group V-RAY 5.02 GPU Temperature Monitor 20 40 60 80 100
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 3060 80 160 240 320 400 SE +/- 0.24, N = 9 SE +/- 0.02, N = 10 SE +/- 0.03, N = 9 SE +/- 0.11, N = 9 SE +/- 0.11, N = 8 SE +/- 0.16, N = 8 SE +/- 0.05, N = 7 357.8 356.2 354.6 338.6 297.3 296.4 270.3 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 0.9302 1.8604 2.7906 3.7208 4.651 4.134 3.954 3.882 3.098 2.741 2.387 2.362
cl-mem GPU Power Consumption Monitor Min Avg Max RTX 3060 18.7 65.4 98.6 RTX 3060 Ti 19.9 75.2 119.1 RTX 3070 16.6 76.4 121.8 RTX 3070 Ti 22.7 109.3 187.7 RTX 3080 19.9 129.4 234.4 RTX 3090 31.0 149.9 281.8 RTX 3080 Ti 22.4 150.8 271.3 OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor 70 140 210 280 350
cl-mem GPU Temperature Monitor Min Avg Max RTX 3060 Ti 39.0 43.9 48.0 RTX 3070 42.0 46.8 50.0 RTX 3080 46.0 50.2 53.0 RTX 3060 42.0 51.3 57.0 RTX 3090 48.0 51.4 54.0 RTX 3070 Ti 45.0 52.3 57.0 RTX 3080 Ti 49.0 53.0 56.0 OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor 16 32 48 64 80
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read RTX 3080 Ti RTX 3090 RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 200 400 600 800 1000 SE +/- 0.13, N = 10 SE +/- 0.29, N = 9 SE +/- 0.08, N = 9 SE +/- 0.02, N = 9 SE +/- 0.13, N = 8 SE +/- 0.11, N = 8 SE +/- 0.09, N = 7 794.4 793.7 673.3 539.5 392.9 392.9 318.0 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read RTX 3090 RTX 3080 Ti RTX 3080 RTX 3060 Ti RTX 3070 RTX 3060 RTX 3070 Ti 1.1927 2.3854 3.5781 4.7708 5.9635 5.301 5.294 5.247 5.207 5.156 4.815 4.802
cl-mem GPU Power Consumption Monitor Min Avg Max RTX 3060 18.9 66.0 99.0 RTX 3060 Ti 19.7 75.5 117.1 RTX 3070 16.5 76.2 121.6 RTX 3070 Ti 23.0 112.4 188.2 RTX 3080 17.8 128.3 235.4 RTX 3090 30.4 149.7 274.1 RTX 3080 Ti 23.3 150.1 277.5 OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor 70 140 210 280 350
cl-mem GPU Temperature Monitor Min Avg Max RTX 3060 Ti 39.0 43.9 48.0 RTX 3070 41.0 46.4 50.0 RTX 3080 46.0 50.4 54.0 RTX 3090 46.0 50.6 53.0 RTX 3060 44.0 52.0 58.0 RTX 3070 Ti 45.0 52.6 57.0 RTX 3080 Ti 48.0 52.8 56.0 OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor 16 32 48 64 80
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write RTX 3080 Ti RTX 3090 RTX 3080 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 3060 160 320 480 640 800 SE +/- 0.10, N = 10 SE +/- 0.77, N = 9 SE +/- 0.09, N = 9 SE +/- 0.04, N = 9 SE +/- 0.05, N = 8 SE +/- 0.06, N = 8 SE +/- 0.04, N = 7 738.8 730.2 647.6 518.0 385.9 382.6 299.9 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write RTX 3060 Ti RTX 3070 RTX 3080 RTX 3090 RTX 3080 Ti RTX 3070 Ti RTX 3060 1.1689 2.3378 3.5067 4.6756 5.8445 5.195 5.022 5.021 4.933 4.850 4.660 4.626
cl-mem GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 64.8 98.8 RTX 3060 Ti 19.6 74.3 118.1 RTX 3070 16.4 76.2 121.2 RTX 3070 Ti 23.1 111.2 188.1 RTX 3080 20.3 129.0 234.3 RTX 3090 30.3 148.0 270.1 RTX 3080 Ti 24.3 152.3 278.4 OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor 70 140 210 280 350
cl-mem GPU Temperature Monitor Min Avg Max RTX 3060 Ti 39.0 44.0 48.0 RTX 3070 41.0 46.5 50.0 RTX 3090 46.0 49.9 53.0 RTX 3080 46.0 50.5 54.0 RTX 3060 42.0 51.6 58.0 RTX 3080 Ti 48.0 53.1 57.0 RTX 3070 Ti 46.0 53.1 58.0 OpenBenchmarking.org Celsius, Fewer Is Better cl-mem 2017-01-13 GPU Temperature Monitor 16 32 48 64 80
clpeak OpenCL Test: Kernel Latency OpenBenchmarking.org us, Fewer Is Better clpeak OpenCL Test: Kernel Latency RTX 3070 Ti RTX 3070 RTX 3060 RTX 3080 RTX 3060 Ti RTX 3080 Ti RTX 3090 0.9203 1.8406 2.7609 3.6812 4.6015 SE +/- 0.00, N = 15 SE +/- 0.01, N = 15 SE +/- 0.00, N = 15 SE +/- 0.01, N = 15 SE +/- 0.01, N = 15 SE +/- 0.00, N = 15 SE +/- 0.01, N = 15 3.72 3.75 3.77 3.78 3.81 3.86 4.09 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak GPU Power Consumption Monitor Min Avg Max RTX 3060 19.0 28.4 44.0 RTX 3070 16.3 29.3 54.7 RTX 3060 Ti 20.3 32.0 51.3 RTX 3070 Ti 23.7 51.0 91.0 RTX 3080 19.1 60.3 116.0 RTX 3090 31.9 70.8 133.4 RTX 3080 Ti 22.7 71.1 132.0 OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor 40 80 120 160 200
clpeak GPU Temperature Monitor Min Avg Max RTX 3060 43.0 45.4 48.0 RTX 3060 Ti 43.0 47.9 54.0 RTX 3070 45.0 48.7 55.0 RTX 3070 Ti 47.0 51.9 57.0 RTX 3090 49.0 53.3 59.0 RTX 3080 50.0 54.4 60.0 RTX 3080 Ti 50.0 54.8 61.0 OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor 20 40 60 80 100
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 4K 8K 12K 16K 20K SE +/- 120.91, N = 13 SE +/- 79.28, N = 12 SE +/- 119.12, N = 15 SE +/- 42.92, N = 13 SE +/- 41.26, N = 13 SE +/- 65.78, N = 15 SE +/- 6.64, N = 13 17830.00 17218.71 15397.27 10945.90 10206.34 8397.04 6347.14 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS Per Watt, More Is Better clpeak OpenCL Test: Integer Compute INT RTX 3070 RTX 3060 RTX 3090 RTX 3080 Ti RTX 3060 Ti RTX 3070 Ti RTX 3080 40 80 120 160 200 165.20 139.61 137.87 132.96 130.32 125.03 124.79
clpeak GPU Power Consumption Monitor Min Avg Max RTX 3060 19.1 45.5 104.5 RTX 3070 16.0 61.8 174.8 RTX 3060 Ti 19.9 64.4 161.6 RTX 3070 Ti 22.7 87.5 217.7 RTX 3080 21.2 123.4 319.0 RTX 3090 30.8 129.3 321.5 RTX 3080 Ti 27.0 129.5 331.8 OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor 80 160 240 320 400
clpeak GPU Temperature Monitor Min Avg Max RTX 3060 Ti 41.0 45.2 54.0 RTX 3070 42.0 46.1 54.0 RTX 3070 Ti 45.0 50.8 61.0 RTX 3090 48.0 50.9 56.0 RTX 3060 46.0 52.0 61.0 RTX 3080 Ti 48.0 52.2 58.0 RTX 3080 48.0 52.6 58.0 OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor 20 40 60 80 100
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 7K 14K 21K 28K 35K SE +/- 35.71, N = 14 SE +/- 46.12, N = 15 SE +/- 43.31, N = 13 SE +/- 1.58, N = 14 SE +/- 12.68, N = 14 SE +/- 35.84, N = 14 SE +/- 11.99, N = 14 34509.53 33795.91 29616.92 21518.74 20056.49 16043.12 12563.04 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float RTX 3070 RTX 3090 RTX 3080 RTX 3060 RTX 3080 Ti RTX 3060 Ti RTX 3070 Ti 90 180 270 360 450 435.01 359.46 339.06 338.88 337.79 336.23 311.99
clpeak GPU Power Consumption Monitor Min Avg Max RTX 3060 19.3 37.1 68.1 RTX 3070 16.4 46.1 102.5 RTX 3060 Ti 19.7 47.7 97.2 RTX 3070 Ti 22.7 69.0 138.0 RTX 3080 20.9 87.3 184.2 RTX 3090 30.5 96.0 188.4 RTX 3080 Ti 28.6 100.0 199.7 OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor 50 100 150 200 250
clpeak GPU Temperature Monitor Min Avg Max RTX 3060 Ti 39.0 41.4 49.0 RTX 3070 41.0 42.9 50.0 RTX 3070 Ti 44.0 47.5 56.0 RTX 3090 45.0 47.7 52.0 RTX 3080 Ti 46.0 48.6 53.0 RTX 3080 47.0 50.0 55.0 RTX 3060 49.0 51.9 58.0 OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor 16 32 48 64 80
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 140 280 420 560 700 SE +/- 1.62, N = 3 SE +/- 2.30, N = 3 SE +/- 1.73, N = 3 SE +/- 0.96, N = 3 SE +/- 1.02, N = 3 SE +/- 0.47, N = 3 SE +/- 0.85, N = 3 640.16 625.42 545.58 370.11 361.76 305.24 212.04 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double RTX 3070 RTX 3060 Ti RTX 3060 RTX 3090 RTX 3080 RTX 3080 Ti RTX 3070 Ti 1.0888 2.1776 3.2664 4.3552 5.444 4.839 4.332 3.918 3.862 3.771 3.704 3.445
clpeak GPU Power Consumption Monitor Min Avg Max RTX 3060 19.3 54.1 60.1 RTX 3060 Ti 19.6 70.5 76.1 RTX 3070 16.2 74.8 83.0 RTX 3070 Ti 22.3 107.4 117.9 RTX 3080 21.2 144.7 157.3 RTX 3090 29.5 165.8 180.1 RTX 3080 Ti 26.6 168.9 183.8 OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor 50 100 150 200 250
clpeak GPU Temperature Monitor Min Avg Max RTX 3060 Ti 37.0 44.1 46.0 RTX 3070 39.0 45.6 48.0 RTX 3090 44.0 50.9 53.0 RTX 3060 45.0 51.4 57.0 RTX 3070 Ti 42.0 51.9 55.0 RTX 3080 45.0 53.7 57.0 RTX 3080 Ti 44.0 53.8 58.0 OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor 16 32 48 64 80
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 200 400 600 800 1000 SE +/- 0.22, N = 15 SE +/- 0.04, N = 13 SE +/- 0.03, N = 12 SE +/- 0.03, N = 13 SE +/- 0.13, N = 15 SE +/- 0.02, N = 13 SE +/- 0.00, N = 11 795.98 794.66 662.25 529.26 389.39 389.15 315.43 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth RTX 3090 RTX 3060 Ti RTX 3070 RTX 3080 Ti RTX 3070 Ti RTX 3080 RTX 3060 2 4 6 8 10 7.827 7.811 7.704 6.797 6.767 6.460 5.794
clpeak GPU Power Consumption Monitor Min Avg Max RTX 3060 Ti 19.3 49.8 101.1 RTX 3070 16.1 50.5 104.5 RTX 3060 19.2 54.4 109.0 RTX 3070 Ti 23.1 78.2 138.7 RTX 3090 31.5 101.7 173.7 RTX 3080 22.9 102.5 195.0 RTX 3080 Ti 30.9 116.9 225.9 OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor 60 120 180 240 300
clpeak GPU Temperature Monitor Min Avg Max RTX 3060 Ti 38.0 40.5 45.0 RTX 3070 40.0 42.4 47.0 RTX 3090 45.0 47.4 50.0 RTX 3070 Ti 45.0 48.8 54.0 RTX 3060 46.0 51.3 59.0 RTX 3080 49.0 51.7 55.0 RTX 3080 Ti 49.0 51.7 56.0 OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor 16 32 48 64 80
clpeak OpenCL Test: Transfer Bandwidth enqueueReadBuffer OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueReadBuffer RTX 3090 RTX 3060 RTX 3070 Ti RTX 3080 RTX 3060 Ti RTX 3080 Ti RTX 3070 4 8 12 16 20 SE +/- 0.03, N = 8 SE +/- 0.03, N = 5 SE +/- 0.08, N = 8 SE +/- 0.05, N = 5 SE +/- 0.07, N = 8 SE +/- 0.05, N = 5 SE +/- 0.05, N = 8 18.26 18.26 18.18 18.17 18.17 18.13 18.10 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Transfer Bandwidth enqueueReadBuffer OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueReadBuffer RTX 3060 RTX 3070 RTX 3060 Ti RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 0.0959 0.1918 0.2877 0.3836 0.4795 0.426 0.402 0.399 0.247 0.186 0.180 0.160
clpeak GPU Power Consumption Monitor Min Avg Max RTX 3060 19.2 42.9 51.5 RTX 3070 16.2 45.0 58.4 RTX 3060 Ti 19.1 45.5 57.8 RTX 3070 Ti 22.2 73.5 93.3 RTX 3080 16.7 97.6 116.7 RTX 3090 29.1 101.2 132.5 RTX 3080 Ti 29.8 113.5 135.3 OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor 40 80 120 160 200
clpeak GPU Temperature Monitor Min Avg Max RTX 3060 Ti 37.0 38.4 39.0 RTX 3070 38.0 40.2 41.0 RTX 3090 43.0 45.1 46.0 RTX 3070 Ti 43.0 46.3 48.0 RTX 3080 47.0 49.1 50.0 RTX 3080 Ti 47.0 49.4 50.0 RTX 3060 47.0 51.7 55.0 OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor 15 30 45 60 75
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer RTX 3070 RTX 3080 Ti RTX 3080 RTX 3060 Ti RTX 3070 Ti RTX 3060 RTX 3090 5 10 15 20 25 SE +/- 0.07, N = 8 SE +/- 0.08, N = 5 SE +/- 0.10, N = 5 SE +/- 0.06, N = 8 SE +/- 0.06, N = 8 SE +/- 0.06, N = 5 SE +/- 0.08, N = 8 21.92 21.89 21.88 21.80 21.77 21.37 21.36 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer RTX 3060 RTX 3070 RTX 3060 Ti RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 0.1105 0.221 0.3315 0.442 0.5525 0.491 0.485 0.481 0.300 0.227 0.213 0.191
clpeak GPU Power Consumption Monitor Min Avg Max RTX 3060 19.4 43.5 51.9 RTX 3070 16.1 45.2 58.3 RTX 3060 Ti 19.0 45.3 57.5 RTX 3070 Ti 22.4 72.6 92.9 RTX 3080 22.5 96.3 115.9 RTX 3090 28.9 100.5 132.7 RTX 3080 Ti 25.5 114.4 135.1 OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor 40 80 120 160 200
clpeak GPU Temperature Monitor Min Avg Max RTX 3060 Ti 35.0 37.3 38.0 RTX 3070 37.0 39.1 40.0 RTX 3090 41.0 43.9 45.0 RTX 3070 Ti 41.0 44.8 46.0 RTX 3080 45.0 47.4 48.0 RTX 3080 Ti 45.0 48.1 49.0 RTX 3060 48.0 53.0 57.0 OpenBenchmarking.org Celsius, Fewer Is Better clpeak GPU Temperature Monitor 16 32 48 64 80
Darktable GPU Power Consumption Monitor Min Avg Max RTX 3090 30.4 114.6 232.1 OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor 60 120 180 240 300
Darktable GPU Temperature Monitor Min Avg Max RTX 3090 47.0 49.3 54.0 OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor 15 30 45 60 75
Darktable GPU Power Consumption Monitor Min Avg Max RTX 3090 29.5 88.7 134.3 OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor 40 80 120 160 200
Darktable GPU Temperature Monitor Min Avg Max RTX 3090 44.0 45.9 48.0 OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor 14 28 42 56 70
Darktable GPU Power Consumption Monitor Min Avg Max RTX 3090 28.6 62.4 102.1 OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor 20 40 60 80 100
Darktable GPU Temperature Monitor Min Avg Max RTX 3090 40.0 42.0 44.0 OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor 12 24 36 48 60
Darktable GPU Power Consumption Monitor Min Avg Max RTX 3090 28.5 87.3 142.9 OpenBenchmarking.org Watts, Fewer Is Better Darktable GPU Power Consumption Monitor 40 80 120 160 200
Darktable GPU Temperature Monitor Min Avg Max RTX 3090 39.0 41.1 43.0 OpenBenchmarking.org Celsius, Fewer Is Better Darktable GPU Temperature Monitor 12 24 36 48 60
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.8.1 Test: Boat - Acceleration: OpenCL RTX 3090 RTX 3060 Ti RTX 3060 RTX 3080 RTX 3070 RTX 3070 Ti RTX 3080 Ti 0.5803 1.1606 1.7409 2.3212 2.9015 SE +/- 0.006, N = 10 SE +/- 0.010, N = 9 SE +/- 0.008, N = 9 SE +/- 0.011, N = 9 SE +/- 0.016, N = 9 SE +/- 0.013, N = 9 SE +/- 0.009, N = 9 1.118 2.571 2.573 2.577 2.578 2.579 2.579
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.8.1 Test: Masskrug - Acceleration: OpenCL RTX 3090 RTX 3060 Ti RTX 3070 Ti RTX 3070 RTX 3080 RTX 3080 Ti RTX 3060 0.5909 1.1818 1.7727 2.3636 2.9545 SE +/- 0.005, N = 10 SE +/- 0.005, N = 9 SE +/- 0.008, N = 9 SE +/- 0.006, N = 9 SE +/- 0.007, N = 9 SE +/- 0.010, N = 9 SE +/- 0.008, N = 9 1.921 2.604 2.605 2.606 2.612 2.618 2.626
Darktable Test: Server Rack - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.8.1 Test: Server Rack - Acceleration: OpenCL RTX 3060 Ti RTX 3070 Ti RTX 3090 RTX 3060 RTX 3070 RTX 3080 RTX 3080 Ti 0.0288 0.0576 0.0864 0.1152 0.144 SE +/- 0.003, N = 15 SE +/- 0.004, N = 15 SE +/- 0.001, N = 15 SE +/- 0.004, N = 15 SE +/- 0.004, N = 15 SE +/- 0.004, N = 15 SE +/- 0.004, N = 15 0.122 0.124 0.124 0.126 0.126 0.126 0.128
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.8.1 Test: Server Room - Acceleration: OpenCL RTX 3090 RTX 3070 Ti RTX 3070 RTX 3080 RTX 3060 Ti RTX 3060 RTX 3080 Ti 0.4208 0.8416 1.2624 1.6832 2.104 SE +/- 0.002, N = 12 SE +/- 0.011, N = 10 SE +/- 0.009, N = 10 SE +/- 0.007, N = 10 SE +/- 0.006, N = 10 SE +/- 0.008, N = 10 SE +/- 0.006, N = 10 0.707 1.844 1.847 1.849 1.857 1.865 1.870
Darktable GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 30.9 38.6 RTX 3070 16.3 32.6 42.7 RTX 3060 Ti 19.5 33.3 41.9 RTX 3070 Ti 22.6 56.6 76.6 RTX 3080 22.1 64.4 86.5 RTX 3080 Ti 23.1 72.4 105.3 OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.8.1 GPU Power Consumption Monitor 20 40 60 80 100
Darktable GPU Temperature Monitor Min Avg Max RTX 3060 Ti 39.0 41.8 45.0 RTX 3070 41.0 44.3 47.0 RTX 3060 43.0 45.5 48.0 RTX 3080 45.0 48.0 51.0 RTX 3080 Ti 46.0 49.5 52.0 RTX 3070 Ti 45.0 49.9 54.0 OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.8.1 GPU Temperature Monitor 15 30 45 60 75
Darktable GPU Power Consumption Monitor Min Avg Max RTX 3060 19.0 31.5 39.0 RTX 3060 Ti 18.9 32.2 40.3 RTX 3070 16.4 32.7 42.4 RTX 3070 Ti 21.9 54.8 73.9 RTX 3080 19.1 64.6 86.0 RTX 3080 Ti 23.9 76.6 104.1 OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.8.1 GPU Power Consumption Monitor 20 40 60 80 100
Darktable GPU Temperature Monitor Min Avg Max RTX 3060 Ti 35.0 36.9 38.0 RTX 3070 38.0 39.3 41.0 RTX 3080 41.0 43.1 45.0 RTX 3080 Ti 43.0 44.4 46.0 RTX 3070 Ti 41.0 44.7 47.0 RTX 3060 46.0 48.7 51.0 OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.8.1 GPU Temperature Monitor 15 30 45 60 75
Darktable GPU Power Consumption Monitor Min Avg Max RTX 3070 16.0 27.2 42.0 RTX 3060 19.2 27.9 39.3 RTX 3060 Ti 18.7 28.2 39.9 RTX 3070 Ti 21.8 46.2 72.4 RTX 3080 19.2 51.0 84.0 RTX 3080 Ti 23.0 61.5 103.7 OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.8.1 GPU Power Consumption Monitor 20 40 60 80 100
Darktable GPU Temperature Monitor Min Avg Max RTX 3060 Ti 33.0 34.4 35.0 RTX 3070 35.0 36.3 38.0 RTX 3080 38.0 39.5 41.0 RTX 3070 Ti 38.0 40.5 43.0 RTX 3080 Ti 39.0 40.9 43.0 RTX 3060 49.0 50.3 52.0 OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.8.1 GPU Temperature Monitor 15 30 45 60 75
Darktable GPU Power Consumption Monitor Min Avg Max RTX 3060 19.3 30.9 39.0 RTX 3060 Ti 18.3 31.1 39.7 RTX 3070 16.1 31.3 41.3 RTX 3070 Ti 21.2 52.4 71.4 RTX 3080 17.6 59.2 82.4 RTX 3080 Ti 27.9 73.1 103.1 OpenBenchmarking.org Watts, Fewer Is Better Darktable 3.8.1 GPU Power Consumption Monitor 20 40 60 80 100
Darktable GPU Temperature Monitor Min Avg Max RTX 3070 34.0 35.1 36.0 RTX 3060 Ti 33.0 35.2 37.0 RTX 3080 37.0 37.8 39.0 RTX 3070 Ti 37.0 39.2 41.0 RTX 3080 Ti 38.0 39.8 41.0 RTX 3060 50.0 52.3 54.0 OpenBenchmarking.org Celsius, Fewer Is Better Darktable 3.8.1 GPU Temperature Monitor 15 30 45 60 75
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 80 160 240 320 400 SE +/- 0.37, N = 3 SE +/- 0.03, N = 3 SE +/- 0.51, N = 3 SE +/- 0.15, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 353.45 345.60 333.59 275.12 274.57 245.80 186.72
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 RTX 3070 RTX 3060 Ti RTX 3060 RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 0.5603 1.1206 1.6809 2.2412 2.8015 2.490 2.403 2.298 1.909 1.893 1.825 1.767
FAHBench GPU Power Consumption Monitor Min Avg Max RTX 3060 18.7 81.3 116.8 RTX 3060 Ti 20.7 102.3 152.1 RTX 3070 16.4 110.3 167.2 RTX 3070 Ti 23.5 144.1 203.4 RTX 3080 18.9 176.2 252.9 RTX 3090 30.5 193.7 275.5 RTX 3080 Ti 23.7 195.6 276.1 OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 GPU Power Consumption Monitor 70 140 210 280 350
FAHBench GPU Temperature Monitor Min Avg Max RTX 3060 42.0 52.2 58.0 RTX 3060 Ti 45.0 56.1 63.0 RTX 3090 48.0 57.2 63.0 RTX 3070 47.0 57.7 66.0 RTX 3080 52.0 60.8 67.0 RTX 3070 Ti 50.0 61.2 68.0 RTX 3080 Ti 52.0 61.5 68.0 OpenBenchmarking.org Celsius, Fewer Is Better FAHBench 2.3.2 GPU Temperature Monitor 20 40 60 80 100
FinanceBench Benchmark: Monte-Carlo OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-07-25 Benchmark: Monte-Carlo OpenCL RTX 3090 RTX 3080 Ti RTX 3080 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3060 130 260 390 520 650 SE +/- 0.69, N = 7 SE +/- 0.41, N = 7 SE +/- 0.29, N = 7 SE +/- 0.34, N = 7 SE +/- 0.28, N = 7 SE +/- 0.04, N = 7 SE +/- 0.29, N = 7 325.27 326.09 388.82 465.28 465.30 474.09 622.23 1. (CXX) g++ options: -O3 -march=native -fopenmp
FinanceBench GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 32.0 77.6 RTX 3070 16.3 34.0 84.0 RTX 3060 Ti 20.3 36.7 83.9 RTX 3070 Ti 22.5 53.3 118.9 RTX 3080 18.4 61.1 136.4 RTX 3090 30.8 70.8 162.2 RTX 3080 Ti 22.7 76.0 163.8 OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-07-25 GPU Power Consumption Monitor 50 100 150 200 250
FinanceBench GPU Temperature Monitor Min Avg Max RTX 3060 Ti 42.0 46.0 54.0 RTX 3060 43.0 46.0 52.0 RTX 3070 44.0 47.7 55.0 RTX 3070 Ti 46.0 50.3 59.0 RTX 3090 48.0 51.0 56.0 RTX 3080 48.0 51.4 56.0 RTX 3080 Ti 49.0 52.6 60.0 OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-07-25 GPU Temperature Monitor 16 32 48 64 80
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 4 8 12 16 20 SE +/- 0.066100, N = 15 SE +/- 0.074354, N = 15 SE +/- 0.054610, N = 15 SE +/- 0.004661, N = 14 SE +/- 0.005828, N = 14 SE +/- 0.000768, N = 15 SE +/- 0.030644, N = 15 6.387000 6.681000 7.352000 9.730000 10.379000 12.850000 16.244466 1. (CXX) g++ options: -O3 -march=native -fopenmp
FinanceBench GPU Power Consumption Monitor Min Avg Max RTX 3060 19.1 27.7 39.0 RTX 3070 16.2 27.7 42.2 RTX 3060 Ti 19.4 28.7 41.2 RTX 3070 Ti 21.9 46.5 74.6 RTX 3080 16.4 49.9 85.6 RTX 3090 29.1 60.3 103.5 RTX 3080 Ti 23.7 62.3 104.8 OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-07-25 GPU Power Consumption Monitor 20 40 60 80 100
FinanceBench GPU Temperature Monitor Min Avg Max RTX 3060 Ti 37.0 38.4 41.0 RTX 3070 39.0 40.8 43.0 RTX 3070 Ti 41.0 43.8 47.0 RTX 3080 42.0 44.3 47.0 RTX 3080 Ti 42.0 45.1 48.0 RTX 3090 43.0 45.1 48.0 RTX 3060 47.0 48.4 50.0 OpenBenchmarking.org Celsius, Fewer Is Better FinanceBench 2016-07-25 GPU Temperature Monitor 14 28 42 56 70
GPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts GPU Power Consumption Monitor Phoronix Test Suite System Monitoring RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 60 120 180 240 300 Min: 18.7 / Avg: 88.76 / Max: 170.06 Min: 9.47 / Avg: 107.18 / Max: 199.84 Min: 8.61 / Avg: 115.13 / Max: 219.94 Min: 13.41 / Avg: 151.19 / Max: 289.69 Min: 8.28 / Avg: 188.35 / Max: 323.12 Min: 26.71 / Avg: 190.85 / Max: 348.7 Min: 13.97 / Avg: 211.78 / Max: 349.8
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring RTX 3060 Ti RTX 3060 RTX 3070 RTX 3090 RTX 3070 Ti RTX 3080 RTX 3080 Ti 14 28 42 56 70 Min: 26 / Avg: 54.14 / Max: 70 Min: 42 / Avg: 54.3 / Max: 65 Min: 27 / Avg: 55.86 / Max: 72 Min: 34 / Avg: 56.12 / Max: 68 Min: 34 / Avg: 59.76 / Max: 75 Min: 25 / Avg: 60.01 / Max: 73 Min: 28 / Avg: 60.86 / Max: 75
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: MD5 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 15000M 30000M 45000M 60000M 75000M SE +/- 35085900.94, N = 6 SE +/- 63727349.79, N = 6 SE +/- 47721835.02, N = 7 SE +/- 6723155.24, N = 7 SE +/- 34107189.98, N = 7 SE +/- 35135391.19, N = 7 SE +/- 23113714.06, N = 6 69887233333 67689533333 59999485714 42673371429 41369157143 35221800000 24885966667
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.2.4 Benchmark: MD5 RTX 3090 RTX 3070 RTX 3080 Ti RTX 3080 RTX 3060 Ti RTX 3060 RTX 3070 Ti 70M 140M 210M 280M 350M 349388626.90 348241853.92 330471540.01 327414544.76 319066944.47 285693233.67 268121712.92
Hashcat GPU Power Consumption Monitor Min Avg Max RTX 3060 13.7 87.1 148.3 RTX 3060 Ti 13.2 110.4 199.6 RTX 3070 9.1 118.8 219.7 RTX 3070 Ti 16.1 159.2 278.4 RTX 3080 11.9 183.3 319.6 RTX 3090 31.3 200.0 345.8 RTX 3080 Ti 16.7 204.8 349.8 OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.2.4 GPU Power Consumption Monitor 100 200 300 400 500
Hashcat GPU Temperature Monitor Min Avg Max RTX 3060 42.0 51.1 59.0 RTX 3090 49.0 55.1 60.0 RTX 3060 Ti 47.0 55.7 63.0 RTX 3070 48.0 57.4 65.0 RTX 3080 Ti 51.0 58.3 65.0 RTX 3080 51.0 58.7 65.0 RTX 3070 Ti 50.0 61.3 70.0 OpenBenchmarking.org Celsius, Fewer Is Better Hashcat 6.2.4 GPU Temperature Monitor 20 40 60 80 100
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: SHA1 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 5000M 10000M 15000M 20000M 25000M SE +/- 24085870.69, N = 6 SE +/- 21246072.84, N = 6 SE +/- 14809381.41, N = 6 SE +/- 3912288.33, N = 6 SE +/- 11473321.71, N = 6 SE +/- 5257481.44, N = 6 SE +/- 8351553.42, N = 6 22100850000 21421483333 18975633333 13271300000 12963333333 10987733333 7735466667
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.2.4 Benchmark: SHA1 RTX 3090 RTX 3070 RTX 3080 Ti RTX 3080 RTX 3060 Ti RTX 3060 RTX 3070 Ti 20M 40M 60M 80M 100M 106101460.43 104004535.65 100043686.93 98663614.59 97823664.44 94634461.42 84457906.11
Hashcat GPU Power Consumption Monitor Min Avg Max RTX 3060 18.7 81.7 136.5 RTX 3060 Ti 20.8 112.3 190.2 RTX 3070 16.7 124.6 219.8 RTX 3070 Ti 23.4 157.1 260.6 RTX 3080 20.7 192.3 319.6 RTX 3090 31.8 208.3 345.7 RTX 3080 Ti 29.5 214.1 349.4 OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.2.4 GPU Power Consumption Monitor 100 200 300 400 500
Hashcat GPU Temperature Monitor Min Avg Max RTX 3060 43.0 51.3 59.0 RTX 3060 Ti 47.0 56.2 63.0 RTX 3090 50.0 56.4 61.0 RTX 3070 49.0 58.2 66.0 RTX 3080 54.0 60.1 66.0 RTX 3080 Ti 53.0 60.3 65.0 RTX 3070 Ti 50.0 60.8 68.0 OpenBenchmarking.org Celsius, Fewer Is Better Hashcat 6.2.4 GPU Temperature Monitor 20 40 60 80 100
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: 7-Zip RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 200K 400K 600K 800K 1000K SE +/- 3011.22, N = 9 SE +/- 955.83, N = 9 SE +/- 612.10, N = 9 SE +/- 348.45, N = 9 SE +/- 1441.17, N = 9 SE +/- 419.32, N = 10 SE +/- 371.72, N = 9 1109178 1086667 976022 712544 669744 578250 413789
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.2.4 Benchmark: 7-Zip RTX 3070 RTX 3060 Ti RTX 3080 RTX 3090 RTX 3080 Ti RTX 3060 RTX 3070 Ti 2K 4K 6K 8K 10K 8494.23 7588.11 7226.81 7166.76 6937.39 6527.49 6112.73
Hashcat GPU Power Consumption Monitor Min Avg Max RTX 3060 18.7 63.4 169.9 RTX 3060 Ti 20.6 76.2 199.7 RTX 3070 16.6 78.8 219.3 RTX 3070 Ti 23.5 116.6 289.4 RTX 3080 18.9 135.1 323.1 RTX 3090 32.0 154.8 343.3 RTX 3080 Ti 25.8 156.6 329.7 OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.2.4 GPU Power Consumption Monitor 80 160 240 320 400
Hashcat GPU Temperature Monitor Min Avg Max RTX 3060 43.0 50.0 61.0 RTX 3060 Ti 47.0 50.9 59.0 RTX 3070 49.0 52.7 60.0 RTX 3090 51.0 54.2 58.0 RTX 3080 54.0 56.6 61.0 RTX 3070 Ti 50.0 56.9 66.0 RTX 3080 Ti 54.0 57.0 61.0 OpenBenchmarking.org Celsius, Fewer Is Better Hashcat 6.2.4 GPU Temperature Monitor 20 40 60 80 100
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: SHA-512 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 600M 1200M 1800M 2400M 3000M SE +/- 2677519.58, N = 6 SE +/- 2958462.44, N = 6 SE +/- 3109197.82, N = 6 SE +/- 313758.58, N = 6 SE +/- 2532115.94, N = 6 SE +/- 832532.95, N = 6 SE +/- 1211725.12, N = 6 2820366667 2728650000 2426033333 1704066667 1664983333 1412133333 994983333
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.2.4 Benchmark: SHA-512 RTX 3090 RTX 3070 RTX 3080 Ti RTX 3080 RTX 3060 Ti RTX 3060 RTX 3070 Ti 3M 6M 9M 12M 15M 13522459.34 13269988.91 12814087.04 12537756.81 12347330.61 11868453.64 10533842.86
Hashcat GPU Power Consumption Monitor Min Avg Max RTX 3060 18.9 83.8 139.3 RTX 3060 Ti 20.4 114.4 193.7 RTX 3070 16.2 125.5 219.7 RTX 3070 Ti 23.3 161.8 268.7 RTX 3080 19.0 193.5 319.3 RTX 3090 31.6 208.6 345.4 RTX 3080 Ti 27.4 212.9 349.7 OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.2.4 GPU Power Consumption Monitor 100 200 300 400 500
Hashcat GPU Temperature Monitor Min Avg Max RTX 3060 43.0 51.2 58.0 RTX 3060 Ti 43.0 54.0 62.0 RTX 3090 49.0 55.5 60.0 RTX 3070 46.0 56.3 65.0 RTX 3080 51.0 58.7 65.0 RTX 3080 Ti 51.0 59.3 65.0 RTX 3070 Ti 49.0 60.9 69.0 OpenBenchmarking.org Celsius, Fewer Is Better Hashcat 6.2.4 GPU Temperature Monitor 20 40 60 80 100
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 3080 Ti RTX 3090 RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 200K 400K 600K 800K 1000K SE +/- 757.11, N = 8 SE +/- 2665.37, N = 8 SE +/- 1903.85, N = 9 SE +/- 1390.42, N = 9 SE +/- 752.08, N = 8 SE +/- 1142.14, N = 9 SE +/- 2289.57, N = 8 800050 798175 712078 504878 493775 417944 287638
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 3070 RTX 3090 RTX 3060 Ti RTX 3080 Ti RTX 3080 RTX 3060 RTX 3070 Ti 1200 2400 3600 4800 6000 5516.97 5194.02 5040.88 5008.27 4988.30 4372.31 4293.08
Hashcat GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 65.8 150.6 RTX 3060 Ti 20.6 82.9 198.9 RTX 3070 16.5 89.5 218.1 RTX 3070 Ti 23.7 117.6 272.4 RTX 3080 21.6 142.7 319.0 RTX 3090 32.1 153.7 346.1 RTX 3080 Ti 22.0 159.7 349.7 OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.2.4 GPU Power Consumption Monitor 100 200 300 400 500
Hashcat GPU Temperature Monitor Min Avg Max RTX 3060 43.0 49.4 60.0 RTX 3060 Ti 46.0 50.9 59.0 RTX 3070 48.0 53.3 61.0 RTX 3090 50.0 53.6 58.0 RTX 3080 53.0 56.8 62.0 RTX 3070 Ti 50.0 57.0 67.0 RTX 3080 Ti 54.0 57.3 62.0 OpenBenchmarking.org Celsius, Fewer Is Better Hashcat 6.2.4 GPU Temperature Monitor 20 40 60 80 100
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 5 10 15 20 25 SE +/- 0.048, N = 3 SE +/- 0.028, N = 3 SE +/- 0.022, N = 3 SE +/- 0.014, N = 3 SE +/- 0.019, N = 3 SE +/- 0.009, N = 3 SE +/- 0.006, N = 3 20.683 20.288 17.718 13.798 12.970 11.504 8.507
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s Per Watt, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom RTX 3070 RTX 3060 Ti RTX 3060 RTX 3090 RTX 3070 Ti RTX 3080 RTX 3080 Ti 0.018 0.036 0.054 0.072 0.09 0.080 0.077 0.074 0.072 0.070 0.068 0.067
IndigoBench GPU Power Consumption Monitor Min Avg Max RTX 3060 19.5 114.3 127.6 RTX 3060 Ti 18.9 148.9 167.3 RTX 3070 15.7 162.2 184.2 RTX 3070 Ti 21.2 197.9 221.1 RTX 3080 19.3 259.2 295.7 RTX 3090 26.7 287.1 336.1 RTX 3080 Ti 22.8 303.2 340.7 OpenBenchmarking.org Watts, Fewer Is Better IndigoBench 4.4 GPU Power Consumption Monitor 80 160 240 320 400
IndigoBench GPU Temperature Monitor Min Avg Max RTX 3090 34.0 55.9 66.0 RTX 3060 47.0 57.1 63.0 RTX 3070 34.0 59.0 67.0 RTX 3060 Ti 36.0 59.0 66.0 RTX 3080 36.0 61.2 71.0 RTX 3070 Ti 36.0 62.9 70.0 RTX 3080 Ti 38.0 64.2 73.0 OpenBenchmarking.org Celsius, Fewer Is Better IndigoBench 4.4 GPU Temperature Monitor 20 40 60 80 100
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 12 24 36 48 60 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 52.71 51.90 47.00 39.13 37.39 34.08 25.93
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s Per Watt, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar RTX 3070 RTX 3060 RTX 3060 Ti RTX 3070 Ti RTX 3090 RTX 3080 RTX 3080 Ti 0.0551 0.1102 0.1653 0.2204 0.2755 0.245 0.242 0.240 0.208 0.195 0.192 0.185
IndigoBench GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 107.3 123.9 RTX 3060 Ti 21.0 142.1 161.4 RTX 3070 16.5 152.9 174.1 RTX 3070 Ti 24.2 188.4 210.8 RTX 3080 25.4 245.2 274.2 RTX 3090 32.0 270.2 308.2 RTX 3080 Ti 29.2 280.4 311.4 OpenBenchmarking.org Watts, Fewer Is Better IndigoBench 4.4 GPU Power Consumption Monitor 80 160 240 320 400
IndigoBench GPU Temperature Monitor Min Avg Max RTX 3060 43.0 55.1 59.0 RTX 3060 Ti 50.0 62.7 66.0 RTX 3090 54.0 62.9 66.0 RTX 3070 51.0 63.7 67.0 RTX 3070 Ti 53.0 66.8 70.0 RTX 3080 57.0 67.0 70.0 RTX 3080 Ti 58.0 68.2 72.0 OpenBenchmarking.org Celsius, Fewer Is Better IndigoBench 4.4 GPU Temperature Monitor 20 40 60 80 100
JuliaGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better JuliaGPU 1.2pts1 OpenCL Device: GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 110M 220M 330M 440M 550M SE +/- 2811742.88, N = 8 SE +/- 2408858.67, N = 9 SE +/- 2361749.05, N = 8 SE +/- 3560374.60, N = 8 SE +/- 3561096.98, N = 8 SE +/- 1945793.57, N = 8 SE +/- 642390.88, N = 8 492011904.2 472565820.3 459314633.0 427836038.7 426397082.5 411524637.1 378413490.2 1. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
JuliaGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better JuliaGPU 1.2pts1 OpenCL Device: GPU RTX 3060 RTX 3070 RTX 3060 Ti RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 1.5M 3M 4.5M 6M 7.5M 7004703.68 6839683.51 6549008.08 4756957.92 4271091.55 4046951.53 3773962.16
JuliaGPU GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 54.0 80.1 RTX 3070 17.0 62.3 100.4 RTX 3060 Ti 21.5 62.8 96.6 RTX 3070 Ti 24.5 89.9 135.2 RTX 3080 23.8 107.5 170.1 RTX 3090 33.4 121.6 187.8 RTX 3080 Ti 27.4 125.2 191.3 OpenBenchmarking.org Watts, Fewer Is Better JuliaGPU 1.2pts1 GPU Power Consumption Monitor 50 100 150 200 250
JuliaGPU GPU Temperature Monitor Min Avg Max RTX 3060 43.0 51.0 57.0 RTX 3060 Ti 47.0 51.9 56.0 RTX 3070 48.0 52.6 56.0 RTX 3090 51.0 55.4 59.0 RTX 3070 Ti 50.0 55.8 60.0 RTX 3080 53.0 56.9 61.0 RTX 3080 Ti 53.0 57.0 61.0 OpenBenchmarking.org Celsius, Fewer Is Better JuliaGPU 1.2pts1 GPU Temperature Monitor 20 40 60 80 100
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: OpenCL RTX 3080 Ti RTX 3090 RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 13K 26K 39K 52K 65K SE +/- 231.66, N = 3 SE +/- 514.58, N = 3 SE +/- 199.06, N = 3 SE +/- 164.81, N = 3 SE +/- 66.16, N = 3 SE +/- 136.70, N = 3 SE +/- 205.27, N = 3 61726 61151 56188 47753 40342 37359 25149 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.28 Backend: OpenCL RTX 3060 Ti RTX 3070 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3060 40 80 120 160 200 197.26 194.77 192.95 189.97 188.32 183.68 158.84
LeelaChessZero GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 158.3 170.0 RTX 3060 Ti 21.0 189.4 198.9 RTX 3070 16.9 207.1 219.7 RTX 3070 Ti 24.0 260.0 289.1 RTX 3080 22.9 298.4 319.5 RTX 3090 31.9 316.9 348.7 RTX 3080 Ti 31.4 324.9 349.6 OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.28 GPU Power Consumption Monitor 100 200 300 400 500
LeelaChessZero GPU Temperature Monitor Min Avg Max RTX 3060 43.0 63.5 65.0 RTX 3090 53.0 65.9 68.0 RTX 3060 Ti 50.0 68.5 70.0 RTX 3070 51.0 70.3 72.0 RTX 3080 56.0 71.5 73.0 RTX 3080 Ti 57.0 72.5 75.0 RTX 3070 Ti 52.0 72.6 75.0 OpenBenchmarking.org Celsius, Fewer Is Better LeelaChessZero 0.28 GPU Temperature Monitor 20 40 60 80 100
LuxCoreRender Scene: DLSC - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: DLSC - Acceleration: GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 11.28 10.98 9.52 7.00 6.61 5.73 4.29 MIN: 10.49 / MAX: 11.58 MIN: 10.11 / MAX: 11.41 MIN: 8.4 / MAX: 9.74 MIN: 6.87 / MAX: 7.16 MIN: 6.05 / MAX: 6.91 MIN: 5.31 / MAX: 5.98 MIN: 4.11 / MAX: 4.53
LuxCoreRender Scene: DLSC - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.6 Scene: DLSC - Acceleration: GPU RTX 3060 RTX 3090 RTX 3070 RTX 3060 Ti RTX 3080 RTX 3070 Ti RTX 3080 Ti 0.0119 0.0238 0.0357 0.0476 0.0595 0.053 0.050 0.043 0.041 0.037 0.037 0.036
LuxCoreRender GPU Power Consumption Monitor Min Avg Max RTX 3060 19.0 80.5 113.9 RTX 3060 Ti 20.1 140.1 151.9 RTX 3070 16.3 154.3 168.0 RTX 3070 Ti 22.8 190.9 205.8 RTX 3090 28.5 225.0 332.0 RTX 3080 18.4 258.9 283.9 RTX 3080 Ti 27.1 303.4 332.3 OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.6 GPU Power Consumption Monitor 80 160 240 320 400
LuxCoreRender GPU Temperature Monitor Min Avg Max RTX 3060 44.0 51.8 58.0 RTX 3090 39.0 54.9 67.0 RTX 3060 Ti 41.0 60.3 65.0 RTX 3070 43.0 62.3 67.0 RTX 3070 Ti 47.0 66.0 69.0 RTX 3080 49.0 66.7 71.0 RTX 3080 Ti 49.0 68.2 73.0 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.6 GPU Temperature Monitor 20 40 60 80 100
LuxCoreRender Scene: Danish Mood - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: Danish Mood - Acceleration: GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 12 SE +/- 0.01, N = 3 SE +/- 0.06, N = 4 SE +/- 0.05, N = 3 SE +/- 0.02, N = 15 8.54 8.45 7.32 5.42 5.11 4.35 3.26 MIN: 2.14 / MAX: 10.54 MIN: 2.17 / MAX: 10.28 MIN: 1.64 / MAX: 9.08 MIN: 1.62 / MAX: 6.55 MIN: 1.22 / MAX: 6.27 MIN: 1.49 / MAX: 5.3 MIN: 0.87 / MAX: 3.88
LuxCoreRender Scene: Danish Mood - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.6 Scene: Danish Mood - Acceleration: GPU RTX 3070 RTX 3060 Ti RTX 3060 RTX 3080 RTX 3090 RTX 3080 Ti RTX 3070 Ti 0.009 0.018 0.027 0.036 0.045 0.040 0.037 0.036 0.034 0.033 0.033 0.033
LuxCoreRender GPU Power Consumption Monitor Min Avg Max RTX 3060 19.0 90.2 106.7 RTX 3060 Ti 21.3 118.8 139.9 RTX 3070 16.6 129.1 153.2 RTX 3070 Ti 23.8 163.9 188.9 RTX 3080 23.9 216.7 255.2 RTX 3080 Ti 27.5 255.5 301.6 RTX 3090 33.4 256.4 302.4 OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.6 GPU Power Consumption Monitor 80 160 240 320 400
LuxCoreRender GPU Temperature Monitor Min Avg Max RTX 3060 43.0 53.7 58.0 RTX 3060 Ti 51.0 59.8 63.0 RTX 3070 51.0 61.4 65.0 RTX 3090 55.0 62.7 66.0 RTX 3070 Ti 53.0 64.3 67.0 RTX 3080 58.0 65.6 69.0 RTX 3080 Ti 58.0 66.4 70.0 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.6 GPU Temperature Monitor 20 40 60 80 100
LuxCoreRender Scene: Orange Juice - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: Orange Juice - Acceleration: GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 5 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 10.34 10.23 9.03 7.21 6.98 6.14 4.87 MIN: 8.41 / MAX: 13.65 MIN: 8.3 / MAX: 13.23 MIN: 7.24 / MAX: 11.66 MIN: 5.79 / MAX: 8.76 MIN: 5.6 / MAX: 8.45 MIN: 4.37 / MAX: 7.27 MIN: 3.84 / MAX: 6.13
LuxCoreRender Scene: Orange Juice - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.6 Scene: Orange Juice - Acceleration: GPU RTX 3060 RTX 3070 RTX 3060 Ti RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 0.0106 0.0212 0.0318 0.0424 0.053 0.047 0.045 0.044 0.039 0.036 0.035 0.035
LuxCoreRender GPU Power Consumption Monitor Min Avg Max RTX 3060 18.9 102.7 115.1 RTX 3060 Ti 21.1 139.5 157.3 RTX 3070 16.6 153.6 174.1 RTX 3070 Ti 23.9 186.9 208.2 RTX 3080 19.8 250.4 282.1 RTX 3080 Ti 23.4 289.0 326.3 RTX 3090 32.8 292.5 328.7 OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.6 GPU Power Consumption Monitor 80 160 240 320 400
LuxCoreRender GPU Temperature Monitor Min Avg Max RTX 3060 43.0 54.9 58.0 RTX 3060 Ti 50.0 62.2 65.0 RTX 3070 51.0 64.0 67.0 RTX 3090 54.0 64.9 68.0 RTX 3070 Ti 52.0 66.7 70.0 RTX 3080 56.0 68.0 71.0 RTX 3080 Ti 57.0 68.9 72.0 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.6 GPU Temperature Monitor 20 40 60 80 100
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: LuxCore Benchmark - Acceleration: GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 10.85 10.51 9.14 6.61 6.22 5.39 4.05 MIN: 3.57 / MAX: 12.86 MIN: 2.79 / MAX: 12.46 MIN: 2.47 / MAX: 10.83 MIN: 2.19 / MAX: 7.8 MIN: 2.17 / MAX: 7.35 MIN: 1.78 / MAX: 6.36 MIN: 1.14 / MAX: 4.78
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.6 Scene: LuxCore Benchmark - Acceleration: GPU RTX 3060 RTX 3090 RTX 3070 RTX 3060 Ti RTX 3080 Ti RTX 3080 RTX 3070 Ti 0.0124 0.0248 0.0372 0.0496 0.062 0.055 0.053 0.046 0.043 0.039 0.039 0.039
LuxCoreRender GPU Power Consumption Monitor Min Avg Max RTX 3060 18.9 73.2 110.3 RTX 3060 Ti 21.3 125.8 146.0 RTX 3070 16.3 136.4 159.6 RTX 3070 Ti 24.0 171.3 196.1 RTX 3090 30.1 204.1 319.1 RTX 3080 24.1 233.1 271.2 RTX 3080 Ti 23.4 272.2 315.1 OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.6 GPU Power Consumption Monitor 80 160 240 320 400
LuxCoreRender GPU Temperature Monitor Min Avg Max RTX 3060 43.0 51.4 58.0 RTX 3090 45.0 57.9 67.0 RTX 3060 Ti 50.0 60.5 64.0 RTX 3070 51.0 62.1 66.0 RTX 3070 Ti 53.0 65.1 68.0 RTX 3080 57.0 66.2 70.0 RTX 3080 Ti 57.0 67.6 71.0 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.6 GPU Temperature Monitor 20 40 60 80 100
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: Rainbow Colors and Prism - Acceleration: GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 7 14 21 28 35 SE +/- 0.32, N = 6 SE +/- 0.47, N = 15 SE +/- 0.13, N = 6 SE +/- 0.18, N = 5 SE +/- 0.12, N = 5 SE +/- 0.11, N = 5 SE +/- 0.06, N = 4 31.01 30.48 26.54 21.08 20.33 18.07 13.50 MIN: 28.41 / MAX: 33.92 MIN: 4.31 / MAX: 33.71 MIN: 23.12 / MAX: 29.17 MIN: 19.53 / MAX: 22.8 MIN: 18.07 / MAX: 21.88 MIN: 15.25 / MAX: 19.46 MIN: 12.02 / MAX: 14.47
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.6 Scene: Rainbow Colors and Prism - Acceleration: GPU RTX 3070 RTX 3060 Ti RTX 3060 RTX 3080 RTX 3090 RTX 3080 Ti RTX 3070 Ti 0.0385 0.077 0.1155 0.154 0.1925 0.171 0.162 0.150 0.143 0.140 0.138 0.137
LuxCoreRender GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 89.9 118.0 RTX 3060 Ti 21.1 111.3 157.8 RTX 3070 16.6 119.1 172.1 RTX 3070 Ti 23.8 153.7 212.5 RTX 3080 22.1 185.5 282.5 RTX 3090 33.1 220.9 338.4 RTX 3080 Ti 26.7 221.2 336.6 OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.6 GPU Power Consumption Monitor 80 160 240 320 400
LuxCoreRender GPU Temperature Monitor Min Avg Max RTX 3060 43.0 53.1 58.0 RTX 3060 Ti 50.0 57.7 62.0 RTX 3070 51.0 58.9 63.0 RTX 3090 55.0 59.9 63.0 RTX 3080 56.0 61.4 65.0 RTX 3070 Ti 52.0 62.2 67.0 RTX 3080 Ti 57.0 63.4 68.0 OpenBenchmarking.org Celsius, Fewer Is Better LuxCoreRender 2.6 GPU Temperature Monitor 20 40 60 80 100
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 110M 220M 330M 440M 550M SE +/- 1780706.00, N = 10 SE +/- 1175920.80, N = 10 SE +/- 572727.71, N = 10 SE +/- 530024.12, N = 9 SE +/- 422788.81, N = 9 SE +/- 1279497.74, N = 8 SE +/- 242876.80, N = 7 501044446.7 461789875.5 428359837.3 329682482.6 321865318.9 285067246.1 215226018.8 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU RTX 3070 RTX 3090 RTX 3060 Ti RTX 3080 RTX 3080 Ti RTX 3060 RTX 3070 Ti 800K 1600K 2400K 3200K 4000K 3909868.25 3558069.62 3530918.96 3420743.43 3227841.88 3121625.40 3034056.00
MandelGPU GPU Power Consumption Monitor Min Avg Max RTX 3060 19.3 68.9 107.8 RTX 3060 Ti 20.3 80.7 141.6 RTX 3070 16.4 82.3 159.0 RTX 3070 Ti 23.3 108.7 194.9 RTX 3080 20.1 125.2 262.8 RTX 3090 30.8 140.8 295.2 RTX 3080 Ti 29.9 143.1 294.0 OpenBenchmarking.org Watts, Fewer Is Better MandelGPU 1.3pts1 GPU Power Consumption Monitor 70 140 210 280 350
MandelGPU GPU Temperature Monitor Min Avg Max RTX 3060 Ti 44.0 50.1 56.0 RTX 3070 45.0 50.6 56.0 RTX 3060 46.0 51.9 57.0 RTX 3090 49.0 52.4 56.0 RTX 3080 50.0 54.1 58.0 RTX 3080 Ti 49.0 54.1 58.0 RTX 3070 Ti 48.0 55.4 62.0 OpenBenchmarking.org Celsius, Fewer Is Better MandelGPU 1.3pts1 GPU Temperature Monitor 20 40 60 80 100
Meta Performance Per Watts Performance Per Watts OpenBenchmarking.org Performance Per Watts, More Is Better Meta Performance Per Watts Performance Per Watts RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 2K 4K 6K 8K 10K 9893.96 9408.69 8566.05 6518.35 6071.23 5548.85 1454.12
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 150 300 450 600 750 682.30 677.71 574.87 461.86 417.91 387.17 294.86
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 2020.1 Total Score RTX 3070 RTX 3060 Ti RTX 3060 RTX 3080 Ti RTX 3090 RTX 3070 Ti RTX 3080 0.5443 1.0886 1.6329 2.1772 2.7215 2.419 2.411 2.410 2.073 2.047 2.042 1.959
OctaneBench GPU Power Consumption Monitor Min Avg Max RTX 3060 18.9 122.3 131.4 RTX 3060 Ti 19.1 160.6 177.0 RTX 3070 16.3 172.8 196.1 RTX 3070 Ti 22.3 226.2 241.0 RTX 3080 22.6 293.5 319.1 RTX 3080 Ti 25.8 327.0 349.4 RTX 3090 28.9 333.2 345.7 OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 2020.1 GPU Power Consumption Monitor 100 200 300 400 500
OctaneBench GPU Temperature Monitor Min Avg Max RTX 3060 44.0 57.8 59.0 RTX 3060 Ti 36.0 62.9 66.0 RTX 3090 41.0 64.8 68.0 RTX 3070 39.0 64.9 69.0 RTX 3080 42.0 68.9 73.0 RTX 3070 Ti 42.0 69.3 72.0 RTX 3080 Ti 42.0 70.4 74.0 OpenBenchmarking.org Celsius, Fewer Is Better OctaneBench 2020.1 GPU Temperature Monitor 20 40 60 80 100
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 3 6 9 12 15 SE +/- 0.014, N = 7 SE +/- 0.012, N = 7 SE +/- 0.012, N = 7 SE +/- 0.008, N = 6 SE +/- 0.006, N = 6 SE +/- 0.008, N = 6 SE +/- 0.004, N = 5 5.587 5.641 6.017 7.057 7.792 8.328 10.451
RealSR-NCNN GPU Power Consumption Monitor Min Avg Max RTX 3060 13.7 107.3 168.6 RTX 3060 Ti 13.4 113.2 196.5 RTX 3070 9.2 120.2 219.7 RTX 3070 Ti 16.3 159.0 289.4 RTX 3080 12.1 162.4 319.5 RTX 3090 32.7 172.7 343.9 RTX 3080 Ti 18.3 175.7 337.4 OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 GPU Power Consumption Monitor 80 160 240 320 400
RealSR-NCNN GPU Temperature Monitor Min Avg Max RTX 3060 43.0 53.6 61.0 RTX 3090 53.0 56.5 61.0 RTX 3060 Ti 48.0 57.0 64.0 RTX 3070 50.0 57.9 64.0 RTX 3080 54.0 58.5 63.0 RTX 3080 Ti 56.0 59.0 63.0 RTX 3070 Ti 51.0 60.9 69.0 OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 GPU Temperature Monitor 20 40 60 80 100
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 15 30 45 60 75 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 29.19 29.82 32.85 41.33 47.30 51.56 68.69
RealSR-NCNN GPU Power Consumption Monitor Min Avg Max RTX 3060 13.6 157.3 169.8 RTX 3060 Ti 13.2 177.7 197.0 RTX 3070 8.9 195.8 219.9 RTX 3070 Ti 16.6 256.8 289.7 RTX 3080 14.5 275.6 320.3 RTX 3080 Ti 16.2 286.4 338.8 RTX 3090 30.8 294.0 345.5 OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 GPU Power Consumption Monitor 100 200 300 400 500
RealSR-NCNN GPU Temperature Monitor Min Avg Max RTX 3090 50.0 61.7 66.0 RTX 3060 42.0 62.0 65.0 RTX 3080 Ti 52.0 65.1 71.0 RTX 3060 Ti 47.0 65.8 70.0 RTX 3080 52.0 66.2 72.0 RTX 3070 49.0 67.0 71.0 RTX 3070 Ti 50.0 70.6 75.0 OpenBenchmarking.org Celsius, Fewer Is Better RealSR-NCNN 20200818 GPU Temperature Monitor 20 40 60 80 100
Rodinia Test: OpenCL Myocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Myocyte RTX 3060 Ti RTX 3080 RTX 3070 RTX 3070 Ti RTX 3080 Ti RTX 3060 RTX 3090 7 14 21 28 35 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 27.64 27.98 28.14 28.40 28.56 28.57 28.94 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia GPU Power Consumption Monitor Min Avg Max RTX 3060 19.1 45.0 48.5 RTX 3060 Ti 20.8 55.5 60.2 RTX 3070 16.6 56.0 61.0 RTX 3070 Ti 24.3 90.2 97.8 RTX 3080 21.2 112.7 124.5 RTX 3090 29.4 125.7 136.7 RTX 3080 Ti 34.5 132.9 148.1 OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor 40 80 120 160 200
Rodinia GPU Temperature Monitor Min Avg Max RTX 3090 43.0 47.6 49.0 RTX 3060 43.0 50.7 56.0 RTX 3060 Ti 47.0 51.1 54.0 RTX 3070 48.0 51.9 54.0 RTX 3070 Ti 51.0 55.9 57.0 RTX 3080 53.0 56.5 59.0 RTX 3080 Ti 53.0 57.3 60.0 OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor 16 32 48 64 80
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter RTX 3080 Ti RTX 3090 RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 3 6 9 12 15 SE +/- 0.009, N = 8 SE +/- 0.023, N = 8 SE +/- 0.003, N = 8 SE +/- 0.002, N = 7 SE +/- 0.008, N = 7 SE +/- 0.008, N = 6 SE +/- 0.028, N = 5 3.757 3.957 4.189 5.771 5.956 6.927 9.521 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia GPU Power Consumption Monitor Min Avg Max RTX 3060 19.5 56.3 71.8 RTX 3060 Ti 20.4 69.6 93.4 RTX 3070 16.1 70.4 102.6 RTX 3070 Ti 22.8 100.5 140.7 RTX 3080 20.3 118.8 181.8 RTX 3090 29.5 129.2 203.2 RTX 3080 Ti 25.7 133.1 210.0 OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 GPU Power Consumption Monitor 60 120 180 240 300
Rodinia GPU Temperature Monitor Min Avg Max RTX 3060 Ti 43.0 48.1 51.0 RTX 3090 44.0 48.2 51.0 RTX 3070 45.0 49.1 52.0 RTX 3060 43.0 51.1 59.0 RTX 3080 50.0 53.7 56.0 RTX 3080 Ti 50.0 53.9 56.0 RTX 3070 Ti 48.0 54.5 58.0 OpenBenchmarking.org Celsius, Fewer Is Better Rodinia 3.1 GPU Temperature Monitor 16 32 48 64 80
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: S3D OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 90 180 270 360 450 SE +/- 0.12, N = 13 SE +/- 0.09, N = 14 SE +/- 0.15, N = 14 SE +/- 0.05, N = 14 SE +/- 0.07, N = 14 SE +/- 0.04, N = 13 SE +/- 0.05, N = 13 429.43 419.87 338.69 285.79 219.11 212.47 171.95 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: S3D OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D RTX 3070 RTX 3060 Ti RTX 3090 RTX 3080 Ti RTX 3080 RTX 3060 RTX 3070 Ti 2 4 6 8 10 6.650 6.179 5.835 5.538 5.388 5.352 4.884
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3060 19.0 32.1 46.1 RTX 3070 16.6 32.9 48.0 RTX 3060 Ti 20.5 34.4 46.2 RTX 3070 Ti 23.5 58.5 83.6 RTX 3080 18.9 62.9 92.2 RTX 3090 31.6 73.6 109.4 RTX 3080 Ti 28.8 75.8 111.0 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 20 40 60 80 100
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 39.0 41.9 45.0 RTX 3070 42.0 44.8 48.0 RTX 3090 45.0 47.7 51.0 RTX 3070 Ti 45.0 48.9 53.0 RTX 3060 47.0 49.2 52.0 RTX 3080 47.0 49.8 53.0 RTX 3080 Ti 46.0 49.9 53.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 15 30 45 60 75
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Triad OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 3060 6 12 18 24 30 SE +/- 0.03, N = 13 SE +/- 0.00, N = 13 SE +/- 0.00, N = 13 SE +/- 0.01, N = 15 SE +/- 0.01, N = 13 SE +/- 0.01, N = 13 SE +/- 0.01, N = 13 24.44 24.39 24.25 24.04 23.69 23.66 23.35 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Triad OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad RTX 3070 RTX 3060 RTX 3060 Ti RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 0.1809 0.3618 0.5427 0.7236 0.9045 0.804 0.782 0.772 0.494 0.438 0.376 0.350
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3070 16.3 29.4 43.1 RTX 3060 19.2 29.9 41.2 RTX 3060 Ti 19.5 30.7 41.6 RTX 3070 Ti 22.1 48.7 75.0 RTX 3080 17.2 55.4 86.6 RTX 3090 29.1 65.0 102.4 RTX 3080 Ti 24.7 69.6 105.4 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 20 40 60 80 100
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 36.0 37.1 39.0 RTX 3070 38.0 39.6 42.0 RTX 3090 41.0 42.9 45.0 RTX 3070 Ti 40.0 43.2 46.0 RTX 3080 42.0 43.9 46.0 RTX 3080 Ti 42.0 44.2 47.0 RTX 3060 49.0 51.1 53.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 15 30 45 60 75
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 500 1000 1500 2000 2500 SE +/- 0.07, N = 12 SE +/- 0.14, N = 14 SE +/- 0.07, N = 13 SE +/- 0.04, N = 12 SE +/- 0.29, N = 12 SE +/- 0.25, N = 12 SE +/- 0.18, N = 12 2103.73 2016.86 1763.58 1292.09 1136.26 962.42 758.40 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP RTX 3070 RTX 3060 Ti RTX 3090 RTX 3080 RTX 3080 Ti RTX 3060 RTX 3070 Ti 6 12 18 24 30 26.53 22.80 22.70 21.12 20.58 18.82 18.40
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3060 19.2 40.3 65.5 RTX 3060 Ti 19.1 42.2 69.8 RTX 3070 16.2 42.8 72.8 RTX 3070 Ti 21.8 70.2 105.1 RTX 3080 24.2 83.5 124.0 RTX 3090 28.7 92.7 137.4 RTX 3080 Ti 32.1 98.0 143.4 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 40 80 120 160 200
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 35.0 36.6 40.0 RTX 3070 37.0 39.0 43.0 RTX 3090 40.0 41.8 44.0 RTX 3080 40.0 42.6 45.0 RTX 3070 Ti 39.0 42.7 47.0 RTX 3080 Ti 41.0 43.6 47.0 RTX 3060 51.0 54.3 59.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 16 32 48 64 80
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 10 20 30 40 50 SE +/- 0.03, N = 14 SE +/- 0.05, N = 14 SE +/- 0.03, N = 14 SE +/- 0.00, N = 13 SE +/- 0.00, N = 13 SE +/- 0.01, N = 13 SE +/- 0.00, N = 15 43.55 41.87 37.53 26.21 25.33 21.56 15.12 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash RTX 3090 RTX 3070 RTX 3080 RTX 3080 Ti RTX 3060 Ti RTX 3070 Ti RTX 3060 0.1087 0.2174 0.3261 0.4348 0.5435 0.483 0.480 0.440 0.431 0.397 0.350 0.284
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3070 16.3 52.8 130.6 RTX 3060 19.2 53.2 136.1 RTX 3060 Ti 18.9 54.3 135.7 RTX 3070 Ti 21.6 74.8 179.7 RTX 3080 18.0 85.4 185.9 RTX 3090 28.6 90.2 186.3 RTX 3080 Ti 25.2 97.1 198.6 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 50 100 150 200 250
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 35.0 38.4 47.0 RTX 3070 37.0 40.1 49.0 RTX 3090 39.0 41.4 47.0 RTX 3080 40.0 42.7 49.0 RTX 3080 Ti 41.0 43.5 49.0 RTX 3070 Ti 39.0 43.6 55.0 RTX 3060 49.0 53.1 61.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 20 40 60 80 100
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Reduction OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction RTX 3080 RTX 3090 RTX 3080 Ti RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 80 160 240 320 400 SE +/- 0.08, N = 13 SE +/- 0.07, N = 13 SE +/- 0.17, N = 13 SE +/- 0.13, N = 13 SE +/- 0.31, N = 12 SE +/- 0.51, N = 12 SE +/- 0.09, N = 12 390.63 389.58 383.71 381.56 327.41 325.50 307.57 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Reduction OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction RTX 3070 RTX 3060 RTX 3060 Ti RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 2 4 6 8 10 6.445 6.373 6.330 4.956 4.226 3.601 3.405
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3060 19.1 48.3 95.2 RTX 3070 16.3 50.8 92.1 RTX 3060 Ti 19.4 51.4 106.4 RTX 3070 Ti 22.1 77.0 145.1 RTX 3080 17.4 92.4 168.8 RTX 3090 28.8 108.2 192.3 RTX 3080 Ti 31.7 112.7 191.4 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 50 100 150 200 250
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 35.0 38.0 42.0 RTX 3070 37.0 39.9 43.0 RTX 3090 39.0 41.7 45.0 RTX 3080 40.0 42.8 46.0 RTX 3070 Ti 39.0 43.5 49.0 RTX 3080 Ti 41.0 44.3 48.0 RTX 3060 49.0 53.4 59.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 16 32 48 64 80
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: GEMM SGEMM_N OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 2K 4K 6K 8K 10K SE +/- 29.85, N = 12 SE +/- 24.71, N = 12 SE +/- 23.13, N = 11 SE +/- 6.05, N = 11 SE +/- 16.49, N = 10 SE +/- 3.49, N = 10 SE +/- 5.73, N = 9 8197.27 7981.90 6356.23 4697.67 3802.53 3435.63 2778.34 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: GEMM SGEMM_N OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 RTX 3060 Ti RTX 3070 Ti RTX 3060 15 30 45 60 75 67.56 64.01 60.72 56.25 50.78 49.76 44.68
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3060 19.1 62.2 142.1 RTX 3070 16.3 67.6 162.6 RTX 3060 Ti 19.6 67.7 154.3 RTX 3070 Ti 23.2 94.4 205.1 RTX 3080 21.3 104.7 228.8 RTX 3090 29.1 121.3 249.1 RTX 3080 Ti 28.6 124.7 244.4 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 60 120 180 240 300
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 35.0 40.3 48.0 RTX 3070 37.0 41.8 48.0 RTX 3090 39.0 42.7 47.0 RTX 3080 41.0 44.5 50.0 RTX 3080 Ti 42.0 46.2 51.0 RTX 3070 Ti 39.0 46.5 56.0 RTX 3060 46.0 52.0 62.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 20 40 60 80 100
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Download OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download RTX 3060 RTX 3090 RTX 3070 RTX 3070 Ti RTX 3080 Ti RTX 3080 RTX 3060 Ti 6 12 18 24 30 SE +/- 0.01, N = 13 SE +/- 0.00, N = 13 SE +/- 0.03, N = 13 SE +/- 0.02, N = 13 SE +/- 0.02, N = 13 SE +/- 0.01, N = 13 SE +/- 0.01, N = 13 25.10 25.03 24.72 24.71 24.70 24.70 24.69 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Download OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download RTX 3060 RTX 3070 RTX 3060 Ti RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 0.1764 0.3528 0.5292 0.7056 0.882 0.784 0.693 0.680 0.432 0.356 0.315 0.309
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3060 19.0 32.0 45.5 RTX 3070 16.6 35.7 54.0 RTX 3060 Ti 19.4 36.3 54.6 RTX 3070 Ti 22.5 57.2 88.5 RTX 3080 19.2 69.4 107.0 RTX 3090 32.1 79.6 133.9 RTX 3080 Ti 28.6 79.8 128.5 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 40 80 120 160 200
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 35.0 37.0 39.0 RTX 3070 37.0 38.9 41.0 RTX 3080 40.0 42.2 44.0 RTX 3070 Ti 39.0 42.2 45.0 RTX 3080 Ti 42.0 43.7 46.0 RTX 3060 45.0 47.9 50.0 RTX 3090 47.0 50.3 53.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 15 30 45 60 75
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Readback OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 3080 RTX 3080 Ti RTX 3090 RTX 3060 6 12 18 24 30 SE +/- 0.00, N = 13 SE +/- 0.00, N = 13 SE +/- 0.00, N = 13 SE +/- 0.00, N = 13 SE +/- 0.00, N = 15 SE +/- 0.00, N = 13 SE +/- 0.00, N = 13 26.35 26.35 26.35 26.35 26.35 26.35 26.35 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Readback OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback RTX 3060 RTX 3070 RTX 3060 Ti RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 0.1825 0.365 0.5475 0.73 0.9125 0.811 0.755 0.729 0.464 0.394 0.334 0.328
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3060 19.1 32.5 46.7 RTX 3070 16.4 34.9 53.9 RTX 3060 Ti 19.1 36.2 53.6 RTX 3070 Ti 22.1 56.8 85.9 RTX 3080 22.7 67.0 106.4 RTX 3090 29.8 78.9 130.2 RTX 3080 Ti 25.8 80.4 126.8 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 40 80 120 160 200
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 34.0 35.1 36.0 RTX 3070 36.0 37.0 38.0 RTX 3080 39.0 39.9 41.0 RTX 3070 Ti 38.0 40.1 42.0 RTX 3080 Ti 40.0 41.7 43.0 RTX 3090 43.0 45.9 48.0 RTX 3060 48.0 50.6 53.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 15 30 45 60 75
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth RTX 3090 RTX 3080 RTX 3080 Ti RTX 3070 RTX 3060 Ti RTX 3070 Ti RTX 3060 500 1000 1500 2000 2500 SE +/- 6.59, N = 3 SE +/- 7.52, N = 3 SE +/- 4.90, N = 3 SE +/- 5.40, N = 4 SE +/- 4.32, N = 4 SE +/- 4.43, N = 4 SE +/- 1.37, N = 4 2246.05 2227.53 2182.89 2150.10 2137.68 2102.79 1269.69 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth RTX 3060 Ti RTX 3070 RTX 3060 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 5 10 15 20 25 21.686 19.847 15.836 14.901 12.215 10.051 9.999
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor Min Avg Max RTX 3060 19.3 80.2 106.1 RTX 3060 Ti 19.1 98.6 139.2 RTX 3070 16.2 108.3 148.3 RTX 3070 Ti 21.6 141.1 182.0 RTX 3080 24.4 182.4 239.2 RTX 3080 Ti 27.8 217.2 286.2 RTX 3090 29.3 224.6 291.7 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor 70 140 210 280 350
SHOC Scalable HeterOgeneous Computing GPU Temperature Monitor Min Avg Max RTX 3060 Ti 33.0 43.2 50.0 RTX 3070 35.0 45.9 52.0 RTX 3080 38.0 48.3 54.0 RTX 3070 Ti 37.0 51.0 58.0 RTX 3080 Ti 39.0 51.0 58.0 RTX 3090 42.0 51.8 56.0 RTX 3060 44.0 53.1 61.0 OpenBenchmarking.org Celsius, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Temperature Monitor 20 40 60 80 100
SmallPT GPU OpenCL Device: GPU - Scene: Complex OpenBenchmarking.org Samples/sec, More Is Better SmallPT GPU 1.6pts1 OpenCL Device: GPU - Scene: Complex RTX 3070 Ti RTX 3060 Ti RTX 3080 Ti RTX 3080 RTX 3070 RTX 3060 RTX 3090 400M 800M 1200M 1600M 2000M SE +/- 19.92, N = 3 SE +/- 19.34, N = 3 SE +/- 20.21, N = 3 SE +/- 21.36, N = 3 SE +/- 19.92, N = 3 SE +/- 19.92, N = 3 SE +/- 21.07, N = 3 1657670347 1657660261 1657648738 1657637919 1657628359 1657619851 1657338892 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
SmallPT GPU OpenCL Device: GPU - Scene: Complex OpenBenchmarking.org Samples/sec Per Watt, More Is Better SmallPT GPU 1.6pts1 OpenCL Device: GPU - Scene: Complex RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 5M 10M 15M 20M 25M 23066499.50 17485060.80 15696067.17 11758663.21 8820802.24 7787782.18 7635643.23
SmallPT GPU GPU Power Consumption Monitor Min Avg Max RTX 3060 19.0 71.9 81.1 RTX 3060 Ti 20.1 94.8 106.0 RTX 3070 16.8 105.6 118.2 RTX 3070 Ti 23.2 141.0 156.8 RTX 3080 20.4 187.9 210.3 RTX 3090 30.9 212.8 237.2 RTX 3080 Ti 30.0 217.1 242.5 OpenBenchmarking.org Watts, Fewer Is Better SmallPT GPU 1.6pts1 GPU Power Consumption Monitor 60 120 180 240 300
SmallPT GPU GPU Temperature Monitor Min Avg Max RTX 3060 44.0 52.3 57.0 RTX 3060 Ti 42.0 52.4 55.0 RTX 3070 44.0 54.1 57.0 RTX 3090 47.0 56.8 60.0 RTX 3080 50.0 60.0 64.0 RTX 3070 Ti 48.0 60.4 64.0 RTX 3080 Ti 50.0 60.7 65.0 OpenBenchmarking.org Celsius, Fewer Is Better SmallPT GPU 1.6pts1 GPU Temperature Monitor 20 40 60 80 100
SmallPT GPU OpenCL Device: GPU - Scene: Cornell OpenBenchmarking.org Samples/sec, More Is Better SmallPT GPU 1.6pts1 OpenCL Device: GPU - Scene: Cornell RTX 3070 Ti RTX 3060 Ti RTX 3080 Ti RTX 3080 RTX 3070 RTX 3060 RTX 3090 400M 800M 1200M 1600M 2000M SE +/- 24.54, N = 3 SE +/- 24.25, N = 3 SE +/- 24.54, N = 3 SE +/- 24.54, N = 3 SE +/- 24.54, N = 3 SE +/- 24.25, N = 3 SE +/- 24.54, N = 3 1657670481 1657660394 1657648873 1657638055 1657628493 1657619984 1657339028 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
SmallPT GPU OpenCL Device: GPU - Scene: Cornell OpenBenchmarking.org Samples/sec Per Watt, More Is Better SmallPT GPU 1.6pts1 OpenCL Device: GPU - Scene: Cornell RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 2M 4M 6M 8M 10M 11552400.60 9162824.88 8377067.46 6302630.53 5691498.28 5250171.61 5194201.29
SmallPT GPU GPU Power Consumption Monitor Min Avg Max RTX 3060 19.2 143.5 158.1 RTX 3060 Ti 20.2 180.9 199.8 RTX 3070 16.7 197.9 219.8 RTX 3070 Ti 24.2 263.0 289.6 RTX 3080 23.2 291.2 320.0 RTX 3090 32.4 315.7 346.9 RTX 3080 Ti 27.5 319.1 349.8 OpenBenchmarking.org Watts, Fewer Is Better SmallPT GPU 1.6pts1 GPU Power Consumption Monitor 100 200 300 400 500
SmallPT GPU GPU Temperature Monitor Min Avg Max RTX 3060 48.0 61.6 64.0 RTX 3090 52.0 63.9 67.0 RTX 3060 Ti 44.0 64.3 69.0 RTX 3070 47.0 66.2 71.0 RTX 3080 55.0 68.6 72.0 RTX 3080 Ti 55.0 69.1 73.0 RTX 3070 Ti 51.0 71.8 75.0 OpenBenchmarking.org Celsius, Fewer Is Better SmallPT GPU 1.6pts1 GPU Temperature Monitor 20 40 60 80 100
SmallPT GPU OpenCL Device: GPU - Scene: Caustic3 OpenBenchmarking.org Samples/sec, More Is Better SmallPT GPU 1.6pts1 OpenCL Device: GPU - Scene: Caustic3 RTX 3070 Ti RTX 3060 Ti RTX 3080 Ti RTX 3080 RTX 3070 RTX 3060 RTX 3090 400M 800M 1200M 1600M 2000M SE +/- 24.83, N = 3 SE +/- 24.54, N = 3 SE +/- 24.83, N = 3 SE +/- 24.83, N = 3 SE +/- 24.54, N = 3 SE +/- 24.83, N = 3 SE +/- 25.12, N = 3 1657670624 1657660536 1657649017 1657638199 1657628635 1657620126 1657339172 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
SmallPT GPU OpenCL Device: GPU - Scene: Caustic3 OpenBenchmarking.org Samples/sec Per Watt, More Is Better SmallPT GPU 1.6pts1 OpenCL Device: GPU - Scene: Caustic3 RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3090 RTX 3080 Ti 2M 4M 6M 8M 10M 10690789.95 9128614.05 8304302.53 6277002.49 5659717.13 5283173.02 5178820.32
SmallPT GPU GPU Power Consumption Monitor Min Avg Max RTX 3060 19.3 155.1 170.1 RTX 3060 Ti 21.0 181.6 199.2 RTX 3070 16.7 199.6 219.8 RTX 3070 Ti 25.8 264.1 289.7 RTX 3080 25.2 292.9 320.1 RTX 3090 33.6 313.7 343.8 RTX 3080 Ti 28.2 320.1 349.7 OpenBenchmarking.org Watts, Fewer Is Better SmallPT GPU 1.6pts1 GPU Power Consumption Monitor 100 200 300 400 500
SmallPT GPU GPU Temperature Monitor Min Avg Max RTX 3060 44.0 62.1 65.0 RTX 3090 56.0 64.7 68.0 RTX 3060 Ti 51.0 66.0 69.0 RTX 3070 52.0 67.7 71.0 RTX 3080 58.0 69.7 73.0 RTX 3080 Ti 58.0 70.1 74.0 RTX 3070 Ti 53.0 72.0 75.0 OpenBenchmarking.org Celsius, Fewer Is Better SmallPT GPU 1.6pts1 GPU Temperature Monitor 20 40 60 80 100
ViennaCL Test: OpenCL BLAS - sCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 3060 80 160 240 320 400 SE +/- 0.58, N = 3 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 362 359 359 339 297 287 276 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 110 220 330 440 550 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 498 492 477 437 361 359 307 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT RTX 3080 RTX 3090 RTX 3070 Ti RTX 3080 Ti RTX 3070 RTX 3060 Ti RTX 3060 80 160 240 320 400 SE +/- 0.88, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 SE +/- 0.00, N = 3 375 374 373 367 331 330 294 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 3060 130 260 390 520 650 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 602 591 558 482 372 368 316 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 3060 150 300 450 600 750 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 717 707 632 529 400 397 327 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT RTX 3080 Ti RTX 3090 RTX 3080 RTX 3070 Ti RTX 3060 Ti RTX 3070 RTX 3060 140 280 420 560 700 SE +/- 0.67, N = 3 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 654 644 605 527 403 402 331 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMV-N OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N RTX 3080 RTX 3070 Ti RTX 3090 RTX 3080 Ti RTX 3060 Ti RTX 3060 RTX 3070 50 100 150 200 250 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 243 238 235 232 224 223 222 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMV-T OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T RTX 3080 RTX 3090 RTX 3070 Ti RTX 3080 Ti RTX 3070 RTX 3060 Ti RTX 3060 80 160 240 320 400 SE +/- 0.67, N = 3 SE +/- 0.58, N = 3 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 379 374 372 369 335 335 304 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-NN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 130 260 390 520 650 SE +/- 1.00, N = 3 SE +/- 1.33, N = 3 SE +/- 1.00, N = 3 SE +/- 1.00, N = 3 SE +/- 0.33, N = 3 SE +/- 1.00, N = 3 SE +/- 0.67, N = 3 592 561 504 347 340 291 204 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-NT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 130 260 390 520 650 SE +/- 1.00, N = 3 SE +/- 1.33, N = 3 SE +/- 1.33, N = 3 SE +/- 1.00, N = 3 SE +/- 0.00, N = 2 SE +/- 1.50, N = 2 SE +/- 0.00, N = 2 594 563 506 348 341 292 204 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-TN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 130 260 390 520 650 SE +/- 0.88, N = 3 SE +/- 1.33, N = 3 SE +/- 1.20, N = 3 SE +/- 0.50, N = 2 590 559 502 348 340 291 204 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-TT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT RTX 3090 RTX 3080 Ti RTX 3080 130 260 390 520 650 SE +/- 1.00, N = 3 SE +/- 0.00, N = 2 593 565 506 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-TT OpenBenchmarking.org GFLOPs/s Per Watt, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT RTX 3090 RTX 3080 RTX 3080 Ti 0.6325 1.265 1.8975 2.53 3.1625 2.811 2.672 2.621
ViennaCL GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 88.5 142.7 RTX 3060 Ti 19.3 108.1 184.4 RTX 3070 16.3 113.9 211.0 RTX 3070 Ti 21.9 151.1 240.5 RTX 3080 21.2 189.4 313.9 RTX 3090 28.8 211.0 341.3 RTX 3080 Ti 31.5 215.5 343.4 OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.7.1 GPU Power Consumption Monitor 80 160 240 320 400
ViennaCL GPU Temperature Monitor Min Avg Max RTX 3060 Ti 35.0 47.3 56.0 RTX 3070 38.0 49.0 57.0 RTX 3090 42.0 51.5 57.0 RTX 3080 41.0 51.8 58.0 RTX 3060 43.0 52.7 59.0 RTX 3080 Ti 41.0 53.6 60.0 RTX 3070 Ti 39.0 54.3 63.0 OpenBenchmarking.org Celsius, Fewer Is Better ViennaCL 1.7.1 GPU Temperature Monitor 20 40 60 80 100
ViennaCL Test: OpenCL BLAS - dGEMM-NT OpenBenchmarking.org GFLOPs/s Per Watt, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT RTX 3060 0.5166 1.0332 1.5498 2.0664 2.583 2.296
ViennaCL Test: OpenCL BLAS - dGEMM-TN OpenBenchmarking.org GFLOPs/s Per Watt, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN RTX 3070 RTX 3060 Ti RTX 3060 RTX 3070 Ti 0.666 1.332 1.998 2.664 3.33 2.960 2.673 2.305 2.303
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 4K 8K 12K 16K 20K SE +/- 73.54, N = 3 SE +/- 200.38, N = 3 SE +/- 159.53, N = 3 SE +/- 22.27, N = 3 SE +/- 58.23, N = 3 SE +/- 44.58, N = 3 SE +/- 41.90, N = 3 20867.78 19739.03 17334.53 11705.39 11587.41 9750.75 6808.21
vkpeak fp32-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 6K 12K 18K 24K 30K SE +/- 66.30, N = 3 SE +/- 179.42, N = 3 SE +/- 50.25, N = 3 SE +/- 0.80, N = 3 SE +/- 65.69, N = 3 SE +/- 45.93, N = 3 SE +/- 2.30, N = 3 27459.91 26094.97 22809.36 15490.34 15337.26 12877.55 9036.98
vkpeak fp16-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-scalar RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 4K 8K 12K 16K 20K SE +/- 0.16, N = 3 SE +/- 135.01, N = 3 SE +/- 86.43, N = 3 SE +/- 43.21, N = 3 SE +/- 30.65, N = 3 SE +/- 16.37, N = 3 SE +/- 16.13, N = 3 20781.41 19662.10 17271.05 11766.50 11579.71 9725.90 6820.26
vkpeak fp16-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-vec4 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 9K 18K 27K 36K 45K SE +/- 101.51, N = 3 SE +/- 100.05, N = 3 SE +/- 170.86, N = 3 SE +/- 84.42, N = 3 SE +/- 11.98, N = 3 SE +/- 30.18, N = 3 SE +/- 1.19, N = 3 40968.90 38772.75 34090.93 23227.90 22752.71 19166.40 13484.60
vkpeak fp64-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 140 280 420 560 700 SE +/- 1.62, N = 3 SE +/- 1.72, N = 3 SE +/- 2.71, N = 3 SE +/- 0.74, N = 3 SE +/- 0.34, N = 3 SE +/- 0.72, N = 3 SE +/- 0.74, N = 3 651.77 614.23 539.84 366.40 361.35 304.18 212.35
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 140 280 420 560 700 SE +/- 0.03, N = 3 SE +/- 1.42, N = 3 SE +/- 2.58, N = 3 SE +/- 0.01, N = 3 SE +/- 0.42, N = 3 SE +/- 0.47, N = 3 SE +/- 0.00, N = 2 653.38 612.78 539.15 367.88 362.02 304.44 210.82
vkpeak int32-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-scalar RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 4K 8K 12K 16K 20K SE +/- 0.42, N = 3 SE +/- 51.14, N = 3 SE +/- 86.56, N = 3 SE +/- 0.79, N = 3 SE +/- 15.80, N = 3 SE +/- 18.16, N = 3 SE +/- 0.32, N = 3 20754.48 19552.22 17172.37 11695.99 11562.59 9705.33 6799.66
vkpeak int32-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-vec4 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 4K 8K 12K 16K 20K SE +/- 0.25, N = 3 SE +/- 49.71, N = 3 SE +/- 84.25, N = 3 SE +/- 0.41, N = 3 SE +/- 16.41, N = 3 SE +/- 18.74, N = 3 SE +/- 0.10, N = 3 20669.22 19459.27 17105.40 11651.04 11509.58 9663.57 6769.02
vkpeak int16-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-scalar RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 3K 6K 9K 12K 15K SE +/- 0.10, N = 3 SE +/- 0.07, N = 3 SE +/- 28.42, N = 3 SE +/- 0.41, N = 3 SE +/- 11.50, N = 3 SE +/- 11.82, N = 3 SE +/- 0.20, N = 3 13699.57 12873.84 11320.90 7705.93 7639.18 6413.89 4494.32
vkpeak int16-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-vec4 RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 4K 8K 12K 16K 20K SE +/- 1.27, N = 3 SE +/- 2.65, N = 3 SE +/- 15.08, N = 3 SE +/- 0.41, N = 3 SE +/- 24.75, N = 3 SE +/- 13.25, N = 3 SE +/- 21.63, N = 3 16879.06 16331.76 14594.45 10244.75 10095.63 8487.35 5955.72
vkpeak int16-vec4 OpenBenchmarking.org GIOPS Per Watt, More Is Better vkpeak 20210424 int16-vec4 RTX 3070 RTX 3060 Ti RTX 3080 RTX 3070 Ti RTX 3090 RTX 3080 Ti 20 40 60 80 100 85.39 80.40 68.26 65.55 64.64 62.69
vkpeak GPU Power Consumption Monitor Min Avg Max RTX 3060 13.0 85.1 109.6 RTX 3060 Ti 9.5 105.6 152.9 RTX 3070 9.1 118.2 177.0 RTX 3070 Ti 13.4 156.3 214.4 RTX 3080 8.3 213.8 256.8 RTX 3080 Ti 18.6 260.5 295.5 RTX 3090 30.3 261.1 300.4 OpenBenchmarking.org Watts, Fewer Is Better vkpeak 20210424 GPU Power Consumption Monitor 80 160 240 320 400
vkpeak GPU Temperature Monitor Min Avg Max RTX 3060 26.0 51.9 59.0 RTX 3060 Ti 26.0 53.9 64.0 RTX 3070 27.0 55.8 66.0 RTX 3080 25.0 60.2 69.0 RTX 3070 Ti 34.0 61.5 69.0 RTX 3090 48.0 62.8 66.0 RTX 3080 Ti 28.0 65.5 71.0 OpenBenchmarking.org Celsius, Fewer Is Better vkpeak 20210424 GPU Temperature Monitor 20 40 60 80 100
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS Per Watt, More Is Better vkpeak 20210424 fp64-vec4 RTX 3060 0.5571 1.1142 1.6713 2.2284 2.7855 2.476
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 6 12 18 24 30 SE +/- 0.009, N = 5 SE +/- 0.003, N = 5 SE +/- 0.003, N = 5 SE +/- 0.002, N = 5 SE +/- 0.007, N = 5 SE +/- 0.006, N = 5 SE +/- 0.006, N = 5 9.422 9.570 11.272 13.537 17.558 17.689 23.184 1. (CXX) g++ options: -O3
VkResample GPU Power Consumption Monitor Min Avg Max RTX 3060 18.8 44.3 138.6 RTX 3060 Ti 19.5 46.3 173.6 RTX 3070 16.4 48.3 182.1 RTX 3070 Ti 22.8 66.1 249.9 RTX 3080 18.4 72.3 278.7 RTX 3080 Ti 22.2 76.4 279.9 RTX 3090 29.3 79.4 291.0 OpenBenchmarking.org Watts, Fewer Is Better VkResample 1.0 GPU Power Consumption Monitor 70 140 210 280 350
VkResample GPU Temperature Monitor Min Avg Max RTX 3060 Ti 37.0 40.2 50.0 RTX 3070 40.0 43.0 51.0 RTX 3090 43.0 45.8 53.0 RTX 3080 44.0 46.6 54.0 RTX 3080 Ti 44.0 47.8 54.0 RTX 3070 Ti 44.0 48.1 59.0 RTX 3060 43.0 48.2 59.0 OpenBenchmarking.org Celsius, Fewer Is Better VkResample 1.0 GPU Temperature Monitor 16 32 48 64 80
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 RTX 3060 Ti RTX 3060 1.1023 2.2046 3.3069 4.4092 5.5115 SE +/- 0.004, N = 9 SE +/- 0.005, N = 9 SE +/- 0.007, N = 9 SE +/- 0.005, N = 9 SE +/- 0.004, N = 8 SE +/- 0.003, N = 8 SE +/- 0.010, N = 7 3.266 3.268 3.337 3.718 4.026 4.190 4.899
Waifu2x-NCNN Vulkan GPU Power Consumption Monitor Min Avg Max RTX 3060 13.9 75.6 128.6 RTX 3060 Ti 14.4 89.6 167.2 RTX 3070 9.6 89.8 174.3 RTX 3070 Ti 16.6 121.8 221.5 RTX 3080 9.9 136.2 258.7 RTX 3090 31.2 147.8 273.6 RTX 3080 Ti 19.4 150.8 278.7 OpenBenchmarking.org Watts, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 GPU Power Consumption Monitor 70 140 210 280 350
Waifu2x-NCNN Vulkan GPU Temperature Monitor Min Avg Max RTX 3060 43.0 51.1 59.0 RTX 3090 50.0 53.9 57.0 RTX 3060 Ti 51.0 55.7 61.0 RTX 3070 52.0 56.0 61.0 RTX 3080 Ti 55.0 58.2 62.0 RTX 3080 55.0 58.2 63.0 RTX 3070 Ti 53.0 59.3 65.0 OpenBenchmarking.org Celsius, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 GPU Temperature Monitor 20 40 60 80 100
Phoronix Test Suite v10.8.5