Benchmarks for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2106089-IB-NVIDIACOM84 NVIDIA GPU Compute Benchmarks - Phoronix Test Suite NVIDIA GPU Compute Benchmarks Benchmarks for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2106089-IB-NVIDIACOM84&grw&sro .
NVIDIA GPU Compute Benchmarks 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads) ASUS ROG CROSSHAIR VIII HERO (3402 BIOS) AMD Starship/Matisse 16GB 1000GB Sabrent Rocket 4.0 Plus + 2000GB NVIDIA GeForce RTX 2060 SUPER 8GB NVIDIA TU106 HD Audio ASUS VP28U Realtek RTL8125 2.5GbE + Intel I211 Ubuntu 21.04 5.11.0-17-generic (x86_64) GNOME Shell 3.38.4 X Server 1.20.11 NVIDIA 465.31 4.6.0 OpenCL 3.0 CUDA 11.3.116 1.2.168 GCC 10.3.0 + CUDA 11.3 ext4 3840x2160 ASUS NVIDIA GeForce RTX 2070 8GB NVIDIA GeForce RTX 2070 SUPER 8GB NVIDIA TU104 HD Audio Zotac NVIDIA GeForce RTX 2080 8GB NVIDIA GeForce RTX 2080 SUPER 8GB NVIDIA GeForce RTX 2080 Ti 11GB NVIDIA TU102 HD Audio NVIDIA TITAN RTX 24GB eVGA NVIDIA GeForce RTX 3060 12GB NVIDIA GeForce RTX 3060 NVIDIA GeForce RTX 3060 Ti 8GB NVIDIA GA104 HD Audio NVIDIA GeForce RTX 3070 8GB NVIDIA GeForce RTX 3070 Ti 8GB NVIDIA GeForce RTX 3080 10GB NVIDIA GA102 HD Audio NVIDIA GeForce RTX 3080 Ti 12GB NVIDIA GeForce RTX 3090 24GB OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --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: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 OpenCL Details - RTX 2060 SUPER: GPU Compute Cores: 2176 - RTX 2070: GPU Compute Cores: 2304 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2080: GPU Compute Cores: 2944 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080 Ti: GPU Compute Cores: 4352 - TITAN RTX: GPU Compute Cores: 4608 - 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 Python Details - Python 3.9.5 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
NVIDIA GPU Compute Benchmarks betsy: ETC1 - Highest betsy: ETC2 RGB - Highest plaidml: No - Inference - ResNet 50 - OpenCL plaidml: No - Inference - VGG16 - OpenCL plaidml: No - Inference - VGG19 - OpenCL lczero: OpenCL shoc: OpenCL - Texture Read Bandwidth shoc: OpenCL - FFT SP shoc: OpenCL - GEMM SGEMM_N shoc: OpenCL - MD5 Hash shoc: OpenCL - S3D arrayfire: BLAS OpenCL arrayfire: Conjugate Gradient OpenCL v-ray: NVIDIA CUDA GPU v-ray: NVIDIA RTX GPU blender: BMW27 - CUDA blender: BMW27 - NVIDIA OptiX blender: Classroom - CUDA blender: Classroom - NVIDIA OptiX blender: Fishy Cat - CUDA blender: Fishy Cat - NVIDIA OptiX blender: Pabellon Barcelona - CUDA blender: Pabellon Barcelona - NVIDIA OptiX blender: Barbershop - CUDA blender: Barbershop - NVIDIA OptiX indigobench: OpenCL GPU - Supercar indigobench: OpenCL GPU - Bedroom luxcorerender: DLSC - GPU luxcorerender: Rainbow Colors and Prism - GPU luxcorerender: LuxCore Benchmark - GPU luxcorerender: Orange Juice - GPU luxcorerender: Danish Mood - GPU fahbench: hashcat: MD5 hashcat: SHA1 hashcat: SHA-512 hashcat: 7-Zip hashcat: TrueCrypt RIPEMD160 + XTS mixbench: NVIDIA CUDA - Single Precision mixbench: NVIDIA CUDA - Double Precision mixbench: NVIDIA CUDA - Half Precision mixbench: NVIDIA CUDA - Integer namd-cuda: ATPase Simulation - 327,506 Atoms octanebench: Total Score redshift: cl-mem: Read cl-mem: Write cl-mem: Copy clpeak: Global Memory Bandwidth clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Integer Compute INT viennacl: OpenCL BLAS - sCOPY viennacl: OpenCL BLAS - sAXPY viennacl: OpenCL BLAS - dCOPY viennacl: OpenCL BLAS - dAXPY viennacl: OpenCL BLAS - dDOT viennacl: OpenCL BLAS - dGEMM-NN viennacl: OpenCL BLAS - dGEMM-NT viennacl: OpenCL BLAS - dGEMM-TN viennacl: OpenCL BLAS - sDOT viennacl: OpenCL BLAS - dGEMV-N viennacl: OpenCL BLAS - dGEMV-T viennacl: OpenCL BLAS - dGEMM-TT realsr-ncnn: 4x - Yes realsr-ncnn: 4x - No 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 6.139 8.489 378.75 128.87 101.87 14680 1110.73 949.960 3023.53 18.3010 188.783 2611.24 2.076 530 803 63.85 30.15 299.30 143.45 121.50 61.15 545.19 183.31 1083.28 1767.42 23.299 7.347 3.93 14.13 3.91 4.51 2.88 207.9955 28643142857 9398457143 1291485714 493227 349900 8225.59 221.65 14480.23 7811.27 0.15502 242.683228 376 396.8 333.0 288.2 368.68 7122.60 263.13 7090.64 280 327 368 388 401 244 244 243 255 372 325 76.123 11.642 8314.10 8311.48 8298.46 16219.42 258.32 258.51 8246.82 8206.71 5437.69 7201.01 22.327 5.322 380.72 131.82 104.17 14730 1081.44 954.251 3112.87 18.6702 192.706 2680.12 2.091 519 785 64.83 30.39 308.70 146.54 122.65 60.40 556.43 186.12 1113.49 1819.25 23.440 7.409 3.89 13.26 3.91 4.48 2.81 205.3082 29405171429 9571242857 1314657143 500673 355538 8377.73 226.32 14636.77 7995.96 0.15247 242.942045 374 396.8 324.0 284.6 369.26 7244.69 267.89 7155.07 270 322 367 388 400 251 250 248 258 369 319 74.975 11.493 8449.25 8451.07 8439.95 16496.22 262.90 262.86 8365.01 8319.68 5530.45 7362.19 22.297 5.305 418.68 152.36 120.83 17353 1144.90 1088.04 3269.42 21.3879 199.717 3017.86 2.089 793 1008 51.85 25.90 174.29 90.56 97.75 51.39 361.62 130.76 595.81 1011.95 24.451 7.648 4.97 13.10 4.53 5.44 3.58 227.9419 33955900000 11049914286 1535714286 580567 412388 9668.05 256.33 19471.03 9219.34 0.14323 258.363708 351 392.0 314.9 289.0 363.95 8456.17 305.27 8446.24 278 321 363 382 397 278 278 283 258 370 325 64.220 10.165 9780.52 9791.33 9764.67 19106.95 305.23 307.31 9756.50 9705.63 6445.64 8534.72 19.881 4.853 5.017 6.873 442.29 164.37 129.95 18660 1119.86 1099.39 3350.00 24.0100 197.206 3346.88 2.074 780 959 51.52 29.08 169.34 86.74 96.86 50.15 354.5 129.02 585.52 975.22 24.881 7.742 5.15 12.16 4.69 5.58 3.71 244.5184 37998642857 12300142857 1696733333 642760 452883 10803.63 288.66 21586.18 10234.25 0.13801 260.458052 338 396.8 330.7 290.2 369.30 9258.58 345.81 9079.54 278 323 370 388 404 323 320 326 251 371 334 324 59.556 9.493 10901.17 10886.65 10871.18 21212.96 338.65 341.36 10862.12 10806.24 7123.95 9468.38 19.053 4.648 472.09 183.11 145.29 20576 1168.27 1203.71 3719.30 26.4571 212.738 3667.17 1.897 799 981 50.74 25.68 160.42 81.88 95.68 44.55 344.55 123.53 555.03 913.26 25.704 7.968 5.37 12.15 4.84 5.77 3.85 261.5680 41746057143 13596771429 1893616667 712650 506217 11622.18 314.85 23388.22 11161.70 0.13522 270.302147 322 437.5 347.0 301.7 405.76 10434.55 378.25 10392.33 288 330 405 427 441 353 349 354 251 389 356 350 54.068 8.880 11920.76 11917.03 11924.67 23328.09 371.68 370.77 11820.67 11765.09 7814.83 10383.04 17.516 4.395 638.39 235.75 187.25 27734 1180.65 1483.30 4835.13 34.9652 271.247 4821.38 1.677 990 1324 38.49 19.24 152.39 73.30 72.42 33.92 283.96 98.64 548.91 899.59 33.352 11.031 6.83 15.28 6.51 7.10 5.01 305.3103 54074357143 17815328571 2460566667 892410 644813 14851.91 409.05 28438.06 14731.97 0.13324 359.843904 245 545.6 447.0 322.8 507.08 13781.33 522.31 13127.46 304 404 477 518 517 469 466 475 319 460 375 468 44.225 7.629 16498.51 16487.61 16457.91 32202.58 513.77 513.10 16358.35 16279.27 10811.57 14076.57 14.781 3.872 652.41 248.34 197.09 29168 1168.30 1578.37 5057.65 36.7519 288.600 4994.93 1.640 1006 1386 36.79 18.72 152.70 73.43 69.46 32.74 281.08 97.57 551.44 907.46 35.314 11.592 7.04 16.83 6.92 7.21 5.21 307.5860 56684485714 18687942857 2583083333 944400 678875 15431.56 425.45 28374.42 15399.95 0.13304 382.421153 233 567.8 494.7 319.3 530.29 14490.00 548.48 13853.39 305 403 495 542 531 496 493 486 316 462 372 495 41.913 7.337 17206.48 17203.15 17183.04 33598.08 535.94 536.02 17030.39 16941.28 11258.44 14765.38 13.560 3.855 340.13 122.25 97.37 18675 1255.28 934.170 2770.78 15.1591 172.083 3490.16 2.494 852 1168 43.85 23.56 127.15 77.87 84.55 53.92 316.30 115.21 962.31 876.68 25.860 8.504 5.36 15.36 4.56 6.06 3.61 182.0035 24005014286 7762328571 1119700000 427609 299913 12815.83 178.20 13379.48 5883.15 0.15471 293.779725 300 318.0 302.2 270.0 315.44 12561.56 214.35 6338.90 275 306 315 327 329 204 204 289 221 303 67.134 10.362 6818.80 9039.77 6836.83 13718.14 213.55 213.53 6809.18 6780.54 4488.85 5969.65 23.135 4.850 456.40 168.99 133.75 26639 2120.83 1153.04 3432.76 21.6130 211.717 5040.87 2.083 1256 1658 31.82 17.42 85.37 53.66 61.67 39.24 218.45 82.07 596.57 552.11 34.006 11.451 7.19 20.99 6.04 7.61 4.91 236.5058 34158442857 11068742857 1589900000 587145 427989 18247.61 255.22 19243.59 8458.84 0.12928 384.178014 237 393.1 383.8 293.2 388.87 16021.63 303.92 8378.39 289 359 371 399 398 291 293 292 328 224 333 50.635 8.317 9684.39 12854.49 9720.67 19484.46 304.87 305.19 9700.50 9646.85 6403.14 8477.23 17.673 4.180 495.68 194.52 154.05 29253 2131.07 1135.09 3795.35 25.5521 218.306 5790.34 2.087 1417 1828 28.95 15.73 76.05 46.99 54.13 33.50 189.91 72.98 507.79 466.42 37.366 12.892 8.25 23.45 6.98 8.43 5.81 267.0698 40281500000 13145171429 1886685714 687591 503188 21395.37 302.02 22837.37 10033.78 0.12611 413.181789 227 393.2 380.4 294.9 389.26 20072.72 362.30 10264.47 281 358 370 397 398 338 339 337 326 221 333 46.633 7.815 11498.10 15292.85 11572.60 23200.57 361.24 362.43 11545.08 11492.63 7629.67 10070.32 17.549 4.035 4.249 5.736 513.37 202.76 160.06 31739 2072.97 1536.78 4710.76 26.2725 286.107 5805.75 1.668 1486 1982 27.80 17.09 73.41 44.18 52.60 34.17 184.76 67.18 501.65 459.78 38.947 13.733 8.71 23.77 7.41 8.67 6.03 267.2819 41477457143 13375128571 1916942857 720064 512713 21337.83 305.04 23025.87 10120.80 0.12485 454.496616 201 539.1 516.1 337.6 528.73 21524.49 368.71 10957.10 331 435 478 528 521 345 347 343 40.564 7.044 11707.87 15511.75 11727.92 23509.08 366.91 367.88 11695.96 11649.90 7730.75 10205.76 13.557 3.730 3.317 4.387 730.16 281.36 223.94 37477 2210.17 1918.51 6305.82 37.5181 339.023 7417.89 1.555 1785 2373 21.94 11.28 60.87 36.09 41.41 22.79 146.29 52.80 442.84 407.33 46.496 17.541 11.67 28.20 9.99 10.79 8.00 321.3305 58962414286 19257628571 2738585714 991970 719975 29218.85 421.88 31733.30 13956.21 0.12099 568.257212 164 672.8 646.2 354.7 662.39 29577.13 545.96 15474.89 356 480 555 629 601 499 501 498 367 241 377 501 32.370 6.036 17183.85 22809.11 17097.78 34278.04 534.50 536.45 17087.33 17024.27 11290.98 14570.68 11.268 3.366 3.084 4.082 789.35 311.73 248.34 39409 2167.41 2289.54 8100.68 41.8308 419.328 8125.71 1.513 2049 2782 18.85 9.71 52.64 31.68 35.46 19.92 124.43 45.88 386.72 358.78 51.441 20.037 13.51 33.25 11.54 11.96 9.28 335.0981 65846485714 21660242857 3070157143 1097120 807600 32644.68 469.16 35590.07 15545.63 0.12066 666.478575 143 804.8 733.2 355.0 794.55 33723.34 623.33 17317.31 358 489 592 705 644 559 561 557 363 230 367 560 29.286 5.635 19639.66 25895.83 19465.27 39163.48 604.88 611.03 19501.47 19408.56 12829.16 16203.01 9.561 3.283 3.012 3.939 816.85 323.31 257.64 40348 2219.90 2346.13 8327.84 44.1102 429.599 8463.76 1.475 2099 2857 18.36 9.48 51.28 29.92 34.40 19.11 120.38 44.12 373.69 345.19 53.011 20.765 14.06 34.27 11.99 12.35 9.72 344.9875 69978700000 22828250000 3242516667 1153000 847886 34169.74 494.24 37668.36 16502.90 0.11988 679.584181 139 825.7 745.5 363.0 813.57 35210.03 652.34 18051.59 365 498 607 723 657 600 602 598 28.180 5.517 20790.49 27527.94 20789.48 41672.10 651.06 651.89 20714.16 20597.70 13650.66 16881.76 9.302 3.235 OpenBenchmarking.org
Betsy GPU Compressor Codec: ETC1 - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest RTX 2060 SUPER RTX 2080 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 2 4 6 8 10 SE +/- 0.009, N = 7 SE +/- 0.011, N = 7 SE +/- 0.014, N = 8 SE +/- 0.006, N = 9 SE +/- 0.012, N = 9 SE +/- 0.006, N = 9 6.139 5.017 4.249 3.317 3.084 3.012 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
Betsy GPU Compressor Codec: ETC2 RGB - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest RTX 2060 SUPER RTX 2080 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 2 4 6 8 10 SE +/- 0.018, N = 5 SE +/- 0.012, N = 6 SE +/- 0.011, N = 7 SE +/- 0.008, N = 8 SE +/- 0.009, N = 8 SE +/- 0.012, N = 8 8.489 6.873 5.736 4.387 4.082 3.939 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200 400 600 800 1000 SE +/- 0.43, N = 5 SE +/- 0.55, N = 5 SE +/- 0.41, N = 5 SE +/- 0.92, N = 5 SE +/- 0.45, N = 5 SE +/- 0.24, N = 6 SE +/- 0.20, N = 5 SE +/- 0.18, N = 5 SE +/- 0.46, N = 6 SE +/- 0.66, N = 5 SE +/- 0.79, N = 6 SE +/- 0.74, N = 6 SE +/- 1.07, N = 6 SE +/- 0.45, N = 6 378.75 380.72 418.68 442.29 472.09 638.39 340.13 456.40 495.68 513.37 730.16 789.35 816.85 652.41
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 70 140 210 280 350 SE +/- 0.41, N = 3 SE +/- 0.54, N = 3 SE +/- 0.34, N = 3 SE +/- 0.75, N = 3 SE +/- 0.45, N = 3 SE +/- 0.63, N = 3 SE +/- 0.09, N = 3 SE +/- 0.35, N = 3 SE +/- 0.45, N = 3 SE +/- 0.72, N = 3 SE +/- 0.47, N = 4 SE +/- 0.58, N = 4 SE +/- 0.49, N = 4 SE +/- 0.54, N = 3 128.87 131.82 152.36 164.37 183.11 235.75 122.25 168.99 194.52 202.76 281.36 311.73 323.31 248.34
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 SE +/- 0.28, N = 3 SE +/- 0.39, N = 3 SE +/- 0.17, N = 3 SE +/- 0.58, N = 3 SE +/- 0.32, N = 3 SE +/- 0.55, N = 3 SE +/- 0.06, N = 3 SE +/- 0.33, N = 3 SE +/- 0.31, N = 3 SE +/- 0.28, N = 3 SE +/- 0.38, N = 3 SE +/- 0.52, N = 3 SE +/- 0.33, N = 3 SE +/- 0.48, N = 3 101.87 104.17 120.83 129.95 145.29 187.25 97.37 133.75 154.05 160.06 223.94 248.34 257.64 197.09
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 9K 18K 27K 36K 45K SE +/- 72.46, N = 3 SE +/- 32.62, N = 3 SE +/- 217.96, N = 3 SE +/- 29.46, N = 3 SE +/- 110.32, N = 3 SE +/- 103.74, N = 3 SE +/- 110.08, N = 3 SE +/- 77.49, N = 3 SE +/- 168.57, N = 3 SE +/- 101.51, N = 3 SE +/- 186.45, N = 3 SE +/- 106.84, N = 3 SE +/- 52.75, N = 3 SE +/- 46.38, N = 3 14680 14730 17353 18660 20576 27734 18675 26639 29253 31739 37477 39409 40348 29168 1. (CXX) g++ options: -flto -pthread
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 500 1000 1500 2000 2500 SE +/- 2.79, N = 4 SE +/- 3.17, N = 3 SE +/- 0.65, N = 3 SE +/- 1.56, N = 3 SE +/- 2.81, N = 3 SE +/- 1.11, N = 3 SE +/- 3.60, N = 4 SE +/- 2.95, N = 4 SE +/- 1.91, N = 4 SE +/- 1.31, N = 4 SE +/- 0.73, N = 3 SE +/- 6.37, N = 3 SE +/- 4.61, N = 3 SE +/- 3.30, N = 3 1110.73 1081.44 1144.90 1119.86 1168.27 1180.65 1255.28 2120.83 2131.07 2072.97 2210.17 2167.41 2219.90 1168.30 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 500 1000 1500 2000 2500 SE +/- 0.12, N = 12 SE +/- 0.42, N = 12 SE +/- 0.30, N = 12 SE +/- 0.39, N = 12 SE +/- 0.30, N = 12 SE +/- 1.41, N = 12 SE +/- 0.06, N = 12 SE +/- 0.15, N = 12 SE +/- 0.32, N = 12 SE +/- 0.35, N = 12 SE +/- 0.32, N = 13 SE +/- 1.82, N = 13 SE +/- 1.60, N = 13 SE +/- 0.84, N = 12 949.96 954.25 1088.04 1099.39 1203.71 1483.30 934.17 1153.04 1135.09 1536.78 1918.51 2289.54 2346.13 1578.37 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2K 4K 6K 8K 10K SE +/- 7.64, N = 9 SE +/- 9.39, N = 9 SE +/- 0.86, N = 9 SE +/- 1.20, N = 9 SE +/- 1.82, N = 10 SE +/- 27.28, N = 10 SE +/- 5.34, N = 9 SE +/- 2.76, N = 10 SE +/- 20.27, N = 10 SE +/- 5.86, N = 10 SE +/- 18.49, N = 11 SE +/- 30.90, N = 12 SE +/- 31.35, N = 12 SE +/- 26.53, N = 10 3023.53 3112.87 3269.42 3350.00 3719.30 4835.13 2770.78 3432.76 3795.35 4710.76 6305.82 8100.68 8327.84 5057.65 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 10 20 30 40 50 SE +/- 0.01, N = 15 SE +/- 0.01, N = 13 SE +/- 0.01, N = 13 SE +/- 0.01, N = 15 SE +/- 0.00, N = 13 SE +/- 0.04, N = 14 SE +/- 0.01, N = 12 SE +/- 0.03, N = 13 SE +/- 0.05, N = 13 SE +/- 0.01, N = 13 SE +/- 0.00, N = 14 SE +/- 0.06, N = 14 SE +/- 0.04, N = 14 SE +/- 0.04, N = 14 18.30 18.67 21.39 24.01 26.46 34.97 15.16 21.61 25.55 26.27 37.52 41.83 44.11 36.75 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 90 180 270 360 450 SE +/- 0.04, N = 13 SE +/- 0.07, N = 13 SE +/- 0.09, N = 13 SE +/- 0.09, N = 12 SE +/- 0.07, N = 13 SE +/- 0.13, N = 13 SE +/- 0.07, N = 13 SE +/- 0.10, N = 13 SE +/- 0.16, N = 13 SE +/- 0.05, N = 12 SE +/- 0.19, N = 13 SE +/- 0.22, N = 13 SE +/- 0.12, N = 13 SE +/- 0.08, N = 13 188.78 192.71 199.72 197.21 212.74 271.25 172.08 211.72 218.31 286.11 339.02 419.33 429.60 288.60 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2K 4K 6K 8K 10K SE +/- 0.91, N = 4 SE +/- 6.61, N = 4 SE +/- 0.43, N = 4 SE +/- 7.17, N = 4 SE +/- 0.34, N = 4 SE +/- 8.53, N = 4 SE +/- 6.19, N = 4 SE +/- 0.26, N = 4 SE +/- 0.72, N = 4 SE +/- 17.44, N = 4 SE +/- 5.63, N = 4 SE +/- 1.74, N = 4 SE +/- 3.92, N = 4 SE +/- 12.10, N = 4 2611.24 2680.12 3017.86 3346.88 3667.17 4821.38 3490.16 5040.87 5790.34 5805.75 7417.89 8125.71 8463.76 4994.93 1. (CXX) g++ options: -rdynamic
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.5612 1.1224 1.6836 2.2448 2.806 SE +/- 0.002, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 9 SE +/- 0.001, N = 10 SE +/- 0.004, N = 11 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.001, N = 10 SE +/- 0.002, N = 10 SE +/- 0.001, N = 10 SE +/- 0.000, N = 10 SE +/- 0.005, N = 11 2.076 2.091 2.089 2.074 1.897 1.677 2.494 2.083 2.087 1.668 1.555 1.513 1.475 1.640 1. (CXX) g++ options: -rdynamic
Chaos Group V-RAY Mode: NVIDIA CUDA GPU OpenBenchmarking.org vpaths, More Is Better Chaos Group V-RAY 5 Mode: NVIDIA CUDA GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 500 1000 1500 2000 2500 SE +/- 0.33, N = 3 SE +/- 1.15, N = 3 SE +/- 0.58, N = 3 SE +/- 0.67, N = 3 SE +/- 0.58, N = 3 SE +/- 0.88, N = 3 SE +/- 2.03, N = 3 SE +/- 1.33, N = 3 SE +/- 0.88, N = 3 530 519 793 780 799 990 852 1256 1417 1486 1785 2049 2099 1006
Chaos Group V-RAY Mode: NVIDIA RTX GPU OpenBenchmarking.org vrays, More Is Better Chaos Group V-RAY 5 Mode: NVIDIA RTX GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 600 1200 1800 2400 3000 SE +/- 0.88, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 1.33, N = 3 SE +/- 1.76, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 3.00, N = 3 SE +/- 3.48, N = 3 SE +/- 9.02, N = 3 SE +/- 1.76, N = 3 803 785 1008 959 981 1324 1168 1658 1828 1982 2373 2782 2857 1386
Blender Blend File: BMW27 - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: CUDA RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 14 28 42 56 70 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 63.85 64.83 51.85 51.52 50.74 38.49 43.85 31.82 28.95 27.80 21.94 18.85 18.36 36.79
Blender Blend File: BMW27 - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: NVIDIA OptiX RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 7 14 21 28 35 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 2.65, N = 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 4 SE +/- 2.65, N = 15 SE +/- 0.01, N = 4 SE +/- 0.01, N = 5 SE +/- 0.01, N = 5 SE +/- 0.01, N = 3 30.15 30.39 25.90 29.08 25.68 19.24 23.56 17.42 15.73 17.09 11.28 9.71 9.48 18.72
Blender Blend File: Classroom - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: CUDA RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 70 140 210 280 350 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.41, N = 3 SE +/- 0.20, N = 3 SE +/- 0.08, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 SE +/- 0.07, N = 3 SE +/- 0.18, N = 3 299.30 308.70 174.29 169.34 160.42 152.39 127.15 85.37 76.05 73.41 60.87 52.64 51.28 152.70
Blender Blend File: Classroom - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: NVIDIA OptiX RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 SE +/- 0.27, N = 3 SE +/- 0.63, N = 3 SE +/- 0.02, N = 3 SE +/- 0.12, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.22, N = 3 SE +/- 0.23, N = 3 SE +/- 0.06, N = 3 SE +/- 0.31, N = 3 SE +/- 0.16, N = 3 143.45 146.54 90.56 86.74 81.88 73.30 77.87 53.66 46.99 44.18 36.09 31.68 29.92 73.43
Blender Blend File: Fishy Cat - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Fishy Cat - Compute: CUDA RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 SE +/- 0.18, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 121.50 122.65 97.75 96.86 95.68 72.42 84.55 61.67 54.13 52.60 41.41 35.46 34.40 69.46
Blender Blend File: Fishy Cat - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Fishy Cat - Compute: NVIDIA OptiX RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 14 28 42 56 70 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 2.59, N = 15 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 2.61, N = 15 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 61.15 60.40 51.39 50.15 44.55 33.92 53.92 39.24 33.50 34.17 22.79 19.92 19.11 32.74
Blender Blend File: Pabellon Barcelona - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: CUDA RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 120 240 360 480 600 SE +/- 0.11, N = 3 SE +/- 0.25, N = 3 SE +/- 0.34, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 SE +/- 0.13, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 545.19 556.43 361.62 354.50 344.55 283.96 316.30 218.45 189.91 184.76 146.29 124.43 120.38 281.08
Blender Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 SE +/- 0.57, N = 3 SE +/- 0.54, N = 3 SE +/- 0.02, N = 3 SE +/- 0.14, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.14, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 183.31 186.12 130.76 129.02 123.53 98.64 115.21 82.07 72.98 67.18 52.80 45.88 44.12 97.57
Blender Blend File: Barbershop - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: CUDA RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200 400 600 800 1000 SE +/- 0.20, N = 3 SE +/- 0.11, N = 3 SE +/- 0.01, N = 3 SE +/- 0.19, N = 3 SE +/- 0.07, N = 3 SE +/- 0.25, N = 3 SE +/- 0.24, N = 3 SE +/- 0.31, N = 3 SE +/- 0.24, N = 3 SE +/- 0.27, N = 3 SE +/- 0.45, N = 3 SE +/- 0.21, N = 3 SE +/- 0.32, N = 3 SE +/- 0.26, N = 3 1083.28 1113.49 595.81 585.52 555.03 548.91 962.31 596.57 507.79 501.65 442.84 386.72 373.69 551.44
Blender Blend File: Barbershop - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: NVIDIA OptiX RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 400 800 1200 1600 2000 SE +/- 0.20, N = 3 SE +/- 0.26, N = 3 SE +/- 1.83, N = 3 SE +/- 3.68, N = 3 SE +/- 1.18, N = 3 SE +/- 0.69, N = 3 SE +/- 0.51, N = 3 SE +/- 0.26, N = 3 SE +/- 0.33, N = 3 SE +/- 0.30, N = 3 SE +/- 0.86, N = 3 SE +/- 0.34, N = 3 SE +/- 0.77, N = 3 SE +/- 3.15, N = 3 1767.42 1819.25 1011.95 975.22 913.26 899.59 876.68 552.11 466.42 459.78 407.33 358.78 345.19 907.46
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 12 24 36 48 60 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 23.30 23.44 24.45 24.88 25.70 33.35 25.86 34.01 37.37 38.95 46.50 51.44 53.01 35.31
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 5 10 15 20 25 SE +/- 0.016, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.005, N = 3 SE +/- 0.005, N = 3 SE +/- 0.004, N = 3 SE +/- 0.006, N = 3 SE +/- 0.004, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 7.347 7.409 7.648 7.742 7.968 11.031 8.504 11.451 12.892 13.733 17.541 20.037 20.765 11.592
LuxCoreRender Scene: DLSC - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 3.93 3.89 4.97 5.15 5.37 6.83 5.36 7.19 8.25 8.71 11.67 13.51 14.06 7.04 MIN: 3.81 / MAX: 4.12 MIN: 3.78 / MAX: 4.04 MIN: 4.86 / MAX: 5.09 MIN: 5.03 / MAX: 5.33 MIN: 5.07 / MAX: 5.51 MIN: 6.56 / MAX: 6.93 MIN: 5.23 / MAX: 5.58 MIN: 6.89 / MAX: 7.44 MIN: 8.13 / MAX: 8.41 MIN: 8.19 / MAX: 8.87 MIN: 11.22 / MAX: 11.86 MIN: 12.39 / MAX: 13.74 MIN: 13.57 / MAX: 14.34 MIN: 6.59 / MAX: 7.3
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 8 16 24 32 40 SE +/- 0.01, N = 4 SE +/- 0.01, N = 4 SE +/- 0.03, N = 4 SE +/- 0.00, N = 4 SE +/- 0.01, N = 4 SE +/- 0.02, N = 4 SE +/- 0.00, N = 4 SE +/- 0.05, N = 5 SE +/- 0.05, N = 6 SE +/- 0.06, N = 6 SE +/- 0.08, N = 6 SE +/- 0.24, N = 6 SE +/- 0.00, N = 6 SE +/- 0.01, N = 5 14.13 13.26 13.10 12.16 12.15 15.28 15.36 20.99 23.45 23.77 28.20 33.25 34.27 16.83 MIN: 13.33 / MAX: 14.65 MIN: 12.41 / MAX: 14.02 MIN: 12.42 / MAX: 13.77 MIN: 11.24 / MAX: 12.82 MIN: 11.25 / MAX: 12.81 MIN: 13.65 / MAX: 16.66 MIN: 13.94 / MAX: 16.32 MIN: 19.21 / MAX: 22.15 MIN: 20.97 / MAX: 24.32 MIN: 21.81 / MAX: 25.33 MIN: 26.09 / MAX: 31.07 MIN: 30.01 / MAX: 35.85 MIN: 30.52 / MAX: 36.32 MIN: 15.76 / MAX: 18.22
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 3.91 3.91 4.53 4.69 4.84 6.51 4.56 6.04 6.98 7.41 9.99 11.54 11.99 6.92 MIN: 1.4 / MAX: 4.62 MIN: 1.41 / MAX: 4.63 MIN: 1.3 / MAX: 5.39 MIN: 1.66 / MAX: 5.58 MIN: 1.66 / MAX: 5.75 MIN: 1.93 / MAX: 7.74 MIN: 1.64 / MAX: 5.37 MIN: 1.87 / MAX: 7.15 MIN: 2.27 / MAX: 8.27 MIN: 2.28 / MAX: 8.81 MIN: 3.32 / MAX: 11.84 MIN: 3.63 / MAX: 13.73 MIN: 3.93 / MAX: 14.25 MIN: 2.23 / MAX: 8.19
LuxCoreRender Scene: Orange Juice - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 4.51 4.48 5.44 5.58 5.77 7.10 6.06 7.61 8.43 8.67 10.79 11.96 12.35 7.21 MIN: 3.75 / MAX: 4.99 MIN: 3.75 / MAX: 4.81 MIN: 4.44 / MAX: 6.12 MIN: 4.54 / MAX: 6.31 MIN: 4.67 / MAX: 6.58 MIN: 5.6 / MAX: 8.83 MIN: 4.73 / MAX: 7.39 MIN: 6.03 / MAX: 9.24 MIN: 6.69 / MAX: 10.55 MIN: 6.96 / MAX: 10.98 MIN: 8.72 / MAX: 14.46 MIN: 9.91 / MAX: 16.43 MIN: 10.23 / MAX: 17.13 MIN: 5.68 / MAX: 9.07
LuxCoreRender Scene: Danish Mood - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3 6 9 12 15 SE +/- 0.03, N = 4 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 6 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 2.88 2.81 3.58 3.71 3.85 5.01 3.61 4.91 5.81 6.03 8.00 9.28 9.72 5.21 MIN: 0.92 / MAX: 3.41 MIN: 0.88 / MAX: 3.32 MIN: 1.17 / MAX: 4.31 MIN: 1.18 / MAX: 4.47 MIN: 1.19 / MAX: 4.64 MIN: 1.68 / MAX: 6.06 MIN: 1.15 / MAX: 4.3 MIN: 1.66 / MAX: 5.96 MIN: 1.82 / MAX: 7.01 MIN: 2.03 / MAX: 7.29 MIN: 2.38 / MAX: 9.7 MIN: 2.69 / MAX: 11.32 MIN: 3.01 / MAX: 11.82 MIN: 1.69 / MAX: 6.28
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 70 140 210 280 350 SE +/- 0.40, N = 3 SE +/- 0.59, N = 3 SE +/- 0.18, N = 3 SE +/- 0.35, N = 3 SE +/- 0.45, N = 3 SE +/- 0.75, N = 3 SE +/- 0.16, N = 3 SE +/- 0.27, N = 3 SE +/- 0.47, N = 3 SE +/- 0.12, N = 3 SE +/- 0.26, N = 3 SE +/- 0.79, N = 3 SE +/- 0.19, N = 3 SE +/- 0.59, N = 3 208.00 205.31 227.94 244.52 261.57 305.31 182.00 236.51 267.07 267.28 321.33 335.10 344.99 307.59
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: MD5 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 15000M 30000M 45000M 60000M 75000M SE +/- 49115005.26, N = 7 SE +/- 62259505.74, N = 7 SE +/- 40022380.64, N = 7 SE +/- 104693541.11, N = 7 SE +/- 48387138.48, N = 7 SE +/- 73945478.17, N = 7 SE +/- 33928239.60, N = 7 SE +/- 50524660.91, N = 7 SE +/- 64426488.19, N = 7 SE +/- 82415641.88, N = 7 SE +/- 119086542.02, N = 7 SE +/- 114085221.76, N = 7 SE +/- 104099604.32, N = 7 SE +/- 90062008.87, N = 7 28643142857 29405171429 33955900000 37998642857 41746057143 54074357143 24005014286 34158442857 40281500000 41477457143 58962414286 65846485714 69978700000 56684485714
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA1 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 5000M 10000M 15000M 20000M 25000M SE +/- 9752578.59, N = 7 SE +/- 13731990.06, N = 7 SE +/- 5146308.37, N = 7 SE +/- 25963370.33, N = 7 SE +/- 15457664.37, N = 7 SE +/- 22447650.36, N = 7 SE +/- 7946598.98, N = 7 SE +/- 5748658.52, N = 7 SE +/- 23586201.72, N = 7 SE +/- 6164287.09, N = 7 SE +/- 23290062.40, N = 7 SE +/- 27258234.73, N = 7 SE +/- 26924236.29, N = 6 SE +/- 22120437.19, N = 7 9398457143 9571242857 11049914286 12300142857 13596771429 17815328571 7762328571 11068742857 13145171429 13375128571 19257628571 21660242857 22828250000 18687942857
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 700M 1400M 2100M 2800M 3500M SE +/- 880321.52, N = 7 SE +/- 1259413.53, N = 7 SE +/- 430076.72, N = 7 SE +/- 2564067.95, N = 6 SE +/- 1633078.21, N = 6 SE +/- 2857349.20, N = 6 SE +/- 1910248.05, N = 7 SE +/- 2343684.52, N = 7 SE +/- 2159742.99, N = 7 SE +/- 2485372.17, N = 7 SE +/- 3881545.38, N = 7 SE +/- 2909578.36, N = 7 SE +/- 2166012.72, N = 6 SE +/- 3167166.63, N = 6 1291485714 1314657143 1535714286 1696733333 1893616667 2460566667 1119700000 1589900000 1886685714 1916942857 2738585714 3070157143 3242516667 2583083333
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200K 400K 600K 800K 1000K SE +/- 469.64, N = 11 SE +/- 338.47, N = 11 SE +/- 1961.31, N = 15 SE +/- 447.26, N = 10 SE +/- 498.27, N = 10 SE +/- 337.46, N = 10 SE +/- 258.83, N = 11 SE +/- 305.81, N = 11 SE +/- 535.21, N = 11 SE +/- 340.13, N = 11 SE +/- 415.55, N = 10 SE +/- 815.38, N = 10 SE +/- 879.27, N = 10 SE +/- 555.18, N = 10 493227 500673 580567 642760 712650 892410 427609 587145 687591 720064 991970 1097120 1153000 944400
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200K 400K 600K 800K 1000K SE +/- 208.74, N = 8 SE +/- 350.48, N = 8 SE +/- 432.37, N = 8 SE +/- 841.20, N = 6 SE +/- 4311.72, N = 6 SE +/- 2086.05, N = 8 SE +/- 121.65, N = 8 SE +/- 78.96, N = 9 SE +/- 863.64, N = 8 SE +/- 463.85, N = 8 SE +/- 816.73, N = 8 SE +/- 528.10, N = 9 SE +/- 405.57, N = 7 SE +/- 340.04, N = 8 349900 355538 412388 452883 506217 644813 299913 427989 503188 512713 719975 807600 847886 678875
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 7K 14K 21K 28K 35K SE +/- 12.37, N = 14 SE +/- 6.70, N = 14 SE +/- 5.79, N = 14 SE +/- 12.22, N = 15 SE +/- 124.12, N = 15 SE +/- 497.84, N = 15 SE +/- 1.31, N = 14 SE +/- 9.34, N = 14 SE +/- 177.14, N = 15 SE +/- 213.66, N = 15 SE +/- 546.33, N = 15 SE +/- 563.16, N = 15 SE +/- 561.56, N = 15 SE +/- 520.86, N = 15 8225.59 8377.73 9668.05 10803.63 11622.18 14851.91 12815.83 18247.61 21395.37 21337.83 29218.85 32644.68 34169.74 15431.56 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 110 220 330 440 550 SE +/- 0.24, N = 14 SE +/- 0.26, N = 14 SE +/- 0.29, N = 14 SE +/- 0.41, N = 14 SE +/- 1.19, N = 15 SE +/- 11.13, N = 15 SE +/- 0.07, N = 14 SE +/- 0.53, N = 14 SE +/- 0.66, N = 14 SE +/- 1.51, N = 14 SE +/- 8.42, N = 15 SE +/- 8.40, N = 15 SE +/- 10.54, N = 15 SE +/- 13.41, N = 15 221.65 226.32 256.33 288.66 314.85 409.05 178.20 255.22 302.02 305.04 421.88 469.16 494.24 425.45 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 8K 16K 24K 32K 40K SE +/- 52.79, N = 14 SE +/- 42.04, N = 14 SE +/- 45.34, N = 14 SE +/- 33.25, N = 15 SE +/- 70.30, N = 14 SE +/- 105.21, N = 14 SE +/- 0.78, N = 14 SE +/- 1.61, N = 14 SE +/- 2.92, N = 14 SE +/- 4.24, N = 14 SE +/- 632.41, N = 15 SE +/- 685.00, N = 15 SE +/- 800.73, N = 15 SE +/- 394.62, N = 15 14480.23 14636.77 19471.03 21586.18 23388.22 28438.06 13379.48 19243.59 22837.37 23025.87 31733.30 35590.07 37668.36 28374.42 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 74.45, N = 15 SE +/- 44.96, N = 15 SE +/- 0.86, N = 14 SE +/- 5.84, N = 14 SE +/- 1.25, N = 14 SE +/- 340.68, N = 15 SE +/- 0.32, N = 14 SE +/- 0.45, N = 14 SE +/- 0.87, N = 14 SE +/- 10.76, N = 15 SE +/- 265.32, N = 15 SE +/- 306.59, N = 15 SE +/- 363.78, N = 15 SE +/- 379.98, N = 15 7811.27 7995.96 9219.34 10234.25 11161.70 14731.97 5883.15 8458.84 10033.78 10120.80 13956.21 15545.63 16502.90 15399.95 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0349 0.0698 0.1047 0.1396 0.1745 SE +/- 0.00029, N = 5 SE +/- 0.00031, N = 5 SE +/- 0.00016, N = 5 SE +/- 0.00019, N = 5 SE +/- 0.00058, N = 5 SE +/- 0.00078, N = 5 SE +/- 0.00054, N = 5 SE +/- 0.00020, N = 5 SE +/- 0.00049, N = 5 SE +/- 0.00014, N = 3 SE +/- 0.00023, N = 5 SE +/- 0.00031, N = 5 SE +/- 0.00010, N = 5 SE +/- 0.00130, N = 5 0.15502 0.15247 0.14323 0.13801 0.13522 0.13324 0.15471 0.12928 0.12611 0.12485 0.12099 0.12066 0.11988 0.13304
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 150 300 450 600 750 242.68 242.94 258.36 260.46 270.30 359.84 293.78 384.18 413.18 454.50 568.26 666.48 679.58 382.42
RedShift Demo OpenBenchmarking.org Seconds, Fewer Is Better RedShift Demo 3.0 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 80 160 240 320 400 SE +/- 0.88, N = 3 SE +/- 1.33, N = 3 SE +/- 1.67, N = 3 SE +/- 0.88, N = 3 SE +/- 1.20, N = 3 SE +/- 1.20, N = 3 SE +/- 1.20, N = 3 SE +/- 0.88, N = 3 SE +/- 1.00, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 0.58, N = 3 SE +/- 0.88, N = 3 376 374 351 338 322 245 300 237 227 201 164 143 139 233
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200 400 600 800 1000 SE +/- 0.10, N = 8 SE +/- 0.10, N = 8 SE +/- 0.06, N = 8 SE +/- 0.08, N = 8 SE +/- 0.11, N = 8 SE +/- 0.15, N = 8 SE +/- 0.11, N = 7 SE +/- 0.18, N = 8 SE +/- 0.19, N = 8 SE +/- 0.11, N = 9 SE +/- 0.18, N = 9 SE +/- 0.37, N = 9 SE +/- 0.18, N = 10 SE +/- 0.09, N = 9 396.8 396.8 392.0 396.8 437.5 545.6 318.0 393.1 393.2 539.1 672.8 804.8 825.7 567.8 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 160 320 480 640 800 SE +/- 0.37, N = 8 SE +/- 0.35, N = 8 SE +/- 0.15, N = 8 SE +/- 0.55, N = 8 SE +/- 0.31, N = 8 SE +/- 0.38, N = 8 SE +/- 0.12, N = 7 SE +/- 0.07, N = 8 SE +/- 0.10, N = 8 SE +/- 0.26, N = 9 SE +/- 0.35, N = 9 SE +/- 0.48, N = 9 SE +/- 0.18, N = 10 SE +/- 0.75, N = 9 333.0 324.0 314.9 330.7 347.0 447.0 302.2 383.8 380.4 516.1 646.2 733.2 745.5 494.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 80 160 240 320 400 SE +/- 0.08, N = 8 SE +/- 0.07, N = 8 SE +/- 0.04, N = 8 SE +/- 0.08, N = 8 SE +/- 0.09, N = 8 SE +/- 0.09, N = 8 SE +/- 0.11, N = 7 SE +/- 0.17, N = 8 SE +/- 0.14, N = 8 SE +/- 0.13, N = 9 SE +/- 0.20, N = 9 SE +/- 0.11, N = 9 SE +/- 0.07, N = 10 SE +/- 0.08, N = 9 288.2 284.6 289.0 290.2 301.7 322.8 270.0 293.2 294.9 337.6 354.7 355.0 363.0 319.3 1. (CC) gcc options: -O2 -flto -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200 400 600 800 1000 SE +/- 0.08, N = 13 SE +/- 0.05, N = 15 SE +/- 0.07, N = 13 SE +/- 0.14, N = 15 SE +/- 0.21, N = 13 SE +/- 0.45, N = 12 SE +/- 0.01, N = 11 SE +/- 0.22, N = 13 SE +/- 0.25, N = 13 SE +/- 0.40, N = 13 SE +/- 0.07, N = 12 SE +/- 0.03, N = 13 SE +/- 0.01, N = 14 SE +/- 0.03, N = 13 368.68 369.26 363.95 369.30 405.76 507.08 315.44 388.87 389.26 528.73 662.39 794.55 813.57 530.29 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 8K 16K 24K 32K 40K SE +/- 77.28, N = 15 SE +/- 99.77, N = 15 SE +/- 77.61, N = 15 SE +/- 89.35, N = 15 SE +/- 83.80, N = 15 SE +/- 222.21, N = 15 SE +/- 16.58, N = 14 SE +/- 7.12, N = 15 SE +/- 12.54, N = 14 SE +/- 2.30, N = 14 SE +/- 69.64, N = 13 SE +/- 21.75, N = 15 SE +/- 28.06, N = 14 SE +/- 183.70, N = 15 7122.60 7244.69 8456.17 9258.58 10434.55 13781.33 12561.56 16021.63 20072.72 21524.49 29577.13 33723.34 35210.03 14490.00 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 SE +/- 0.74, N = 3 SE +/- 0.74, N = 3 SE +/- 0.80, N = 3 SE +/- 0.84, N = 3 SE +/- 0.96, N = 3 SE +/- 1.40, N = 3 SE +/- 0.01, N = 3 SE +/- 0.38, N = 3 SE +/- 0.02, N = 3 SE +/- 0.84, N = 3 SE +/- 1.37, N = 3 SE +/- 1.38, N = 3 SE +/- 0.05, N = 3 SE +/- 1.27, N = 3 263.13 267.89 305.27 345.81 378.25 522.31 214.35 303.92 362.30 368.71 545.96 623.33 652.34 548.48 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 85.91, N = 15 SE +/- 84.44, N = 15 SE +/- 83.15, N = 15 SE +/- 73.78, N = 15 SE +/- 83.89, N = 15 SE +/- 52.71, N = 12 SE +/- 3.88, N = 15 SE +/- 76.78, N = 15 SE +/- 62.48, N = 13 SE +/- 52.74, N = 13 SE +/- 110.02, N = 15 SE +/- 114.00, N = 12 SE +/- 105.32, N = 12 SE +/- 163.86, N = 15 7090.64 7155.07 8446.24 9079.54 10392.33 13127.46 6338.90 8378.39 10264.47 10957.10 15474.89 17317.31 18051.59 13853.39 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 80 160 240 320 400 SE +/- 1.20, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.88, N = 3 SE +/- 1.33, N = 3 SE +/- 1.45, N = 3 277 268 278 278 288 304 275 288 280 331 356 356 365 305 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 110 220 330 440 550 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 327 322 321 323 330 404 306 359 358 435 480 489 498 403 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 368 367 363 370 405 477 315 371 370 478 555 592 607 495 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 160 320 480 640 800 388 388 382 388 427 518 327 399 397 528 629 705 723 542 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 401 400 397 404 441 517 329 398 398 521 601 644 657 531 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 SE +/- 1.20, N = 3 SE +/- 1.00, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 1.20, N = 3 SE +/- 1.33, N = 3 SE +/- 1.20, N = 3 244 251 278 323 353 469 204 291 338 345 499 559 600 496 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 SE +/- 2.00, N = 2 SE +/- 1.67, N = 3 SE +/- 1.33, N = 3 SE +/- 1.67, N = 3 SE +/- 1.33, N = 3 243 250 278 320 349 466 293 339 347 501 560 602 493 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 SE +/- 3.00, N = 2 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 1.33, N = 3 SE +/- 1.33, N = 3 SE +/- 1.20, N = 3 243 248 283 326 354 475 204 290 337 343 498 557 598 486 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3080 RTX 3080 Ti TITAN RTX 80 160 240 320 400 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 255 257 258 251 251 319 289 327 326 367 363 316 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3080 RTX 3080 Ti TITAN RTX 100 200 300 400 500 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 +/- 0.33, N = 3 SE +/- 0.33, N = 3 372 369 370 371 389 460 221 224 221 241 230 462 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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3080 RTX 3080 Ti TITAN RTX 80 160 240 320 400 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 325 319 325 334 356 375 303 333 333 377 367 372 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 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3080 RTX 3080 Ti TITAN RTX 120 240 360 480 600 SE +/- 2.00, N = 2 324 350 468 501 560 495 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 20 40 60 80 100 SE +/- 0.31, N = 3 SE +/- 0.43, N = 3 SE +/- 0.22, N = 3 SE +/- 0.30, N = 3 SE +/- 0.14, N = 3 SE +/- 0.17, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.09, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.18, N = 3 76.12 74.98 64.22 59.56 54.07 44.23 67.13 50.64 46.63 40.56 32.37 29.29 28.18 41.91
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3 6 9 12 15 SE +/- 0.012, N = 4 SE +/- 0.017, N = 5 SE +/- 0.004, N = 5 SE +/- 0.020, N = 5 SE +/- 0.014, N = 5 SE +/- 0.008, N = 6 SE +/- 0.009, N = 5 SE +/- 0.004, N = 6 SE +/- 0.009, N = 6 SE +/- 0.008, N = 6 SE +/- 0.012, N = 7 SE +/- 0.004, N = 7 SE +/- 0.005, N = 7 SE +/- 0.014, N = 6 11.642 11.493 10.165 9.493 8.880 7.629 10.362 8.317 7.815 7.044 6.036 5.635 5.517 7.337
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 61.71, N = 3 SE +/- 56.83, N = 3 SE +/- 43.99, N = 3 SE +/- 88.42, N = 3 SE +/- 53.05, N = 3 SE +/- 114.67, N = 3 SE +/- 0.24, N = 3 SE +/- 13.93, N = 3 SE +/- 7.52, N = 3 SE +/- 49.99, N = 3 SE +/- 74.66, N = 3 SE +/- 104.27, N = 3 SE +/- 65.40, N = 3 SE +/- 155.55, N = 3 8314.10 8449.25 9780.52 10901.17 11920.76 16498.51 6818.80 9684.39 11498.10 11707.87 17183.85 19639.66 20790.49 17206.48
vkpeak fp32-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 6K 12K 18K 24K 30K SE +/- 42.90, N = 3 SE +/- 46.44, N = 3 SE +/- 43.80, N = 3 SE +/- 59.30, N = 3 SE +/- 60.73, N = 3 SE +/- 79.54, N = 3 SE +/- 12.40, N = 3 SE +/- 31.64, N = 3 SE +/- 58.84, N = 3 SE +/- 78.89, N = 3 SE +/- 75.50, N = 3 SE +/- 108.44, N = 3 SE +/- 137.76, N = 3 SE +/- 134.86, N = 3 8311.48 8451.07 9791.33 10886.65 11917.03 16487.61 9039.77 12854.49 15292.85 15511.75 22809.11 25895.83 27527.94 17203.15
vkpeak fp16-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 21.01, N = 3 SE +/- 22.92, N = 3 SE +/- 32.23, N = 3 SE +/- 29.14, N = 3 SE +/- 60.69, N = 3 SE +/- 43.12, N = 3 SE +/- 9.15, N = 3 SE +/- 25.27, N = 3 SE +/- 43.84, N = 3 SE +/- 57.85, N = 3 SE +/- 43.04, N = 3 SE +/- 30.73, N = 3 SE +/- 80.41, N = 3 SE +/- 92.50, N = 3 8298.46 8439.95 9764.67 10871.18 11924.67 16457.91 6836.83 9720.67 11572.60 11727.92 17097.78 19465.27 20789.48 17183.04
vkpeak fp16-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 9K 18K 27K 36K 45K SE +/- 40.81, N = 3 SE +/- 45.05, N = 3 SE +/- 64.46, N = 3 SE +/- 0.93, N = 3 SE +/- 118.62, N = 3 SE +/- 86.26, N = 3 SE +/- 0.44, N = 3 SE +/- 49.62, N = 3 SE +/- 88.97, N = 3 SE +/- 114.74, N = 3 SE +/- 88.40, N = 3 SE +/- 51.02, N = 3 SE +/- 91.14, N = 3 SE +/- 148.11, N = 3 16219.42 16496.22 19106.95 21212.96 23328.09 32202.58 13718.14 19484.46 23200.57 23509.08 34278.04 39163.48 41672.10 33598.08
vkpeak fp64-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 SE +/- 0.79, N = 3 SE +/- 0.02, N = 3 SE +/- 0.95, N = 3 SE +/- 1.54, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.34, N = 3 SE +/- 0.95, N = 3 SE +/- 1.32, N = 3 SE +/- 0.01, N = 3 SE +/- 1.37, N = 3 SE +/- 1.43, N = 3 258.32 262.90 305.23 338.65 371.68 513.77 213.55 304.87 361.24 366.91 534.50 604.88 651.06 535.94
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 SE +/- 0.65, N = 3 SE +/- 0.06, N = 2 SE +/- 0.50, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 2 SE +/- 1.31, N = 3 SE +/- 0.03, N = 3 SE +/- 0.31, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.35, N = 3 SE +/- 0.61, N = 3 SE +/- 0.79, N = 3 SE +/- 1.43, N = 3 258.51 262.86 307.31 341.36 370.77 513.10 213.53 305.19 362.43 367.88 536.45 611.03 651.89 536.02
vkpeak int32-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 21.65, N = 3 SE +/- 0.21, N = 3 SE +/- 8.24, N = 3 SE +/- 1.08, N = 3 SE +/- 30.36, N = 3 SE +/- 43.31, N = 3 SE +/- 0.77, N = 3 SE +/- 8.15, N = 3 SE +/- 0.75, N = 3 SE +/- 0.71, N = 3 SE +/- 1.14, N = 3 SE +/- 0.24, N = 3 SE +/- 26.66, N = 3 SE +/- 44.08, N = 3 8246.82 8365.01 9756.50 10862.12 11820.67 16358.35 6809.18 9700.50 11545.08 11695.96 17087.33 19501.47 20714.16 17030.39
vkpeak int32-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 20.82, N = 3 SE +/- 0.63, N = 3 SE +/- 8.84, N = 3 SE +/- 0.27, N = 3 SE +/- 30.69, N = 3 SE +/- 45.18, N = 3 SE +/- 0.54, N = 3 SE +/- 4.72, N = 3 SE +/- 1.00, N = 3 SE +/- 1.12, N = 3 SE +/- 0.02, N = 3 SE +/- 0.25, N = 3 SE +/- 2.62, N = 3 SE +/- 46.17, N = 3 8206.71 8319.68 9705.63 10806.24 11765.09 16279.27 6780.54 9646.85 11492.63 11649.90 17024.27 19408.56 20597.70 16941.28
vkpeak int16-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.09, N = 3 SE +/- 0.15, N = 3 SE +/- 0.30, N = 3 SE +/- 0.36, N = 3 SE +/- 20.31, N = 3 SE +/- 27.43, N = 3 SE +/- 5.77, N = 3 SE +/- 3.46, N = 3 SE +/- 0.14, N = 3 SE +/- 0.05, N = 3 SE +/- 1.14, N = 3 SE +/- 20.56, N = 3 SE +/- 1.11, N = 3 SE +/- 27.84, N = 3 5437.69 5530.45 6445.64 7123.95 7814.83 10811.57 4488.85 6403.14 7629.67 7730.75 11290.98 12829.16 13650.66 11258.44
vkpeak int16-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 14.82, N = 3 SE +/- 0.29, N = 3 SE +/- 21.85, N = 3 SE +/- 1.82, N = 3 SE +/- 0.06, N = 3 SE +/- 14.70, N = 3 SE +/- 7.82, N = 3 SE +/- 11.39, N = 3 SE +/- 0.82, N = 3 SE +/- 0.81, N = 3 SE +/- 0.42, N = 3 SE +/- 4.40, N = 3 SE +/- 4.03, N = 3 SE +/- 5.90, N = 3 7201.01 7362.19 8534.72 9468.38 10383.04 14076.57 5969.65 8477.23 10070.32 10205.76 14570.68 16203.01 16881.76 14765.38
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 6 12 18 24 30 SE +/- 0.032, N = 5 SE +/- 0.033, N = 5 SE +/- 0.018, N = 5 SE +/- 0.023, N = 5 SE +/- 0.012, N = 5 SE +/- 0.020, N = 5 SE +/- 0.001, N = 5 SE +/- 0.006, N = 5 SE +/- 0.004, N = 5 SE +/- 0.003, N = 5 SE +/- 0.006, N = 5 SE +/- 0.007, N = 5 SE +/- 0.010, N = 5 SE +/- 0.032, N = 5 22.327 22.297 19.881 19.053 17.516 14.781 23.135 17.673 17.549 13.557 11.268 9.561 9.302 13.560 1. (CXX) g++ options: -O3 -pthread
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.1975 2.395 3.5925 4.79 5.9875 SE +/- 0.007, N = 7 SE +/- 0.008, N = 7 SE +/- 0.004, N = 7 SE +/- 0.005, N = 8 SE +/- 0.006, N = 8 SE +/- 0.006, N = 8 SE +/- 0.003, N = 7 SE +/- 0.003, N = 8 SE +/- 0.003, N = 8 SE +/- 0.006, N = 9 SE +/- 0.004, N = 9 SE +/- 0.001, N = 9 SE +/- 0.003, N = 9 SE +/- 0.008, N = 8 5.322 5.305 4.853 4.648 4.395 3.872 4.850 4.180 4.035 3.730 3.366 3.283 3.235 3.855
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: MD5 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 80M 160M 240M 320M 400M 293565059.52 309117259.03 281609895.49 323279861.26 323346932.18 394224162.41 312210179.80 327145754.48 354139559.18 286407828.12 346189621.62 337345851.87 374409285.12 385192906.63
Hashcat GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.28 / Avg: 97.57 / Max: 178.3 Min: 7.46 / Avg: 95.13 / Max: 176.26 Min: 24.04 / Avg: 120.58 / Max: 219.05 Min: 14.23 / Avg: 117.54 / Max: 220.67 Min: 9.64 / Avg: 129.11 / Max: 256.83 Min: 6.31 / Avg: 137.17 / Max: 266.52 Min: 11.84 / Avg: 76.89 / Max: 142.38 Min: 9.72 / Avg: 104.41 / Max: 197.38 Min: 8.91 / Avg: 113.74 / Max: 219.58 Min: 21.02 / Avg: 144.82 / Max: 267.68 Min: 6.22 / Avg: 170.32 / Max: 319.66 Min: 17.97 / Avg: 195.19 / Max: 349.55 Min: 9.63 / Avg: 186.9 / Max: 347.23 Min: 6.83 / Avg: 147.16 / Max: 327.64
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: SHA1 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30M 60M 90M 120M 150M 94045209.54 97668381.54 94933726.51 104350302.68 105384516.64 127340705.79 102307536.60 109455812.73 114015304.24 91799645.83 107438579.04 107541023.93 118925208.32 121687941.74
Hashcat GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.24 / Avg: 99.94 / Max: 178.82 Min: 8.47 / Avg: 98 / Max: 176.61 Min: 24.48 / Avg: 116.4 / Max: 207.03 Min: 15.12 / Avg: 117.87 / Max: 220.16 Min: 9.96 / Avg: 129.02 / Max: 245.03 Min: 7.26 / Avg: 139.9 / Max: 266.96 Min: 12.24 / Avg: 75.87 / Max: 134.17 Min: 11.1 / Avg: 101.13 / Max: 185.57 Min: 8.78 / Avg: 115.29 / Max: 219.38 Min: 22.41 / Avg: 145.7 / Max: 256.56 Min: 11.23 / Avg: 179.24 / Max: 319.81 Min: 18.72 / Avg: 201.41 / Max: 349.81 Min: 11.19 / Avg: 191.95 / Max: 346.02 Min: 8.98 / Avg: 153.57 / Max: 291.19
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4M 8M 12M 16M 20M 13006126.22 13497084.86 13001337.19 13960472.68 14124956.04 17555452.63 14388149.76 15163734.68 16411609.96 12784504.77 15209447.83 15008611.13 16765237.41 16905956.94
Hashcat GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.25 / Avg: 99.3 / Max: 177.15 Min: 8.58 / Avg: 97.4 / Max: 175.62 Min: 24.62 / Avg: 118.12 / Max: 217.44 Min: 16.37 / Avg: 121.54 / Max: 219 Min: 10.1 / Avg: 134.06 / Max: 254.16 Min: 7.14 / Avg: 140.16 / Max: 265.65 Min: 12.65 / Avg: 77.82 / Max: 138.19 Min: 13.07 / Avg: 104.85 / Max: 192.63 Min: 8.92 / Avg: 114.96 / Max: 219.08 Min: 23.43 / Avg: 149.94 / Max: 266.25 Min: 17.41 / Avg: 180.06 / Max: 319.24 Min: 21.37 / Avg: 204.56 / Max: 349.26 Min: 21.59 / Avg: 193.41 / Max: 346.46 Min: 10.88 / Avg: 152.79 / Max: 285.56
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3K 6K 9K 12K 15K 8622.05 8752.06 8779.92 11541.88 12169.88 11209.31 8644.73 10048.59 12048.43 7635.72 8989.32 8341.16 9312.46 11386.07
Hashcat GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.2 / Avg: 57.21 / Max: 177.48 Min: 9.06 / Avg: 57.21 / Max: 178.38 Min: 24.32 / Avg: 66.12 / Max: 219.37 Min: 16.35 / Avg: 55.69 / Max: 144 Min: 10.16 / Avg: 58.56 / Max: 239.62 Min: 7.1 / Avg: 79.61 / Max: 283.43 Min: 16.91 / Avg: 49.46 / Max: 126.1 Min: 12.87 / Avg: 58.43 / Max: 153.15 Min: 8.8 / Avg: 57.07 / Max: 165.49 Min: 23.82 / Avg: 94.3 / Max: 229.01 Min: 21.27 / Avg: 110.35 / Max: 262.34 Min: 18.2 / Avg: 131.53 / Max: 299.28 Min: 18.55 / Avg: 123.81 / Max: 293.06 Min: 10.45 / Avg: 82.94 / Max: 284.86
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1600 3200 4800 6400 8000 4926.05 4944.90 4973.29 4386.73 4604.78 6142.10 5661.31 6770.97 7275.86 4896.67 5136.91 4963.49 5731.54 5920.11
Hashcat GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.05 / Avg: 71.03 / Max: 178.63 Min: 8.25 / Avg: 71.9 / Max: 177.92 Min: 24.54 / Avg: 82.92 / Max: 219.51 Min: 15.18 / Avg: 103.24 / Max: 218.72 Min: 9.99 / Avg: 109.93 / Max: 253.84 Min: 6.67 / Avg: 104.98 / Max: 284.33 Min: 17.05 / Avg: 52.98 / Max: 143.46 Min: 12.55 / Avg: 63.21 / Max: 186.18 Min: 8.69 / Avg: 69.16 / Max: 219.51 Min: 23.68 / Avg: 104.71 / Max: 276.81 Min: 20.04 / Avg: 140.16 / Max: 320.48 Min: 20.08 / Avg: 162.71 / Max: 349.1 Min: 21.72 / Avg: 147.93 / Max: 347.51 Min: 10.32 / Avg: 114.67 / Max: 299.03
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.506 1.012 1.518 2.024 2.53 1.875 1.889 1.930 1.844 2.030 1.901 2.120 2.157 2.249 1.726 1.702 1.583 1.692 1.838
FAHBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.05 / Avg: 110.92 / Max: 157.88 Min: 8.46 / Avg: 108.71 / Max: 151.8 Min: 24.43 / Avg: 118.11 / Max: 164.45 Min: 16.45 / Avg: 132.61 / Max: 190.56 Min: 9.93 / Avg: 128.84 / Max: 181.24 Min: 6.32 / Avg: 160.64 / Max: 233.85 Min: 17.19 / Avg: 85.85 / Max: 115.67 Min: 12.8 / Avg: 109.67 / Max: 151.59 Min: 8.52 / Avg: 118.73 / Max: 166.13 Min: 23.55 / Avg: 154.86 / Max: 204.51 Min: 19.96 / Avg: 188.85 / Max: 256.08 Min: 24.45 / Avg: 211.73 / Max: 281.86 Min: 22.04 / Avg: 203.85 / Max: 272.71 Min: 11 / Avg: 167.33 / Max: 233.27
NAMD CUDA GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.14 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.45 / Avg: 89.15 / Max: 179.33 Min: 10.1 / Avg: 91.48 / Max: 185.83 Min: 24.55 / Avg: 105.17 / Max: 209.98 Min: 17.94 / Avg: 109.88 / Max: 214.11 Min: 10.31 / Avg: 108.2 / Max: 235.59 Min: 8.71 / Avg: 118.81 / Max: 261.1 Min: 16.74 / Avg: 81.78 / Max: 148.8 Min: 14.43 / Avg: 91.61 / Max: 183.82 Min: 8.97 / Avg: 93.12 / Max: 191.12 Min: 22.03 / Avg: 54.9 / Max: 229.13 Min: 24.86 / Avg: 140.85 / Max: 251.91 Min: 17.89 / Avg: 154.79 / Max: 269.76 Min: 19 / Avg: 153.25 / Max: 267.87 Min: 13.92 / Avg: 127.32 / Max: 271.84
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 230.25 259.33 217.99 243.67 316.62 301.00 390.76 481.61 602.37 361.63 419.95 398.39 451.72 291.75
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 Min: 10.09 / Avg: 35.73 / Max: 82.38 Min: 9.37 / Avg: 32.3 / Max: 78.95 Min: 24.07 / Avg: 44.35 / Max: 95.72 Min: 16.5 / Avg: 44.34 / Max: 105.67 Min: 10.04 / Avg: 36.71 / Max: 89.26 Min: 7.7 / Avg: 49.34 / Max: 121.15 Min: 16.88 / Avg: 32.8 / Max: 52.19 Min: 13.92 / Avg: 37.89 / Max: 62.71 Min: 9.03 / Avg: 35.52 / Max: 60.82 Min: 22.44 / Avg: 59 / Max: 95.96 Min: 26.73 / Avg: 69.58 / Max: 113.82 Min: 15.39 / Avg: 81.94 / Max: 138.88 Min: 23.78 / Avg: 75.64 / Max: 131.24 Min: 11.54 / Avg: 52.89 / Max: 124.22
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2 4 6 8 10 6.360 6.753 5.962 6.744 7.988 8.828 5.476 6.768 8.543 5.307 6.235 5.795 6.712 8.255
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 Min: 10.11 / Avg: 34.85 / Max: 76.06 Min: 8.64 / Avg: 33.51 / Max: 78.65 Min: 23.73 / Avg: 43 / Max: 75.46 Min: 15.7 / Avg: 42.8 / Max: 99.04 Min: 9.8 / Avg: 39.42 / Max: 71.47 Min: 6.48 / Avg: 46.34 / Max: 131.85 Min: 16.56 / Avg: 32.54 / Max: 52.17 Min: 13.18 / Avg: 37.71 / Max: 62.35 Min: 8.82 / Avg: 35.35 / Max: 58.86 Min: 22.32 / Avg: 57.48 / Max: 92.48 Min: 20.23 / Avg: 67.66 / Max: 111.37 Min: 17.99 / Avg: 80.96 / Max: 134.27 Min: 18.23 / Avg: 73.63 / Max: 125.87 Min: 10.07 / Avg: 51.54 / Max: 120.68
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 402.14 469.63 443.16 500.46 573.84 634.30 409.03 530.56 661.41 410.53 473.83 442.52 524.50 564.15
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 20 40 60 80 100 Min: 10.09 / Avg: 36.01 / Max: 83.56 Min: 8.51 / Avg: 31.17 / Max: 76.6 Min: 23.8 / Avg: 43.94 / Max: 90.37 Min: 15.26 / Avg: 43.13 / Max: 94.04 Min: 9.65 / Avg: 40.76 / Max: 85.45 Min: 6.48 / Avg: 44.83 / Max: 85.69 Min: 16.67 / Avg: 32.71 / Max: 52.26 Min: 12.14 / Avg: 36.27 / Max: 61.97 Min: 8.76 / Avg: 34.53 / Max: 59.9 Min: 21.99 / Avg: 56.09 / Max: 91.85 Min: 18.2 / Avg: 66.97 / Max: 110.38 Min: 26.57 / Avg: 80.43 / Max: 130.18 Min: 16.25 / Avg: 71.82 / Max: 124.1 Min: 9.81 / Avg: 50.3 / Max: 120.73
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 70 140 210 280 350 215.20 244.38 210.60 236.26 278.44 313.08 181.53 230.78 291.74 174.40 213.35 195.08 225.05 311.90
Mixbench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 Min: 9.99 / Avg: 36.3 / Max: 83.91 Min: 8.69 / Avg: 32.72 / Max: 78.1 Min: 23.92 / Avg: 43.78 / Max: 92.24 Min: 15 / Avg: 43.32 / Max: 85.96 Min: 9.87 / Avg: 40.09 / Max: 95.14 Min: 6.43 / Avg: 47.06 / Max: 104.62 Min: 16.66 / Avg: 32.41 / Max: 52.09 Min: 12.43 / Avg: 36.65 / Max: 60.96 Min: 8.64 / Avg: 34.39 / Max: 59.56 Min: 22.16 / Avg: 58.03 / Max: 92.85 Min: 17.86 / Avg: 65.41 / Max: 106.54 Min: 25.14 / Avg: 79.69 / Max: 134.35 Min: 20.23 / Avg: 73.33 / Max: 124.31 Min: 8.31 / Avg: 49.38 / Max: 112.81
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 2020.1 Total Score RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.5387 1.0774 1.6161 2.1548 2.6935 1.660 1.710 1.705 1.587 1.764 1.611 2.394 2.344 2.375 1.991 1.921 2.011 2.019 1.620
OctaneBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 2020.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.05 / Avg: 146.2 / Max: 175.3 Min: 8.44 / Avg: 142.06 / Max: 172.55 Min: 23.17 / Avg: 151.52 / Max: 185.74 Min: 15.13 / Avg: 164.14 / Max: 209.99 Min: 9.83 / Avg: 153.21 / Max: 200.52 Min: 6.48 / Avg: 223.31 / Max: 264 Min: 16.55 / Avg: 122.74 / Max: 131.04 Min: 11.96 / Avg: 163.9 / Max: 178.59 Min: 9.01 / Avg: 173.99 / Max: 196.63 Min: 22.22 / Avg: 228.3 / Max: 242.01 Min: 17.9 / Avg: 295.8 / Max: 318.79 Min: 31.05 / Avg: 331.38 / Max: 349.26 Min: 17.94 / Avg: 336.55 / Max: 347.62 Min: 8.82 / Avg: 236.07 / Max: 286.6
LuxCoreRender Scene: DLSC - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0142 0.0284 0.0426 0.0568 0.071 0.032 0.033 0.037 0.046 0.038 0.034 0.052 0.051 0.054 0.063 0.045 0.043 0.046 0.033
LuxCoreRender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.34 / Avg: 123.07 / Max: 133.26 Min: 9.27 / Avg: 116.55 / Max: 126.75 Min: 24.66 / Avg: 136.16 / Max: 147.06 Min: 15.09 / Avg: 111.34 / Max: 161.81 Min: 10.52 / Avg: 141.04 / Max: 152.35 Min: 9.58 / Avg: 201.96 / Max: 220.18 Min: 17.28 / Avg: 103.82 / Max: 112.34 Min: 15.16 / Avg: 141.21 / Max: 152.45 Min: 9.3 / Avg: 153.42 / Max: 165.84 Min: 23.02 / Avg: 139.13 / Max: 203.93 Min: 19.96 / Avg: 257.71 / Max: 277.65 Min: 34.51 / Avg: 313.62 / Max: 337.89 Min: 32.4 / Avg: 304.34 / Max: 328.84 Min: 15.27 / Avg: 210.39 / Max: 229.52
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0488 0.0976 0.1464 0.1952 0.244 0.131 0.126 0.115 0.106 0.111 0.101 0.173 0.186 0.217 0.164 0.151 0.160 0.166 0.107
LuxCoreRender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.35 / Avg: 108.15 / Max: 147.61 Min: 10.25 / Avg: 105.55 / Max: 139.93 Min: 24.69 / Avg: 113.74 / Max: 145.57 Min: 17.23 / Avg: 114.88 / Max: 145.4 Min: 10.52 / Avg: 109.85 / Max: 140.58 Min: 9.58 / Avg: 151.25 / Max: 207.44 Min: 16.83 / Avg: 88.72 / Max: 120.08 Min: 15.14 / Avg: 113.14 / Max: 161.22 Min: 8.99 / Avg: 107.95 / Max: 172.87 Min: 25.07 / Avg: 145.33 / Max: 215.28 Min: 24.9 / Avg: 186.73 / Max: 280.55 Min: 27.21 / Avg: 207.69 / Max: 330.8 Min: 18.98 / Avg: 206.99 / Max: 335.49 Min: 14.85 / Avg: 157.68 / Max: 218.08
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0135 0.027 0.0405 0.054 0.0675 0.035 0.036 0.037 0.047 0.039 0.036 0.049 0.049 0.052 0.060 0.044 0.043 0.045 0.036
LuxCoreRender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.29 / Avg: 111.76 / Max: 130.68 Min: 9.16 / Avg: 107.81 / Max: 127.77 Min: 24.32 / Avg: 123.31 / Max: 141.92 Min: 15.06 / Avg: 99.05 / Max: 156.24 Min: 10.25 / Avg: 123.24 / Max: 144.98 Min: 7.69 / Avg: 181.15 / Max: 213.79 Min: 16.91 / Avg: 92.95 / Max: 107.13 Min: 14.44 / Avg: 123.59 / Max: 143.47 Min: 8.83 / Avg: 133.01 / Max: 154.89 Min: 22.55 / Avg: 123.28 / Max: 193.74 Min: 27.61 / Avg: 225.09 / Max: 259.13 Min: 29.91 / Avg: 270.42 / Max: 312.45 Min: 22.13 / Avg: 268.96 / Max: 311.28 Min: 13.92 / Avg: 193.81 / Max: 230.16
LuxCoreRender Scene: Orange Juice - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0135 0.027 0.0405 0.054 0.0675 0.039 0.041 0.042 0.039 0.044 0.037 0.060 0.055 0.057 0.047 0.045 0.041 0.043 0.036
LuxCoreRender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.33 / Avg: 114.41 / Max: 131.46 Min: 9.26 / Avg: 110.54 / Max: 127.1 Min: 24.48 / Avg: 129.94 / Max: 145.97 Min: 17.2 / Avg: 141.85 / Max: 160.04 Min: 10.12 / Avg: 132.4 / Max: 150.11 Min: 8.88 / Avg: 191.74 / Max: 216.02 Min: 16.95 / Avg: 100.67 / Max: 111.79 Min: 14.89 / Avg: 137.17 / Max: 151.93 Min: 8.97 / Avg: 148.65 / Max: 166.02 Min: 24.55 / Avg: 184.52 / Max: 204.06 Min: 24.53 / Avg: 241.45 / Max: 268.02 Min: 36.5 / Avg: 291.82 / Max: 325.14 Min: 25.58 / Avg: 289.86 / Max: 322.93 Min: 15 / Avg: 199.64 / Max: 226.23
LuxCoreRender Scene: Danish Mood - Acceleration: GPU OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0101 0.0202 0.0303 0.0404 0.0505 0.027 0.028 0.030 0.029 0.032 0.029 0.041 0.042 0.045 0.037 0.038 0.036 0.038 0.029
LuxCoreRender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.33 / Avg: 105.19 / Max: 126.6 Min: 8.99 / Avg: 99.54 / Max: 124.48 Min: 24.47 / Avg: 117.81 / Max: 140.65 Min: 17.62 / Avg: 129.45 / Max: 152.4 Min: 10.35 / Avg: 119.64 / Max: 142.3 Min: 8.1 / Avg: 172.01 / Max: 208.66 Min: 17.03 / Avg: 88.21 / Max: 103.89 Min: 15.12 / Avg: 118.17 / Max: 138.72 Min: 8.65 / Avg: 127.99 / Max: 150.55 Min: 25.12 / Avg: 164.19 / Max: 188.82 Min: 17.86 / Avg: 212.92 / Max: 251.26 Min: 34.51 / Avg: 257.71 / Max: 300.92 Min: 17.62 / Avg: 254.47 / Max: 299.34 Min: 15.72 / Avg: 182.81 / Max: 218.35
ArrayFire Test: BLAS OpenCL OpenBenchmarking.org GFLOPS Per Watt, More Is Better ArrayFire 3.7 Test: BLAS OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 9 18 27 36 45 22.43 23.28 23.70 23.10 26.21 25.14 37.20 37.57 40.43 33.69 35.02 33.91 36.59 24.51
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.29 / Avg: 116.44 / Max: 158.68 Min: 9.73 / Avg: 115.13 / Max: 157.9 Min: 24.52 / Avg: 127.34 / Max: 174.66 Min: 17.28 / Avg: 144.9 / Max: 193.12 Min: 10.15 / Avg: 139.92 / Max: 193.5 Min: 8.54 / Avg: 191.79 / Max: 265.53 Min: 16.91 / Avg: 93.82 / Max: 127.49 Min: 23.56 / Avg: 134.18 / Max: 197.58 Min: 19.65 / Avg: 143.22 / Max: 217.25 Min: 23.63 / Avg: 172.34 / Max: 240.96 Min: 28.27 / Avg: 211.82 / Max: 302.63 Min: 37.36 / Avg: 239.65 / Max: 337.97 Min: 29.06 / Avg: 231.32 / Max: 326.54 Min: 14.14 / Avg: 203.83 / Max: 283.43
ArrayFire GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 Min: 10.29 / Avg: 67.34 / Max: 133.15 Min: 9.34 / Avg: 61.74 / Max: 125.97 Min: 24.5 / Avg: 71.64 / Max: 136.38 Min: 17.39 / Avg: 71.22 / Max: 136.43 Min: 10.15 / Avg: 68.19 / Max: 128.5 Min: 9.41 / Avg: 89.91 / Max: 187.72 Min: 16.83 / Avg: 52.82 / Max: 99.99 Min: 21.33 / Avg: 66.51 / Max: 124.82 Min: 17.13 / Avg: 64.77 / Max: 127.71 Min: 24.82 / Avg: 97.23 / Max: 177.43 Min: 28.16 / Avg: 117.97 / Max: 217.99 Min: 36.96 / Avg: 136.79 / Max: 242.82 Min: 30.27 / Avg: 135.42 / Max: 244.67 Min: 15 / Avg: 98.06 / Max: 187.18
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2 4 6 8 10 6.662 7.803 6.366 5.822 7.257 6.268 5.990 7.281 7.874 6.878 6.397 6.775 7.828 7.562
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 Min: 9.94 / Avg: 55.34 / Max: 150.08 Min: 8.35 / Avg: 47.32 / Max: 145.02 Min: 23.11 / Avg: 57.17 / Max: 154.7 Min: 15.67 / Avg: 63.44 / Max: 145.29 Min: 9.99 / Avg: 55.91 / Max: 150.17 Min: 7.35 / Avg: 80.9 / Max: 222.13 Min: 17.12 / Avg: 52.66 / Max: 107.78 Min: 20.9 / Avg: 53.41 / Max: 108.05 Min: 16.78 / Avg: 49.44 / Max: 106.95 Min: 23.83 / Avg: 76.87 / Max: 145.1 Min: 26.42 / Avg: 103.54 / Max: 221.1 Min: 34.68 / Avg: 117.28 / Max: 217.73 Min: 29.04 / Avg: 103.93 / Max: 177.24 Min: 11.13 / Avg: 70.13 / Max: 222.31
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 90 180 270 360 450 136.62 154.21 143.23 159.37 200.76 174.00 347.56 326.11 429.14 310.45 327.66 330.75 368.38 169.17
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 Min: 10.21 / Avg: 52.14 / Max: 127.6 Min: 8.75 / Avg: 46.98 / Max: 123.74 Min: 23.3 / Avg: 59.04 / Max: 138.83 Min: 15.93 / Avg: 58.1 / Max: 155.19 Min: 9.8 / Avg: 51.98 / Max: 158.33 Min: 6.75 / Avg: 79.2 / Max: 222.14 Min: 17.22 / Avg: 36.14 / Max: 65.63 Min: 20.57 / Avg: 49.13 / Max: 100.41 Min: 16.93 / Avg: 46.77 / Max: 104.9 Min: 23.48 / Avg: 69.33 / Max: 141.64 Min: 25.35 / Avg: 90.27 / Max: 192.09 Min: 34.02 / Avg: 101.96 / Max: 203.4 Min: 28.19 / Avg: 95.58 / Max: 192.19 Min: 10.79 / Avg: 85.65 / Max: 239.09
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.0829 2.1658 3.2487 4.3316 5.4145 3.434 3.815 3.632 3.678 4.283 4.201 4.004 4.252 4.813 3.385 3.750 3.661 3.963 4.006
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 Min: 10.16 / Avg: 76.62 / Max: 82.94 Min: 8.1 / Avg: 70.21 / Max: 76.49 Min: 22.94 / Avg: 84.06 / Max: 91.05 Min: 15.83 / Avg: 94.02 / Max: 108.19 Min: 9.74 / Avg: 88.32 / Max: 98.49 Min: 6.79 / Avg: 124.34 / Max: 136.32 Min: 17.16 / Avg: 53.53 / Max: 58.53 Min: 20.39 / Avg: 71.47 / Max: 77.36 Min: 16.95 / Avg: 75.28 / Max: 83.33 Min: 22.7 / Avg: 108.94 / Max: 119.27 Min: 25.41 / Avg: 145.59 / Max: 159.18 Min: 33.8 / Avg: 170.25 / Max: 188.81 Min: 27.48 / Avg: 164.6 / Max: 180.98 Min: 10.49 / Avg: 136.92 / Max: 151.98
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS Per Watt, More Is Better clpeak OpenCL Test: Integer Compute INT RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 109.97 118.38 115.32 127.16 138.68 136.72 141.84 132.85 163.61 123.44 126.08 130.38 145.07 143.99
clpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.13 / Avg: 64.48 / Max: 180.27 Min: 7.86 / Avg: 60.44 / Max: 179.77 Min: 23.39 / Avg: 73.24 / Max: 218.19 Min: 16.53 / Avg: 71.4 / Max: 225.88 Min: 9.76 / Avg: 74.94 / Max: 255.68 Min: 7.68 / Avg: 96.02 / Max: 266.24 Min: 17.42 / Avg: 44.69 / Max: 106.16 Min: 20.42 / Avg: 63.07 / Max: 173.69 Min: 17.2 / Avg: 62.74 / Max: 184.61 Min: 23.69 / Avg: 88.77 / Max: 226.32 Min: 25.93 / Avg: 122.74 / Max: 319.24 Min: 34.84 / Avg: 132.82 / Max: 340.5 Min: 28.15 / Avg: 124.44 / Max: 330.33 Min: 10.74 / Avg: 96.21 / Max: 283.79
vkpeak int16-vec4 OpenBenchmarking.org GIOPS Per Watt, More Is Better vkpeak 20210424 int16-vec4 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 20 40 60 80 100 57.23 67.67 64.33 70.52 69.91 76.94 82.37 63.67 66.97 60.24 63.68 69.42
vkpeak GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better vkpeak 20210424 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.28 / Avg: 125.83 / Max: 161.95 Min: 8.79 / Avg: 119.33 / Max: 160.63 Min: 24.2 / Avg: 126.12 / Max: 176.14 Min: 15.72 / Avg: 147.18 / Max: 200.91 Min: 9.79 / Avg: 140.53 / Max: 200.69 Min: 7.02 / Avg: 199.62 / Max: 265.18 Min: 17.22 / Avg: 85.39 / Max: 108.64 Min: 20.31 / Avg: 110.18 / Max: 153.31 Min: 16.97 / Avg: 122.25 / Max: 176.97 Min: 22.36 / Avg: 160.29 / Max: 216.47 Min: 18.02 / Avg: 217.56 / Max: 259.06 Min: 25.9 / Avg: 268.96 / Max: 304.21 Min: 25.05 / Avg: 265.11 / Max: 303.36 Min: 10.59 / Avg: 212.69 / Max: 285.13
PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.2013 2.4026 3.6039 4.8052 6.0065 4.087 4.161 4.017 4.317 4.572 5.339 4.313 5.069 5.323 4.260 5.164 4.908 5.126 5.127
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.05 / Avg: 92.66 / Max: 166.91 Min: 8.05 / Avg: 91.49 / Max: 164.16 Min: 24.03 / Avg: 104.23 / Max: 185.61 Min: 15.55 / Avg: 102.45 / Max: 197.15 Min: 9.87 / Avg: 103.25 / Max: 200.52 Min: 7.81 / Avg: 119.57 / Max: 247.26 Min: 16.72 / Avg: 78.86 / Max: 129.09 Min: 20.62 / Avg: 90.03 / Max: 166.1 Min: 16.73 / Avg: 93.12 / Max: 179.45 Min: 23.12 / Avg: 120.52 / Max: 211.83 Min: 25.11 / Avg: 141.41 / Max: 283.1 Min: 34.01 / Avg: 160.84 / Max: 317.93 Min: 28.89 / Avg: 159.36 / Max: 316.05 Min: 11.31 / Avg: 127.24 / Max: 273.91
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.4003 0.8006 1.2009 1.6012 2.0015 1.157 1.202 1.183 1.307 1.369 1.774 1.218 1.483 1.681 1.330 1.617 1.644 1.760 1.779
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.17 / Avg: 111.43 / Max: 177.77 Min: 9.09 / Avg: 109.66 / Max: 178.18 Min: 23.83 / Avg: 128.78 / Max: 219.31 Min: 16.18 / Avg: 125.73 / Max: 211.32 Min: 10.05 / Avg: 133.77 / Max: 236.77 Min: 7.59 / Avg: 132.89 / Max: 266.12 Min: 16.86 / Avg: 100.38 / Max: 148.11 Min: 20.65 / Avg: 113.97 / Max: 191.57 Min: 17.02 / Avg: 115.74 / Max: 209.21 Min: 22.68 / Avg: 152.48 / Max: 263.5 Min: 22.96 / Avg: 173.98 / Max: 309.08 Min: 30.77 / Avg: 189.57 / Max: 342.33 Min: 21.11 / Avg: 183.73 / Max: 332.84 Min: 11.09 / Avg: 139.6 / Max: 286.99
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.3132 0.6264 0.9396 1.2528 1.566 0.856 0.892 0.884 0.967 0.987 1.286 0.918 1.084 1.227 0.959 1.256 1.300 1.392 1.293
PlaidML GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.2 / Avg: 118.94 / Max: 179.25 Min: 9.32 / Avg: 116.82 / Max: 179.82 Min: 23.74 / Avg: 136.71 / Max: 214.78 Min: 16.71 / Avg: 134.44 / Max: 215.29 Min: 10.15 / Avg: 147.25 / Max: 245.96 Min: 7.84 / Avg: 145.57 / Max: 287.85 Min: 16.92 / Avg: 106.07 / Max: 148.84 Min: 20.83 / Avg: 123.43 / Max: 194.29 Min: 17.17 / Avg: 125.6 / Max: 211.58 Min: 23.89 / Avg: 166.87 / Max: 265.91 Min: 16.97 / Avg: 178.26 / Max: 312.08 Min: 25.48 / Avg: 191.02 / Max: 342.21 Min: 15.86 / Avg: 185.08 / Max: 335.39 Min: 11.74 / Avg: 152.48 / Max: 281.91
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 87.36 87.93 92.34 96.28 102.86 110.96 120.65 138.97 138.85 127.97 124.12 121.76 122.61 109.66
LeelaChessZero GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.43 / Avg: 168.04 / Max: 179.55 Min: 10.12 / Avg: 167.51 / Max: 179.89 Min: 24.04 / Avg: 187.92 / Max: 207.89 Min: 16.9 / Avg: 193.81 / Max: 219.34 Min: 10.27 / Avg: 200.04 / Max: 227.41 Min: 8.3 / Avg: 249.95 / Max: 268.12 Min: 17.05 / Avg: 154.79 / Max: 169.54 Min: 21.27 / Avg: 191.69 / Max: 199 Min: 17.34 / Avg: 210.69 / Max: 219.68 Min: 24.6 / Avg: 248.03 / Max: 286.46 Min: 27.92 / Avg: 301.95 / Max: 319.38 Min: 35.82 / Avg: 323.67 / Max: 348.45 Min: 29.54 / Avg: 329.07 / Max: 348.03 Min: 12.85 / Avg: 265.99 / Max: 287.24
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.2211 2.4422 3.6633 4.8844 6.1055 4.961 5.113 4.466 4.546 5.427 4.982 4.964 5.005 5.019 4.767 4.911 5.105 5.292 5.064
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.47 / Avg: 79.98 / Max: 129.8 Min: 9.8 / Avg: 77.6 / Max: 124.62 Min: 24.21 / Avg: 87.77 / Max: 136.18 Min: 17.79 / Avg: 87.29 / Max: 132.34 Min: 11.02 / Avg: 80.61 / Max: 127.45 Min: 9.97 / Avg: 109.52 / Max: 188.91 Min: 17.84 / Avg: 64.06 / Max: 98.36 Min: 21.87 / Avg: 78.55 / Max: 123.63 Min: 17.31 / Avg: 78.35 / Max: 126.14 Min: 23.24 / Avg: 113.08 / Max: 189.74 Min: 20.25 / Avg: 136.99 / Max: 246.05 Min: 34.24 / Avg: 157.64 / Max: 290.87 Min: 18.59 / Avg: 156.02 / Max: 292.51 Min: 15.06 / Avg: 112.12 / Max: 195.96
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.1133 2.2266 3.3399 4.4532 5.5665 4.199 4.331 3.743 3.905 4.488 4.375 4.647 4.936 4.948 4.524 4.788 4.768 4.888 4.564
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.16 / Avg: 79.3 / Max: 129.7 Min: 8.53 / Avg: 74.8 / Max: 121.92 Min: 23.9 / Avg: 84.14 / Max: 130.6 Min: 15.99 / Avg: 84.69 / Max: 125.4 Min: 10.03 / Avg: 77.32 / Max: 125.84 Min: 8 / Avg: 102.18 / Max: 185.96 Min: 17.62 / Avg: 65.03 / Max: 98.63 Min: 21.12 / Avg: 77.75 / Max: 121.59 Min: 16.68 / Avg: 76.88 / Max: 123.05 Min: 23.8 / Avg: 114.09 / Max: 190.34 Min: 21.36 / Avg: 134.96 / Max: 239.67 Min: 29.35 / Avg: 153.78 / Max: 282.93 Min: 17.05 / Avg: 152.52 / Max: 286.64 Min: 12.95 / Avg: 108.39 / Max: 183.61
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.941 1.882 2.823 3.764 4.705 3.695 3.953 3.406 3.432 3.806 3.128 4.182 3.801 3.800 2.942 2.660 2.292 2.391 3.071
cl-mem GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.12 / Avg: 78 / Max: 129.68 Min: 9.26 / Avg: 71.99 / Max: 119.96 Min: 23.54 / Avg: 84.86 / Max: 130.49 Min: 15.69 / Avg: 84.56 / Max: 125.46 Min: 9.97 / Avg: 79.27 / Max: 124.96 Min: 6.93 / Avg: 103.2 / Max: 183.17 Min: 17.29 / Avg: 64.56 / Max: 98.75 Min: 20.84 / Avg: 77.13 / Max: 121.01 Min: 16.58 / Avg: 77.6 / Max: 123.03 Min: 23.73 / Avg: 114.73 / Max: 189.92 Min: 23.18 / Avg: 133.35 / Max: 238.39 Min: 27.47 / Avg: 154.91 / Max: 283.22 Min: 16.8 / Avg: 151.8 / Max: 285.98 Min: 11.6 / Avg: 103.98 / Max: 180.72
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 Ti 0.657 1.314 1.971 2.628 3.285 2.131 2.286 2.393 2.920 2.279 2.565 2.843 2.224 2.492
ViennaCL GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.7.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.03 / Avg: 112.04 / Max: 175.45 Min: 9.62 / Avg: 106.58 / Max: 171.31 Min: 24.63 / Avg: 118.28 / Max: 182.65 Min: 17.17 / Avg: 122.61 / Max: 209.61 Min: 10.06 / Avg: 119.75 / Max: 211.54 Min: 6.8 / Avg: 163.04 / Max: 266.67 Min: 16.89 / Avg: 88.97 / Max: 143.66 Min: 20.72 / Avg: 111.99 / Max: 185.58 Min: 16.81 / Avg: 117.64 / Max: 212.62 Min: 23.81 / Avg: 154.21 / Max: 246.81 Min: 26.87 / Avg: 192.92 / Max: 315.16 Min: 36.03 / Avg: 227.48 / Max: 345.41 Min: 29.57 / Avg: 221.51 / Max: 344.55 Min: 11.06 / Avg: 168.65 / Max: 282.95
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 5 10 15 20 25 11.915 12.237 11.451 10.495 11.114 8.014 15.569 20.117 18.627 13.823 11.592 9.531 9.538 7.629
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.35 / Avg: 93.22 / Max: 137.55 Min: 8.59 / Avg: 88.37 / Max: 135.13 Min: 23.17 / Avg: 99.98 / Max: 145.62 Min: 15.34 / Avg: 106.71 / Max: 185.55 Min: 9.82 / Avg: 105.12 / Max: 198.87 Min: 6.82 / Avg: 147.32 / Max: 224.7 Min: 16.9 / Avg: 80.63 / Max: 108.65 Min: 20.88 / Avg: 105.42 / Max: 142.98 Min: 16.92 / Avg: 114.41 / Max: 158.48 Min: 24 / Avg: 149.96 / Max: 198.78 Min: 25.49 / Avg: 190.67 / Max: 257.72 Min: 34.01 / Avg: 227.4 / Max: 307.88 Min: 30.56 / Avg: 232.73 / Max: 305.32 Min: 11.35 / Avg: 153.13 / Max: 287.43
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 6 12 18 24 30 22.57 24.32 21.63 21.10 25.76 24.35 24.35 25.03 25.72 21.22 22.80 23.35 24.33 24.33
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 Min: 10.13 / Avg: 42.08 / Max: 115.84 Min: 8.79 / Avg: 39.23 / Max: 106.71 Min: 23.91 / Avg: 50.3 / Max: 128.47 Min: 16.36 / Avg: 52.12 / Max: 131.61 Min: 9.98 / Avg: 46.74 / Max: 113.07 Min: 7.12 / Avg: 60.93 / Max: 200.59 Min: 17.51 / Avg: 38.36 / Max: 64.71 Min: 21.05 / Avg: 46.06 / Max: 75.32 Min: 17.05 / Avg: 44.14 / Max: 74.86 Min: 24.47 / Avg: 72.42 / Max: 108.17 Min: 26.97 / Avg: 84.14 / Max: 132.2 Min: 35.34 / Avg: 98.06 / Max: 147.59 Min: 31.07 / Avg: 96.42 / Max: 145.13 Min: 11.55 / Avg: 64.88 / Max: 203.55
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 15 30 45 60 75 43.35 46.66 44.12 43.19 50.27 57.94 46.08 49.47 56.03 47.26 57.42 62.76 66.85 55.59
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.2 / Avg: 69.75 / Max: 170.37 Min: 9 / Avg: 66.72 / Max: 173.96 Min: 23.69 / Avg: 74.1 / Max: 195.82 Min: 15.99 / Avg: 77.56 / Max: 187.17 Min: 9.83 / Avg: 73.99 / Max: 192.06 Min: 6.03 / Avg: 83.45 / Max: 218.2 Min: 17.05 / Avg: 60.13 / Max: 152.49 Min: 20.62 / Avg: 69.39 / Max: 154.07 Min: 17.04 / Avg: 67.74 / Max: 162.28 Min: 23.08 / Avg: 99.68 / Max: 209.8 Min: 26.46 / Avg: 109.81 / Max: 223.88 Min: 34.21 / Avg: 129.07 / Max: 252 Min: 28.97 / Avg: 124.57 / Max: 253.7 Min: 10.32 / Avg: 90.99 / Max: 235.32
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.1391 0.2782 0.4173 0.5564 0.6955 0.336 0.371 0.355 0.399 0.433 0.599 0.298 0.378 0.477 0.342 0.442 0.421 0.480 0.618
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.03 / Avg: 54.5 / Max: 179.81 Min: 8.01 / Avg: 50.26 / Max: 180.05 Min: 23.29 / Avg: 60.27 / Max: 204.01 Min: 16.16 / Avg: 60.15 / Max: 219.48 Min: 9.74 / Avg: 61.06 / Max: 244.68 Min: 5.42 / Avg: 58.34 / Max: 265.02 Min: 17.32 / Avg: 50.8 / Max: 131.38 Min: 20.52 / Avg: 57.19 / Max: 147.04 Min: 16.86 / Avg: 53.55 / Max: 135.46 Min: 23.35 / Avg: 76.92 / Max: 186.03 Min: 25.91 / Avg: 84.81 / Max: 186.54 Min: 33.81 / Avg: 99.29 / Max: 201.41 Min: 28.36 / Avg: 91.96 / Max: 187.69 Min: 9.7 / Avg: 59.48 / Max: 284.45
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2 4 6 8 10 6.214 6.893 5.051 4.906 6.038 7.247 5.430 6.262 6.618 5.013 5.454 5.525 6.114 6.899
SHOC Scalable HeterOgeneous Computing GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 20 40 60 80 100 Min: 10.21 / Avg: 30.38 / Max: 48.81 Min: 8.93 / Avg: 27.96 / Max: 46.09 Min: 23.32 / Avg: 39.54 / Max: 58.32 Min: 15.7 / Avg: 40.2 / Max: 59.97 Min: 9.92 / Avg: 35.24 / Max: 56.73 Min: 6.3 / Avg: 37.43 / Max: 62.65 Min: 17.67 / Avg: 31.69 / Max: 45.44 Min: 20.44 / Avg: 33.81 / Max: 47.29 Min: 16.94 / Avg: 32.99 / Max: 48.4 Min: 21.7 / Avg: 57.08 / Max: 80.38 Min: 24.97 / Avg: 62.16 / Max: 90.4 Min: 33.76 / Avg: 75.89 / Max: 111.58 Min: 27.01 / Avg: 70.27 / Max: 107.53 Min: 9.98 / Avg: 41.83 / Max: 67.72
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.056 0.112 0.168 0.224 0.28 0.182 0.190 0.183 0.178 0.191 0.173 0.243 0.244 0.249 0.217 0.195 0.186 0.195 0.173
IndigoBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better IndigoBench 4.4 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 9.98 / Avg: 127.71 / Max: 151.56 Min: 7.93 / Avg: 123.49 / Max: 150.85 Min: 22.85 / Avg: 133.71 / Max: 158.28 Min: 14.95 / Avg: 139.79 / Max: 178.28 Min: 9.85 / Avg: 134.55 / Max: 166.11 Min: 5.73 / Avg: 192.38 / Max: 237.67 Min: 17.26 / Avg: 106.42 / Max: 123.72 Min: 20.01 / Avg: 139.22 / Max: 161.69 Min: 16.65 / Avg: 150.08 / Max: 174.37 Min: 21.81 / Avg: 179.55 / Max: 212.1 Min: 23.81 / Avg: 238.22 / Max: 270.71 Min: 33.36 / Avg: 276.7 / Max: 314.68 Min: 26.37 / Avg: 272.17 / Max: 309.75 Min: 9.19 / Avg: 204.2 / Max: 251.77
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 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0178 0.0356 0.0534 0.0712 0.089 0.054 0.056 0.055 0.052 0.057 0.053 0.075 0.076 0.079 0.070 0.066 0.065 0.068 0.053
IndigoBench GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better IndigoBench 4.4 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.35 / Avg: 135 / Max: 160.32 Min: 9.45 / Avg: 131.29 / Max: 159.19 Min: 23.53 / Avg: 139.08 / Max: 164.04 Min: 17.59 / Avg: 147.8 / Max: 182.3 Min: 9.99 / Avg: 139.47 / Max: 170.13 Min: 7.67 / Avg: 206.35 / Max: 245.28 Min: 17.24 / Avg: 113.37 / Max: 126.88 Min: 21.59 / Avg: 151.37 / Max: 170.27 Min: 16.98 / Avg: 164.1 / Max: 186.35 Min: 24.42 / Avg: 196.75 / Max: 223.99 Min: 28.42 / Avg: 266.67 / Max: 299.14 Min: 37.4 / Avg: 308.74 / Max: 344.6 Min: 31.43 / Avg: 306.83 / Max: 340.89 Min: 13.76 / Avg: 219.59 / Max: 260.99
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.3 / Avg: 131.07 / Max: 152.21 Min: 8.78 / Avg: 125.91 / Max: 147.21 Min: 23.58 / Avg: 145.33 / Max: 164.48 Min: 17.78 / Avg: 157.42 / Max: 178.49 Min: 10.16 / Avg: 142.89 / Max: 162.07 Min: 8.44 / Avg: 206.09 / Max: 242.77 Min: 16.96 / Avg: 121.03 / Max: 140.67 Min: 21.47 / Avg: 157.89 / Max: 190.92 Min: 17.21 / Avg: 168.37 / Max: 208.06 Min: 24.91 / Avg: 207.86 / Max: 257.53 Min: 18.27 / Avg: 256.87 / Max: 319.24 Min: 37.92 / Avg: 279.31 / Max: 349.61 Min: 23.73 / Avg: 273.12 / Max: 349.15 Min: 15.06 / Avg: 210.88 / Max: 251.49
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.43 / Avg: 120.35 / Max: 143.73 Min: 9.49 / Avg: 113.1 / Max: 133.12 Min: 24.37 / Avg: 128.12 / Max: 150.98 Min: 15.7 / Avg: 128.72 / Max: 160.4 Min: 10.19 / Avg: 124.21 / Max: 146.75 Min: 7.85 / Avg: 176.01 / Max: 222.82 Min: 17.09 / Avg: 98.33 / Max: 117.25 Min: 21.56 / Avg: 124.46 / Max: 158.07 Min: 17.21 / Avg: 130.86 / Max: 170.36 Min: 23.56 / Avg: 159.39 / Max: 223.89 Min: 25.79 / Avg: 216.67 / Max: 297.94 Min: 37.48 / Avg: 239.16 / Max: 334.57 Min: 26.45 / Avg: 241.84 / Max: 347.69 Min: 14.63 / Avg: 181.85 / Max: 226.03
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.26 / Avg: 123.98 / Max: 129.78 Min: 9.33 / Avg: 115.78 / Max: 121.1 Min: 24.55 / Avg: 151.84 / Max: 160.94 Min: 17.59 / Avg: 165.36 / Max: 174.21 Min: 10.06 / Avg: 157.38 / Max: 168.43 Min: 7.75 / Avg: 209.81 / Max: 224.82 Min: 16.86 / Avg: 132.6 / Max: 141.31 Min: 21.35 / Avg: 184.95 / Max: 197.87 Min: 17.28 / Avg: 200.86 / Max: 218.8 Min: 24.89 / Avg: 249.09 / Max: 272.37 Min: 25.45 / Avg: 297.31 / Max: 319.29 Min: 27.85 / Avg: 323.56 / Max: 349.68 Min: 26.86 / Avg: 321.23 / Max: 349.09 Min: 14.19 / Avg: 213.21 / Max: 226.82
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.32 / Avg: 126.03 / Max: 132.64 Min: 9.01 / Avg: 117.03 / Max: 123.34 Min: 24.57 / Avg: 150.75 / Max: 161.88 Min: 16.99 / Avg: 160.86 / Max: 172.59 Min: 10.36 / Avg: 154.11 / Max: 166.8 Min: 8.56 / Avg: 209.36 / Max: 227.21 Min: 17.41 / Avg: 119.16 / Max: 128.49 Min: 22.06 / Avg: 165.1 / Max: 183.3 Min: 17.34 / Avg: 179.62 / Max: 201.42 Min: 25.65 / Avg: 225.61 / Max: 255.39 Min: 19.08 / Avg: 282.07 / Max: 318.86 Min: 26.98 / Avg: 307.46 / Max: 348.97 Min: 26.49 / Avg: 306.86 / Max: 348.89 Min: 15.06 / Avg: 212.4 / Max: 229.15
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.45 / Avg: 140.32 / Max: 178.96 Min: 9.23 / Avg: 137.65 / Max: 178.91 Min: 24.62 / Avg: 159.89 / Max: 197.49 Min: 17.6 / Avg: 168.43 / Max: 205.3 Min: 10.52 / Avg: 160.52 / Max: 195.74 Min: 8.31 / Avg: 217.14 / Max: 262.1 Min: 16.83 / Avg: 129.69 / Max: 159 Min: 21.86 / Avg: 168.89 / Max: 198.22 Min: 16.9 / Avg: 180.28 / Max: 219.08 Min: 25.49 / Avg: 226.37 / Max: 284.57 Min: 17.59 / Avg: 264.25 / Max: 319.99 Min: 28.9 / Avg: 287.09 / Max: 349.6 Min: 26.94 / Avg: 284.46 / Max: 348.56 Min: 15.26 / Avg: 231.72 / Max: 282.19
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.34 / Avg: 129.04 / Max: 158.68 Min: 10 / Avg: 125.67 / Max: 155.6 Min: 24.72 / Avg: 140.97 / Max: 162.16 Min: 15.34 / Avg: 148.27 / Max: 176.33 Min: 10.41 / Avg: 144.65 / Max: 169.7 Min: 8.16 / Avg: 202.73 / Max: 243.84 Min: 17.14 / Avg: 103.57 / Max: 119.03 Min: 21.91 / Avg: 136.65 / Max: 159.99 Min: 17.07 / Avg: 147.73 / Max: 173.35 Min: 23.57 / Avg: 177.5 / Max: 228.71 Min: 20.45 / Avg: 236.88 / Max: 305.42 Min: 29.36 / Avg: 270.38 / Max: 347.64 Min: 20.62 / Avg: 268.35 / Max: 346.86 Min: 15 / Avg: 212.46 / Max: 258.65
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.34 / Avg: 129.67 / Max: 160.48 Min: 9.68 / Avg: 125.85 / Max: 157.74 Min: 24.44 / Avg: 157.27 / Max: 169.59 Min: 17.35 / Avg: 168.7 / Max: 179.57 Min: 10.11 / Avg: 161.22 / Max: 172.26 Min: 8.84 / Avg: 225.45 / Max: 257.46 Min: 17.16 / Avg: 130.81 / Max: 136.85 Min: 21.73 / Avg: 181.6 / Max: 192.03 Min: 17.09 / Avg: 199.52 / Max: 212.11 Min: 25.19 / Avg: 240.72 / Max: 255.61 Min: 16.96 / Avg: 300.63 / Max: 316.92 Min: 33.26 / Avg: 333.56 / Max: 349.86 Min: 25.03 / Avg: 331.88 / Max: 348.73 Min: 14.5 / Avg: 231.41 / Max: 270.34
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.39 / Avg: 124.32 / Max: 143.65 Min: 9.2 / Avg: 119.7 / Max: 137.34 Min: 25.11 / Avg: 145.37 / Max: 154.47 Min: 17.18 / Avg: 153.14 / Max: 162.13 Min: 10.2 / Avg: 140.78 / Max: 148.97 Min: 8.98 / Avg: 207.51 / Max: 231.58 Min: 17.06 / Avg: 113.57 / Max: 122.88 Min: 21.8 / Avg: 153.85 / Max: 166.56 Min: 17.23 / Avg: 164.56 / Max: 178.72 Min: 25.5 / Avg: 213.47 / Max: 237.33 Min: 25.13 / Avg: 271.11 / Max: 312.14 Min: 30.24 / Avg: 305.06 / Max: 341.15 Min: 33.72 / Avg: 311.84 / Max: 348.97 Min: 14.71 / Avg: 212.26 / Max: 236.13
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.39 / Avg: 108.28 / Max: 115.49 Min: 8.78 / Avg: 103.9 / Max: 109.61 Min: 24.44 / Avg: 134.19 / Max: 145.4 Min: 16.91 / Avg: 145.54 / Max: 154.79 Min: 10.23 / Avg: 133.98 / Max: 144.76 Min: 9.19 / Avg: 179.2 / Max: 194.41 Min: 17.1 / Avg: 104.47 / Max: 111.33 Min: 21.62 / Avg: 150.06 / Max: 161.36 Min: 16.8 / Avg: 164.67 / Max: 178.62 Min: 24.8 / Avg: 198.1 / Max: 214.52 Min: 21.12 / Avg: 244.54 / Max: 269.54 Min: 37.44 / Avg: 293.85 / Max: 324.79 Min: 27.64 / Avg: 292.98 / Max: 325.06 Min: 14.03 / Avg: 191.75 / Max: 206.02
Blender GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Blender 2.92 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.3 / Avg: 107.39 / Max: 112.83 Min: 8.6 / Avg: 103.18 / Max: 108.29 Min: 24.6 / Avg: 132.13 / Max: 141.09 Min: 16.31 / Avg: 145.11 / Max: 152.06 Min: 10.09 / Avg: 134.05 / Max: 141.11 Min: 8.26 / Avg: 180.06 / Max: 189.24 Min: 16.91 / Avg: 103.34 / Max: 108.8 Min: 21.52 / Avg: 148.27 / Max: 156.85 Min: 17.08 / Avg: 163.31 / Max: 173.64 Min: 24.62 / Avg: 197.89 / Max: 211.93 Min: 28.56 / Avg: 243.51 / Max: 259.1 Min: 28.55 / Avg: 290.17 / Max: 310.01 Min: 20.69 / Avg: 290.77 / Max: 311.99 Min: 13.06 / Avg: 192.45 / Max: 201.47
Chaos Group V-RAY Mode: NVIDIA CUDA GPU OpenBenchmarking.org vpaths Per Watt, More Is Better Chaos Group V-RAY 5 Mode: NVIDIA CUDA GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3 6 9 12 15 5.066 5.132 6.245 6.097 6.576 5.814 8.570 9.150 9.532 7.965 7.386 7.419 7.611 5.573
Chaos Group V-RAY GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Chaos Group V-RAY 5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.37 / Avg: 104.63 / Max: 141.46 Min: 8.79 / Avg: 101.13 / Max: 139.35 Min: 23.92 / Avg: 126.99 / Max: 163.91 Min: 16.37 / Avg: 127.94 / Max: 170.08 Min: 10.21 / Avg: 121.5 / Max: 158.56 Min: 8.7 / Avg: 170.27 / Max: 226.79 Min: 17.03 / Avg: 99.42 / Max: 122.95 Min: 21.38 / Avg: 137.27 / Max: 170.88 Min: 16.73 / Avg: 148.65 / Max: 187.54 Min: 24.82 / Avg: 186.57 / Max: 238.65 Min: 17.4 / Avg: 241.67 / Max: 307.18 Min: 29.77 / Avg: 276.19 / Max: 342.2 Min: 22.88 / Avg: 275.78 / Max: 345.85 Min: 12.82 / Avg: 180.51 / Max: 237.2
Chaos Group V-RAY Mode: NVIDIA RTX GPU OpenBenchmarking.org vrays Per Watt, More Is Better Chaos Group V-RAY 5 Mode: NVIDIA RTX GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4 8 12 16 20 7.727 7.947 8.493 9.002 8.834 8.144 12.497 13.136 13.682 12.420 10.538 10.393 10.428 8.018
Chaos Group V-RAY GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Chaos Group V-RAY 5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.3 / Avg: 103.92 / Max: 134.35 Min: 8.77 / Avg: 98.78 / Max: 128.98 Min: 23.36 / Avg: 118.68 / Max: 146.56 Min: 15.12 / Avg: 106.53 / Max: 147.88 Min: 9.92 / Avg: 111.04 / Max: 137.53 Min: 8.19 / Avg: 162.56 / Max: 207.78 Min: 17.01 / Avg: 93.46 / Max: 115.93 Min: 21.38 / Avg: 126.22 / Max: 157.61 Min: 16.82 / Avg: 133.6 / Max: 167.66 Min: 23.53 / Avg: 159.58 / Max: 222.4 Min: 18.6 / Avg: 225.19 / Max: 282.91 Min: 30.65 / Avg: 267.68 / Max: 332.62 Min: 20.13 / Avg: 273.98 / Max: 348.06 Min: 13.09 / Avg: 172.87 / Max: 217.23
VkResample GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better VkResample 1.0 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.11 / Avg: 42.5 / Max: 175.74 Min: 8.66 / Avg: 40.58 / Max: 167.46 Min: 24.05 / Avg: 49.85 / Max: 188.2 Min: 15.06 / Avg: 47.96 / Max: 188.32 Min: 9.67 / Avg: 41.06 / Max: 190.48 Min: 7.55 / Avg: 48.84 / Max: 261.79 Min: 17.16 / Avg: 41.38 / Max: 137.83 Min: 20.97 / Avg: 45.83 / Max: 181.4 Min: 16.73 / Avg: 45.37 / Max: 188.51 Min: 24.18 / Avg: 63.12 / Max: 259.14 Min: 17.84 / Avg: 69.97 / Max: 240.67 Min: 25.07 / Avg: 78.5 / Max: 298.79 Min: 19.24 / Avg: 79.24 / Max: 310.69 Min: 11.1 / Avg: 53.8 / Max: 279.96
RealSR-NCNN GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.27 / Avg: 163 / Max: 182.05 Min: 8.63 / Avg: 163.5 / Max: 179.97 Min: 24.41 / Avg: 196.57 / Max: 219.32 Min: 14.66 / Avg: 197.25 / Max: 220.04 Min: 9.54 / Avg: 224.56 / Max: 256.88 Min: 6.77 / Avg: 228.66 / Max: 267.14 Min: 16.96 / Avg: 152.33 / Max: 165.57 Min: 20.71 / Avg: 177.45 / Max: 197.59 Min: 16.55 / Avg: 195.63 / Max: 219.97 Min: 23.56 / Avg: 256.67 / Max: 289.82 Min: 16.1 / Avg: 274.04 / Max: 319.8 Min: 33.85 / Avg: 290.52 / Max: 342.72 Min: 29.39 / Avg: 293.48 / Max: 347.89 Min: 10.91 / Avg: 246.41 / Max: 289.79
RealSR-NCNN GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.39 / Avg: 117.69 / Max: 178.33 Min: 10.5 / Avg: 115.36 / Max: 179.65 Min: 25.1 / Avg: 137.45 / Max: 219.17 Min: 18.49 / Avg: 132.5 / Max: 220.3 Min: 10.59 / Avg: 143.63 / Max: 254.77 Min: 8.81 / Avg: 138.2 / Max: 268.1 Min: 17.89 / Avg: 103.5 / Max: 163.54 Min: 21.77 / Avg: 115 / Max: 197.48 Min: 17 / Avg: 120.11 / Max: 219.85 Min: 25.57 / Avg: 156.99 / Max: 288.58 Min: 24.98 / Avg: 164.12 / Max: 319.36 Min: 33.92 / Avg: 174.67 / Max: 343.87 Min: 25.56 / Avg: 174.01 / Max: 347.98 Min: 14.57 / Avg: 151.82 / Max: 287.45
Waifu2x-NCNN Vulkan GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.55 / Avg: 92.97 / Max: 166.67 Min: 9.67 / Avg: 89.87 / Max: 164.95 Min: 24.49 / Avg: 99.34 / Max: 189.08 Min: 16.36 / Avg: 107.09 / Max: 193.71 Min: 10.37 / Avg: 101.02 / Max: 204.13 Min: 8.13 / Avg: 121.53 / Max: 254.03 Min: 16.98 / Avg: 72.98 / Max: 126.61 Min: 21.37 / Avg: 88.27 / Max: 165.59 Min: 16.68 / Avg: 88.71 / Max: 173.32 Min: 24.7 / Avg: 119.2 / Max: 219.58 Min: 27.17 / Avg: 132.17 / Max: 254.1 Min: 25.28 / Avg: 149.87 / Max: 278.37 Min: 24.19 / Avg: 147.96 / Max: 280.17 Min: 12.78 / Avg: 127.75 / Max: 273.03
Betsy GPU Compressor GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Betsy GPU Compressor 1.1 Beta GPU Power Consumption Monitor RTX 2060 SUPER RTX 2080 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 60 120 180 240 300 Min: 10.46 / Avg: 93.97 / Max: 179.63 Min: 16.21 / Avg: 112.85 / Max: 220.06 Min: 21.42 / Avg: 116.41 / Max: 240.67 Min: 18.24 / Avg: 134.22 / Max: 318.88 Min: 34.5 / Avg: 147.1 / Max: 349.26 Min: 15.49 / Avg: 134.01 / Max: 343.7
Betsy GPU Compressor GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Betsy GPU Compressor 1.1 Beta GPU Power Consumption Monitor RTX 2060 SUPER RTX 2080 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 60 120 180 240 300 Min: 10.32 / Avg: 102.91 / Max: 178.61 Min: 16.84 / Avg: 119.47 / Max: 218.79 Min: 22.36 / Avg: 131.75 / Max: 246.51 Min: 24.07 / Avg: 154.6 / Max: 318.81 Min: 31.87 / Avg: 170.24 / Max: 349.38 Min: 16.9 / Avg: 159.44 / Max: 346.39
RedShift Demo GPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RedShift Demo 3.0 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.31 / Avg: 139.21 / Max: 151.91 Min: 9.82 / Avg: 135.21 / Max: 146.97 Min: 24.3 / Avg: 144.26 / Max: 158.74 Min: 17.09 / Avg: 158.84 / Max: 173.62 Min: 10 / Avg: 147.76 / Max: 162.3 Min: 8.38 / Avg: 217.18 / Max: 239.98 Min: 17.35 / Avg: 118.42 / Max: 124.88 Min: 21.08 / Avg: 154 / Max: 165.39 Min: 16.48 / Avg: 162.56 / Max: 174.82 Min: 22.72 / Avg: 211.52 / Max: 232.23 Min: 16.9 / Avg: 274.12 / Max: 301.76 Min: 32.17 / Avg: 310.27 / Max: 336.9 Min: 17.4 / Avg: 311.99 / Max: 338.69 Min: 11.19 / Avg: 225.44 / Max: 251.14
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 2080 SUPER RTX 3080 RTX 3080 Ti TITAN RTX 0.6604 1.3208 1.9812 2.6416 3.302 2.923 2.597 2.462 2.935
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 2060 SUPER RTX 2070 SUPER RTX 2080 RTX 3060 Ti 0.5886 1.1772 1.7658 2.3544 2.943 2.191 2.351 2.610 2.616
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS Per Watt, More Is Better vkpeak 20210424 fp64-vec4 RTX 2070 RTX 2080 SUPER 0.5936 1.1872 1.7808 2.3744 2.968 2.203 2.638
ViennaCL Test: OpenCL BLAS - dDOT OpenBenchmarking.org GB/s Per Watt, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT RTX 2080 Ti 0.6899 1.3798 2.0697 2.7596 3.4495 3.066
Phoronix Test Suite v10.8.4