RTX 3070 Compute, "RealSR-NCNN 20200818 - Scale: 4x - TAA: No", Lower Results Are Better "1",8.606,8.368,8.339 "2",8.612,8.313,8.357 "3",8.628,8.318,8.366 "RealSR-NCNN 20200818 - Scale: 4x - TAA: Yes", Lower Results Are Better "1",49.872,50.139,50.164 "2",49.849,50.034,50.099 "3",50.034,50.212,50.297 "Waifu2x-NCNN Vulkan 20200818 - Scale: 2x - Denoise: 3 - TAA: Yes", Lower Results Are Better "1",4.303,4.295,4.294 "2",4.306,4.309,4.295 "3",4.32,4.321,4.323 "VkFFT 1.1.1 - ", Higher Results Are Better "1",32395,32046,31572 "2",31796,32015,33158 "Hashcat 6.1.1 - Benchmark: MD5", Higher Results Are Better "1",38877100000,38728400000,38731000000 "2",38917300000,38828000000,38771800000 "Hashcat 6.1.1 - Benchmark: SHA1", Higher Results Are Better "1",13163400000,13093600000,13103400000 "2",13151000000,13133600000,13148200000 "Hashcat 6.1.1 - Benchmark: 7-Zip", Higher Results Are Better "1",687300,684100,688800 "2",688600,684900,686600 "Hashcat 6.1.1 - Benchmark: SHA-512", Higher Results Are Better "1",1666100000,1664700000,1663600000 "2",1671100000,1669500000,1668100000 "Hashcat 6.1.1 - Benchmark: TrueCrypt RIPEMD160 + XTS", Higher Results Are Better "1",499900,504100,499100 "2",500600,504700,503200 "Mixbench 2020-06-23 - Backend: OpenCL - Benchmark: Integer", Higher Results Are Better "1",11435.36,11438.28,11427.59 "2",11443.15,11284.47,11283.29 "Mixbench 2020-06-23 - Backend: OpenCL - Benchmark: Double Precision", Higher Results Are Better "1",292.81,293.72,298.79 "2",301.13,299.19,298.63 "Mixbench 2020-06-23 - Backend: OpenCL - Benchmark: Single Precision", Higher Results Are Better "1",22089.34,22063.97,22092.06 "2",22089.34,22060.35,21747.3 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: S3D", Higher Results Are Better "1",218.107,218.978,218.234 "2",219.067,218.096,218.653 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Triad", Higher Results Are Better "1",24.6693,24.6538,24.6933 "2",24.6755,24.6832,24.6554 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: FFT SP", Higher Results Are Better "1",1134.88,1133.81,1136.27 "2",1135.34,1134.17,1131.96 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: MD5 Hash", Higher Results Are Better "1",25.5083,25.4527,25.4526 "2",25.5772,25.4522,25.4527 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Reduction", Higher Results Are Better "1",326.793,325.144,325.077 "2",325.606,326.674,325.122 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: GEMM SGEMM_N", Higher Results Are Better "1",3825.76,3792.07,3801.87 "2",3814.15,3753.89,3739.88 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Max SP Flops", Higher Results Are Better "1",23180,23085.8,23087.7 "2",23267.2,23173.9,23095.8 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Bus Speed Download", Higher Results Are Better "1",26.2564,26.2538,26.3339 "2",26.2538,26.335,26.3404 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Bus Speed Readback", Higher Results Are Better "1",26.4009,26.4014,26.3828 "2",26.3697,26.4014,26.4017 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Texture Read Bandwidth", Higher Results Are Better "1",2115.55,2111.1,2135.03 "2",2120.76,2136.54,2136.54 "GROMACS 2020.3 - Water Benchmark", Higher Results Are Better "1",8.15,8.092,8.171 "2",8.099,8.099,8.05 "cl-mem 2017-01-13 - Benchmark: Copy", Higher Results Are Better "1",297.9,297.6,297.3 "2",297.1,296.5,297.1 "cl-mem 2017-01-13 - Benchmark: Read", Higher Results Are Better "1",393.7,393.7,393.5 "2",393.7,392.5,393.4 "cl-mem 2017-01-13 - Benchmark: Write", Higher Results Are Better "1",380.2,380.3,380.1 "2",380,379.6,380 "NAMD CUDA 2.14 - ATPase Simulation - 327,506 Atoms", Lower Results Are Better "1",0.13195,0.132402,0.133823 "2",0.132995,0.131886,0.13676 "Betsy GPU Compressor 1.1 Beta - Codec: ETC1 - Quality: Highest", Lower Results Are Better "1",4.328,4.299,4.299 "2",4.303,4.266,4.332 "Betsy GPU Compressor 1.1 Beta - Codec: ETC2 RGB - Quality: Highest", Lower Results Are Better "1",6.085,5.999,6.033 "2",6.021,6.066,6.065 "VkResample 1.0 - Upscale: 2x - Precision: Double", Lower Results Are Better "1",220.546,220.32,220.491 "2",220.9,221.116,221.095 "VkResample 1.0 - Upscale: 2x - Precision: Single", Lower Results Are Better "1",17.475,17.502,17.491 "2",17.514,17.546,17.536 "OctaneBench 2020.1 - Total Score", Higher Results Are Better "1", "2", "RedShift Demo 3.0 - ", Lower Results Are Better "1",230,228,227 "2",230,227,227 "LuxCoreRender OpenCL 2.3 - Scene: DLSC", Higher Results Are Better "1",7.98,7.97,7.97 "2",7.95,7.94,7.94 "LuxCoreRender OpenCL 2.3 - Scene: Food", Higher Results Are Better "1",3.35,3.44,3.37 "2",3.39,3.35,3.43 "LuxCoreRender OpenCL 2.3 - Scene: LuxCore Benchmark", Higher Results Are Better "1",6.51,6.51,6.51 "2",6.49,6.48,6.52 "LuxCoreRender OpenCL 2.3 - Scene: Rainbow Colors and Prism", Higher Results Are Better "1",19.24,19.2,19.09 "2",19.23,19.17,19.16 "FAHBench 2.3.2 - ", Higher Results Are Better "1",267.1369,267.1228,267.0107 "2",265.5962,266.0765,265.8244 "LeelaChessZero 0.26 - Backend: OpenCL", Higher Results Are Better "1",28967,28766,29009 "2",28765,29560,29025 "Rodinia 3.1 - Test: OpenCL Particle Filter", Lower Results Are Better "1",5.971,5.973,5.931 "2",6.061,5.998,5.988 "ArrayFire 3.7 - Test: Conjugate Gradient OpenCL", Lower Results Are Better "1",2.087,2.086,2.086 "2",2.094,2.094,2.095 "FinanceBench 2016-07-25 - Benchmark: Black-Scholes OpenCL", Lower Results Are Better "1",10.497,10.458,10.495 "2",10.456,10.574,10.457 "ViennaCL 1.7.1 - Test: CPU BLAS - sCOPY", Higher Results Are Better "1",60.5,62.2,63.4 "2",64.6,62.7,63 "ViennaCL 1.7.1 - Test: CPU BLAS - sAXPY", Higher Results Are Better "1",92.4,94.2,95.4 "2",96.4,93.4,88.6 "ViennaCL 1.7.1 - Test: CPU BLAS - sDOT", Higher Results Are Better "1",139,141,143 "2",144,132,140 "ViennaCL 1.7.1 - Test: CPU BLAS - dCOPY", Higher Results Are Better "1",23.1,23.1,23.4 "2",23.5,23.1,21.1 "ViennaCL 1.7.1 - Test: CPU BLAS - dAXPY", Higher Results Are Better "1",34.7,34.8,34.1 "2",34.4,32.2,33.7 "ViennaCL 1.7.1 - Test: CPU BLAS - dDOT", Higher Results Are Better "1",44.5,44.9,43.5 "2",42.3,44.4,43.8 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMV-N", Higher Results Are Better "1",77.4,75.9,76.3 "2",76.1,77.1,77.8 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMV-T", Higher Results Are Better "1",78.4,82.7,82.7 "2",82.5,82.5,80.8 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-NN", Higher Results Are Better "1",54.9,54.6,54.6 "2",54.6,54.4,51.5 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-NT", Higher Results Are Better "1",53.7,53.2,53.3 "2",53.4,53.4,51.3 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-TN", Higher Results Are Better "1",57.2,56.9,56.8 "2",57.1,57,53.4 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-TT", Higher Results Are Better "1",55.1,55.2,55.6 "2",55.6,55.4,52.6 "ViennaCL 1.7.1 - Test: OpenCL BLAS - sCOPY", Higher Results Are Better "1", "2",294,292,293 "ViennaCL 1.7.1 - Test: OpenCL BLAS - sAXPY", Higher Results Are Better "1", "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - sDOT", Higher Results Are Better "1", "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dCOPY", Higher Results Are Better "1", "2",363,364,364 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dAXPY", Higher Results Are Better "1", "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dDOT", Higher Results Are Better "1", "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMV-N", Higher Results Are Better "1", "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMV-T", Higher Results Are Better "1", "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-NN", Higher Results Are Better "1",343,343,340 "2",337,337,339 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-NT", Higher Results Are Better "1",344,341 "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-TN", Higher Results Are Better "1", "2", "NCNN 20201218 - Target: Vulkan GPU - Model: mobilenet", Lower Results Are Better "1",12.93,12.68,12.93 "2",13.54,13.58,13.57 "NCNN 20201218 - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "1",4.35,4.47,4.34 "2",4.38,4.26,4.41 "NCNN 20201218 - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "1",4.15,4.17,4.35 "2",4.51,4,4.2 "NCNN 20201218 - Target: Vulkan GPU - Model: shufflenet-v2", Lower Results Are Better "1",4.78,4.79,4.97 "2",4.91,4.89,4.96 "NCNN 20201218 - Target: Vulkan GPU - Model: mnasnet", Lower Results Are Better "1",3.84,4.22,4.09 "2",4.1,4.11,4.09 "NCNN 20201218 - Target: Vulkan GPU - Model: efficientnet-b0", Lower Results Are Better "1",5.4,5.58,5.75 "2",5.84,5.41,5.6 "NCNN 20201218 - Target: Vulkan GPU - Model: blazeface", Lower Results Are Better "1",1.83,1.85,1.83 "2",2.02,1.81,1.86 "NCNN 20201218 - Target: Vulkan GPU - Model: googlenet", Lower Results Are Better "1",13.12,13.3,13.4 "2",13.5,13.37,12.63 "NCNN 20201218 - Target: Vulkan GPU - Model: vgg16", Lower Results Are Better "1",55.71,55.4,56.02 "2",56.05,55.67,55.94 "NCNN 20201218 - Target: Vulkan GPU - Model: resnet18", Lower Results Are Better "1",13.96,13.97,13.93 "2",14.12,13.89,14.08 "NCNN 20201218 - Target: Vulkan GPU - Model: alexnet", Lower Results Are Better "1",11.14,11.03,11.08 "2",11.09,11.29,11.28 "NCNN 20201218 - Target: Vulkan GPU - Model: resnet50", Lower Results Are Better "1",23.94,24.39,25.09 "2",24.08,24.81,25.36 "NCNN 20201218 - Target: Vulkan GPU - Model: yolov4-tiny", Lower Results Are Better "1",22.19,22.22,22.2 "2",26.12,22.57,22.5 "NCNN 20201218 - Target: Vulkan GPU - Model: squeezenet_ssd", Lower Results Are Better "1",14.4,14.29,14.79 "2",15.25,15.66,15.44 "NCNN 20201218 - Target: Vulkan GPU - Model: regnety_400m", Lower Results Are Better "1",17,16.99,16.25 "2",17.39,16.28,16.93 "IndigoBench 4.4 - Acceleration: OpenCL GPU - Scene: Bedroom", Higher Results Are Better "1",12.948,12.914,12.888 "2",12.912,12.879,12.855 "IndigoBench 4.4 - Acceleration: OpenCL GPU - Scene: Supercar", Higher Results Are Better "1",37.265,37.298,37.209 "2",37.134,37.149,37.207 "Blender 2.92 - Blend File: BMW27 - Compute: CUDA", Lower Results Are Better "1",29.01,29.08,29.11 "2",29.03,29.04,29.02 "Blender 2.92 - Blend File: Classroom - Compute: CUDA", Lower Results Are Better "1",76.08,76.11,76.11 "2",76.46,76.5,76.51 "Blender 2.92 - Blend File: Fishy Cat - Compute: CUDA", Lower Results Are Better "1",54.18,54.19,54.23 "2",54.39,54.41,54.51 "Blender 2.92 - Blend File: Barbershop - Compute: CUDA", Lower Results Are Better "1",509.98,509.5,508.51 "2",508.69,508.57,507.89 "Blender 2.92 - Blend File: BMW27 - Compute: NVIDIA OptiX", Lower Results Are Better "1",16.19,16.06,16.08 "2",16.25,16.13,16.12 "Blender 2.92 - Blend File: Classroom - Compute: NVIDIA OptiX", Lower Results Are Better "1",48.14,48.19,48.18 "2",48.28,48.29,48.2 "Blender 2.92 - Blend File: Fishy Cat - Compute: NVIDIA OptiX", Lower Results Are Better "1",35.72,35.68,35.69 "2",35.88,35.79,35.84 "Blender 2.92 - Blend File: Barbershop - Compute: NVIDIA OptiX", Lower Results Are Better "1",462.19,464.49,468.73 "2",465.48,461.51,465.04 "Blender 2.92 - Blend File: Pabellon Barcelona - Compute: CUDA", Lower Results Are Better "1",190.3,190.27,190.31 "2",190.97,191,190.96 "Blender 2.92 - Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX", Lower Results Are Better "1",76.84,76.68,76.78 "2",77.18,77.08,77.21 "MandelGPU 1.3pts1 - OpenCL Device: GPU", Higher Results Are Better "1",318652422.3,320937148,320322406.5 "2",317903217.9,321780720.7,319381825.3 "clpeak - OpenCL Test: Integer Compute INT", Higher Results Are Better "1",10619.94,10115.08,9998.32,10284.52,10303.54 "2",10375.73,10111.31,10120.14 "clpeak - OpenCL Test: Single-Precision Float", Higher Results Are Better "1",20097.92,20104,20097.33 "2",20100.07,20101.64,19773.49 "clpeak - OpenCL Test: Double-Precision Double", Higher Results Are Better "1",360.94,360.94,360.82 "2",364.99,364.95,365.04 "clpeak - OpenCL Test: Global Memory Bandwidth", Higher Results Are Better "1",389.54,389.59,389.59 "2",389.58,389.68,389.58 "Chaos Group V-RAY 5 - Mode: NVIDIA RTX GPU", Higher Results Are Better "1",1717,1711,1711 "2", "Chaos Group V-RAY 5 - Mode: NVIDIA CUDA GPU", Higher Results Are Better "1",1343,1340,1344 "2",1338,1338,1336