ngc rtx 3090, "RealSR-NCNN 20200818 - Scale: 4x - TAA: No", Lower Results Are Better "1",6.024,5.787,5.787 "2",6.078,5.802,5.778,5.811 "3",6.003,5.769,5.763 "RealSR-NCNN 20200818 - Scale: 4x - TAA: Yes", Lower Results Are Better "1",29.55,29.63,29.688 "2",29.575,29.518,29.7 "3",29.53,29.541,29.652 "Waifu2x-NCNN Vulkan 20200818 - Scale: 2x - Denoise: 3 - TAA: Yes", Lower Results Are Better "1",3.426,3.451,3.441 "2",3.419,3.463,3.449 "3",3.424,3.442,3.453 "VkFFT 1.1.1 - ", Higher Results Are Better "1",44017,41891,44579,43917,44026 "2",43723,43284,42574 "3",44109,44270,45872 "Hashcat 6.1.1 - Benchmark: MD5", Higher Results Are Better "1",66558400000,66319100000,66362200000 "2",66582900000,66353800000,66361900000 "3",66714600000,66524100000,66612400000 "Hashcat 6.1.1 - Benchmark: SHA1", Higher Results Are Better "1",22623100000,22555800000,22570800000 "2",22622000000,22559800000,22575300000 "3",22697500000,22629500000,22670600000 "Hashcat 6.1.1 - Benchmark: 7-Zip", Higher Results Are Better "1",1149500,1147400,1151100 "2",1150300,1138300,1145400 "3",1141400,1148100,1151900 "Hashcat 6.1.1 - Benchmark: SHA-512", Higher Results Are Better "1",2859600000,2849600000,2849900000 "2",2855800000,2847600000,2850400000 "3",2863000000,2854000000,2855100000 "Hashcat 6.1.1 - Benchmark: TrueCrypt RIPEMD160 + XTS", Higher Results Are Better "1",849300,845900,845700 "2",845900,845700,846000 "3",850900,848000,848600 "Mixbench 2020-06-23 - Backend: OpenCL - Benchmark: Integer", Higher Results Are Better "1",20701.95,20676.49,20678.87 "2",19299.64,20676.49,20575.26,20676.49,20676.49,20653.46,17455.85,17455.85,17455.85,20040.96,20575.26,20656.64 "3",20701.95,20676.49,20655.05 "Mixbench 2020-06-23 - Backend: OpenCL - Benchmark: Double Precision", Higher Results Are Better "1",530.55,488.96,467.53,467.53,467.53,548.25,546.15,483.81,477.66,467.53,467.53,467.53,467.54,548.25,548 "2",467.53,467.53,467.54 "3",448.5,461.74,467.53 "Mixbench 2020-06-23 - Backend: OpenCL - Benchmark: Single Precision", Higher Results Are Better "1",34097.33,34034.77,34028.31 "2",34097.33,34043.38,34097.33 "3",39098.67,39092.99,34097.33,34028.31,34097.33,39112.88,34090.85,35765.92,39092.99,34097.33,34028.31,34028.31,34097.33,34097.33,39184.11 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: S3D", Higher Results Are Better "1",429.253,428.232,429.263 "2",431.45,429.947,430.14 "3",431.655,430.477,427.723 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Triad", Higher Results Are Better "1",25.4731,25.4859,25.4702 "2",25.4645,25.4472,25.4785 "3",25.4562,25.4859,25.4674 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: FFT SP", Higher Results Are Better "1",2348.26,2345.11,2348.26 "2",2340.34,2341.27,2344.64 "3",2348.84,2342.9,2341.04 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: MD5 Hash", Higher Results Are Better "1",44.308,44.3103,43.962 "2",43.9564,43.9629,43.9571 "3",43.9636,44.3518,43.739 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Reduction", Higher Results Are Better "1",390.92,391.116,390.836 "2",390.058,389.933,389.706 "3",391.235,391.43,391.16 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: GEMM SGEMM_N", Higher Results Are Better "1",8011.53,8421.26,8259.22,8119 "2",8119.35,8213.79,8519.7,8238.24 "3",8101.42,8317.95,8268.62 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Max SP Flops", Higher Results Are Better "1",40364.8,39763.6,39646.4 "2",40467.9,39663.4,39267.6 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Bus Speed Download", Higher Results Are Better "1",26.3364,26.2571,26.3369 "2",26.2525,26.3362,26.3431 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Bus Speed Readback", Higher Results Are Better "1",26.325,26.3657,26.3847 "2",26.4015,26.3955,26.365 "SHOC Scalable HeterOgeneous Computing 2020-04-17 - Target: OpenCL - Benchmark: Texture Read Bandwidth", Higher Results Are Better "1",2227.08,2224.78,2220.18 "2",2224.78,2223.86,2230.78 "GROMACS 2020.3 - Water Benchmark", Higher Results Are Better "1",9.684,9.523,9.723 "2",9.638,9.695,9.677 "cl-mem 2017-01-13 - Benchmark: Copy", Higher Results Are Better "1",363.3,363.9,363.3 "2",363.3,362.7,363 "cl-mem 2017-01-13 - Benchmark: Read", Higher Results Are Better "1",825.4,826.2,824.4 "2",827.1,825.8,824.8 "cl-mem 2017-01-13 - Benchmark: Write", Higher Results Are Better "1",741.3,742,742.6 "2",741.5,741.6,739.3 "NAMD CUDA 2.14 - ATPase Simulation - 327,506 Atoms", Lower Results Are Better "1",0.130022,0.127889,0.128601 "2",0.126707,0.126399,0.124866 "Betsy GPU Compressor 1.1 Beta - Codec: ETC1 - Quality: Highest", Lower Results Are Better "1",3.021,3.032,3.066 "2",3.047,3,2.998 "Betsy GPU Compressor 1.1 Beta - Codec: ETC2 RGB - Quality: Highest", Lower Results Are Better "1",4.097,3.999,4.065 "2",4.082,4.035,4.03 "VkResample 1.0 - Upscale: 2x - Precision: Double", Lower Results Are Better "1",122.753,122.852,122.78 "2",122.8,122.923,122.896 "VkResample 1.0 - Upscale: 2x - Precision: Single", Lower Results Are Better "1",9.292,9.284,9.27 "2",9.291,9.273,9.287 "OctaneBench 2020.1 - Total Score", Higher Results Are Better "1", "2", "RedShift Demo 3.0 - ", Lower Results Are Better "1",142,140,140 "2",142,140,140 "LuxCoreRender OpenCL 2.3 - Scene: DLSC", Higher Results Are Better "1",11.2,11.17,11.23 "2",11.19,11.18,11.15 "LuxCoreRender OpenCL 2.3 - Scene: Food", Higher Results Are Better "1",4.71,4.78,4.6 "2",4.61,4.75,4.68 "LuxCoreRender OpenCL 2.3 - Scene: LuxCore Benchmark", Higher Results Are Better "1",9.21,8.99,9.05 "2",9.2,9.18,9.01 "LuxCoreRender OpenCL 2.3 - Scene: Rainbow Colors and Prism", Higher Results Are Better "1",26.25,26.13,25.97 "2",26.28,26.25,26.34 "FAHBench 2.3.2 - ", Higher Results Are Better "1",343.6931,343.7612,343.4002 "2",344.4302,344.6057,345.126 "LeelaChessZero 0.26 - Backend: OpenCL", Higher Results Are Better "1",39301,38818,39326 "2",39203,39173,38612 "Rodinia 3.1 - Test: OpenCL Particle Filter", Lower Results Are Better "1",3.729,3.795,3.704 "2",3.713,3.753,3.721 "ArrayFire 3.7 - Test: Conjugate Gradient OpenCL", Lower Results Are Better "1",1.471,1.477,1.482 "2",1.486,1.494,1.494 "FinanceBench 2016-07-25 - Benchmark: Black-Scholes OpenCL", Lower Results Are Better "1",6.256,6.252,6.195 "2",6.263,6.27,6.262 "ViennaCL 1.7.1 - Test: CPU BLAS - sCOPY", Higher Results Are Better "1",61.7,63.4,62.7 "2",63.5,62.7,61.4 "ViennaCL 1.7.1 - Test: CPU BLAS - sAXPY", Higher Results Are Better "1",91.6,95.2,88 "2",94.3,94.2,86.1 "ViennaCL 1.7.1 - Test: CPU BLAS - sDOT", Higher Results Are Better "1",138,133,138 "2",142,132,141 "ViennaCL 1.7.1 - Test: CPU BLAS - dCOPY", Higher Results Are Better "1",23.1,22.8,22.5 "2",23.4,22.9,21.3 "ViennaCL 1.7.1 - Test: CPU BLAS - dAXPY", Higher Results Are Better "1",34.7,31.2,34.2 "2",34.2,31.5,34.2 "ViennaCL 1.7.1 - Test: CPU BLAS - dDOT", Higher Results Are Better "1",42.1,44.4,44.8 "2",40.6,44.4,44.7 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMV-N", Higher Results Are Better "1",77.4,77.7,78.3 "2",78.1,77.6,78.5 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMV-T", Higher Results Are Better "1",83,83.1,83.4 "2",83.6,82.2,83.6 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-NN", Higher Results Are Better "1",54.6,53.6,52.4 "2",54.5,51.9,53.3 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-NT", Higher Results Are Better "1",53.3,53.1,52.2 "2",52.6,52.8,53.2 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-TN", Higher Results Are Better "1",56.8,56.7,56.6 "2",56.8,56.3,56.5 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-TT", Higher Results Are Better "1",55.4,55.3,55.2 "2",55.4,55.1,54.9 "ViennaCL 1.7.1 - Test: OpenCL BLAS - sCOPY", Higher Results Are Better "1", "2",363,365,363 "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",374,377,375 "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dCOPY", Higher Results Are Better "1",608,608,606 "2",606,608,608 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dAXPY", Higher Results Are Better "1",723,722,721 "2",721,722,722 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dDOT", Higher Results Are Better "1", "2",650,651,651 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMV-N", Higher Results Are Better "1",238,238,236 "2",236,238,238 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMV-T", Higher Results Are Better "1", "2",375,377,377 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-NN", Higher Results Are Better "1",605,605,600 "2",600,603,604 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-NT", Higher Results Are Better "1",607,606,602 "2",601,606,606 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-TN", Higher Results Are Better "1",602,602,598 "2",597,602,601 "NCNN 20201218 - Target: Vulkan GPU - Model: mobilenet", Lower Results Are Better "1",12.99,12.84,12.52 "2",13,12.74,13.02 "NCNN 20201218 - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "1",4.5,4.37,4.4 "2",4.39,4.6,4.37 "NCNN 20201218 - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "1",4.2,4.1,4.04 "2",4.11,4.17,4.26 "NCNN 20201218 - Target: Vulkan GPU - Model: shufflenet-v2", Lower Results Are Better "1",4.76,4.92,4.65 "2",4.73,4.86,4.73 "NCNN 20201218 - Target: Vulkan GPU - Model: mnasnet", Lower Results Are Better "1",4.12,4.12,4.12 "2",3.87,4.3,3.96 "NCNN 20201218 - Target: Vulkan GPU - Model: efficientnet-b0", Lower Results Are Better "1",5.78,5.7,5.58 "2",5.47,5.57,5.66 "NCNN 20201218 - Target: Vulkan GPU - Model: blazeface", Lower Results Are Better "1",1.81,2.02,1.81 "2",1.88,1.79,1.83 "NCNN 20201218 - Target: Vulkan GPU - Model: googlenet", Lower Results Are Better "1",12.86,13.49,13.13 "2",13.26,12.99,13.08 "NCNN 20201218 - Target: Vulkan GPU - Model: vgg16", Lower Results Are Better "1",55.02,55.69,55.01 "2",56.17,55.72,56.42 "NCNN 20201218 - Target: Vulkan GPU - Model: resnet18", Lower Results Are Better "1",14.08,13.95,13.92 "2",13.34,13.84,13.77 "NCNN 20201218 - Target: Vulkan GPU - Model: alexnet", Lower Results Are Better "1",10.97,11.09,11.11 "2",11.16,11.03,11.04 "NCNN 20201218 - Target: Vulkan GPU - Model: resnet50", Lower Results Are Better "1",25.07,24.89,24.28 "2",24.68,24.63,24.5 "NCNN 20201218 - Target: Vulkan GPU - Model: yolov4-tiny", Lower Results Are Better "1",21.37,22.3,22.1 "2",22.12,21.84,22 "NCNN 20201218 - Target: Vulkan GPU - Model: squeezenet_ssd", Lower Results Are Better "1",15.06,15.15,14.57 "2",15.2,14.96,15.4 "NCNN 20201218 - Target: Vulkan GPU - Model: regnety_400m", Lower Results Are Better "1",16.61,17.32,16.33 "2",17.02,16.74,16.46 "IndigoBench 4.4 - Acceleration: OpenCL GPU - Scene: Bedroom", Higher Results Are Better "1",20.958,20.823,20.814 "2",20.928,20.881,20.801 "IndigoBench 4.4 - Acceleration: OpenCL GPU - Scene: Supercar", Higher Results Are Better "1",52.94,52.943,52.903 "2",52.736,52.642,52.782 "Blender 2.92 - Blend File: BMW27 - Compute: CUDA", Lower Results Are Better "1",18.32,18.32,18.41 "2",18.33,18.39,18.35 "Blender 2.92 - Blend File: Classroom - Compute: CUDA", Lower Results Are Better "1",51.33,51.45,51.47 "2",51.33,51.44,51.5 "Blender 2.92 - Blend File: Fishy Cat - Compute: CUDA", Lower Results Are Better "1",34.59,34.6,34.62 "2",34.6,34.61,34.62 "Blender 2.92 - Blend File: Barbershop - Compute: CUDA", Lower Results Are Better "1",373.69,373.69,373.11 "2",374.22,374.85,373.56 "Blender 2.92 - Blend File: BMW27 - Compute: NVIDIA OptiX", Lower Results Are Better "1",9.83,9.72,9.74 "2",9.85,9.75,9.7 "Blender 2.92 - Blend File: Classroom - Compute: NVIDIA OptiX", Lower Results Are Better "1",30.57,30.36,30.63 "2",30.07,30.59,30.32 "Blender 2.92 - Blend File: Fishy Cat - Compute: NVIDIA OptiX", Lower Results Are Better "1",20.4,20.44,20.44 "2",20.46,20.37,20.42 "Blender 2.92 - Blend File: Barbershop - Compute: NVIDIA OptiX", Lower Results Are Better "1",335.78,337.18,334.7 "2",336.22,335.91,335.47 "Blender 2.92 - Blend File: Pabellon Barcelona - Compute: CUDA", Lower Results Are Better "1",120.39,120.54,120.51 "2",120.35,120.56,120.56 "Blender 2.92 - Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX", Lower Results Are Better "1",46.8,46.43,46.8 "2",46.77,46.83,46.57 "MandelGPU 1.3pts1 - OpenCL Device: GPU", Higher Results Are Better "1",459849231.4,464032577.6,474879445.6 "2",458726994.9,485499437.3,463135014.8,466467892.1,467954249.7 "clpeak - OpenCL Test: Integer Compute INT", Higher Results Are Better "1",18040.87,17646.85,18079.32 "2",17520.5,18669.37,17566.48,18430.45,17715.47,18034.87,17724.99 "clpeak - OpenCL Test: Single-Precision Float", Higher Results Are Better "1",35069.61,35225.4,35225.7 "2",35160.52,35226.3,35225.4 "clpeak - OpenCL Test: Double-Precision Double", Higher Results Are Better "1",654.92,654.89,654.87 "2",656.86,657.26,656.96 "clpeak - OpenCL Test: Global Memory Bandwidth", Higher Results Are Better "1",803.46,813.42,813.49 "2",813.22,813.44,813.44 "Chaos Group V-RAY 5 - Mode: NVIDIA RTX GPU", Higher Results Are Better "1",2610,2589,2603 "2",2627,2604,2599 "Chaos Group V-RAY 5 - Mode: NVIDIA CUDA GPU", Higher Results Are Better "1", "2", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-TT", Higher Results Are Better "2",604,605