RTX 4070 SUPER

Intel Core i9-13900K testing with a ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS) and NVIDIA GeForce RTX 3090 24GB on EndeavourOS rolling via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2402116-SADD-240207012
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BLAS (Basic Linear Algebra Sub-Routine) Tests 3 Tests
C++ Boost Tests 2 Tests
CPU Massive 5 Tests
Creator Workloads 4 Tests
HPC - High Performance Computing 8 Tests
Machine Learning 6 Tests
Multi-Core 6 Tests
NVIDIA GPU Compute 25 Tests
OpenCL 5 Tests
Python Tests 5 Tests
Renderers 3 Tests
Server CPU Tests 2 Tests
Vulkan Compute 7 Tests
Common Workstation Benchmarks 2 Tests

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Date
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  Test
  Duration
NVIDIA RTX 4070 SUPER
January 25
  23 Hours, 51 Minutes
NVIDIA RTX 4070
January 28
  22 Hours, 26 Minutes
NVIDIA RTX 4070 TI
January 29
  1 Day, 7 Hours, 18 Minutes
NVIDIA RTX 3090
February 07
  1 Day, 10 Hours, 51 Minutes
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  1 Day, 4 Hours, 7 Minutes

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RTX 4070 SUPER, "ArrayFire 3.9 - Test: Conjugate Gradient OpenCL", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "Blender 4.0 - Blend File: BMW27 - Compute: NVIDIA OptiX", Lower Results Are Better "NVIDIA RTX 4070 SUPER",6.25,5.48,5.51,5.51,5.52,5.52,5.49,5.54,5.52,5.5,5.51,5.51,5.49 "NVIDIA RTX 4070",6.22,6.2,6.21 "NVIDIA RTX 4070 TI",5.44,5.45,5.4 "NVIDIA RTX 3090",7.04,6.25,6.26,6.22,6.23,6.28,6.25,6.27,6.26,6.24,6.22,6.24,6.26,6.28 "Blender 4.0 - Blend File: Classroom - Compute: NVIDIA OptiX", Lower Results Are Better "NVIDIA RTX 4070 SUPER",12.59,12.6,12.6 "NVIDIA RTX 4070",14.92,14.83,14.84 "NVIDIA RTX 4070 TI",12.36,12.28,12.25 "NVIDIA RTX 3090",15.27,15.28,15.23 "Blender 4.0 - Blend File: Fishy Cat - Compute: NVIDIA OptiX", Lower Results Are Better "NVIDIA RTX 4070 SUPER",10.2,9.37,9.4,9.37,9.39,9.36,9.37,9.37,9.43,9.38,9.41,9.34,9.42 "NVIDIA RTX 4070",11.05,10.97,11.06 "NVIDIA RTX 4070 TI",9,9.02,9.05 "NVIDIA RTX 3090",11.3,10.56,10.57,10.51,10.54,10.55,10.56,10.55,10.59 "Blender 4.0 - Blend File: Barbershop - Compute: NVIDIA OptiX", Lower Results Are Better "NVIDIA RTX 4070 SUPER",51.3,51.47,51.12 "NVIDIA RTX 4070",58.51,58.39,58.42 "NVIDIA RTX 4070 TI",50.7,50.82,50.66 "NVIDIA RTX 3090",54.32,54.27 "Blender 4.0 - Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX", Lower Results Are Better "NVIDIA RTX 4070 SUPER",14.29,14.35,14.24 "NVIDIA RTX 4070",16.55,16.53,16.56 "NVIDIA RTX 4070 TI",13.95,13.99,13.98 "NVIDIA RTX 3090",17.26,17.33,17.3 "Caffe 2020-02-13 - Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "Caffe 2020-02-13 - Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "Caffe 2020-02-13 - Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "Caffe 2020-02-13 - Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "Caffe 2020-02-13 - Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "Caffe 2020-02-13 - Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "cl-mem 2017-01-13 - Benchmark: Copy", Higher Results Are Better "NVIDIA RTX 4070 SUPER",331.8,331.8,331.7 "NVIDIA RTX 4070",330.5,330.3,330.2 "NVIDIA RTX 4070 TI",333.3,333.3,333.3 "NVIDIA RTX 3090",360.5,360.6,361.2 "cl-mem 2017-01-13 - Benchmark: Read", Higher Results Are Better "NVIDIA RTX 4070 SUPER",446.3,446.4,446 "NVIDIA RTX 4070",446.3,446.3,446.3 "NVIDIA RTX 4070 TI",446.3,446.3,446.3 "NVIDIA RTX 3090",825.3,826.4,825.8 "cl-mem 2017-01-13 - Benchmark: Write", Higher Results Are Better "NVIDIA RTX 4070 SUPER",409.6,406.9,405.9 "NVIDIA RTX 4070",407,405.6,407.4 "NVIDIA RTX 4070 TI",412.4,412.1,412 "NVIDIA RTX 3090",754.2,755,752.2 "clpeak 1.1.2 - OpenCL Test: Integer Compute INT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",18167.49,18167.31,18176.82 "NVIDIA RTX 4070",14524.67,14570.09,14570.81 "NVIDIA RTX 4070 TI",19824.96,19821.91,19816.42 "NVIDIA RTX 3090",17928.13,17892.67,17949.2 "clpeak 1.1.2 - OpenCL Test: Single-Precision Float", Higher Results Are Better "NVIDIA RTX 4070 SUPER",35493.5,35490.71,35493.85 "NVIDIA RTX 4070",28490.25,28473.01,28474.92 "NVIDIA RTX 4070 TI",38686.82,38674.43,38713.94 "NVIDIA RTX 3090",34682.54,35048.16,34989.66 "clpeak 1.1.2 - OpenCL Test: Double-Precision Double", Higher Results Are Better "NVIDIA RTX 4070 SUPER",631.78,630.17,628.38 "NVIDIA RTX 4070",515.59,514.99,514.92 "NVIDIA RTX 4070 TI",667.87,668.83,664.46 "NVIDIA RTX 3090",640.19,641.05,645.45 "clpeak 1.1.2 - OpenCL Test: Global Memory Bandwidth", Higher Results Are Better "NVIDIA RTX 4070 SUPER",437.64,437.69,437.63 "NVIDIA RTX 4070",437.17,437.23,437.24 "NVIDIA RTX 4070 TI",437.64,437.65,437.6 "NVIDIA RTX 3090",816.58,816.55,816.52 "FAHBench 2.3.2 - ", Higher Results Are Better "NVIDIA RTX 4070 SUPER",366.813,365.5072,365.8527 "NVIDIA RTX 4070",317.0826,317.4399,317.063 "NVIDIA RTX 4070 TI",382.389,382.4534,381.6488 "NVIDIA RTX 3090",342.7203,343.5412,342.7983 "FinanceBench 2016-07-25 - Benchmark: Black-Scholes OpenCL", Lower Results Are Better "NVIDIA RTX 4070 SUPER",5.67,5.651,6.397,6.4,6.487,5.651,5.654,5.649,5.65,7.04,5.713,5.655,5.737,5.662,5.665 "NVIDIA RTX 4070",6.902,6.905,6.912 "NVIDIA RTX 4070 TI",5.222,5.224,5.232 "NVIDIA RTX 3090",5.752,5.734,5.736 "GpuOwl 7.2.1 - Exponent: 57885161", Higher Results Are Better "NVIDIA RTX 4070 SUPER",866.55112651647,870.32201914709,870.32201914709 "NVIDIA RTX 4070",714.79628305933,714.79628305933,714.79628305933 "NVIDIA RTX 4070 TI",914.07678244973,921.65898617512,921.65898617512 "NVIDIA RTX 3090",870.32201914709,864.30423509075,864.30423509075 "GpuOwl 7.2.1 - Exponent: 77936867", Higher Results Are Better "NVIDIA RTX 4070 SUPER",646.41241111829,646.41241111829,646.41241111829 "NVIDIA RTX 4070",530.22269353128,530.50397877984,530.22269353128 "NVIDIA RTX 4070 TI",676.5899864682,676.5899864682,676.5899864682 "NVIDIA RTX 3090",645.99483204134,645.99483204134,645.99483204134 "GpuOwl 7.2.1 - Exponent: 332220523", Higher Results Are Better "NVIDIA RTX 4070 SUPER",137.43815283123,137.43815283123,137.43815283123 "NVIDIA RTX 4070",112.61261261261,112.61261261261,112.59993244004 "NVIDIA RTX 4070 TI",145.83637159108,145.83637159108,145.83637159108 "NVIDIA RTX 3090",137.32491073881,137.32491073881,137.32491073881 "Hashcat 6.2.4 - Benchmark: MD5", Higher Results Are Better "NVIDIA RTX 4070 SUPER",67616000000,67592900000,67540200000 "NVIDIA RTX 4070",56080400000,56184400000,56178800000 "NVIDIA RTX 4070 TI",73300800000,73301100000,73334800000 "NVIDIA RTX 3090",67281500000,67102900000,67147500000 "Hashcat 6.2.4 - Benchmark: SHA1", Higher Results Are Better "NVIDIA RTX 4070 SUPER",22124800000,22130700000,22142300000 "NVIDIA RTX 4070",18196400000,18215100000,18195900000 "NVIDIA RTX 4070 TI",23500600000,23546700000,23549900000 "NVIDIA RTX 3090",21373500000,21313300000,21284400000 "Hashcat 6.2.4 - Benchmark: 7-Zip", Higher Results Are Better "NVIDIA RTX 4070 SUPER",1173000,1179900,1176500 "NVIDIA RTX 4070",972900,979600,978400 "NVIDIA RTX 4070 TI",1263900,1258100,1265900 "NVIDIA RTX 3090",1058400,1056600,1053000 "Hashcat 6.2.4 - Benchmark: SHA-512", Higher Results Are Better "NVIDIA RTX 4070 SUPER",3235400000,3230100000,3232700000 "NVIDIA RTX 4070",2674600000,2674100000,2671200000 "NVIDIA RTX 4070 TI",3463900000,3461500000,3462100000 "NVIDIA RTX 3090",3087100000,3082700000,3075800000 "Hashcat 6.2.4 - Benchmark: TrueCrypt RIPEMD160 + XTS", Higher Results Are Better "NVIDIA RTX 4070 SUPER",802600,804200,802100 "NVIDIA RTX 4070",661300,660700,660900 "NVIDIA RTX 4070 TI",857300,858200,860300 "NVIDIA RTX 3090",800200,798900,794400 "IndigoBench 4.4 - Acceleration: OpenCL GPU - Scene: Bedroom", Higher Results Are Better "NVIDIA RTX 4070 SUPER",19.812,19.809,19.783 "NVIDIA RTX 4070",18.197,18.222,18.19 "NVIDIA RTX 4070 TI",20.199,20.287,20.282 "NVIDIA RTX 3090",20.952,20.969,20.955 "IndigoBench 4.4 - Acceleration: OpenCL GPU - Scene: Supercar", Higher Results Are Better "NVIDIA RTX 4070 SUPER",52.78,52.791,52.869 "NVIDIA RTX 4070",48.557,48.458,48.536 "NVIDIA RTX 4070 TI",53.586,53.556,53.624 "NVIDIA RTX 3090",51.979,51.993,52.071 "LeelaChessZero 0.30 - Backend: OpenCL", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "Libplacebo 5.229.1 - ", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "Libplacebo 5.229.1 - Test: deband_heavy", Higher Results Are Better "NVIDIA RTX 4070 SUPER",2190.14,2187.52,2182.45 "NVIDIA RTX 4070",1847.82,1848.08,1848.03 "NVIDIA RTX 4070",1843.85,1844.03,1844.36 "NVIDIA RTX 4070",1843.25,1843.06,1843.46 "NVIDIA RTX 4070 TI",2307.02,2305.58,2307.42 "NVIDIA RTX 4070 TI",2307.03,2305.76,2306.88 "NVIDIA RTX 3090",2027.1,2010.37,2015.77 "NVIDIA RTX 3090",2021.71,2012.57,2013.52 "NVIDIA RTX 3090",2030.27,2020.56,2023.01 "NVIDIA RTX 3090",2026.23,2018.09,2016.16 "Libplacebo 5.229.1 - Test: polar_nocompute", Higher Results Are Better "NVIDIA RTX 4070 SUPER",2327.68,2327.09,2327.88 "NVIDIA RTX 4070",1973.09,1972.55,1972.7 "NVIDIA RTX 4070",1969.15,1968.7,1969.71 "NVIDIA RTX 4070",1968.38,1968.38,1968.36 "NVIDIA RTX 4070 TI",2461.41,2460.71,2461.57 "NVIDIA RTX 4070 TI",2455.75,2459.86,2461.47 "NVIDIA RTX 3090",2133.38,2117.6,2108.69 "NVIDIA RTX 3090",2122.7,2112.37,2114.44 "NVIDIA RTX 3090",2125.46,2132.67,2120.8 "NVIDIA RTX 3090",2125.34,2110.26,2114.77 "Libplacebo 5.229.1 - Test: hdr_peakdetect", Higher Results Are Better "NVIDIA RTX 4070 SUPER",3293.52,3285.55,3298.05 "NVIDIA RTX 4070",3300.65,3333.37,3296.05 "NVIDIA RTX 4070",3315.33,3301.47,3740.5 "NVIDIA RTX 4070",3306.52,3307.94,3373.31 "NVIDIA RTX 4070 TI",3344.69,3647.85,3641.26 "NVIDIA RTX 4070 TI",3806.33,3319.59,3299.26 "NVIDIA RTX 3090",4911.8,5051,5028.44 "NVIDIA RTX 3090",5122.53,5113.06,5076.71 "NVIDIA RTX 3090",4861.53,5115.49,4932.21 "NVIDIA RTX 3090",5102.22,5062.79,5002.62 "Libplacebo 5.229.1 - Test: hdr_lut", Higher Results Are Better "NVIDIA RTX 4070 SUPER",3912.81,3882.47,3922.66 "NVIDIA RTX 4070",3907.01,3936.18,3938.13 "NVIDIA RTX 4070",3940.12,3940.88,3940.19 "NVIDIA RTX 4070",3943.88,3937.52,3959.3 "NVIDIA RTX 4070 TI",3961.41,3980.12,3973.29 "NVIDIA RTX 4070 TI",4002.73,3908.61,4016.79 "NVIDIA RTX 3090",3286.36,3322.96,3330.46 "NVIDIA RTX 3090",3351.87,3357.49,3421.2 "NVIDIA RTX 3090",3292.52,3360.68,3348.12 "NVIDIA RTX 3090",3318.8,3360.54,3430.29 "Libplacebo 5.229.1 - Test: av1_grain_lap", Higher Results Are Better "NVIDIA RTX 4070 SUPER",4167.38,4181.85,4163.77 "NVIDIA RTX 4070",3970.65,4158.56,4180.98 "NVIDIA RTX 4070",4221.43,4173.29,3984.47 "NVIDIA RTX 4070",4120.53,4163.36,4173.34 "NVIDIA RTX 4070 TI",4127.52,4111.86,4183.24 "NVIDIA RTX 4070 TI",4073.41,4182.75,4175.72 "NVIDIA RTX 3090",4130.65,4147.26,4102.75 "NVIDIA RTX 3090",4128.24,4011.73,4149.48 "NVIDIA RTX 3090",4106.12,4099.96,4154.73 "NVIDIA RTX 3090",4161.17,4116.9,4023.01 "LuxCoreRender 2.6 - Scene: DLSC - Acceleration: GPU", Higher Results Are Better "NVIDIA RTX 4070 SUPER",13.58,13.61,13.58 "NVIDIA RTX 4070",11.75,11.73,11.73 "NVIDIA RTX 4070 TI",13.95,13.95,13.96 "NVIDIA RTX 3090",0.58,14.22,14.14,14.13,14.06,14.11,14.1,14.08,14.11,14.11,14.13,14.13 "LuxCoreRender 2.6 - Scene: Danish Mood - Acceleration: GPU", Higher Results Are Better "NVIDIA RTX 4070 SUPER",10.71,10.43,10.54 "NVIDIA RTX 4070",8.91,8.79,8.98 "NVIDIA RTX 4070 TI",10.86,10.9,11.22 "NVIDIA RTX 3090",10.18,10.27,10.15 "LuxCoreRender 2.6 - Scene: Orange Juice - Acceleration: GPU", Higher Results Are Better "NVIDIA RTX 4070 SUPER",11.59,11.79,11.79 "NVIDIA RTX 4070",10.43,10.35,10.43 "NVIDIA RTX 4070 TI",11.89,11.89,11.88 "NVIDIA RTX 3090",12.13,12.14,12.15 "LuxCoreRender 2.6 - Scene: LuxCore Benchmark - Acceleration: GPU", Higher Results Are Better "NVIDIA RTX 4070 SUPER",12.85,12.78,12.84 "NVIDIA RTX 4070",10.92,10.9,10.95 "NVIDIA RTX 4070 TI",13.24,13.21,13.23 "NVIDIA RTX 3090",13.15,13.09 "LuxCoreRender 2.6 - Scene: Rainbow Colors and Prism - Acceleration: GPU", Higher Results Are Better "NVIDIA RTX 4070 SUPER",27.7,27.71,27.61 "NVIDIA RTX 4070",23.27,23.25,23.25 "NVIDIA RTX 4070 TI",27.72,27.83,27.58 "NVIDIA RTX 3090",31.87,33.69,33.53,33.64,33.7 "MandelGPU 1.3pts1 - OpenCL Device: GPU", Higher Results Are Better "NVIDIA RTX 4070 SUPER",586762677,586742403.2,588153534.5 "NVIDIA RTX 4070",516215753.8,513996343.7,520098296 "NVIDIA RTX 4070 TI",621085692.5,619300046.1,616932658.8 "NVIDIA RTX 3090",483065130.4,483570125.4,485661485.7 "NAMD CUDA 2.14 - ATPase Simulation - 327,506 Atoms", Lower Results Are Better "NVIDIA RTX 4070 SUPER",0.0685238,0.0674888,0.0677212 "NVIDIA RTX 4070",0.0753903,0.0747209,0.0748287 "NVIDIA RTX 4070 TI",0.0674191,0.0671287,0.069094 "NVIDIA RTX 3090",0.108711,0.108565,0.107395 "NCNN 20230517 - Target: Vulkan GPU", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NCNN 20230517 - Target: Vulkan GPU - Model: mobilenet", Lower Results Are Better "NVIDIA RTX 4070 SUPER",6.71,8.67,8.04,8.83,11.71,8.74,8.78,7.23,8.84 "NVIDIA RTX 4070",6.58,7.11,7.24,7.09,8.21,30.07,8.68,8.26,8.03 "NVIDIA RTX 4070",8.25,7.44,6.59,6.83,6.8,6.58,6.65,6.75,7.75,6.27,8.15,8.3 "NVIDIA RTX 4070 TI",7.68,6.57,8.16,6.83,8.83,8.03,6.66,15.96,7.15 "NVIDIA RTX 4070 TI",9.95,6.98,7.09,7.1,6.94,7.48,7.38,8.1,6.95,7.54,6.91,6.96 "NVIDIA RTX 3090",6.51,7.64,7.23,6.79,36.91,7.32 "NVIDIA RTX 3090",6.48,6.68,7.16,8.29,6.11,7.35,6.17,7.14,6.87 "NVIDIA RTX 3090",7.16,7.2,7.45 "NCNN 20230517 - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "NVIDIA RTX 4070 SUPER",2.58,2.6,2.46,2.5,2.57,2.49,2.82,6.5,2.72 "NVIDIA RTX 4070",2.5,2.44,23.52,2.41,2.23,2.76,1.93,2.45,1.99 "NVIDIA RTX 4070",2.04,2.36,2.8,2.29,2.41,2.68,2.55,2.4,2.77,2.25,2.49,2.69 "NVIDIA RTX 4070 TI",2.44,2.12,2.24,2.74,2.48,2.39,2.76,2.3,2.44 "NVIDIA RTX 4070 TI",2.51,2.72,2.81,2.46,2.24,2.47,2.5,2.79,2.47,2.69,2.67,2.09 "NVIDIA RTX 3090",2.51,2.72,2.47,2.26,2.76,3.19 "NVIDIA RTX 3090",2.47,2.76,2.8,2.48,2.78,2.82,2.47,2.69,2.74 "NVIDIA RTX 3090",2.46,2.05,2.51 "NCNN 20230517 - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "NVIDIA RTX 4070 SUPER",2.06,2.02,1.98,2.38,3.35,2.61,1.98,1.78,2.09 "NVIDIA RTX 4070",1.85,56.11,1.96,1.8,2.44,1.8,1.99,1.74 "NVIDIA RTX 4070",2.44,1.93,2.5,1.82,1.95,2.06,2.45,1.96,2.45,1.84,2,2.39 "NVIDIA RTX 4070 TI",1.79,1.97,1.81,2.47,2,1.97,2.45,1.93,2.4 "NVIDIA RTX 3090",2.52,1.98,1.84,1.99,1.95,8.86 "NVIDIA RTX 3090",2,1.93,2.5,2.03,2.49,2.43,2,2.46,1.96 "NVIDIA RTX 3090",1.8,2.4,2.42 "NCNN 20230517 - Target: Vulkan GPU - Model: shufflenet-v2", Lower Results Are Better "NVIDIA RTX 4070 SUPER",1.82,1.92,2,2.41,1.81,1.89,1.95,4.66 "NVIDIA RTX 4070",2.42,1.88,1.84,2.46,2.47,1.89,1.79 "NVIDIA RTX 4070",1.89,1.85,2.47,1.84,1.86,1.9,2.44,1.86,2.49,1.9,2.42 "NVIDIA RTX 4070 TI",1.89,1.87,1.87,1.91,1.86,2.53,1.87,2.41 "NVIDIA RTX 4070 TI",2.48,2.42,2.46,1.89,1.92,1.92,1.9,1.8,1.85,1.84,1.86,1.75 "NVIDIA RTX 3090",2.43,1.9,1.86,1.88,1.88,15.06 "NVIDIA RTX 3090",1.91,1.88,1.85,1.93,2.51,2.47,1.9,2.48,1.86 "NVIDIA RTX 3090",1.82,1.83,2.46 "NCNN 20230517 - Target: Vulkan GPU - Model: mnasnet", Lower Results Are Better "NVIDIA RTX 4070 SUPER",2.39,2.27,2.19,4.92,14.02,2.53,2.2,1.91,2.21 "NVIDIA RTX 4070",2.07,2.49,2.17,2.01,2.47,2.45,2.22,1.85 "NVIDIA RTX 4070",2.23,2.15,2.54,2.01,2.18,2.27,2.19,2.48,2.09,2.24 "NVIDIA RTX 4070 TI",2.3,2.18,2.17,2.51,2.25,2.21,2.48,2.16,2.43 "NVIDIA RTX 4070 TI",2.46,2.46,2.51,2.17,2.23,25.45,2.18,1.96,2.14,2.05,2.02,2.01 "NVIDIA RTX 3090",2.19,2.21,2.09,2.22,2.48 "NVIDIA RTX 3090",2.24,2.15,2.02,2.32,2.55,2.46,2.24,2.56,2.2 "NVIDIA RTX 3090",2.02,2.02,2.45 "NCNN 20230517 - Target: Vulkan GPU - Model: efficientnet-b0", Lower Results Are Better "NVIDIA RTX 4070 SUPER",3.71,3.47,3.53,7.12,4.88,12.17,3.47,3.78,3.47 "NVIDIA RTX 4070",3.46,3.71,3.6,3.42,3.18,3.67,3.67,3.46,2.93 "NVIDIA RTX 4070",3.04,3.38,3.38,3.24,3.4,3.49,3.74,3.41,5.71,3.26,3.44,3.62 "NVIDIA RTX 4070 TI",3.19,3.43,3.41,3.71,3.52,3.45,3.69,3.39,3.64 "NVIDIA RTX 4070 TI",3.85,3.68,3.77,3.4,3.49,3.72,3.46,3.15,3.38,3.24,3.23,3.2 "NVIDIA RTX 3090",3.44,3.32,10,3.49,3.43,59.54 "NVIDIA RTX 3090",3.45,3.41,3.21,3.5,3.85,3.72,3.44,3.83,3.42 "NVIDIA RTX 3090",3.16,3.18,3.68 "NCNN 20230517 - Target: Vulkan GPU - Model: blazeface", Lower Results Are Better "NVIDIA RTX 4070 SUPER",0.97,0.66,0.98,0.82,0.77,0.73,0.81,0.94,0.91 "NVIDIA RTX 4070",0.79,0.95,0.91,0.81,0.76,0.93,0.91,0.81,0.65 "NVIDIA RTX 4070 TI",0.8,0.63,0.8,0.8,0.93,0.8,0.81,0.8,0.89 "NVIDIA RTX 4070 TI",0.95,0.93,0.93,0.81,0.84,0.65,0.81,0.75,0.91,0.76,0.75,0.79 "NVIDIA RTX 3090",0.82,0.92,0.73,0.81,0.93,0.93 "NVIDIA RTX 3090",0.82,0.81,0.75,0.93,0.64,0.91,0.82,0.93,0.92 "NVIDIA RTX 3090",0.75,0.94,0.91 "NCNN 20230517 - Target: Vulkan GPU - Model: googlenet", Lower Results Are Better "NVIDIA RTX 4070 SUPER",9.16,12.56,6.73,14.25,9.34,11.73,5.98,12.18,17.43 "NVIDIA RTX 4070",6.02,6.52,6.43,5.78,5.54,6.41,6.45,6.01,5.35 "NVIDIA RTX 4070 TI",5.23,5.26,5.83,5.91,6.48,5.91,5.95,5.84,6.4 "NVIDIA RTX 4070 TI",17.54,6.44,6.56,5.81,6.02,5.38,5.83,5.51,6.3,5.61,11.51,5.87 "NVIDIA RTX 3090",5.57,6.49,5.85,12.42,8.07,6.51 "NVIDIA RTX 3090",5.94,5.78,5.49,6.89,5.29,6.43,5.96,6.69,6.53 "NVIDIA RTX 3090",5.51,6.57,6.35 "NCNN 20230517 - Target: Vulkan GPU - Model: vgg16", Lower Results Are Better "NVIDIA RTX 4070 SUPER",30.54,18.57,167.34,20.22,133.86,237.14,65.45,144.07,243.12 "NVIDIA RTX 4070",18.34,18.34,117.07,170.66,18.61,18.2,17.83,93.46,18.37 "NVIDIA RTX 4070",107.46,161.98,18.26,18.93,46.26,18.56,67.37,33.63,17.78,18.44,19.31,18.31 "NVIDIA RTX 4070 TI",19,31.56,18.87,18.95,18.76,125.8,18.96,19.12,17.43 "NVIDIA RTX 4070 TI",19.05,18.89,27.7,100.84,19.24,18.34,17.69,50.48,17.8,17.43,18.72,87.67 "NVIDIA RTX 3090",133.04,206.69,213.11,74.03,112.03,135.44 "NVIDIA RTX 3090",18.48,18.57,19.6,18.71,18.57,19.05,18.88,69.95,18.2 "NVIDIA RTX 3090",18.17,18.08,17.39 "NCNN 20230517 - Target: Vulkan GPU - Model: resnet18", Lower Results Are Better "NVIDIA RTX 4070 SUPER",4.16,4.26,4.24,4.1,34.39,4.12,4.15,4.07,17.24 "NVIDIA RTX 4070",4.34,16.07,4,31.91,4.12,4.2,4.22,4.29,4.04 "NVIDIA RTX 4070",4.16,4.1,7.59,4.08,4.01,4.2,4.21,4.15,4.06,4.04,12.48,4.24 "NVIDIA RTX 4070 TI",4.04,3.96,4.14,4.2,4.24,16.12,4.22,4.13,4.2 "NVIDIA RTX 4070 TI",4.32,15.68,4.26,4.2,11.33,4.28,22.67,4.26,4.4,9.38,3.98,4.12 "NVIDIA RTX 3090",38.03,27.98,4.32,4.24,25.51,4.4 "NVIDIA RTX 3090",4.45,4.14,4.46,18.76,4.07,4.16,4.42,4.17,31.83 "NVIDIA RTX 3090",4.16,3.98,4.22 "NCNN 20230517 - Target: Vulkan GPU - Model: alexnet", Lower Results Are Better "NVIDIA RTX 4070 SUPER",3.75,21.55,3.67,3.91,16.35,3.77,50.42,38.49,3.62 "NVIDIA RTX 4070",3.71,29.43,28.51,3.53,3.64,3.85,3.7,3.79,3.83 "NVIDIA RTX 4070",3.67,3.7,24.02,3.71,3.72,3.74,3.62,8.3,3.68,3.68,3.85,3.65 "NVIDIA RTX 4070 TI",3.63,3.74,3.8,3.65,3.8,3.7,3.88,3.74,3.71 "NVIDIA RTX 4070 TI",3.75,3.85,3.81,3.85,3.69,3.65,31.75,3.76,3.66,3.7,3.75,3.65 "NVIDIA RTX 3090",3.69,3.64,3.76,3.74,3.61,3.69 "NVIDIA RTX 3090",3.76,3.61,3.83,3.7,3.61,3.69,11.53,3.79,18.29 "NVIDIA RTX 3090",3.76,3.46,3.58 "NCNN 20230517 - Target: Vulkan GPU - Model: resnet50", Lower Results Are Better "NVIDIA RTX 4070 SUPER",91.23,8.39,7.93,43.8,136.18,36.64,63.96,19.6,8.65 "NVIDIA RTX 4070",8.18,8,8,8.49,8.62,8.19,8.09,8.69,7.91 "NVIDIA RTX 4070",8.12,8.66,8,14.02,8.04,8.62,8.06,8.01,8.19,7.99,8.41,8.57 "NVIDIA RTX 4070 TI",8.33,8.56,27.53,8.07,8.05,8.09,8.35,8.3,43.56 "NVIDIA RTX 4070 TI",8.1,8.41,8.13,56.23,8.33,8.16,8.03,8.71,8.23,8.04,8.21,8.39 "NVIDIA RTX 3090",8.46,7.91,29.4,31.51,8.61,80.73 "NVIDIA RTX 3090",8.25,8.02,8.87,8.16,7.81,8.5,7.73,8.07,8.37 "NVIDIA RTX 3090",21.91,8.2,7.99 "NCNN 20230517 - Target: Vulkan GPU - Model: yolov4-tiny", Lower Results Are Better "NVIDIA RTX 4070 SUPER",46.11,54.03,67.21,115.11,32.73,90.4,11.24,85.56,71.99 "NVIDIA RTX 4070",10.77,10.9,11.25,29.56,11.04,10.92,20.08,45.34,76.11 "NVIDIA RTX 4070",41.45,11.53,10.83,10.95,10.9,10.82,10.8,11.2,12.01,10.4,41.39,66.61 "NVIDIA RTX 4070 TI",11.72,10.79,25.3,10.72,31.99,19.39,10.83,16.6,10.91 "NVIDIA RTX 4070 TI",45.25,10.97,10.82,11.04,10.86,11.82,11.46,28.79,10.98,11.62,21.98,10.87 "NVIDIA RTX 3090",42.67,30.8,11.38,30.27,11,34.95 "NVIDIA RTX 3090",10.75,11.08,10.92,33.43,10.37,11.23,10.24,10.89,10.89 "NVIDIA RTX 3090",10.9,11.34,11.64 "NCNN 20230517 - Target: Vulkan GPU - Model: squeezenet_ssd", Lower Results Are Better "NVIDIA RTX 4070 SUPER",4.65,4.98,4.58,5.86,20.85,5.23,5.36,4.52,5.73 "NVIDIA RTX 4070",5.26,4.99,4.76,5.81,5.97,5.25,4.95,5.87,4.6 "NVIDIA RTX 4070",5.7,6.09,5.05,4.74,5.1,5.21,4.82,4.74,4.94,5.08,5,5.63 "NVIDIA RTX 4070 TI",5.26,5.77,4.58,5.08,4.84,4.82,7.52,5.27,5.07 "NVIDIA RTX 4070 TI",5.33,5.48,5.17,4.79,16.3,5.14,5.08,5.34,5.27,4.78,5.22,5.6 "NVIDIA RTX 3090",5.14,4.49,14.41,4.88,5.9,4.98 "NVIDIA RTX 3090",5.32,5.04,6.08,5.17,4.46,5.85,4.4,4.79,5.71 "NVIDIA RTX 3090",4.53,5.17,5.01 "NCNN 20230517 - Target: Vulkan GPU - Model: regnety_400m", Lower Results Are Better "NVIDIA RTX 4070 SUPER",7.03,6.49,35.18,8.05,5.79,5.79,5.9,18.27,7.48 "NVIDIA RTX 4070",5.68,7.26,5.7,7.41,7.28,7.38,5.7,5.62 "NVIDIA RTX 4070",5.72,5.62,5.56,7.36,7.41,5.71,7.31,5.58,5.64,5.58,5.71,7.26 "NVIDIA RTX 4070 TI",5.63,5.53,5.57,5.62,7.26,5.67,5.64,5.59,7.2 "NVIDIA RTX 4070 TI",5.63,7.24,7.21,5.68,5.79,5.47,5.76,5.53,5.59,5.59,5.54,5.65 "NVIDIA RTX 3090",5.74,8.89,5.61,13.36,7.33,7.42 "NVIDIA RTX 3090",5.69,5.66,7.34,5.47,7.34,5.64,7.29,7.34 "NVIDIA RTX 3090",5.48,7.36,7.35 "NCNN 20230517 - Target: Vulkan GPU - Model: vision_transformer", Lower Results Are Better "NVIDIA RTX 4070 SUPER",1086.31,978.79,718.1,837.75,1299.4,780.17,525.9,908.09,466.99 "NVIDIA RTX 4070",70.39,133.95,604.29,256.07,361.64,338.49,128.91,498.4,141.9 "NVIDIA RTX 4070",516.71,390.67,436.58,78.41,499.17,732.17,352.41,690.35,177.17,235.53,271.6,213.09 "NVIDIA RTX 4070 TI",374.03,277.63,363.13,494.07,344.48,490.34,457.75,311.6,398.59 "NVIDIA RTX 4070 TI",523.53,610.14,606.83,273.33,533.63,547.74,871.17,453.42,724.41,196.49,404.59,226.58 "NVIDIA RTX 3090",700.6,656.62,848.59,875.16,402.39,496.09 "NVIDIA RTX 3090",329.44,167.29,360.25,329.36,204.8,411.23,439.39,616.93,91.68 "NVIDIA RTX 3090",430.2,275.63,357.88 "NCNN 20230517 - Target: Vulkan GPU - Model: FastestDet", Lower Results Are Better "NVIDIA RTX 4070 SUPER",2.45,2.44,5.08,2.8,3.19,2.46,2.52,2.44,2.32 "NVIDIA RTX 4070",2.02,2.31,2.36,2.12,3.03,2.42,2.33,2.42,2.05 "NVIDIA RTX 4070",3,3.02,2.08,2.06,3.08,2.39,3,3.07,2.12,2.12,3.04,3.01 "NVIDIA RTX 4070 TI",3.16,3.17,2.46,3.07,2.43,3.06,2.99,2.41 "NVIDIA RTX 4070 TI",2.47,2.6,2.16,3.05,5.8,3.11,2.42,2.75,3.1,2.97 "NVIDIA RTX 3090",2.32,2.16,4.6,12.75,13.34,3.12 "NVIDIA RTX 3090",2.97,2.45,2.39,2.6,2.44,2.11,2.51,2.49 "NVIDIA RTX 3090",2.44,2.45,3.06 "NeatBench 5 - Acceleration: GPU", Higher Results Are Better "NVIDIA RTX 4070 SUPER",4070,4070,4070 "NVIDIA RTX 4070",4070,4070,4070 "NVIDIA RTX 4070 TI",4070,4070,4070 "NVIDIA RTX 3090",3090,3090,3090 "OctaneBench 2020.1 - Total Score", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "ProjectPhysX OpenCL-Benchmark 1.2 - Operation: FP64 Compute", Higher Results Are Better "NVIDIA RTX 4070 SUPER",0.622,0.621,0.621 "NVIDIA RTX 4070",0.507,0.512,0.51 "NVIDIA RTX 4070 TI",0.661,0.66,0.658 "NVIDIA RTX 3090",0.64,0.636,0.636 "ProjectPhysX OpenCL-Benchmark 1.2 - Operation: FP32 Compute", Higher Results Are Better "NVIDIA RTX 4070 SUPER",38.532,38.624,38.625 "NVIDIA RTX 4070",31.731,31.825,31.747 "NVIDIA RTX 4070 TI",40.917,40.911,40.915 "NVIDIA RTX 3090",39.599,39.277,39.309 "ProjectPhysX OpenCL-Benchmark 1.2 - Operation: INT64 Compute", Higher Results Are Better "NVIDIA RTX 4070 SUPER",4.192,4.207,4.243 "NVIDIA RTX 4070",3.45,3.437,3.443 "NVIDIA RTX 4070 TI",4.416,4.394,4.45 "NVIDIA RTX 3090",3.135,3.141,3.13 "ProjectPhysX OpenCL-Benchmark 1.2 - Operation: INT32 Compute", Higher Results Are Better "NVIDIA RTX 4070 SUPER",19.892,19.886,19.89 "NVIDIA RTX 4070",16.417,16.379,16.335 "NVIDIA RTX 4070 TI",21.01,21.008,21.124 "NVIDIA RTX 3090",20.082,20.084,19.915 "ProjectPhysX OpenCL-Benchmark 1.2 - Operation: INT16 Compute", Higher Results Are Better "NVIDIA RTX 4070 SUPER",17.166,17.17,17.175 "NVIDIA RTX 4070",14.313,14.299,14.241 "NVIDIA RTX 4070 TI",18.264,18.262,18.318 "NVIDIA RTX 3090",17.002,17.002,16.998 "ProjectPhysX OpenCL-Benchmark 1.2 - Operation: INT8 Compute", Higher Results Are Better "NVIDIA RTX 4070 SUPER",14.304,14.388,14.229 "NVIDIA RTX 4070",12.159,12.094,12.094 "NVIDIA RTX 4070 TI",15.674,15.76,15.758 "NVIDIA RTX 3090",13.727,13.845,13.61 "ProjectPhysX OpenCL-Benchmark 1.2 - Operation: Memory Bandwidth Coalesced Read", Higher Results Are Better "NVIDIA RTX 4070 SUPER",464.87,464.84,464.86 "NVIDIA RTX 4070",465.12,465.19,465.23 "NVIDIA RTX 4070 TI",465.07,465.04,465.09 "NVIDIA RTX 3090",864.03,864.25,864.05 "ProjectPhysX OpenCL-Benchmark 1.2 - Operation: Memory Bandwidth Coalesced Write", Higher Results Are Better "NVIDIA RTX 4070 SUPER",455.09,454.74,455.2 "NVIDIA RTX 4070",459.76,459.24,459.3 "NVIDIA RTX 4070 TI",457,457.37,457.13 "NVIDIA RTX 3090",887.23,887.42,887.27 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 1 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",557.73119730268 "NVIDIA RTX 4070",541.37874283146,552.06956552035,546.83109363804 "NVIDIA RTX 4070 TI",534.22055858825,568.14444346572,538.26931568774,561.89403254055,563.03950197722,470.90244732447,474.96777137747,475.21389511527,562.05382601592,551.82591553156,557.61476062957,566.55828752704 "NVIDIA RTX 3090",525.12093920558 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 1 - Model: ResNet-152", Higher Results Are Better "NVIDIA RTX 4070 SUPER",201.93643942088 "NVIDIA RTX 4070",198.53774569876,198.53783007737,197.45317569041 "NVIDIA RTX 4070 TI",201.26123564929,202.4162778778,199.88710398357 "NVIDIA RTX 3090",197.20725868995,197.03352114183 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 16 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",509.44719996986 "NVIDIA RTX 4070",458.32468862772,458.87277278989,457.96302265799 "NVIDIA RTX 4070 TI",503.75995829327,498.69991902718,506.30305778568 "NVIDIA RTX 3090",420.64949875629,418.87297500591 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 32 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",503.67387611119,499.32428816662 "NVIDIA RTX 4070",460.07232141042,459.8169216431 "NVIDIA RTX 4070 TI",504.55837733019,508.84045459408,503.24213093057 "NVIDIA RTX 3090",420.28796783042 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 64 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",505.65741375953,508.71811992404,507.97130629644 "NVIDIA RTX 4070",458.91137588933,458.10938296191,458.07048283503 "NVIDIA RTX 4070 TI",503.47566367327,503.91901978505,509.4529035896 "NVIDIA RTX 3090",419.42909156537,418.6116928513,419.04300593625 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 16 - Model: ResNet-152", Higher Results Are Better "NVIDIA RTX 4070 SUPER",195.40494219765 "NVIDIA RTX 4070",186.74404855084,187.73048835301,187.31587595692 "NVIDIA RTX 4070 TI",194.29478854372 "NVIDIA RTX 3090",164.14101277049 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 256 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",502.26632452285,507.08910726183,504.64483797961 "NVIDIA RTX 4070",459.62507649562,459.573266796,460.60342063729 "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090",416.6189991611,417.04055566067,417.02016354833 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 32 - Model: ResNet-152", Higher Results Are Better "NVIDIA RTX 4070 SUPER",195.38787181133 "NVIDIA RTX 4070",187.69142126668 "NVIDIA RTX 4070 TI",198.81681733432 "NVIDIA RTX 3090",164.22837400781,163.76339028051,163.2287408943 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",499.83942473782,508.69919302359 "NVIDIA RTX 4070",459.69097595538,458.83962518906 "NVIDIA RTX 4070 TI",503.8327841864,505.49631932199 "NVIDIA RTX 3090",415.48161408661,416.85733918405,416.27028598544 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 64 - Model: ResNet-152", Higher Results Are Better "NVIDIA RTX 4070 SUPER",195.27906525749,197.00912425407,195.90759544098 "NVIDIA RTX 4070",186.21482861105,186.37858179324,187.31005226817 "NVIDIA RTX 4070 TI",197.80384048275,196.23549198141 "NVIDIA RTX 3090",164.14307018957 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 256 - Model: ResNet-152", Higher Results Are Better "NVIDIA RTX 4070 SUPER",195.72387968301,193.44408664711 "NVIDIA RTX 4070",186.92013244731,187.41271884108,187.47196545786 "NVIDIA RTX 4070 TI",195.66962984303,196.05159098328 "NVIDIA RTX 3090",161.01378055587 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: ResNet-152", Higher Results Are Better "NVIDIA RTX 4070 SUPER",196.68417885831,193.91821108267 "NVIDIA RTX 4070",187.48323404101,187.60760437648,187.43055045991 "NVIDIA RTX 4070 TI",194.86837216432 "NVIDIA RTX 3090",164.68062841969,164.01646682802 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 1 - Model: Efficientnet_v2_l", Higher Results Are Better "NVIDIA RTX 4070 SUPER",106.3705051719 "NVIDIA RTX 4070",107.12098223823,106.95102781909,108.68648512822 "NVIDIA RTX 4070 TI",108.58614214964 "NVIDIA RTX 3090",104.98840134061,105.53262633077,106.12582885225 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 16 - Model: Efficientnet_v2_l", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070",103.68408223011 "NVIDIA RTX 4070 TI",103.97086376659,102.92989122663 "NVIDIA RTX 3090",97.577443741268,98.640765677542 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 32 - Model: Efficientnet_v2_l", Higher Results Are Better "NVIDIA RTX 4070 SUPER",102.59918087262 "NVIDIA RTX 4070",102.89530989414 "NVIDIA RTX 4070 TI",69.94423032894,103.19095503383,102.88882410911,104.17990727373,102.31540267826 "NVIDIA RTX 3090",98.863741229968,98.993433066005,99.295798707419 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 64 - Model: Efficientnet_v2_l", Higher Results Are Better "NVIDIA RTX 4070 SUPER",101.11071569714,104.09043620652 "NVIDIA RTX 4070",102.43823006281,101.22379504672,100.99022902464 "NVIDIA RTX 4070 TI",102.81065879449,103.58128475346 "NVIDIA RTX 3090",99.939925741279,99.552723634119,100.02124425236 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 256 - Model: Efficientnet_v2_l", Higher Results Are Better "NVIDIA RTX 4070 SUPER",103.17086360604 "NVIDIA RTX 4070",101.18118430777,101.28942928642 "NVIDIA RTX 4070 TI",103.24453989502 "NVIDIA RTX 3090",99.821276448284,100.17459186512,98.306695936666 "PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: Efficientnet_v2_l", Higher Results Are Better "NVIDIA RTX 4070 SUPER",103.57095408734 "NVIDIA RTX 4070",100.64589067414,101.80756694903,101.83819954532 "NVIDIA RTX 4070 TI",103.86550670954,103.14155578991 "NVIDIA RTX 3090",99.215997372517,98.939732932542,99.579881047891 "RealSR-NCNN 20200818 - Scale: 4x - TAA: No", Lower Results Are Better "NVIDIA RTX 4070 SUPER",6.13,6.097,8.298,6.122,6.892,6.143,6.114,6.149,6.103,6.117,6.187,6.109,6.124,6.135,6.124 "NVIDIA RTX 4070",7.09,7.104,7.083 "NVIDIA RTX 4070 TI",5.914,5.933,6.039 "NVIDIA RTX 3090",5.554,5.53,5.584 "RealSR-NCNN 20200818 - Scale: 4x - TAA: Yes", Lower Results Are Better "NVIDIA RTX 4070 SUPER",34.849,34.913,34.893 "NVIDIA RTX 4070",42.563,42.694,43.299 "NVIDIA RTX 4070 TI",33.635,33.564,33.68 "NVIDIA RTX 3090",30.201,30.396,30.341 "Rodinia 3.1 - Test: OpenCL Particle Filter", Lower Results Are Better "NVIDIA RTX 4070 SUPER",3.594,3.425,3.434,3.465 "NVIDIA RTX 4070",4.112,4.083,4.098 "NVIDIA RTX 4070 TI",3.292,3.293,3.287 "NVIDIA RTX 3090",3.904,4.147,3.718,3.679,3.698,3.8,3.813,3.933,3.815,3.853,3.838,3.847,3.844,3.798,3.968 "TensorFlow 2.12 - Device: GPU - Batch Size: 1 - Model: VGG-16", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070",1.35,1.37 "NVIDIA RTX 4070 TI",1.36,1.39,1.39 "NVIDIA RTX 3090",1.39,1.37,1.38 "TensorFlow 2.12 - Device: GPU - Batch Size: 1 - Model: AlexNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER",13.7,14.13 "NVIDIA RTX 4070",13.91,14.36,13.84 "NVIDIA RTX 4070 TI",14.85,14.72 "NVIDIA RTX 3090",13.87,14.63,13.86,14.92,13.5,15.38,14.6,14.92,13.56,14.57,15.99,13.95,15.5,13.98,13.53 "TensorFlow 2.12 - Device: GPU - Batch Size: 16 - Model: VGG-16", Higher Results Are Better "NVIDIA RTX 4070 SUPER",1.48,1.48 "NVIDIA RTX 4070",1.49,1.5 "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090",1.49,1.5,1.49 "TensorFlow 2.12 - Device: GPU - Batch Size: 32 - Model: VGG-16", Higher Results Are Better "NVIDIA RTX 4070 SUPER",1.5,1.5,1.49 "NVIDIA RTX 4070",1.5,1.5,1.5 "NVIDIA RTX 4070 TI",1.5,1.5 "NVIDIA RTX 3090",1.5,1.5,1.5 "TensorFlow 2.12 - Device: GPU - Batch Size: 64 - Model: VGG-16", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070",1.5,1.51,1.5 "NVIDIA RTX 4070 TI",1.5,1.5,1.5 "NVIDIA RTX 3090",1.51,1.51,1.51 "TensorFlow 2.12 - Device: GPU - Batch Size: 16 - Model: AlexNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER",31.38,31.47,31.93 "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI",31.67,31.86,31.58 "NVIDIA RTX 3090",31.98,31.86,32.09 "TensorFlow 2.12 - Device: GPU - Batch Size: 256 - Model: VGG-16", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090",1.51,1.51,1.51 "TensorFlow 2.12 - Device: GPU - Batch Size: 32 - Model: AlexNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER",33.2,33.5 "NVIDIA RTX 4070",33.64,33.03,33.28 "NVIDIA RTX 4070 TI",33.36,33.3,33.21 "NVIDIA RTX 3090",33.44,33.56,33.6 "TensorFlow 2.12 - Device: GPU - Batch Size: 512 - Model: VGG-16", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "TensorFlow 2.12 - Device: GPU - Batch Size: 64 - Model: AlexNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070",34.21,33.82,33.76 "NVIDIA RTX 4070 TI",34.06,34.16,33.95 "NVIDIA RTX 3090",34.08,33.84,33.87 "TensorFlow 2.12 - Device: GPU - Batch Size: 1 - Model: GoogLeNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER",12.45,12.78 "NVIDIA RTX 4070",12.73,12.64,12.96 "NVIDIA RTX 4070 TI",12.49,13.09 "NVIDIA RTX 3090",12.71,12.95,12.8 "TensorFlow 2.12 - Device: GPU - Batch Size: 1 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070",4.35,4.33,4.33 "NVIDIA RTX 4070 TI",4.3,4.33 "NVIDIA RTX 3090",4.4,4.32,4.32 "TensorFlow 2.12 - Device: GPU - Batch Size: 256 - Model: AlexNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER",34.17,34.14,34.16 "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI",34.68,34.54 "NVIDIA RTX 3090",34.38,34.59,34.41 "TensorFlow 2.12 - Device: GPU - Batch Size: 512 - Model: AlexNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER",35.08,35.11 "NVIDIA RTX 4070",35.15,35.21,35.26 "NVIDIA RTX 4070 TI",35.53,35.34 "NVIDIA RTX 3090",35.56,35.58,35.59 "TensorFlow 2.12 - Device: GPU - Batch Size: 16 - Model: GoogLeNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER",15.69,15.61,15.7 "NVIDIA RTX 4070",15.64,15.71,15.63 "NVIDIA RTX 4070 TI",15.61,15.64,15.83 "NVIDIA RTX 3090",15.77,15.65,15.61 "TensorFlow 2.12 - Device: GPU - Batch Size: 16 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",5.45,5.46 "NVIDIA RTX 4070",5.45,5.53,5.48 "NVIDIA RTX 4070 TI",5.45,5.47,5.46 "NVIDIA RTX 3090",5.5,5.49,5.49 "TensorFlow 2.12 - Device: GPU - Batch Size: 32 - Model: GoogLeNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER",15.62,15.59 "NVIDIA RTX 4070",15.67,15.58,15.64 "NVIDIA RTX 4070 TI",15.87,15.79,15.78 "NVIDIA RTX 3090",15.61,15.79,15.61 "TensorFlow 2.12 - Device: GPU - Batch Size: 32 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",5.52,5.49 "NVIDIA RTX 4070",5.54,5.56 "NVIDIA RTX 4070 TI",5.47,5.49,5.54 "NVIDIA RTX 3090",5.57,5.54,5.59 "TensorFlow 2.12 - Device: GPU - Batch Size: 64 - Model: GoogLeNet", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070",15.63,15.41,15.57 "NVIDIA RTX 4070 TI",15.44,15.56 "NVIDIA RTX 3090",15.66,15.48,15.76 "TensorFlow 2.12 - Device: GPU - Batch Size: 64 - Model: ResNet-50", Higher Results Are Better "NVIDIA RTX 4070 SUPER",5.56,5.53 "NVIDIA RTX 4070",5.54,5.55,5.55 "NVIDIA RTX 4070 TI",5.52,5.53 "NVIDIA RTX 3090",5.55,5.58,5.58 "ViennaCL 1.7.1 - Test: CPU BLAS - sCOPY", Higher Results Are Better "NVIDIA RTX 4070 SUPER",133,130,134 "NVIDIA RTX 4070",132,129,133 "NVIDIA RTX 4070 TI",131,134,132 "NVIDIA RTX 3090",131,130,134 "ViennaCL 1.7.1 - Test: CPU BLAS - sAXPY", Higher Results Are Better "NVIDIA RTX 4070 SUPER",154,153,160 "NVIDIA RTX 4070",156,144,160 "NVIDIA RTX 4070 TI",158,152,158 "NVIDIA RTX 3090",155,154,154 "ViennaCL 1.7.1 - Test: CPU BLAS - sDOT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",163,161,170 "NVIDIA RTX 4070",166,159,172 "NVIDIA RTX 4070 TI",169,163,171 "NVIDIA RTX 3090",167,168,61.3 "ViennaCL 1.7.1 - Test: CPU BLAS - dCOPY", Higher Results Are Better "NVIDIA RTX 4070 SUPER",71.1,70.2,71.2 "NVIDIA RTX 4070",70.8,70.7,71.5 "NVIDIA RTX 4070 TI",69.8,72.2,71.8 "NVIDIA RTX 3090",69.6,69.3,71.6 "ViennaCL 1.7.1 - Test: CPU BLAS - dAXPY", Higher Results Are Better "NVIDIA RTX 4070 SUPER",87.4,87,87.2 "NVIDIA RTX 4070",87.1,85.9,87.3 "NVIDIA RTX 4070 TI",86.2,88,87.8 "NVIDIA RTX 3090",84.8,85.9,88 "ViennaCL 1.7.1 - Test: CPU BLAS - dDOT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",96.8,96.7,97 "NVIDIA RTX 4070",96.4,97.1,96.5 "NVIDIA RTX 4070 TI",95.2,97,96.9 "NVIDIA RTX 3090",94.6,94.2,96.9 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMV-N", Higher Results Are Better "NVIDIA RTX 4070 SUPER",102,103,102 "NVIDIA RTX 4070",103,102,103 "NVIDIA RTX 4070 TI",103,103,102 "NVIDIA RTX 3090",101,104,103 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMV-T", Higher Results Are Better "NVIDIA RTX 4070 SUPER",109,110,109 "NVIDIA RTX 4070",110,109,109 "NVIDIA RTX 4070 TI",109,90.1,109 "NVIDIA RTX 3090",110,110,111 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-NN", Higher Results Are Better "NVIDIA RTX 4070 SUPER",124,122,111 "NVIDIA RTX 4070",120,121,126 "NVIDIA RTX 4070 TI",117,119,115 "NVIDIA RTX 3090",111,112,117 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-NT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",120,118,113 "NVIDIA RTX 4070",125,119,123 "NVIDIA RTX 4070 TI",116,117,120 "NVIDIA RTX 3090",124,113,121 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-TN", Higher Results Are Better "NVIDIA RTX 4070 SUPER",114,116 "NVIDIA RTX 4070",121,125,117 "NVIDIA RTX 4070 TI",128,121,126 "NVIDIA RTX 3090",120,118,125 "ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-TT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",125,123,118 "NVIDIA RTX 4070",116,117,120 "NVIDIA RTX 4070 TI",120,127,125 "NVIDIA RTX 3090",113,115,112 "ViennaCL 1.7.1 - Test: OpenCL BLAS - sCOPY", Higher Results Are Better "NVIDIA RTX 4070 SUPER",334,334,335 "NVIDIA RTX 4070",330,330,329 "NVIDIA RTX 4070 TI",336,336,336 "NVIDIA RTX 3090",365,362,362 "ViennaCL 1.7.1 - Test: OpenCL BLAS - sAXPY", Higher Results Are Better "NVIDIA RTX 4070 SUPER",392,392,392 "NVIDIA RTX 4070",389,389,389 "NVIDIA RTX 4070 TI",393,393,393 "NVIDIA RTX 3090",498,497,499 "ViennaCL 1.7.1 - Test: OpenCL BLAS - sDOT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",370,370,370 "NVIDIA RTX 4070",362,362,362 "NVIDIA RTX 4070 TI",365,365,365 "NVIDIA RTX 3090",376,375,377 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dCOPY", Higher Results Are Better "NVIDIA RTX 4070 SUPER",424,423,423 "NVIDIA RTX 4070",423,423,423 "NVIDIA RTX 4070 TI",424,424,424 "NVIDIA RTX 3090",606,605,604 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dAXPY", Higher Results Are Better "NVIDIA RTX 4070 SUPER",437,437,437 "NVIDIA RTX 4070",455,455,455 "NVIDIA RTX 4070 TI",436,437,437 "NVIDIA RTX 3090",725,724,723 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dDOT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",458,458,458 "NVIDIA RTX 4070",456,456,456 "NVIDIA RTX 4070 TI",457,457,457 "NVIDIA RTX 3090",660,659,657 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMV-N", Higher Results Are Better "NVIDIA RTX 4070 SUPER",209,210,210 "NVIDIA RTX 4070",209,208,209 "NVIDIA RTX 4070 TI",211,212,211 "NVIDIA RTX 3090",187,187,186 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMV-T", Higher Results Are Better "NVIDIA RTX 4070 SUPER",389,389,389 "NVIDIA RTX 4070",387,387,387 "NVIDIA RTX 4070 TI",391,391,392 "NVIDIA RTX 3090", "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-NN", Higher Results Are Better "NVIDIA RTX 4070 SUPER",577,577,577 "NVIDIA RTX 4070",473,472,473 "NVIDIA RTX 4070 TI",605,604,604 "NVIDIA RTX 3090",596,592,588 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-NT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",584,584,584 "NVIDIA RTX 4070",477,476,477 "NVIDIA RTX 4070 TI",613,612,612 "NVIDIA RTX 3090",599,596,591 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-TN", Higher Results Are Better "NVIDIA RTX 4070 SUPER",599,599,599 "NVIDIA RTX 4070",494,493,494 "NVIDIA RTX 4070 TI",635,633,633 "NVIDIA RTX 3090",597,594,590 "ViennaCL 1.7.1 - Test: OpenCL BLAS - dGEMM-TT", Higher Results Are Better "NVIDIA RTX 4070 SUPER",613,613,613 "NVIDIA RTX 4070",502,501,502 "NVIDIA RTX 4070 TI",649,648,648 "NVIDIA RTX 3090", "VkFFT 1.2.31 - Test: FFT + iFFT R2C / C2R", Higher Results Are Better "NVIDIA RTX 4070 SUPER",56335,49306,49411,55157,55588,54331,55307,54435,57098,54161,57091,56645,59558,54600,52880 "NVIDIA RTX 4070",47874,47941,44921,44207,46141,43963,45546,48229,45817,45058,48367,51657,52534 "NVIDIA RTX 4070 TI",55869,56058,54411 "NVIDIA RTX 3090",48668,48805,47782 "VkFFT 1.2.31 - Test: FFT + iFFT C2C 1D batched in half precision", Higher Results Are Better "NVIDIA RTX 4070 SUPER",131782,131399,131934 "NVIDIA RTX 4070",139006,139121,135159 "NVIDIA RTX 4070 TI",138101,137729,132800 "NVIDIA RTX 3090",272929,273483,273250 "VkFFT 1.2.31 - Test: FFT + iFFT C2C Bluestein in single precision", Higher Results Are Better "NVIDIA RTX 4070 SUPER",14962,15247,15288 "NVIDIA RTX 4070",13808,13707,13628 "NVIDIA RTX 4070 TI",15132,14916,15326 "NVIDIA RTX 3090",14306,13974,14334 "VkFFT 1.2.31 - Test: FFT + iFFT C2C 1D batched in double precision", Higher Results Are Better "NVIDIA RTX 4070 SUPER",24561,24054,24337 "NVIDIA RTX 4070",22559,22144,22468 "NVIDIA RTX 4070 TI",26005,25308,24979 "NVIDIA RTX 3090",30817,30990,30929 "VkFFT 1.2.31 - Test: FFT + iFFT C2C 1D batched in single precision", Higher Results Are Better "NVIDIA RTX 4070 SUPER",73926,73917,73944 "NVIDIA RTX 4070",77790,77786,77747 "NVIDIA RTX 4070 TI",73942,73941,73944 "NVIDIA RTX 3090",141873,141894,141861 "VkFFT 1.2.31 - Test: FFT + iFFT C2C multidimensional in single precision", Higher Results Are Better "NVIDIA RTX 4070 SUPER",50605,52752,49037,48309,48884,51294,51330,47187,51059,50524,49155,50418,52233,52098,49601 "NVIDIA RTX 4070",45998,47966,48637,46691,46767 "NVIDIA RTX 4070 TI",49515,51978,48982,52746,50637,50627,49055,52829,53879,52118,53061,51875,52880,49820,52916 "NVIDIA RTX 3090",51343,52431,48548,51174,48785,52795,49570,48347,49651,50363,51718,50940,52900,51516,52762 "VkFFT 1.2.31 - Test: FFT + iFFT C2C Bluestein benchmark in double precision", Higher Results Are Better "NVIDIA RTX 4070 SUPER",4426,4467,4459 "NVIDIA RTX 4070",3881,3882,3895 "NVIDIA RTX 4070 TI",4670,4637,4635 "NVIDIA RTX 3090",4215,4186,4185 "VkFFT 1.2.31 - Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling", Higher Results Are Better "NVIDIA RTX 4070 SUPER",75100,75129,75004 "NVIDIA RTX 4070",79052,79051,79069 "NVIDIA RTX 4070 TI",75098,75195,75130 "NVIDIA RTX 3090",144243,144372,144319 "vkpeak 20230730 - ", Higher Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "vkpeak 20230730 - fp32-scalar", Higher Results Are Better "NVIDIA RTX 3090",20335.03,20233.75,20220.6 "NVIDIA RTX 3090",20489.96,20236.07,20233.36 "NVIDIA RTX 3090",20495.02,20246.33,20211.53 "NVIDIA RTX 3090",20601.25,20226.23,20234.38 "vkpeak 20230730 - fp32-vec4", Higher Results Are Better "NVIDIA RTX 3090",26565.89,26564.45,26560.82 "NVIDIA RTX 3090",26771.89,26558.49,26561.38 "NVIDIA RTX 3090",27179.89,26563.83,26557.91 "NVIDIA RTX 3090",26973.32,26561.86,26563.79 "vkpeak 20230730 - fp16-scalar", Higher Results Are Better "NVIDIA RTX 3090",20011.05,20114.45,20115.91 "NVIDIA RTX 3090",20169.69,20052.25,20117.1 "NVIDIA RTX 3090",20220.61,20130.49,20051.09 "NVIDIA RTX 3090",20220.01,20118.4,20115.9 "vkpeak 20230730 - fp16-vec4", Higher Results Are Better "NVIDIA RTX 3090",39632.57,39843.34,39840 "NVIDIA RTX 3090",39939.49,39727.63,39838.5 "NVIDIA RTX 3090",39885.84,39627.98,39726.91 "NVIDIA RTX 3090",39885.84,39844.19,39852.36 "vkpeak 20230730 - fp64-scalar", Higher Results Are Better "NVIDIA RTX 3090",638.72,638.64,638.74 "NVIDIA RTX 3090",638.74,638.8,638.72 "NVIDIA RTX 3090",638.75,638.81,638.74 "NVIDIA RTX 3090",638.73,638.87,638.92 "vkpeak 20230730 - fp64-vec4", Higher Results Are Better "NVIDIA RTX 3090",638.74,638.69,638.73 "NVIDIA RTX 3090", "NVIDIA RTX 3090",638.78,640.97,638.82 "NVIDIA RTX 3090",638.74,638.73,638.74 "vkpeak 20230730 - int32-scalar", Higher Results Are Better "NVIDIA RTX 3090",20283.61,20283.47,20273.92 "NVIDIA RTX 3090",20315.62,20296.29,20259 "NVIDIA RTX 3090",20348.61,20298.02,20298.66 "NVIDIA RTX 3090",20298.81,20290.8,20296.19 "vkpeak 20230730 - int32-vec4", Higher Results Are Better "NVIDIA RTX 3090",19992.26,19998.88,19999.62 "NVIDIA RTX 3090",20048.99,20001.29,20000.91 "NVIDIA RTX 3090",20024.3,20048.82,19943.43 "NVIDIA RTX 3090",20022.87,20006.2,20000.12 "vkpeak 20230730 - int16-scalar", Higher Results Are Better "NVIDIA RTX 3090",13259.55,13260.22,13260.13 "NVIDIA RTX 3090",13294.2,13263.63,13262.75 "NVIDIA RTX 3090",13270.57,13191.62,13213.32 "NVIDIA RTX 3090",13270.57,13261.83,13262.33 "vkpeak 20230730 - int16-vec4", Higher Results Are Better "NVIDIA RTX 3090",16328.62,16333.89,16330.98 "NVIDIA RTX 3090",16357.28,16330.4,16327 "NVIDIA RTX 3090",16335.89,16326.55,16245.29 "NVIDIA RTX 3090",16330.85,16327.19,16331.12 "VkResample 1.0 - Upscale: 2x - Precision: Double", Lower Results Are Better "NVIDIA RTX 4070 SUPER",340.084,339.657,339.039 "NVIDIA RTX 4070",416.678,414.645,414.157 "NVIDIA RTX 4070 TI",321.358,322.371,322.462 "NVIDIA RTX 3090",333.11,333.643,334.164 "VkResample 1.0 - Upscale: 2x - Precision: Single", Lower Results Are Better "NVIDIA RTX 4070 SUPER",18.492,18.486,18.489 "NVIDIA RTX 4070",18.015,18.012,18.02 "NVIDIA RTX 4070 TI",18.456,18.454,18.458 "NVIDIA RTX 3090",10.329,10.321,10.318 "Waifu2x-NCNN Vulkan 20200818 - Scale: 2x - Denoise: 3 - TAA: No", Lower Results Are Better "NVIDIA RTX 4070 SUPER", "NVIDIA RTX 4070", "NVIDIA RTX 4070 TI", "NVIDIA RTX 3090", "Waifu2x-NCNN Vulkan 20200818 - Scale: 2x - Denoise: 3 - TAA: Yes", Lower Results Are Better "NVIDIA RTX 4070 SUPER",2.842,2.841,2.882 "NVIDIA RTX 4070",3.145,3.223,3.135 "NVIDIA RTX 4070 TI",2.87,2.854,2.838 "NVIDIA RTX 3090",3.201,3.222,3.183