Intel Core i9-13900K testing with a ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS) and NVIDIA GeForce RTX 4070 Ti 12GB 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 2401307-NE-2401299NE85
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",
"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
"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
"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
"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
"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
"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",
"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",
"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",
"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",
"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",
"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",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"LeelaChessZero 0.30 - Backend: OpenCL",
Higher Results Are Better
"NVIDIA RTX 4070 SUPER",
"NVIDIA RTX 4070",
"NVIDIA RTX 4070 TI",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"OctaneBench 2020.1 - Total Score",
Higher Results Are Better
"NVIDIA RTX 4070 SUPER",
"NVIDIA RTX 4070",
"NVIDIA RTX 4070 TI",
"PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL",
Higher Results Are Better
"NVIDIA RTX 4070 SUPER",
"NVIDIA RTX 4070",
"NVIDIA RTX 4070 TI",
"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",
"PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL",
Higher Results Are Better
"NVIDIA RTX 4070 SUPER",
"NVIDIA RTX 4070",
"NVIDIA RTX 4070 TI",
"PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL",
Higher Results Are Better
"NVIDIA RTX 4070 SUPER",
"NVIDIA RTX 4070",
"NVIDIA RTX 4070 TI",
"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",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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",
"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
"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
"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
"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",
"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
"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",
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"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
"vkpeak 20230730 - ",
Higher Results Are Better
"NVIDIA RTX 4070 SUPER",
"NVIDIA RTX 4070",
"NVIDIA RTX 4070 TI",
"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
"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
"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",
"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