RTX 4070 SUPER
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.


NVIDIA RTX 4070 SUPER: 

	Processor: Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads), Motherboard: ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS), Chipset: Intel Device 7a27, Memory: 32GB, Disk: 4001GB Seagate ZP4000GP304001, Graphics: ASUS NVIDIA GeForce RTX 4070 SUPER 12GB, Audio: Realtek ALC1220, Monitor: ARZOPA, Network: Intel I226-V + Intel Device 7a70

	OS: EndeavourOS rolling, Kernel: 6.7.1-arch1-1 (x86_64), Desktop: KDE Plasma 5.27.10, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.40.07, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.4.74, Compiler: GCC 13.2.1 20230801, File-System: ext4, Screen Resolution: 1920x1080

NVIDIA RTX 4070: 

	Processor: Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads), Motherboard: ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS), Chipset: Intel Device 7a27, Memory: 32GB, Disk: 4001GB Seagate ZP4000GP304001, Graphics: MSI NVIDIA GeForce RTX 4070 12GB, Audio: Realtek ALC1220, Monitor: ARZOPA, Network: Intel I226-V + Intel Device 7a70

	OS: EndeavourOS rolling, Kernel: 6.7.1-arch1-1 (x86_64), Desktop: KDE Plasma 5.27.10, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.40.07, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.4.74, Compiler: GCC 13.2.1 20230801 + CUDA 12.3, File-System: ext4, Screen Resolution: 1920x1080

NVIDIA RTX 4070 TI: 

	Processor: Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads), Motherboard: ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS), Chipset: Intel Device 7a27, Memory: 32GB, Disk: 4001GB Seagate ZP4000GP304001, Graphics: NVIDIA GeForce RTX 4070 Ti 12GB, Audio: Realtek ALC1220, Monitor: ARZOPA, Network: Intel I226-V + Intel Device 7a70

	OS: EndeavourOS rolling, Kernel: 6.7.1-arch1-1 (x86_64), Desktop: KDE Plasma 5.27.10, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.40.07, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.4.74, Compiler: GCC 13.2.1 20230801 + CUDA 12.3, File-System: ext4, Screen Resolution: 1920x1080


TensorFlow 2.12
Device: GPU - Batch Size: 64 - Model: VGG-16
images/sec > Higher Is Better
NVIDIA RTX 4070 ....... 1.50 |=================================================
NVIDIA RTX 4070 TI .... 1.50 |=================================================


TensorFlow 2.12
Device: GPU - Batch Size: 256 - Model: VGG-16
images/sec > Higher Is Better
NVIDIA RTX 4070 TI .... 1.5 |==================================================


TensorFlow 2.12
Device: GPU - Batch Size: 32 - Model: VGG-16
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 1.50 |=================================================
NVIDIA RTX 4070 ....... 1.50 |=================================================
NVIDIA RTX 4070 TI .... 1.50 |=================================================


TensorFlow 2.12
Device: GPU - Batch Size: 512 - Model: AlexNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 35.10 |================================================
NVIDIA RTX 4070 ....... 35.21 |================================================
NVIDIA RTX 4070 TI .... 35.44 |================================================


TensorFlow 2.12
Device: GPU - Batch Size: 64 - Model: ResNet-50
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 5.55 |=================================================
NVIDIA RTX 4070 ....... 5.55 |=================================================
NVIDIA RTX 4070 TI .... 5.53 |=================================================


NCNN 20230517
Target: Vulkan GPU - Model: googlenet
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 11.04 |================================================
NVIDIA RTX 4070 ....... 6.06  |==========================
NVIDIA RTX 4070 TI .... 5.87  |==========================
NVIDIA RTX 4070 TI .... 7.37  |================================


NCNN 20230517
Target: Vulkan GPU - Model: blazeface
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 0.84 |=================================================
NVIDIA RTX 4070 ....... 0.84 |=================================================
NVIDIA RTX 4070 TI .... 0.81 |===============================================
NVIDIA RTX 4070 TI .... 0.82 |================================================


NCNN 20230517
Target: Vulkan GPU - Model: FastestDet
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 2.86 |==============================================
NVIDIA RTX 4070 ....... 2.34 |======================================
NVIDIA RTX 4070 ....... 2.67 |===========================================
NVIDIA RTX 4070 TI .... 2.84 |==============================================
NVIDIA RTX 4070 TI .... 3.04 |=================================================


NCNN 20230517
Target: Vulkan GPU - Model: vision_transformer
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 844.61 |===============================================
NVIDIA RTX 4070 ....... 281.56 |================
NVIDIA RTX 4070 ....... 382.82 |=====================
NVIDIA RTX 4070 TI .... 390.18 |======================
NVIDIA RTX 4070 TI .... 497.66 |============================


NCNN 20230517
Target: Vulkan GPU - Model: regnety_400m
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 11.11 |================================================
NVIDIA RTX 4070 ....... 6.50  |============================
NVIDIA RTX 4070 ....... 6.21  |===========================
NVIDIA RTX 4070 TI .... 5.97  |==========================
NVIDIA RTX 4070 TI .... 5.89  |=========================


NCNN 20230517
Target: Vulkan GPU - Model: squeezenet_ssd
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 6.86 |=================================================
NVIDIA RTX 4070 ....... 5.27 |======================================
NVIDIA RTX 4070 ....... 5.18 |=====================================
NVIDIA RTX 4070 TI .... 5.36 |======================================
NVIDIA RTX 4070 TI .... 6.13 |============================================


NCNN 20230517
Target: Vulkan GPU - Model: yolov4-tiny
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 63.82 |================================================
NVIDIA RTX 4070 ....... 25.11 |===================
NVIDIA RTX 4070 ....... 20.74 |================
NVIDIA RTX 4070 TI .... 16.47 |============
NVIDIA RTX 4070 TI .... 16.37 |============


NCNN 20230517
Target: Vulkan GPU - Model: resnet50
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 46.26 |================================================
NVIDIA RTX 4070 ....... 8.24  |=========
NVIDIA RTX 4070 ....... 8.72  |=========
NVIDIA RTX 4070 TI .... 14.32 |===============
NVIDIA RTX 4070 TI .... 12.25 |=============


NCNN 20230517
Target: Vulkan GPU - Model: alexnet
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 16.17 |================================================
NVIDIA RTX 4070 ....... 9.33  |============================
NVIDIA RTX 4070 ....... 5.78  |=================
NVIDIA RTX 4070 TI .... 3.74  |===========
NVIDIA RTX 4070 TI .... 6.07  |==================


NCNN 20230517
Target: Vulkan GPU - Model: resnet18
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 8.97 |=================================================
NVIDIA RTX 4070 ....... 8.58 |===============================================
NVIDIA RTX 4070 ....... 5.11 |============================
NVIDIA RTX 4070 TI .... 5.47 |==============================
NVIDIA RTX 4070 TI .... 7.74 |==========================================


NCNN 20230517
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 117.81 |===============================================
NVIDIA RTX 4070 ....... 54.54  |======================
NVIDIA RTX 4070 ....... 45.52  |==================
NVIDIA RTX 4070 TI .... 32.05  |=============
NVIDIA RTX 4070 TI .... 34.49  |==============


NCNN 20230517
Target: Vulkan GPU - Model: efficientnet-b0
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 5.07 |=================================================
NVIDIA RTX 4070 ....... 3.46 |=================================
NVIDIA RTX 4070 ....... 3.59 |===================================
NVIDIA RTX 4070 TI .... 3.49 |==================================
NVIDIA RTX 4070 TI .... 3.46 |=================================


NCNN 20230517
Target: Vulkan GPU - Model: mnasnet
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 3.85 |==============================================
NVIDIA RTX 4070 ....... 2.22 |==========================
NVIDIA RTX 4070 ....... 2.24 |===========================
NVIDIA RTX 4070 TI .... 2.30 |===========================
NVIDIA RTX 4070 TI .... 4.14 |=================================================


NCNN 20230517
Target: Vulkan GPU - Model: shufflenet-v2
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 2.31 |=================================================
NVIDIA RTX 4070 ....... 2.11 |=============================================
NVIDIA RTX 4070 ....... 2.08 |============================================
NVIDIA RTX 4070 TI .... 2.03 |===========================================
NVIDIA RTX 4070 TI .... 2.01 |===========================================


NCNN 20230517
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 3.03 |================================
NVIDIA RTX 4070 ....... 4.69 |=================================================
NVIDIA RTX 4070 ....... 2.48 |==========================
NVIDIA RTX 4070 TI .... 2.43 |=========================
NVIDIA RTX 4070 TI .... 2.54 |===========================


NCNN 20230517
Target: Vulkan GPU - Model: mobilenet
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 8.62  |=========================================
NVIDIA RTX 4070 ....... 10.14 |================================================
NVIDIA RTX 4070 ....... 7.20  |==================================
NVIDIA RTX 4070 TI .... 8.43  |========================================
NVIDIA RTX 4070 TI .... 7.45  |===================================


NCNN 20230517
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 2.25 |=============
NVIDIA RTX 4070 ....... 8.71 |=================================================
NVIDIA RTX 4070 ....... 2.15 |============
NVIDIA RTX 4070 TI .... 2.09 |============


TensorFlow 2.12
Device: GPU - Batch Size: 16 - Model: VGG-16
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 1.48 |================================================
NVIDIA RTX 4070 ....... 1.50 |=================================================
NVIDIA RTX 4070 TI .... 1.49 |=================================================


TensorFlow 2.12
Device: GPU - Batch Size: 32 - Model: ResNet-50
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 5.51 |=================================================
NVIDIA RTX 4070 ....... 5.55 |=================================================
NVIDIA RTX 4070 TI .... 5.50 |=================================================


TensorFlow 2.12
Device: GPU - Batch Size: 256 - Model: AlexNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 34.16 |===============================================
NVIDIA RTX 4070 TI .... 34.61 |================================================


TensorFlow 2.12
Device: GPU - Batch Size: 64 - Model: GoogLeNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 15.52 |================================================
NVIDIA RTX 4070 ....... 15.54 |================================================
NVIDIA RTX 4070 TI .... 15.50 |================================================


TensorFlow 2.12
Device: GPU - Batch Size: 16 - Model: ResNet-50
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 5.46 |=================================================
NVIDIA RTX 4070 ....... 5.49 |=================================================
NVIDIA RTX 4070 TI .... 5.46 |=================================================


TensorFlow 2.12
Device: GPU - Batch Size: 32 - Model: GoogLeNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 15.61 |===============================================
NVIDIA RTX 4070 ....... 15.63 |===============================================
NVIDIA RTX 4070 TI .... 15.81 |================================================


GpuOwl 7.2.1
Exponent: 77936867
Iterations / Second > Higher Is Better
NVIDIA RTX 4070 SUPER . 646.41 |=============================================
NVIDIA RTX 4070 ....... 530.32 |=====================================
NVIDIA RTX 4070 TI .... 676.59 |===============================================


TensorFlow 2.12
Device: GPU - Batch Size: 64 - Model: AlexNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 33.97 |================================================
NVIDIA RTX 4070 ....... 33.93 |================================================
NVIDIA RTX 4070 TI .... 34.06 |================================================


GpuOwl 7.2.1
Exponent: 332220523
Iterations / Second > Higher Is Better
NVIDIA RTX 4070 SUPER . 137.44 |============================================
NVIDIA RTX 4070 ....... 112.61 |====================================
NVIDIA RTX 4070 TI .... 145.84 |===============================================


OctaneBench 2020.1
Total Score
Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 720.97 |==============================================
NVIDIA RTX 4070 ....... 648.00 |=========================================
NVIDIA RTX 4070 TI .... 735.94 |===============================================


VkFFT 1.2.31
Test: FFT + iFFT C2C multidimensional in single precision
Benchmark Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 50299 |===============================================
NVIDIA RTX 4070 ....... 47212 |============================================
NVIDIA RTX 4070 TI .... 51528 |================================================


GpuOwl 7.2.1
Exponent: 57885161
Iterations / Second > Higher Is Better
NVIDIA RTX 4070 SUPER . 869.07 |============================================
NVIDIA RTX 4070 ....... 714.80 |=====================================
NVIDIA RTX 4070 TI .... 919.13 |===============================================


TensorFlow 2.12
Device: GPU - Batch Size: 16 - Model: GoogLeNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 15.67 |================================================
NVIDIA RTX 4070 ....... 15.66 |================================================
NVIDIA RTX 4070 TI .... 15.69 |================================================


TensorFlow 2.12
Device: GPU - Batch Size: 512 - Model: VGG-16
images/sec > Higher Is Better


VkFFT 1.2.31
Test: FFT + iFFT C2C Bluestein benchmark in double precision
Benchmark Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 4451 |===============================================
NVIDIA RTX 4070 ....... 3886 |=========================================
NVIDIA RTX 4070 TI .... 4647 |=================================================


vkpeak 20230730

GFLOPS > Higher Is Better


FAHBench 2.3.2

Ns Per Day > Higher Is Better
NVIDIA RTX 4070 SUPER . 366.06 |=============================================
NVIDIA RTX 4070 ....... 317.20 |=======================================
NVIDIA RTX 4070 TI .... 382.16 |===============================================


TensorFlow 2.12
Device: GPU - Batch Size: 32 - Model: AlexNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 33.40 |================================================
NVIDIA RTX 4070 ....... 33.32 |================================================
NVIDIA RTX 4070 TI .... 33.29 |================================================


VkResample 1.0
Upscale: 2x - Precision: Double
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 339.59 |======================================
NVIDIA RTX 4070 ....... 415.16 |===============================================
NVIDIA RTX 4070 TI .... 322.06 |====================================


IndigoBench 4.4
Acceleration: OpenCL GPU - Scene: Bedroom
M samples/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 19.80 |===============================================
NVIDIA RTX 4070 ....... 18.20 |===========================================
NVIDIA RTX 4070 TI .... 20.26 |================================================


IndigoBench 4.4
Acceleration: OpenCL GPU - Scene: Supercar
M samples/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 52.81 |===============================================
NVIDIA RTX 4070 ....... 48.52 |===========================================
NVIDIA RTX 4070 TI .... 53.59 |================================================


VkFFT 1.2.31
Test: FFT + iFFT C2C 1D batched in double precision
Benchmark Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 24317 |==============================================
NVIDIA RTX 4070 ....... 22390 |==========================================
NVIDIA RTX 4070 TI .... 25431 |================================================


LuxCoreRender 2.6
Scene: LuxCore Benchmark - Acceleration: GPU
M samples/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 12.82 |===============================================
NVIDIA RTX 4070 ....... 10.92 |========================================
NVIDIA RTX 4070 TI .... 13.23 |================================================


LuxCoreRender 2.6
Scene: DLSC - Acceleration: GPU
M samples/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 13.59 |===============================================
NVIDIA RTX 4070 ....... 11.74 |========================================
NVIDIA RTX 4070 TI .... 13.95 |================================================


VkFFT 1.2.31
Test: FFT + iFFT C2C Bluestein in single precision
Benchmark Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 15166 |================================================
NVIDIA RTX 4070 ....... 13714 |===========================================
NVIDIA RTX 4070 TI .... 15125 |================================================


LuxCoreRender 2.6
Scene: Orange Juice - Acceleration: GPU
M samples/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 11.72 |===============================================
NVIDIA RTX 4070 ....... 10.40 |==========================================
NVIDIA RTX 4070 TI .... 11.89 |================================================


LuxCoreRender 2.6
Scene: Danish Mood - Acceleration: GPU
M samples/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 10.56 |==============================================
NVIDIA RTX 4070 ....... 8.89  |=======================================
NVIDIA RTX 4070 TI .... 10.99 |================================================


VkFFT 1.2.31
Test: FFT + iFFT R2C / C2R
Benchmark Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 54794 |===============================================
NVIDIA RTX 4070 ....... 47097 |=========================================
NVIDIA RTX 4070 TI .... 55446 |================================================


Blender 4.0
Blend File: Barbershop - Compute: NVIDIA OptiX
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 51.30 |==========================================
NVIDIA RTX 4070 ....... 58.44 |================================================
NVIDIA RTX 4070 TI .... 50.73 |==========================================


TensorFlow 2.12
Device: GPU - Batch Size: 1 - Model: VGG-16
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 1.35 |================================================
NVIDIA RTX 4070 ....... 1.36 |================================================
NVIDIA RTX 4070 TI .... 1.38 |=================================================


VkFFT 1.2.31
Test: FFT + iFFT C2C 1D batched in single precision
Benchmark Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 73929 |==============================================
NVIDIA RTX 4070 ....... 77774 |================================================
NVIDIA RTX 4070 TI .... 73942 |==============================================


VkFFT 1.2.31
Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling
Benchmark Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 75078 |==============================================
NVIDIA RTX 4070 ....... 79057 |================================================
NVIDIA RTX 4070 TI .... 75141 |==============================================


TensorFlow 2.12
Device: GPU - Batch Size: 16 - Model: AlexNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 31.59 |================================================
NVIDIA RTX 4070 ....... 31.45 |================================================
NVIDIA RTX 4070 TI .... 31.70 |================================================


Libplacebo 5.229.1
Test: av1_grain_lap
FPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 4171.00 |==============================================
NVIDIA RTX 4070 ....... 4103.40 |=============================================
NVIDIA RTX 4070 ....... 4126.40 |==============================================
NVIDIA RTX 4070 ....... 4152.41 |==============================================
NVIDIA RTX 4070 TI .... 4140.87 |==============================================
NVIDIA RTX 4070 TI .... 4143.96 |==============================================


Libplacebo 5.229.1
Test: hdr_lut
FPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 3905.98 |=============================================
NVIDIA RTX 4070 ....... 3927.11 |=============================================
NVIDIA RTX 4070 ....... 3940.40 |==============================================
NVIDIA RTX 4070 ....... 3946.90 |==============================================
NVIDIA RTX 4070 TI .... 3971.61 |==============================================
NVIDIA RTX 4070 TI .... 3976.04 |==============================================


Libplacebo 5.229.1
Test: hdr_peakdetect
FPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 3292.37 |===========================================
NVIDIA RTX 4070 ....... 3310.02 |===========================================
NVIDIA RTX 4070 ....... 3452.43 |=============================================
NVIDIA RTX 4070 ....... 3329.26 |===========================================
NVIDIA RTX 4070 TI .... 3544.60 |==============================================
NVIDIA RTX 4070 TI .... 3475.06 |=============================================


Libplacebo 5.229.1
Test: polar_nocompute
FPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 2327.55 |============================================
NVIDIA RTX 4070 ....... 1972.78 |=====================================
NVIDIA RTX 4070 ....... 1969.19 |=====================================
NVIDIA RTX 4070 ....... 1968.37 |=====================================
NVIDIA RTX 4070 TI .... 2461.23 |==============================================
NVIDIA RTX 4070 TI .... 2459.03 |==============================================


Libplacebo 5.229.1
Test: deband_heavy
FPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 2186.70 |============================================
NVIDIA RTX 4070 ....... 1847.98 |=====================================
NVIDIA RTX 4070 ....... 1844.08 |=====================================
NVIDIA RTX 4070 ....... 1843.26 |=====================================
NVIDIA RTX 4070 TI .... 2306.67 |==============================================
NVIDIA RTX 4070 TI .... 2306.56 |==============================================


RealSR-NCNN 20200818
Scale: 4x - TAA: Yes
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 34.89 |=======================================
NVIDIA RTX 4070 ....... 42.85 |================================================
NVIDIA RTX 4070 TI .... 33.63 |======================================


VkFFT 1.2.31
Test: FFT + iFFT C2C 1D batched in half precision
Benchmark Score > Higher Is Better
NVIDIA RTX 4070 SUPER . 131705 |=============================================
NVIDIA RTX 4070 ....... 137762 |===============================================
NVIDIA RTX 4070 TI .... 136210 |==============================================


NAMD CUDA 2.14
ATPase Simulation - 327,506 Atoms
days/ns < Lower Is Better
NVIDIA RTX 4070 SUPER . 0.06791 |==========================================
NVIDIA RTX 4070 ....... 0.07498 |==============================================
NVIDIA RTX 4070 TI .... 0.06788 |==========================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 32 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 102.60 |===============================================
NVIDIA RTX 4070 ....... 102.90 |===============================================
NVIDIA RTX 4070 TI .... 96.50  |============================================


Blender 4.0
Blend File: Fishy Cat - Compute: NVIDIA OptiX
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 9.45  |=========================================
NVIDIA RTX 4070 ....... 11.03 |================================================
NVIDIA RTX 4070 TI .... 9.02  |=======================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 64 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 102.60 |===============================================
NVIDIA RTX 4070 ....... 101.55 |==============================================
NVIDIA RTX 4070 TI .... 103.20 |===============================================


ViennaCL 1.7.1
Test: CPU BLAS - dGEMM-TT
GFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 122 |=================================================
NVIDIA RTX 4070 ....... 118 |================================================
NVIDIA RTX 4070 TI .... 124 |==================================================


ViennaCL 1.7.1
Test: CPU BLAS - dGEMM-TN
GFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 115 |==============================================
NVIDIA RTX 4070 ....... 121 |================================================
NVIDIA RTX 4070 TI .... 125 |==================================================


ViennaCL 1.7.1
Test: CPU BLAS - dGEMM-NT
GFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 117 |================================================
NVIDIA RTX 4070 ....... 122 |==================================================
NVIDIA RTX 4070 TI .... 118 |================================================


ViennaCL 1.7.1
Test: CPU BLAS - dGEMM-NN
GFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 119 |=================================================
NVIDIA RTX 4070 ....... 122 |==================================================
NVIDIA RTX 4070 TI .... 117 |================================================


ViennaCL 1.7.1
Test: CPU BLAS - dGEMV-T
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 109.0 |================================================
NVIDIA RTX 4070 ....... 109.0 |================================================
NVIDIA RTX 4070 TI .... 102.7 |=============================================


ViennaCL 1.7.1
Test: CPU BLAS - dGEMV-N
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 102 |==================================================
NVIDIA RTX 4070 ....... 103 |==================================================
NVIDIA RTX 4070 TI .... 103 |==================================================


ViennaCL 1.7.1
Test: CPU BLAS - dDOT
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 96.8 |=================================================
NVIDIA RTX 4070 ....... 96.7 |=================================================
NVIDIA RTX 4070 TI .... 96.4 |=================================================


ViennaCL 1.7.1
Test: CPU BLAS - dAXPY
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 87.2 |=================================================
NVIDIA RTX 4070 ....... 86.8 |=================================================
NVIDIA RTX 4070 TI .... 87.3 |=================================================


ViennaCL 1.7.1
Test: CPU BLAS - dCOPY
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 70.8 |=================================================
NVIDIA RTX 4070 ....... 71.0 |=================================================
NVIDIA RTX 4070 TI .... 71.3 |=================================================


ViennaCL 1.7.1
Test: CPU BLAS - sDOT
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 165 |=================================================
NVIDIA RTX 4070 ....... 166 |=================================================
NVIDIA RTX 4070 TI .... 168 |==================================================


ViennaCL 1.7.1
Test: CPU BLAS - sAXPY
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 156 |==================================================
NVIDIA RTX 4070 ....... 153 |=================================================
NVIDIA RTX 4070 TI .... 156 |==================================================


ViennaCL 1.7.1
Test: CPU BLAS - sCOPY
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 132 |==================================================
NVIDIA RTX 4070 ....... 131 |==================================================
NVIDIA RTX 4070 TI .... 132 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dGEMM-TT
GFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 613 |===============================================
NVIDIA RTX 4070 ....... 502 |=======================================
NVIDIA RTX 4070 TI .... 648 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dGEMM-TN
GFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 599 |===============================================
NVIDIA RTX 4070 ....... 494 |=======================================
NVIDIA RTX 4070 TI .... 634 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dGEMM-NT
GFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 584 |================================================
NVIDIA RTX 4070 ....... 477 |=======================================
NVIDIA RTX 4070 TI .... 612 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dGEMM-NN
GFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 577 |================================================
NVIDIA RTX 4070 ....... 473 |=======================================
NVIDIA RTX 4070 TI .... 604 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dGEMV-T
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 389 |==================================================
NVIDIA RTX 4070 ....... 387 |=================================================
NVIDIA RTX 4070 TI .... 391 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dGEMV-N
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 210 |==================================================
NVIDIA RTX 4070 ....... 209 |==================================================
NVIDIA RTX 4070 TI .... 211 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dDOT
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 458 |==================================================
NVIDIA RTX 4070 ....... 456 |==================================================
NVIDIA RTX 4070 TI .... 457 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dAXPY
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 437 |================================================
NVIDIA RTX 4070 ....... 455 |==================================================
NVIDIA RTX 4070 TI .... 437 |================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - dCOPY
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 423 |==================================================
NVIDIA RTX 4070 ....... 423 |==================================================
NVIDIA RTX 4070 TI .... 424 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - sDOT
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 370 |==================================================
NVIDIA RTX 4070 ....... 362 |=================================================
NVIDIA RTX 4070 TI .... 365 |=================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - sAXPY
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 392 |==================================================
NVIDIA RTX 4070 ....... 389 |=================================================
NVIDIA RTX 4070 TI .... 393 |==================================================


ViennaCL 1.7.1
Test: OpenCL BLAS - sCOPY
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 334 |==================================================
NVIDIA RTX 4070 ....... 330 |=================================================
NVIDIA RTX 4070 TI .... 336 |==================================================


TensorFlow 2.12
Device: GPU - Batch Size: 1 - Model: ResNet-50
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 4.35 |=================================================
NVIDIA RTX 4070 ....... 4.34 |=================================================
NVIDIA RTX 4070 TI .... 4.32 |=================================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 103.57 |===============================================
NVIDIA RTX 4070 ....... 101.43 |==============================================
NVIDIA RTX 4070 TI .... 103.50 |===============================================


Blender 4.0
Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 14.29 |=========================================
NVIDIA RTX 4070 ....... 16.55 |================================================
NVIDIA RTX 4070 TI .... 13.97 |=========================================


RealSR-NCNN 20200818
Scale: 4x - TAA: No
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 6.323 |===========================================
NVIDIA RTX 4070 ....... 7.092 |================================================
NVIDIA RTX 4070 TI .... 5.962 |========================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 256 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 103.17 |===============================================
NVIDIA RTX 4070 ....... 101.24 |==============================================
NVIDIA RTX 4070 TI .... 103.24 |===============================================


Blender 4.0
Blend File: Classroom - Compute: NVIDIA OptiX
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 12.60 |=========================================
NVIDIA RTX 4070 ....... 14.86 |================================================
NVIDIA RTX 4070 TI .... 12.30 |========================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 64 - Model: ResNet-152
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 196.07 |===============================================
NVIDIA RTX 4070 ....... 186.63 |=============================================
NVIDIA RTX 4070 TI .... 197.02 |===============================================


Blender 4.0
Blend File: BMW27 - Compute: NVIDIA OptiX
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 5.57 |============================================
NVIDIA RTX 4070 ....... 6.21 |=================================================
NVIDIA RTX 4070 TI .... 5.43 |===========================================


ProjectPhysX OpenCL-Benchmark 1.2
Operation: Memory Bandwidth Coalesced Write
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 455.01 |===============================================
NVIDIA RTX 4070 ....... 459.43 |===============================================
NVIDIA RTX 4070 TI .... 457.17 |===============================================


ProjectPhysX OpenCL-Benchmark 1.2
Operation: Memory Bandwidth Coalesced Read
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 464.86 |===============================================
NVIDIA RTX 4070 ....... 465.18 |===============================================
NVIDIA RTX 4070 TI .... 465.07 |===============================================


ProjectPhysX OpenCL-Benchmark 1.2
Operation: INT8 Compute
TIOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 14.31 |============================================
NVIDIA RTX 4070 ....... 12.12 |=====================================
NVIDIA RTX 4070 TI .... 15.73 |================================================


ProjectPhysX OpenCL-Benchmark 1.2
Operation: INT16 Compute
TIOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 17.17 |=============================================
NVIDIA RTX 4070 ....... 14.28 |=====================================
NVIDIA RTX 4070 TI .... 18.28 |================================================


ProjectPhysX OpenCL-Benchmark 1.2
Operation: INT32 Compute
TIOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 19.89 |=============================================
NVIDIA RTX 4070 ....... 16.38 |=====================================
NVIDIA RTX 4070 TI .... 21.05 |================================================


ProjectPhysX OpenCL-Benchmark 1.2
Operation: INT64 Compute
TIOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 4.214 |==============================================
NVIDIA RTX 4070 ....... 3.443 |=====================================
NVIDIA RTX 4070 TI .... 4.420 |================================================


ProjectPhysX OpenCL-Benchmark 1.2
Operation: FP32 Compute
TFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 38.59 |=============================================
NVIDIA RTX 4070 ....... 31.77 |=====================================
NVIDIA RTX 4070 TI .... 40.91 |================================================


ProjectPhysX OpenCL-Benchmark 1.2
Operation: FP64 Compute
TFLOPs/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 0.621 |=============================================
NVIDIA RTX 4070 ....... 0.510 |=====================================
NVIDIA RTX 4070 TI .... 0.660 |================================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 256 - Model: ResNet-152
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 194.58 |===============================================
NVIDIA RTX 4070 ....... 187.27 |=============================================
NVIDIA RTX 4070 TI .... 195.86 |===============================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 16 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
NVIDIA RTX 4070 ....... 103.68 |===============================================
NVIDIA RTX 4070 TI .... 103.45 |===============================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: ResNet-152
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 195.30 |===============================================
NVIDIA RTX 4070 ....... 187.51 |=============================================
NVIDIA RTX 4070 TI .... 194.87 |===============================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 1 - Model: ResNet-50
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 557.73 |===============================================
NVIDIA RTX 4070 ....... 546.76 |==============================================
NVIDIA RTX 4070 TI .... 535.39 |=============================================


VkResample 1.0
Upscale: 2x - Precision: Single
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 18.49 |================================================
NVIDIA RTX 4070 ....... 18.02 |===============================================
NVIDIA RTX 4070 TI .... 18.46 |================================================


TensorFlow 2.12
Device: GPU - Batch Size: 1 - Model: GoogLeNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 12.62 |===============================================
NVIDIA RTX 4070 ....... 12.78 |================================================
NVIDIA RTX 4070 TI .... 12.79 |================================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 16 - Model: ResNet-152
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 195.40 |===============================================
NVIDIA RTX 4070 ....... 187.26 |=============================================
NVIDIA RTX 4070 TI .... 194.29 |===============================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 1 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 106.37 |==============================================
NVIDIA RTX 4070 ....... 107.59 |===============================================
NVIDIA RTX 4070 TI .... 108.59 |===============================================


TensorFlow 2.12
Device: GPU - Batch Size: 1 - Model: AlexNet
images/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 13.92 |=============================================
NVIDIA RTX 4070 ....... 14.04 |==============================================
NVIDIA RTX 4070 TI .... 14.79 |================================================


clpeak 1.1.2
OpenCL Test: Double-Precision Double
GFLOPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 630.11 |============================================
NVIDIA RTX 4070 ....... 515.17 |====================================
NVIDIA RTX 4070 TI .... 667.05 |===============================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 64 - Model: ResNet-50
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 507.45 |===============================================
NVIDIA RTX 4070 ....... 458.36 |==========================================
NVIDIA RTX 4070 TI .... 505.62 |===============================================


LuxCoreRender 2.6
Scene: Rainbow Colors and Prism - Acceleration: GPU
M samples/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 27.67 |================================================
NVIDIA RTX 4070 ....... 23.26 |========================================
NVIDIA RTX 4070 TI .... 27.71 |================================================


Hashcat 6.2.4
Benchmark: SHA1
H/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 22132600000 |========================================
NVIDIA RTX 4070 ....... 18202466667 |================================
NVIDIA RTX 4070 TI .... 23532400000 |==========================================


Hashcat 6.2.4
Benchmark: SHA-512
H/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 3232733333 |========================================
NVIDIA RTX 4070 ....... 2673300000 |=================================
NVIDIA RTX 4070 TI .... 3462500000 |===========================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 1 - Model: ResNet-152
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 201.94 |===============================================
NVIDIA RTX 4070 ....... 198.18 |==============================================
NVIDIA RTX 4070 TI .... 201.19 |===============================================


Hashcat 6.2.4
Benchmark: MD5
H/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 67583033333 |=======================================
NVIDIA RTX 4070 ....... 56147866667 |================================
NVIDIA RTX 4070 TI .... 73312233333 |==========================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 16 - Model: ResNet-50
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 509.45 |===============================================
NVIDIA RTX 4070 ....... 458.39 |==========================================
NVIDIA RTX 4070 TI .... 502.92 |==============================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 32 - Model: ResNet-152
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 195.39 |==============================================
NVIDIA RTX 4070 ....... 187.69 |============================================
NVIDIA RTX 4070 TI .... 198.82 |===============================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 256 - Model: ResNet-50
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 504.67 |===============================================
NVIDIA RTX 4070 ....... 459.93 |===========================================


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 32 - Model: ResNet-50
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 501.50 |===============================================
NVIDIA RTX 4070 ....... 459.94 |===========================================
NVIDIA RTX 4070 TI .... 505.55 |===============================================


PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better


PyTorch 2.1
Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: ResNet-50
batches/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 504.27 |===============================================
NVIDIA RTX 4070 ....... 459.27 |===========================================
NVIDIA RTX 4070 TI .... 504.66 |===============================================


Hashcat 6.2.4
Benchmark: TrueCrypt RIPEMD160 + XTS
H/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 802967 |============================================
NVIDIA RTX 4070 ....... 660967 |====================================
NVIDIA RTX 4070 TI .... 858600 |===============================================


cl-mem 2017-01-13
Benchmark: Copy
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 331.8 |================================================
NVIDIA RTX 4070 ....... 330.3 |================================================
NVIDIA RTX 4070 TI .... 333.3 |================================================


cl-mem 2017-01-13
Benchmark: Read
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 446.2 |================================================
NVIDIA RTX 4070 ....... 446.3 |================================================
NVIDIA RTX 4070 TI .... 446.3 |================================================


cl-mem 2017-01-13
Benchmark: Write
GB/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 407.5 |===============================================
NVIDIA RTX 4070 ....... 406.7 |===============================================
NVIDIA RTX 4070 TI .... 412.2 |================================================


Rodinia 3.1
Test: OpenCL Particle Filter
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 3.480 |=========================================
NVIDIA RTX 4070 ....... 4.098 |================================================
NVIDIA RTX 4070 TI .... 3.291 |=======================================


PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
Examples Per Second > Higher Is Better


Hashcat 6.2.4
Benchmark: 7-Zip
H/s > Higher Is Better
NVIDIA RTX 4070 SUPER . 1176467 |===========================================
NVIDIA RTX 4070 ....... 976967  |====================================
NVIDIA RTX 4070 TI .... 1262633 |==============================================


Waifu2x-NCNN Vulkan 20200818
Scale: 2x - Denoise: 3 - TAA: Yes
Seconds < Lower Is Better
NVIDIA RTX 4070 SUPER . 2.855 |===========================================
NVIDIA RTX 4070 ....... 3.168 |================================================
NVIDIA RTX 4070 TI .... 2.854 |===========================================


Caffe 2020-02-13
Model: AlexNet - Acceleration: NVIDIA CUDA  - Iterations: 1000
Milli-Seconds < Lower Is Better


Caffe 2020-02-13
Model: AlexNet - Acceleration: NVIDIA CUDA  - Iterations: 100
Milli-Seconds < Lower Is Better


Caffe 2020-02-13
Model: GoogleNet - Acceleration: NVIDIA CUDA  - Iterations: 1000
Milli-Seconds < Lower Is Better


Caffe 2020-02-13
Model: GoogleNet - Acceleration: NVIDIA CUDA  - Iterations: 200
Milli-Seconds < Lower Is Better


Caffe 2020-02-13
Model: GoogleNet - Acceleration: NVIDIA CUDA  - Iterations: 100
Milli-Seconds < Lower Is Better


Caffe 2020-02-13
Model: AlexNet - Acceleration: NVIDIA CUDA  - Iterations: 200
Milli-Seconds < Lower Is Better


clpeak 1.1.2
OpenCL Test: Global Memory Bandwidth
GBPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 437.65 |===============================================
NVIDIA RTX 4070 ....... 437.21 |===============================================
NVIDIA RTX 4070 TI .... 437.63 |===============================================


MandelGPU 1.3pts1
OpenCL Device: GPU
Samples/sec > Higher Is Better
NVIDIA RTX 4070 SUPER . 587219538.2 |========================================
NVIDIA RTX 4070 ....... 516770131.2 |===================================
NVIDIA RTX 4070 TI .... 619106132.5 |==========================================


PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better


FinanceBench 2016-07-25
Benchmark: Black-Scholes OpenCL
ms < Lower Is Better
NVIDIA RTX 4070 SUPER . 5.912 |=========================================
NVIDIA RTX 4070 ....... 6.906 |================================================
NVIDIA RTX 4070 TI .... 5.226 |====================================


Waifu2x-NCNN Vulkan 20200818
Scale: 2x - Denoise: 3 - TAA: No
Seconds < Lower Is Better


PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
Examples Per Second > Higher Is Better


PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
Examples Per Second > Higher Is Better


clpeak 1.1.2
OpenCL Test: Integer Compute INT
GIOPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 18170.54 |=========================================
NVIDIA RTX 4070 ....... 14555.19 |=================================
NVIDIA RTX 4070 TI .... 19821.10 |=============================================


clpeak 1.1.2
OpenCL Test: Single-Precision Float
GFLOPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 35492.69 |=========================================
NVIDIA RTX 4070 ....... 28479.39 |=================================
NVIDIA RTX 4070 TI .... 38691.73 |=============================================


NeatBench 5
Acceleration: GPU
FPS > Higher Is Better
NVIDIA RTX 4070 SUPER . 4070 |=================================================
NVIDIA RTX 4070 ....... 4070 |=================================================
NVIDIA RTX 4070 TI .... 4070 |=================================================


LeelaChessZero 0.30
Backend: OpenCL
Nodes Per Second > Higher Is Better


Libplacebo 5.229.1

FPS > Higher Is Better


ArrayFire 3.9
Test: Conjugate Gradient OpenCL


NCNN 20230517
Target: Vulkan GPU
ms < Lower Is Better