RTX 4070 SUPER

Intel Core i9-13900K testing with a ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS) and MSI NVIDIA GeForce RTX 4070 12GB on EndeavourOS rolling via the Phoronix Test Suite.

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BLAS (Basic Linear Algebra Sub-Routine) Tests 3 Tests
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NVIDIA GPU Compute 25 Tests
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NVIDIA RTX 4070 SUPER
January 25
  23 Hours, 51 Minutes
NVIDIA RTX 4070
January 28
  22 Hours, 26 Minutes
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RTX 4070 SUPER Intel Core i9-13900K testing with a ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS) and MSI NVIDIA GeForce RTX 4070 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 clpeak 1.1.2 OpenCL Test: Integer Compute INT GIOPS > Higher Is Better NVIDIA RTX 4070 SUPER . 18170.54 |============================================= NVIDIA RTX 4070 ....... 14555.19 |==================================== clpeak 1.1.2 OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better NVIDIA RTX 4070 SUPER . 35492.69 |============================================= NVIDIA RTX 4070 ....... 28479.39 |==================================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 34.89 |======================================= NVIDIA RTX 4070 ....... 42.85 |================================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 584 |================================================== NVIDIA RTX 4070 ....... 477 |========================================= ProjectPhysX OpenCL-Benchmark 1.2 Operation: INT64 Compute TIOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 4.214 |================================================ NVIDIA RTX 4070 ....... 3.443 |======================================= clpeak 1.1.2 OpenCL Test: Double-Precision Double GFLOPS > Higher Is Better NVIDIA RTX 4070 SUPER . 630.11 |=============================================== NVIDIA RTX 4070 ....... 515.17 |====================================== VkResample 1.0 Upscale: 2x - Precision: Double ms < Lower Is Better NVIDIA RTX 4070 SUPER . 339.59 |====================================== NVIDIA RTX 4070 ....... 415.16 |=============================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 613 |================================================== NVIDIA RTX 4070 ....... 502 |========================================= GpuOwl 7.2.1 Exponent: 332220523 Iterations / Second > Higher Is Better NVIDIA RTX 4070 SUPER . 137.44 |=============================================== NVIDIA RTX 4070 ....... 112.61 |======================================= ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 577 |================================================== NVIDIA RTX 4070 ....... 473 |========================================= GpuOwl 7.2.1 Exponent: 77936867 Iterations / Second > Higher Is Better NVIDIA RTX 4070 SUPER . 646.41 |=============================================== NVIDIA RTX 4070 ....... 530.32 |======================================= ProjectPhysX OpenCL-Benchmark 1.2 Operation: FP64 Compute TFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 0.621 |================================================ NVIDIA RTX 4070 ....... 0.510 |======================================= Hashcat 6.2.4 Benchmark: SHA1 H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 22132600000 |========================================== NVIDIA RTX 4070 ....... 18202466667 |=================================== GpuOwl 7.2.1 Exponent: 57885161 Iterations / Second > Higher Is Better NVIDIA RTX 4070 SUPER . 869.07 |=============================================== NVIDIA RTX 4070 ....... 714.80 |======================================= ProjectPhysX OpenCL-Benchmark 1.2 Operation: FP32 Compute TFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 38.59 |================================================ NVIDIA RTX 4070 ....... 31.77 |======================================== Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 802967 |=============================================== NVIDIA RTX 4070 ....... 660967 |======================================= ProjectPhysX OpenCL-Benchmark 1.2 Operation: INT32 Compute TIOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 19.89 |================================================ NVIDIA RTX 4070 ....... 16.38 |======================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 599 |================================================== NVIDIA RTX 4070 ....... 494 |========================================= Hashcat 6.2.4 Benchmark: SHA-512 H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 3232733333 |=========================================== NVIDIA RTX 4070 ....... 2673300000 |==================================== Hashcat 6.2.4 Benchmark: 7-Zip H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 1176467 |============================================== NVIDIA RTX 4070 ....... 976967 |====================================== Hashcat 6.2.4 Benchmark: MD5 H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 67583033333 |========================================== NVIDIA RTX 4070 ....... 56147866667 |=================================== ProjectPhysX OpenCL-Benchmark 1.2 Operation: INT16 Compute TIOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 17.17 |================================================ NVIDIA RTX 4070 ....... 14.28 |======================================== 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 |======================================== 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 |======================================== 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 |======================================= 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 |======================================= ProjectPhysX OpenCL-Benchmark 1.2 Operation: INT8 Compute TIOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 14.31 |================================================ NVIDIA RTX 4070 ....... 12.12 |========================================= Blender 4.0 Blend File: Classroom - Compute: NVIDIA OptiX Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 12.60 |========================================= NVIDIA RTX 4070 ....... 14.86 |================================================ Rodinia 3.1 Test: OpenCL Particle Filter Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 3.480 |========================================= NVIDIA RTX 4070 ....... 4.098 |================================================ 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 |========================================= 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 |================================================ VkFFT 1.2.31 Test: FFT + iFFT R2C / C2R Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 54794 |================================================ NVIDIA RTX 4070 ....... 47097 |========================================= 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 |================================================ LuxCoreRender 2.6 Scene: DLSC - Acceleration: GPU M samples/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 13.59 |================================================ NVIDIA RTX 4070 ....... 11.74 |========================================= FAHBench 2.3.2 Ns Per Day > Higher Is Better NVIDIA RTX 4070 SUPER . 366.06 |=============================================== NVIDIA RTX 4070 ....... 317.20 |========================================= 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 |=========================================== Blender 4.0 Blend File: Barbershop - Compute: NVIDIA OptiX Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 51.30 |========================================== NVIDIA RTX 4070 ....... 58.44 |================================================ MandelGPU 1.3pts1 OpenCL Device: GPU Samples/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 587219538.2 |========================================== NVIDIA RTX 4070 ....... 516770131.2 |===================================== 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 |=========================================== Blender 4.0 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 5.57 |============================================ NVIDIA RTX 4070 ....... 6.21 |================================================= OctaneBench 2020.1 Total Score Score > Higher Is Better NVIDIA RTX 4070 SUPER . 720.97 |=============================================== NVIDIA RTX 4070 ....... 648.00 |========================================== 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 |========================================== 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 |================================================ 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 |========================================== 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 |=========================================== 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 |============================================== 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 |=========================================== 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 |=========================================== 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 |============================================ 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 |============================================ 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 |============================================ 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 |============================================= 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 |================================================ ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TN GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 115 |================================================ NVIDIA RTX 4070 ....... 121 |================================================== 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 |================================================ 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 |============================================= 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 |=============================================== 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 |============================================= ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NT GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 117 |================================================ NVIDIA RTX 4070 ....... 122 |================================================== 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 |============================================= ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 437 |================================================ NVIDIA RTX 4070 ....... 455 |================================================== 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 |============================================= 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 |============================================= ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TT GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 122 |================================================== NVIDIA RTX 4070 ....... 118 |================================================ VkResample 1.0 Upscale: 2x - Precision: Single ms < Lower Is Better NVIDIA RTX 4070 SUPER . 18.49 |================================================ NVIDIA RTX 4070 ....... 18.02 |=============================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NN GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 119 |================================================= NVIDIA RTX 4070 ....... 122 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 370 |================================================== NVIDIA RTX 4070 ....... 362 |================================================= 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 |============================================== 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 |============================================== ViennaCL 1.7.1 Test: CPU BLAS - sAXPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 156 |================================================== NVIDIA RTX 4070 ....... 153 |================================================= 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 |============================================== 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 |============================================== 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 |============================================== 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 |================================================= 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 |================================================ ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 334 |================================================== NVIDIA RTX 4070 ....... 330 |================================================= 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 |=============================================== 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 |============================================== 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 |=============================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-N GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 102 |================================================== NVIDIA RTX 4070 ....... 103 |================================================== 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 |=============================================== 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 |================================================ ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 392 |================================================== NVIDIA RTX 4070 ....... 389 |================================================== ViennaCL 1.7.1 Test: CPU BLAS - sCOPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 132 |================================================== NVIDIA RTX 4070 ....... 131 |================================================== 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 |================================================= 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 |================================================= ViennaCL 1.7.1 Test: CPU BLAS - sDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 165 |================================================== NVIDIA RTX 4070 ....... 166 |================================================== 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 |================================================= ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 389 |================================================== NVIDIA RTX 4070 ....... 387 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 210 |================================================== NVIDIA RTX 4070 ....... 209 |================================================== ViennaCL 1.7.1 Test: CPU BLAS - dAXPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 87.2 |================================================= NVIDIA RTX 4070 ....... 86.8 |================================================= cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 331.8 |================================================ NVIDIA RTX 4070 ....... 330.3 |================================================ 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 |================================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 458 |================================================== NVIDIA RTX 4070 ....... 456 |================================================== 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 |================================================ 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 |=============================================== ViennaCL 1.7.1 Test: CPU BLAS - dCOPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 70.8 |================================================= NVIDIA RTX 4070 ....... 71.0 |================================================= 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 |================================================ 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 |================================================= cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 407.5 |================================================ NVIDIA RTX 4070 ....... 406.7 |================================================ 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 |================================================ 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 |================================================ 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 |================================================ ViennaCL 1.7.1 Test: CPU BLAS - dDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 96.8 |================================================= NVIDIA RTX 4070 ....... 96.7 |================================================= clpeak 1.1.2 OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better NVIDIA RTX 4070 SUPER . 437.65 |=============================================== NVIDIA RTX 4070 ....... 437.21 |=============================================== 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 |=============================================== 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 |================================================ cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 446.2 |================================================ NVIDIA RTX 4070 ....... 446.3 |================================================ 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 |================================================= TensorFlow 2.12 Device: GPU - Batch Size: 256 - Model: AlexNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 34.16 |================================================ TensorFlow 2.12 Device: GPU - Batch Size: 64 - Model: VGG-16 images/sec > Higher Is Better NVIDIA RTX 4070 ....... 1.50 |================================================= 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 |================================================= NeatBench 5 Acceleration: GPU FPS > Higher Is Better NVIDIA RTX 4070 SUPER . 4070 |================================================= NVIDIA RTX 4070 ....... 4070 |================================================= ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 423 |================================================== NVIDIA RTX 4070 ....... 423 |================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-T GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 109 |================================================== NVIDIA RTX 4070 ....... 109 |================================================== PyTorch 2.1 Device: NVIDIA CUDA GPU - Batch Size: 16 - Model: Efficientnet_v2_l batches/sec > Higher Is Better NVIDIA RTX 4070 ....... 103.68 |=============================================== 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 |============================================== 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 |===================== 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 |=========================== 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 |===================================== 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 |================ 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 |========= 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 |================= 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 |============================ 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 |================== NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better NVIDIA RTX 4070 SUPER . 11.04 |================================================ NVIDIA RTX 4070 ....... 6.06 |========================== NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better NVIDIA RTX 4070 SUPER . 0.84 |================================================= NVIDIA RTX 4070 ....... 0.84 |================================================= 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 |=================================== 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 |============================= 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 |============================================ 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 |============ 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 |========================== 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 |================================== 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 |============================================ TensorFlow 2.12 Device: GPU - Batch Size: 512 - Model: VGG-16 images/sec > Higher Is Better TensorFlow 2.12 Device: GPU - Batch Size: 256 - Model: VGG-16 images/sec > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - 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 PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better NCNN 20230517 Target: Vulkan GPU ms < 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: 1000 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower 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 |================================================ ArrayFire 3.9 Test: Conjugate Gradient OpenCL LeelaChessZero 0.30 Backend: OpenCL Nodes Per Second > Higher Is Better Libplacebo 5.229.1 FPS > Higher Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Seconds < Lower Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 6.323 |=========================================== NVIDIA RTX 4070 ....... 7.092 |================================================ vkpeak 20230730 GFLOPS > Higher Is Better