RTX 4070 SUPER Intel Core i9-13900K testing with a ASUS TUF GAMING Z790-PRO WIFI (1630 BIOS) and ASUS NVIDIA GeForce RTX 4070 Ti SUPER 16GB 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 NVIDIA RTX 3090: 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 3090 24GB, Audio: Realtek ALC1220, Monitor: PI-KVM Video, Network: Intel I226-V + Intel Device 7a70 OS: EndeavourOS rolling, Kernel: 6.7.4-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 SUPER: Processor: Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads), Motherboard: ASUS TUF GAMING Z790-PRO WIFI (1630 BIOS), Chipset: Intel Raptor Lake-S PCH, Memory: 32GB, Disk: 4001GB Seagate ZP4000GP304001 + 0GB CD-ROM Drive, Graphics: ASUS NVIDIA GeForce RTX 4070 Ti SUPER 16GB, Audio: Realtek ALC1220, Monitor: PI-KVM Video, Network: Intel I226-V + Intel Raptor Lake-S PCH CNVi WiFi OS: EndeavourOS rolling, Kernel: 6.7.4-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 2.1 AMD-APP (3602.0) + OpenCL 3.0 CUDA 12.4.74, Compiler: GCC 13.2.1 20230801 + CUDA 12.3, File-System: ext4, Screen Resolution: 1920x1080 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 |======================= NVIDIA RTX 3090 .......... 887.31 |============================================ NVIDIA RTX 4070 TI SUPER . 608.94 |============================== 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 |======================= NVIDIA RTX 3090 .......... 144311 |============================================ NVIDIA RTX 4070 TI SUPER . 105549 |================================ 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 |======================= NVIDIA RTX 3090 .......... 141876 |============================================ NVIDIA RTX 4070 TI SUPER . 104003 |================================ 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 |======================== NVIDIA RTX 3090 .......... 816.55 |============================================ NVIDIA RTX 4070 TI SUPER . 582.84 |=============================== 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 |======================== NVIDIA RTX 3090 .......... 864.11 |============================================ NVIDIA RTX 4070 TI SUPER . 619.03 |================================ 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 |========================= NVIDIA RTX 3090 .......... 753.8 |============================================= NVIDIA RTX 4070 TI SUPER . 551.9 |================================= 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 |======================== NVIDIA RTX 3090 .......... 825.8 |============================================= NVIDIA RTX 4070 TI SUPER . 595.2 |================================ 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 |============================================= NVIDIA RTX 3090 .......... 10.32 |========================= NVIDIA RTX 4070 TI SUPER . 13.36 |================================= 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 |============================ NVIDIA RTX 3090 .......... 724 |=============================================== NVIDIA RTX 4070 TI SUPER . 585 |====================================== 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 |=========================== NVIDIA RTX 3090 .......... 0.10822 |=========================================== NVIDIA RTX 4070 TI SUPER . 0.07715 |=============================== Libplacebo 5.229.1 Test: hdr_peakdetect FPS > Higher Is Better NVIDIA RTX 4070 .......... 3452.43 |============================= NVIDIA RTX 4070 .......... 3329.26 |============================ NVIDIA RTX 4070 TI ....... 3475.06 |============================= NVIDIA RTX 3090 .......... 5104.10 |=========================================== NVIDIA RTX 3090 .......... 4969.74 |========================================== NVIDIA RTX 3090 .......... 5055.88 |=========================================== NVIDIA RTX 4070 TI SUPER . 3913.34 |================================= NVIDIA RTX 4070 SUPER .... 3292.37 |============================ NVIDIA RTX 4070 .......... 3310.02 |============================ NVIDIA RTX 4070 TI ....... 3544.60 |============================== NVIDIA RTX 3090 .......... 4997.08 |========================================== NVIDIA RTX 4070 TI SUPER . 3931.57 |================================= 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 |====================================== NVIDIA RTX 3090 .......... 17923.33 |================================== NVIDIA RTX 4070 TI SUPER . 22171.25 |========================================== 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 |====================================== NVIDIA RTX 3090 .......... 34906.79 |================================== NVIDIA RTX 4070 TI SUPER . 43244.79 |========================================== 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 |=================================== NVIDIA RTX 3090 .......... 67177300000 |================================ NVIDIA RTX 4070 TI SUPER . 82004966667 |======================================= 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 |======================================== NVIDIA RTX 3090 .......... 0.637 |======================================= NVIDIA RTX 4070 TI SUPER . 0.743 |============================================= 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 |======================================= NVIDIA RTX 3090 .......... 642.23 |====================================== NVIDIA RTX 4070 TI SUPER . 750.36 |============================================ 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 |========================================== NVIDIA RTX 3090 .......... 593 |====================================== NVIDIA RTX 4070 TI SUPER . 731 |=============================================== 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 |======================================= NVIDIA RTX 3090 .......... 797833 |===================================== NVIDIA RTX 4070 TI SUPER . 961733 |============================================ 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 |====================================== NVIDIA RTX 3090 .......... 1056000 |================================ NVIDIA RTX 4070 TI SUPER . 1420700 |=========================================== 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 |==================================== NVIDIA RTX 3090 .......... 3081866667 |================================ NVIDIA RTX 4070 TI SUPER . 3887033333 |======================================== 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 |======================================== NVIDIA RTX 3090 .......... 13.73 |=================================== NVIDIA RTX 4070 TI SUPER . 17.62 |============================================= 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 |================================== NVIDIA RTX 3090 .......... 333.64 |=================================== NVIDIA RTX 4070 TI SUPER . 285.99 |============================== 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 |======================================= NVIDIA RTX 3090 .......... 137.32 |===================================== NVIDIA RTX 4070 TI SUPER . 163.41 |============================================ 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 |=================================== NVIDIA RTX 3090 .......... 21323733333 |================================ NVIDIA RTX 4070 TI SUPER . 26388600000 |======================================= 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 |======================================== NVIDIA RTX 3090 .......... 39.40 |======================================= NVIDIA RTX 4070 TI SUPER . 45.95 |============================================= 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 |========================================== NVIDIA RTX 3090 .......... 594 |======================================= NVIDIA RTX 4070 TI SUPER . 714 |=============================================== 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 |================================= NVIDIA RTX 3090 .......... 659 |=============================================== NVIDIA RTX 4070 TI SUPER . 575 |========================================= 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 |======================================== NVIDIA RTX 3090 .......... 20.03 |====================================== NVIDIA RTX 4070 TI SUPER . 23.66 |============================================= 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 |========================================== NVIDIA RTX 3090 .......... 595 |========================================= NVIDIA RTX 4070 TI SUPER . 689 |=============================================== 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 |========================================== NVIDIA RTX 3090 .......... 592 |========================================= NVIDIA RTX 4070 TI SUPER . 681 |=============================================== 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 |======================================= NVIDIA RTX 3090 .......... 645.99 |===================================== NVIDIA RTX 4070 TI SUPER . 761.61 |============================================ 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 |======================================== NVIDIA RTX 3090 .......... 17.00 |===================================== NVIDIA RTX 4070 TI SUPER . 20.50 |============================================= 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 |======================================= NVIDIA RTX 3090 .......... 866.31 |==================================== NVIDIA RTX 4070 TI SUPER . 1025.99 |=========================================== 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 |===================================== NVIDIA RTX 3090 .......... 33.29 |============================================= NVIDIA RTX 4070 TI SUPER . 31.86 |=========================================== 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 |================================= NVIDIA RTX 3090 .......... 605 |=============================================== NVIDIA RTX 4070 TI SUPER . 512 |======================================== 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 |=================================== NVIDIA RTX 3090 .......... 30.31 |================================ NVIDIA RTX 4070 TI SUPER . 30.72 |================================ 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 |============================================= NVIDIA RTX 3090 .......... 3.135 |================================ NVIDIA RTX 4070 TI SUPER . 4.414 |============================================= 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 |======================================== NVIDIA RTX 3090 .......... 10.20 |===================================== NVIDIA RTX 4070 TI SUPER . 12.42 |============================================= 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 |===================================== NVIDIA RTX 3090 .......... 30912 |============================================= NVIDIA RTX 4070 TI SUPER . 27947 |========================================= 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 |==================================== NVIDIA RTX 3090 .......... 3.844 |========================================== NVIDIA RTX 4070 TI SUPER . 2.973 |================================= 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 |==================================== NVIDIA RTX 3090 .......... 17.30 |============================================= NVIDIA RTX 4070 TI SUPER . 12.56 |================================= 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 |============================================== NVIDIA RTX 3090 .......... 95.2 |============================================= NVIDIA RTX 4070 TI SUPER . 70.8 |================================== 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 |==================================== NVIDIA RTX 3090 .......... 15.26 |============================================= NVIDIA RTX 4070 TI SUPER . 11.20 |================================= 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 |============================================== NVIDIA RTX 3090 .......... 86.2 |============================================= NVIDIA RTX 4070 TI SUPER . 64.3 |================================== 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 |===================================== NVIDIA RTX 3090 .......... 484098913.8 |============================= NVIDIA RTX 4070 TI SUPER . 656484783.7 |======================================= Libplacebo 5.229.1 Test: deband_heavy FPS > Higher Is Better NVIDIA RTX 4070 .......... 1844.08 |================================ NVIDIA RTX 4070 .......... 1843.26 |================================ NVIDIA RTX 4070 TI ....... 2306.56 |======================================== NVIDIA RTX 3090 .......... 2015.93 |=================================== NVIDIA RTX 3090 .......... 2024.61 |=================================== NVIDIA RTX 3090 .......... 2020.16 |=================================== NVIDIA RTX 4070 TI SUPER . 2495.92 |=========================================== NVIDIA RTX 4070 SUPER .... 2186.70 |====================================== NVIDIA RTX 4070 .......... 1847.98 |================================ NVIDIA RTX 4070 TI ....... 2306.67 |======================================== NVIDIA RTX 3090 .......... 2017.75 |=================================== NVIDIA RTX 4070 TI SUPER . 2493.29 |=========================================== 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 |============================================== NVIDIA RTX 3090 .......... 70.2 |============================================= NVIDIA RTX 4070 TI SUPER . 52.7 |================================== 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 |===================================== NVIDIA RTX 3090 .......... 674.25 |================================== NVIDIA RTX 4070 TI SUPER . 876.44 |============================================ 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 |===================================== NVIDIA RTX 3090 .......... 20.96 |====================================== NVIDIA RTX 4070 TI SUPER . 24.57 |============================================= Libplacebo 5.229.1 Test: polar_nocompute FPS > Higher Is Better NVIDIA RTX 4070 .......... 1969.19 |================================ NVIDIA RTX 4070 .......... 1968.37 |================================ NVIDIA RTX 4070 TI ....... 2459.03 |======================================== NVIDIA RTX 3090 .......... 2116.50 |================================== NVIDIA RTX 3090 .......... 2126.31 |================================== NVIDIA RTX 3090 .......... 2116.79 |================================== NVIDIA RTX 4070 TI SUPER . 2653.03 |=========================================== NVIDIA RTX 4070 SUPER .... 2327.55 |====================================== NVIDIA RTX 4070 .......... 1972.78 |================================ NVIDIA RTX 4070 TI ....... 2461.23 |======================================== NVIDIA RTX 3090 .......... 2119.89 |================================== NVIDIA RTX 4070 TI SUPER . 2646.70 |=========================================== 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 |========================================= NVIDIA RTX 3090 .......... 13.12 |======================================== NVIDIA RTX 4070 TI SUPER . 14.61 |============================================= 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 |===================================== NVIDIA RTX 3090 .......... 10.64 |=========================================== NVIDIA RTX 4070 TI SUPER . 8.32 |================================== 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 |======================================= NVIDIA RTX 3090 .......... 54.30 |========================================== NVIDIA RTX 4070 TI SUPER . 44.49 |================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-N GB/s > Higher Is Better NVIDIA RTX 4070 SUPER .... 102.0 |============================================= NVIDIA RTX 4070 .......... 103.0 |============================================= NVIDIA RTX 4070 TI ....... 103.0 |============================================= NVIDIA RTX 3090 .......... 103.0 |============================================= NVIDIA RTX 4070 TI SUPER . 78.5 |================================== 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 |======================================= NVIDIA RTX 3090 .......... 12.14 |======================================== NVIDIA RTX 4070 TI SUPER . 13.64 |============================================= 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 |=============================================== NVIDIA RTX 3090 .......... 154 |============================================== NVIDIA RTX 4070 TI SUPER . 120 |==================================== 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 |========================================== NVIDIA RTX 3090 .......... 4195 |====================================== NVIDIA RTX 4070 TI SUPER . 5047 |============================================== vkpeak 20230730 int16-vec4 GIOPS > Higher Is Better NVIDIA RTX 3090 .......... 16338.23 |================================ NVIDIA RTX 3090 .......... 16302.58 |================================ NVIDIA RTX 3090 .......... 16329.72 |================================ NVIDIA RTX 4070 TI SUPER . 21156.99 |========================================== NVIDIA RTX 3090 .......... 16331.16 |================================ NVIDIA RTX 4070 TI SUPER . 21124.09 |========================================== 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 |===================================== NVIDIA RTX 3090 .......... 498 |=============================================== NVIDIA RTX 4070 TI SUPER . 469 |============================================ 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 |========================================== NVIDIA RTX 3090 .......... 416.20 |=================================== NVIDIA RTX 4070 TI SUPER . 529.49 |============================================ 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 |====================================== NVIDIA RTX 3090 .......... 416.89 |=================================== NVIDIA RTX 4070 TI SUPER . 529.14 |============================================ 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 |========================================== NVIDIA RTX 3090 .......... 420.29 |=================================== NVIDIA RTX 4070 TI SUPER . 532.77 |============================================ 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 |========================================== NVIDIA RTX 3090 .......... 419.76 |=================================== NVIDIA RTX 4070 TI SUPER . 531.96 |============================================ 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 |======================================= NVIDIA RTX 3090 .......... 50856 |====================================== NVIDIA RTX 4070 TI SUPER . 59790 |============================================= 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 |======================================= NVIDIA RTX 3090 .......... 52.01 |====================================== NVIDIA RTX 4070 TI SUPER . 61.34 |============================================= 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 |========================================== NVIDIA RTX 3090 .......... 48418 |===================================== NVIDIA RTX 4070 TI SUPER . 59378 |============================================= 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 |========================================== NVIDIA RTX 3090 .......... 419.03 |=================================== NVIDIA RTX 4070 TI SUPER . 527.82 |============================================ 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 |======================================== NVIDIA RTX 3090 .......... 6.31 |============================================== NVIDIA RTX 4070 TI SUPER . 5.04 |===================================== 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 |=========================================== NVIDIA RTX 3090 .......... 343.02 |====================================== NVIDIA RTX 4070 TI SUPER . 394.74 |============================================ 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 |=========================================== NVIDIA RTX 3090 .......... 161.01 |==================================== NVIDIA RTX 4070 TI SUPER . 198.70 |============================================ 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 |=============================================== NVIDIA RTX 3090 .......... 132 |=============================================== NVIDIA RTX 4070 TI SUPER . 107 |====================================== 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 |============================================ NVIDIA RTX 3090 .......... 163.74 |==================================== NVIDIA RTX 4070 TI SUPER . 197.82 |============================================ 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 |=========================================== NVIDIA RTX 3090 .......... 164.14 |==================================== NVIDIA RTX 4070 TI SUPER . 198.58 |============================================ 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 |============================================= NVIDIA RTX 3090 .......... 14.45 |============================================ NVIDIA RTX 4070 TI SUPER . 12.26 |===================================== 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 |=========================================== NVIDIA RTX 3090 .......... 164.35 |===================================== NVIDIA RTX 4070 TI SUPER . 198.01 |============================================ 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 |======================================== NVIDIA RTX 3090 .......... 3.202 |============================================= NVIDIA RTX 4070 TI SUPER . 2.660 |===================================== vkpeak 20230730 int16-scalar GIOPS > Higher Is Better NVIDIA RTX 3090 .......... 13273.53 |=================================== NVIDIA RTX 3090 .......... 13225.17 |=================================== NVIDIA RTX 3090 .......... 13264.91 |=================================== NVIDIA RTX 4070 TI SUPER . 15901.32 |========================================== NVIDIA RTX 3090 .......... 13259.97 |=================================== NVIDIA RTX 4070 TI SUPER . 15859.37 |========================================== 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 |============================================ NVIDIA RTX 3090 .......... 164.14 |===================================== NVIDIA RTX 4070 TI SUPER . 196.50 |============================================ Libplacebo 5.229.1 Test: hdr_lut FPS > Higher Is Better NVIDIA RTX 4070 .......... 3940.40 |=========================================== NVIDIA RTX 4070 .......... 3946.90 |=========================================== NVIDIA RTX 4070 TI ....... 3976.04 |=========================================== NVIDIA RTX 3090 .......... 3376.85 |===================================== NVIDIA RTX 3090 .......... 3333.77 |==================================== NVIDIA RTX 3090 .......... 3369.88 |==================================== NVIDIA RTX 4070 TI SUPER . 3822.16 |========================================= NVIDIA RTX 4070 SUPER .... 3905.98 |========================================== NVIDIA RTX 4070 .......... 3927.11 |========================================== NVIDIA RTX 4070 TI ....... 3971.61 |=========================================== NVIDIA RTX 3090 .......... 3313.26 |==================================== NVIDIA RTX 4070 TI SUPER . 3845.51 |========================================== vkpeak 20230730 fp16-vec4 GFLOPS > Higher Is Better NVIDIA RTX 3090 .......... 39835.21 |=================================== NVIDIA RTX 3090 .......... 39746.91 |=================================== NVIDIA RTX 3090 .......... 39860.80 |=================================== NVIDIA RTX 4070 TI SUPER . 47340.52 |========================================== NVIDIA RTX 3090 .......... 39771.97 |=================================== NVIDIA RTX 4070 TI SUPER . 47192.56 |========================================== vkpeak 20230730 fp32-vec4 GFLOPS > Higher Is Better NVIDIA RTX 3090 .......... 26630.59 |=================================== NVIDIA RTX 3090 .......... 26767.21 |==================================== NVIDIA RTX 3090 .......... 26699.66 |=================================== NVIDIA RTX 4070 TI SUPER . 31635.47 |========================================== NVIDIA RTX 3090 .......... 26563.72 |=================================== NVIDIA RTX 4070 TI SUPER . 31591.71 |========================================== vkpeak 20230730 fp16-scalar GFLOPS > Higher Is Better NVIDIA RTX 3090 .......... 20113.01 |=================================== NVIDIA RTX 3090 .......... 20134.06 |=================================== NVIDIA RTX 3090 .......... 20151.44 |=================================== NVIDIA RTX 4070 TI SUPER . 23894.70 |========================================== NVIDIA RTX 3090 .......... 20080.47 |=================================== NVIDIA RTX 4070 TI SUPER . 23825.05 |========================================== vkpeak 20230730 int32-vec4 GIOPS > Higher Is Better NVIDIA RTX 3090 .......... 20017.06 |=================================== NVIDIA RTX 3090 .......... 20005.52 |=================================== NVIDIA RTX 3090 .......... 20009.73 |=================================== NVIDIA RTX 4070 TI SUPER . 23768.27 |========================================== NVIDIA RTX 3090 .......... 19996.92 |=================================== NVIDIA RTX 4070 TI SUPER . 23733.30 |========================================== vkpeak 20230730 fp32-scalar GFLOPS > Higher Is Better NVIDIA RTX 3090 .......... 20319.80 |==================================== NVIDIA RTX 3090 .......... 20317.63 |==================================== NVIDIA RTX 3090 .......... 20353.95 |==================================== NVIDIA RTX 4070 TI SUPER . 23920.67 |========================================== NVIDIA RTX 3090 .......... 20263.13 |==================================== NVIDIA RTX 4070 TI SUPER . 23883.53 |========================================== vkpeak 20230730 int32-scalar GIOPS > Higher Is Better NVIDIA RTX 3090 .......... 20290.30 |==================================== NVIDIA RTX 3090 .......... 20315.10 |==================================== NVIDIA RTX 3090 .......... 20295.27 |==================================== NVIDIA RTX 4070 TI SUPER . 23888.02 |========================================== NVIDIA RTX 3090 .......... 20280.33 |==================================== NVIDIA RTX 4070 TI SUPER . 23874.85 |========================================== 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 |========================================== NVIDIA RTX 3090 .......... 14205 |======================================== NVIDIA RTX 4070 TI SUPER . 16141 |============================================= vkpeak 20230730 fp64-vec4 GFLOPS > Higher Is Better NVIDIA RTX 3090 .......... 638.77 |===================================== NVIDIA RTX 3090 .......... 639.52 |===================================== NVIDIA RTX 3090 .......... 638.74 |===================================== NVIDIA RTX 4070 TI SUPER . 750.68 |============================================ NVIDIA RTX 3090 .......... 638.72 |===================================== NVIDIA RTX 4070 TI SUPER . 749.76 |============================================ vkpeak 20230730 fp64-scalar GFLOPS > Higher Is Better NVIDIA RTX 3090 .......... 638.75 |===================================== NVIDIA RTX 3090 .......... 638.77 |===================================== NVIDIA RTX 3090 .......... 638.84 |===================================== NVIDIA RTX 4070 TI SUPER . 750.49 |============================================ NVIDIA RTX 3090 .......... 638.70 |===================================== NVIDIA RTX 4070 TI SUPER . 750.47 |============================================ 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 |============================================= NVIDIA RTX 3090 .......... 187 |======================================== NVIDIA RTX 4070 TI SUPER . 218 |=============================================== 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 |=========================================== NVIDIA RTX 3090 .......... 374 |========================================= NVIDIA RTX 4070 TI SUPER . 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 |========================================== NVIDIA RTX 3090 .......... 376 |=========================================== NVIDIA RTX 4070 TI SUPER . 410 |=============================================== 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 |========================================== NVIDIA RTX 3090 .......... 363 |============================================== NVIDIA RTX 4070 TI SUPER . 373 |=============================================== 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 |======================================== NVIDIA RTX 3090 .......... 360.8 |============================================ NVIDIA RTX 4070 TI SUPER . 370.7 |============================================= 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 |=============================================== NVIDIA RTX 3090 .......... 113 |=========================================== NVIDIA RTX 4070 TI SUPER . 117 |============================================ 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 |=============================================== NVIDIA RTX 3090 .......... 121 |============================================= NVIDIA RTX 4070 TI SUPER . 120 |============================================= 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 |============================================= NVIDIA RTX 3090 .......... 113 |============================================ NVIDIA RTX 4070 TI SUPER . 122 |=============================================== 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 |============================================ NVIDIA RTX 3090 .......... 98.11 |========================================== NVIDIA RTX 4070 TI SUPER . 103.66 |============================================ 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 |============================================== NVIDIA RTX 3090 .......... 4.35 |============================================== NVIDIA RTX 4070 TI SUPER . 4.14 |============================================ 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 |============================================= NVIDIA RTX 3090 .......... 12.82 |============================================= NVIDIA RTX 4070 TI SUPER . 12.24 |=========================================== 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 |============================================= NVIDIA RTX 3090 .......... 15.67 |============================================= NVIDIA RTX 4070 TI SUPER . 15.11 |=========================================== 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 |============================================== NVIDIA RTX 3090 .......... 1.38 |============================================== NVIDIA RTX 4070 TI SUPER . 1.32 |============================================ 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 |============================================== NVIDIA RTX 3090 .......... 5.57 |============================================== NVIDIA RTX 4070 TI SUPER . 5.33 |============================================ 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 |============================================ NVIDIA RTX 3090 .......... 99.25 |========================================== NVIDIA RTX 4070 TI SUPER . 103.53 |============================================ 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 |============================================= NVIDIA RTX 3090 .......... 119 |============================================== NVIDIA RTX 4070 TI SUPER . 119 |============================================== 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 |============================================= NVIDIA RTX 3090 .......... 15.63 |============================================= NVIDIA RTX 4070 TI SUPER . 15.00 |=========================================== 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 |============================================= NVIDIA RTX 3090 .......... 5.57 |============================================== NVIDIA RTX 4070 TI SUPER . 5.35 |============================================ 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 |============================================ NVIDIA RTX 3090 .......... 99.43 |========================================== NVIDIA RTX 4070 TI SUPER . 102.83 |============================================ 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 |============================================ NVIDIA RTX 3090 .......... 99.84 |========================================== NVIDIA RTX 4070 TI SUPER . 103.49 |============================================ 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 |============================================== NVIDIA RTX 3090 .......... 1.49 |============================================== NVIDIA RTX 4070 TI SUPER . 1.45 |============================================ 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 |============================================== NVIDIA RTX 3090 .......... 1.51 |============================================== NVIDIA RTX 4070 TI SUPER . 1.46 |============================================ 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 |============================================== NVIDIA RTX 3090 .......... 5.49 |============================================== NVIDIA RTX 4070 TI SUPER . 5.32 |============================================= Libplacebo 5.229.1 Test: av1_grain_lap FPS > Higher Is Better NVIDIA RTX 4070 .......... 4126.40 |=========================================== NVIDIA RTX 4070 .......... 4152.41 |=========================================== NVIDIA RTX 4070 TI ....... 4143.96 |=========================================== NVIDIA RTX 3090 .......... 4096.48 |========================================== NVIDIA RTX 3090 .......... 4120.27 |========================================== NVIDIA RTX 3090 .......... 4100.36 |========================================== NVIDIA RTX 4070 TI SUPER . 4044.72 |========================================== NVIDIA RTX 4070 SUPER .... 4171.00 |=========================================== NVIDIA RTX 4070 .......... 4103.40 |========================================== NVIDIA RTX 4070 TI ....... 4140.87 |=========================================== NVIDIA RTX 3090 .......... 4126.89 |=========================================== NVIDIA RTX 4070 TI SUPER . 4057.41 |========================================== 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 |============================================ NVIDIA RTX 3090 .......... 105.55 |=========================================== NVIDIA RTX 4070 TI SUPER . 105.86 |=========================================== 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 |============================================= NVIDIA RTX 3090 .......... 31.98 |============================================= NVIDIA RTX 4070 TI SUPER . 31.10 |============================================ 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 |============================================== NVIDIA RTX 3090 .......... 1.50 |============================================== NVIDIA RTX 4070 TI SUPER . 1.46 |============================================= TensorFlow 2.12 Device: GPU - Batch Size: 256 - Model: VGG-16 images/sec > Higher Is Better NVIDIA RTX 4070 TI ....... 1.50 |============================================== NVIDIA RTX 3090 .......... 1.51 |============================================== NVIDIA RTX 4070 TI SUPER . 1.47 |============================================= 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 |============================================= NVIDIA RTX 3090 .......... 15.68 |============================================= NVIDIA RTX 4070 TI SUPER . 15.29 |============================================ 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 |============================================ NVIDIA RTX 3090 .......... 197.12 |=========================================== NVIDIA RTX 4070 TI SUPER . 200.46 |============================================ 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 |============================================= NVIDIA RTX 3090 .......... 33.53 |============================================= NVIDIA RTX 4070 TI SUPER . 32.88 |============================================ 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 |============================================= NVIDIA RTX 3090 .......... 34.46 |============================================= NVIDIA RTX 4070 TI SUPER . 33.95 |============================================ 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 |============================================= NVIDIA RTX 3090 .......... 35.58 |============================================= NVIDIA RTX 4070 TI SUPER . 35.02 |============================================ 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 |============================================= NVIDIA RTX 3090 .......... 33.93 |============================================= NVIDIA RTX 4070 TI SUPER . 33.55 |============================================ NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better NVIDIA RTX 4070 .......... 2.67 |=================== NVIDIA RTX 4070 TI ....... 3.04 |====================== NVIDIA RTX 3090 .......... 2.50 |================== NVIDIA RTX 3090 .......... 2.65 |=================== NVIDIA RTX 4070 TI SUPER . 2.55 |================== NVIDIA RTX 4070 SUPER .... 2.86 |===================== NVIDIA RTX 4070 .......... 2.34 |================= NVIDIA RTX 4070 TI ....... 2.84 |==================== NVIDIA RTX 3090 .......... 6.38 |============================================== NVIDIA RTX 4070 TI SUPER . 2.54 |================== NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better NVIDIA RTX 4070 .......... 382.82 |==================== NVIDIA RTX 4070 TI ....... 497.66 |========================== NVIDIA RTX 3090 .......... 327.82 |================= NVIDIA RTX 3090 .......... 354.57 |================== NVIDIA RTX 4070 TI SUPER . 312.10 |================ NVIDIA RTX 4070 SUPER .... 844.61 |============================================ NVIDIA RTX 4070 .......... 281.56 |=============== NVIDIA RTX 4070 TI ....... 390.18 |==================== NVIDIA RTX 3090 .......... 663.24 |=================================== NVIDIA RTX 4070 TI SUPER . 571.53 |============================== NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better NVIDIA RTX 4070 .......... 6.21 |========================= NVIDIA RTX 4070 TI ....... 5.89 |======================== NVIDIA RTX 3090 .......... 6.47 |========================== NVIDIA RTX 3090 .......... 6.73 |=========================== NVIDIA RTX 4070 TI SUPER . 6.59 |=========================== NVIDIA RTX 4070 SUPER .... 11.11 |============================================= NVIDIA RTX 4070 .......... 6.50 |========================== NVIDIA RTX 4070 TI ....... 5.97 |======================== NVIDIA RTX 3090 .......... 8.06 |================================= NVIDIA RTX 4070 TI SUPER . 6.77 |=========================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better NVIDIA RTX 4070 .......... 5.18 |=================================== NVIDIA RTX 4070 TI ....... 6.13 |========================================= NVIDIA RTX 3090 .......... 5.20 |=================================== NVIDIA RTX 3090 .......... 4.90 |================================= NVIDIA RTX 4070 TI SUPER . 5.19 |=================================== NVIDIA RTX 4070 SUPER .... 6.86 |============================================== NVIDIA RTX 4070 .......... 5.27 |=================================== NVIDIA RTX 4070 TI ....... 5.36 |==================================== NVIDIA RTX 3090 .......... 6.63 |============================================ NVIDIA RTX 4070 TI SUPER . 5.11 |================================== NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better NVIDIA RTX 4070 .......... 20.74 |=============== NVIDIA RTX 4070 TI ....... 16.37 |============ NVIDIA RTX 3090 .......... 13.31 |========= NVIDIA RTX 3090 .......... 11.29 |======== NVIDIA RTX 4070 TI SUPER . 17.20 |============ NVIDIA RTX 4070 SUPER .... 63.82 |============================================= NVIDIA RTX 4070 .......... 25.11 |================== NVIDIA RTX 4070 TI ....... 16.47 |============ NVIDIA RTX 3090 .......... 26.85 |=================== NVIDIA RTX 4070 TI SUPER . 14.26 |========== NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better NVIDIA RTX 4070 .......... 8.72 |======== NVIDIA RTX 4070 TI ....... 12.25 |============ NVIDIA RTX 3090 .......... 8.20 |======== NVIDIA RTX 3090 .......... 12.70 |============ NVIDIA RTX 4070 TI SUPER . 8.79 |========= NVIDIA RTX 4070 SUPER .... 46.26 |============================================= NVIDIA RTX 4070 .......... 8.24 |======== NVIDIA RTX 4070 TI ....... 14.32 |============== NVIDIA RTX 3090 .......... 27.77 |=========================== NVIDIA RTX 4070 TI SUPER . 8.58 |======== NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better NVIDIA RTX 4070 .......... 5.78 |================ NVIDIA RTX 4070 TI ....... 6.07 |================= NVIDIA RTX 3090 .......... 6.20 |================= NVIDIA RTX 3090 .......... 3.60 |========== NVIDIA RTX 4070 TI SUPER . 4.41 |============ NVIDIA RTX 4070 SUPER .... 16.17 |============================================= NVIDIA RTX 4070 .......... 9.33 |========================== NVIDIA RTX 4070 TI ....... 3.74 |========== NVIDIA RTX 3090 .......... 3.69 |========== NVIDIA RTX 4070 TI SUPER . 4.38 |============ NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better NVIDIA RTX 4070 .......... 5.11 |============= NVIDIA RTX 4070 TI ....... 7.74 |==================== NVIDIA RTX 3090 .......... 8.94 |======================= NVIDIA RTX 3090 .......... 4.12 |=========== NVIDIA RTX 4070 TI SUPER . 7.58 |==================== NVIDIA RTX 4070 SUPER .... 8.97 |======================= NVIDIA RTX 4070 .......... 8.58 |====================== NVIDIA RTX 4070 TI ....... 5.47 |============== NVIDIA RTX 3090 .......... 17.41 |============================================= NVIDIA RTX 4070 TI SUPER . 4.64 |============ NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better NVIDIA RTX 4070 .......... 45.52 |============== NVIDIA RTX 4070 TI ....... 34.49 |========== NVIDIA RTX 3090 .......... 24.45 |======= NVIDIA RTX 3090 .......... 17.88 |===== NVIDIA RTX 4070 TI SUPER . 24.85 |======== NVIDIA RTX 4070 SUPER .... 117.81 |==================================== NVIDIA RTX 4070 .......... 54.54 |================ NVIDIA RTX 4070 TI ....... 32.05 |========== NVIDIA RTX 3090 .......... 145.72 |============================================ NVIDIA RTX 4070 TI SUPER . 21.76 |======= NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better NVIDIA RTX 4070 TI ....... 7.37 |============================== NVIDIA RTX 3090 .......... 6.11 |========================= NVIDIA RTX 3090 .......... 6.14 |========================= NVIDIA RTX 4070 TI SUPER . 6.46 |========================== NVIDIA RTX 4070 SUPER .... 11.04 |============================================= NVIDIA RTX 4070 .......... 6.06 |========================= NVIDIA RTX 4070 TI ....... 5.87 |======================== NVIDIA RTX 3090 .......... 7.49 |=============================== NVIDIA RTX 4070 TI SUPER . 6.25 |========================= NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better NVIDIA RTX 4070 TI ....... 0.82 |=========================================== NVIDIA RTX 3090 .......... 0.84 |============================================ NVIDIA RTX 3090 .......... 0.87 |============================================= NVIDIA RTX 4070 TI SUPER . 0.88 |============================================== NVIDIA RTX 4070 SUPER .... 0.84 |============================================ NVIDIA RTX 4070 .......... 0.84 |============================================ NVIDIA RTX 4070 TI ....... 0.81 |========================================== NVIDIA RTX 3090 .......... 0.86 |============================================= NVIDIA RTX 4070 TI SUPER . 0.86 |============================================= NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better NVIDIA RTX 4070 .......... 3.59 |============ NVIDIA RTX 4070 TI ....... 3.46 |=========== NVIDIA RTX 3090 .......... 3.54 |=========== NVIDIA RTX 3090 .......... 3.34 |=========== NVIDIA RTX 4070 TI SUPER . 3.48 |=========== NVIDIA RTX 4070 SUPER .... 5.07 |================ NVIDIA RTX 4070 .......... 3.46 |=========== NVIDIA RTX 4070 TI ....... 3.49 |=========== NVIDIA RTX 3090 .......... 13.87 |============================================= NVIDIA RTX 4070 TI SUPER . 3.36 |=========== NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better NVIDIA RTX 4070 .......... 2.24 |========================= NVIDIA RTX 4070 TI ....... 4.14 |============================================== NVIDIA RTX 3090 .......... 2.30 |========================== NVIDIA RTX 3090 .......... 2.16 |======================== NVIDIA RTX 4070 TI SUPER . 2.26 |========================= NVIDIA RTX 4070 SUPER .... 3.85 |=========================================== NVIDIA RTX 4070 .......... 2.22 |========================= NVIDIA RTX 4070 TI ....... 2.30 |========================== NVIDIA RTX 3090 .......... 2.24 |========================= NVIDIA RTX 4070 TI SUPER . 2.21 |========================= NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better NVIDIA RTX 4070 .......... 2.08 |======================= NVIDIA RTX 4070 TI ....... 2.01 |====================== NVIDIA RTX 3090 .......... 2.09 |======================= NVIDIA RTX 3090 .......... 2.04 |======================= NVIDIA RTX 4070 TI SUPER . 2.13 |======================= NVIDIA RTX 4070 SUPER .... 2.31 |========================= NVIDIA RTX 4070 .......... 2.11 |======================= NVIDIA RTX 4070 TI ....... 2.03 |====================== NVIDIA RTX 3090 .......... 4.17 |============================================== NVIDIA RTX 4070 TI SUPER . 2.05 |======================= NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better NVIDIA RTX 4070 .......... 2.15 |=========== NVIDIA RTX 3090 .......... 2.20 |============ NVIDIA RTX 3090 .......... 2.21 |============ NVIDIA RTX 4070 TI SUPER . 2.16 |=========== NVIDIA RTX 4070 SUPER .... 2.25 |============ NVIDIA RTX 4070 .......... 8.71 |============================================== NVIDIA RTX 4070 TI ....... 2.09 |=========== NVIDIA RTX 3090 .......... 3.19 |================= NVIDIA RTX 4070 TI SUPER . 1.87 |========== NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better NVIDIA RTX 4070 .......... 2.48 |======================== NVIDIA RTX 4070 TI ....... 2.54 |========================= NVIDIA RTX 3090 .......... 2.67 |========================== NVIDIA RTX 3090 .......... 2.34 |======================= NVIDIA RTX 4070 TI SUPER . 2.70 |========================== NVIDIA RTX 4070 SUPER .... 3.03 |============================== NVIDIA RTX 4070 .......... 4.69 |============================================== NVIDIA RTX 4070 TI ....... 2.43 |======================== NVIDIA RTX 3090 .......... 2.65 |========================== NVIDIA RTX 4070 TI SUPER . 2.42 |======================== NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better NVIDIA RTX 4070 .......... 7.20 |=========================== NVIDIA RTX 4070 TI ....... 7.45 |============================ NVIDIA RTX 3090 .......... 6.92 |========================== NVIDIA RTX 3090 .......... 7.27 |=========================== NVIDIA RTX 4070 TI SUPER . 7.48 |============================ NVIDIA RTX 4070 SUPER .... 8.62 |================================ NVIDIA RTX 4070 .......... 10.14 |====================================== NVIDIA RTX 4070 TI ....... 8.43 |=============================== NVIDIA RTX 3090 .......... 12.07 |============================================= NVIDIA RTX 4070 TI SUPER . 6.28 |======================= TensorFlow 2.12 Device: GPU - Batch Size: 512 - Model: VGG-16 images/sec > Higher Is Better NeatBench 5 Acceleration: GPU FPS > Higher Is Better NVIDIA RTX 4070 SUPER .... 4070.0 |============================================ NVIDIA RTX 4070 .......... 4070.0 |============================================ NVIDIA RTX 4070 TI ....... 4070.0 |============================================ NVIDIA RTX 3090 .......... 3090.0 |================================= NVIDIA RTX 4070 TI SUPER . 2084.1 |======================= 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 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 |========================================== NVIDIA RTX 3090 .......... 110.0 |============================================= NVIDIA RTX 4070 TI SUPER . 82.6 |================================== ViennaCL 1.7.1 Test: CPU BLAS - sDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER .... 165.0 |============================================ NVIDIA RTX 4070 .......... 166.0 |============================================ NVIDIA RTX 4070 TI ....... 168.0 |============================================= NVIDIA RTX 3090 .......... 132.1 |=================================== NVIDIA RTX 4070 TI SUPER . 129.0 |=================================== 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 |================================== NVIDIA RTX 3090 .......... 5.741 |===================================== NVIDIA RTX 4070 TI SUPER . 0.501 |=== ArrayFire 3.9 Test: Conjugate Gradient OpenCL 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 |======================================= NVIDIA RTX 3090 .......... 12.99 |==================================== NVIDIA RTX 4070 TI SUPER . 16.23 |============================================= LeelaChessZero 0.30 Backend: OpenCL Nodes Per Second > Higher Is Better Libplacebo 5.229.1 FPS > Higher Is Better 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 |====================== NVIDIA RTX 3090 .......... 273221 |============================================ NVIDIA RTX 4070 TI SUPER . 143992 |======================= 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 |============================================= NVIDIA RTX 4070 TI ....... 5.962 |====================================== NVIDIA RTX 3090 .......... 5.556 |=================================== NVIDIA RTX 4070 TI SUPER . 5.633 |==================================== vkpeak 20230730 GFLOPS > Higher Is Better 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 |========================================= NVIDIA RTX 3090 .......... 99.05 |========================================== NVIDIA RTX 4070 TI SUPER . 102.83 |============================================ 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 |========================================== NVIDIA RTX 3090 .......... 525.12 |========================================= NVIDIA RTX 4070 TI SUPER . 558.82 |============================================