RTX 5090 Tested Against FLUX DEV, SD 3.5 Large, SD 3.5 Medium, SDXL, SD 1.5 with AMD 9950X CPU and RTX 5090 compared against RTX 3090 TI

RTX 5090 Tested Against FLUX DEV, SD 3.5 Large, SD 3.5 Medium, SDXL, SD 1.5 with AMD 9950X CPU and RTX 5090 compared against RTX 3090 TI in all benchmarks. Moreover, compared FP8 vs FP16 and changing prompt impact as well

Video Link : https://youtu.be/jHlGzaDLkto

In this video I have intensively compared RTX 5090 speed on FLUX DEV, FLUX Fill, SD 3.5 Large, SD 3.5 Medium, Stable Diffusion XL (SDXL) and Stable Diffusion 1.5 (SD 1.5) models. For each benchmark, I have compared RTX 5090 against RTX 3090 TI so we see the speed improvement. Moreover, I have tested FP8 vs 16-bit precision for FLUX and SD 3.5 Large and SD 3.5 Medium models. Furthermore, I have tested the speed impact of changing prompt on FLUX DEV model since one of the follower had requested. Full specs of the system provided below.

I have used SwarmUI with ComfyUI backend so these benchmarks are literally done on ComfyUI you can think as. Currently no other interface / UI supporting RTX 5000 series as far as i know.

??Automatic Installer and Model Downloader RTX 5000 Series Support ?? ?? https://www.patreon.com/posts/installer-and-downloader-rtx5000-series-support-114517862

??Manually Install RTX 5000 Series Support ?? ?? https://github.com/comfyanonymous/ComfyUI/discussions/6643

??SECourses 10000+ Members Discord ?? ?? https://discord.com/servers/software-engineering-courses-secourses-772774097734074388

??SECourses Amazing Generative AI GitHub ?? ?? https://github.com/FurkanGozukara/Stable-Diffusion

??SECourses AI APPs Index ?? ?? https://github.com/FurkanGozukara/Stable-Diffusion/blob/main/Patreon-Posts-Index.md

??GPU Specs and the used Machine Tutorial ?? ?? https://youtu.be/uV3oqdILOmA

??RTX 5090 Benchmarking Video Series Playlist ?? ?? https://www.youtube.com/playlist?list=PL_pbwdIyffslNd9aLizjQtHVHAMA6tpfT

Video Chapters

• 0:00 Introduction to the video and PC configuration and specs
• 0:30 Backends of ComfyUI and the GPUs and machine config
• 0:40 Testing FLUX DEV model performance on RTX 5090 and RTX 3090 Ti
• 0:53 RTX 5090 and RTX 3090 Ti GPU sensor values while generating images on FLUX Dev
• 2:10 How to change precision to 8-bit (FP8) vs 16-bit on SwarmUI including FP16 T5 XXL
• 3:34 Testing FLUX Fill (inpainting and outpainting) model performance on RTX 5090 and RTX 3090 Ti
• 4:56 Testing speed impact of changing prompt when generating new images
• 6:23 Testing Stable Diffusion 3.5 Medium (SD 3.5 Medium) model performance on RTX 5090 and RTX 3090 Ti
• 8:27 Testing Stable Diffusion 3.5 Large (SD 3.5 Large) model performance on RTX 5090 and RTX 3090 Ti
• 9:02 Where you can learn more about the GPU and the machine that is being used for benchmarking
• 9:42 What kind of Overclocking I am doing on RTX 5090, overlocking levels
• 10:12 Testing Stable Diffusion XL (SDXL) model performance on RTX 5090 and RTX 3090 Ti
• 11:41 Testing Stable Diffusion 1.5 (SD 1.5) model performance on RTX 5090 and RTX 3090 Ti
• 12:54 Comparison table and evaluation of the models and the speeds of RTX 5090 and RTX 3090 Ti
• 15:30 How to install SwarmUI and make it working with RTX 5000 series GPUs and how to download AI models ultra fast
• 17:01 How to use our unified SwarmUI model downloader to download FLUX, SD 1.5, SDXL, SD 3.5 models and more models
• 19:00 How to upgrade Torch / ComfyUI backend to make it work on RTX 5000 series GPUs
• 19:58 Which folder will be deleted and replaced with pre-made backend

Full PC Specs as Below

• CPU : AMD Ryzen 9 9950X 4.3 GHz AM5
• Motherboard : ASUS ROG STRIX X870E-E GAMING WIFI
• GPU 1 — MSI RTX 5090 GAMING TRIO OC
• GPU 2 — Gainward RTX 3090 Ti Phantom
• CASE : Cooler Master Coolermaster HAF700 Evo H700E-WGNN-S00 Gaming Full Tower Pc Case White
• RAM : Corsair 96GB(2x48) Vengeance RGB Black 6400Mhz CL32 DDR5 Ram (CMH96GX5M2B6400C32)
• RAMs are working at 6000 MT RAM Timings : 30–38–38–38–76 (tCAS-tRCD-tRP-tRAS-tRC)
• Disk : 2x Samsung 990 Pro MZ-V9P4T0BW 4 TB
• PSU : Cooler Master V Platinum V2 MPZ-G002-AFAP-BEU Gen5.1 1600 W
• CPU Cooling : Arctic Liquid Freezer III 420 ACFRE00137A
• So lets beging testing #rtx5090 and #rtx3090ti and AMD #overlock