支持的技术. Round up of today's best deals. Finally set the jpeg quality to “90” and press “Enter”. You will need FFMpeg, Git, and the most recent NVIDIA driver for your system to use this project. Render any GPU intensive work e. . You can also try using Radeon's auto updater maybe it will help you with the problem. Amd Rx580 (Cores:2304 TMUs: 144: ROPs:32)vs a GTX 1060-6gb (Cores: 1280 TMUs: 80 ROPs: 48) was the shocker to me. 1 Stable Diffusion XL. . Please join via invitation link. - These are the results of an early prototype. py. r/AMDHelp. It depends on how powerful your computer and how demanding the game to resources. Servers like the NVIDIA DGX ™ H100 take advantage of this technology to deliver greater scalability for ultrafast deep learning training. With the stable PyTorch 2. What about the CPU though? Is a decent AMD Ryzen 5 3600 good enough? How important are the RAM's?. DeepFaceLab does not have GUI but it does not require a high RAM (at least 2g). 0485. 1GHz and single-core peak frequency of 3. Provide details and share your research! But avoid. . This version is no longer under development. 0 deepfake software for AMD, NVIDIA, Intel HD, and CPU. 05 사이를 추천해드립니다 . Offload your workstation by moving heavy computational tasks to Remote Desktop in the cloud. As for drivers for Windows 10, the NVIDIA download page at present directs to version 461. Other relevant information. This will be using the optimized model we created in section 3. 9 million by 2028, growing at a CAGR of 36. 4. Boosts performance for all GeForce RTX GPUs by using AI to output higher resolution frames from a lower resolution input. DirectX is much slower than CUDA so NVIDIA owners should use the 2080 or 3000 series builds if possible. (Basic Installation Steps) Step 3. " (thats ok) next train will skip this and start immediately with "Initializing models"PayPal Tip Jar:DFM files here:you don't already have ml4a installed, or you are opening this in Colab, first enable GPU ( Runtime > Change runtime type ), then run the following cell to install ml4a and its dependencies. AMD RX 6700 XT. Overview of what pretrained models can add to your training. When it comes to GPUs compatibility with the Ryzen 7 3700X, the processor is compatible with most modern GPUs from trusted brands like Nvidia GeForce RTX 20 Series cards or AMD Radeon RX 5000 Series cards. . 随着大家的惊呼，神奇女侠的换脸视频出现，然后这个项目就被各大网站给禁了。. Introducing the AMD Radeon™ RX 6600 XT graphics card, featuring the breakthrough AMD RDNA™ 2 architecture, engineered to deliver the ultimate 1080p gaming experience. Latitude. DeepFaceLab 1. DirectML is young tech. GitHub - iperov/DeepFaceLab: DeepFaceLab is the leading software for creating deepfakes. 特性. Development. The Best Deepfake Software and App at a Glance. 0は機械学習を利用して動画の顔を入れ替えるツールです。 以前にDeepFaceLab 1. The eight games we're using for our standard GPU benchmarks hierarchy are Borderlands 3 (DX12), Far Cry 6 (DX12), Flight Simulator (DX11 AMD/DX12 Intel/Nvidia), Forza Horizon 5 (DX12), Horizon. reReddit: Top posts of December 11, 2022. Environment. Also not actual G-RAM it uses from my normal RAM. DeepFaceLabCUDA9. Added Windows installation tutorial. 想要在自己电脑上跑换脸软件就必须要一张显卡，想要轻松. When i try to run the 5. ASRock RX 6800 XT Phantom Gaming OC: now $449 at Newegg (was $579. BTW DeepFaceLab doesn't have multi GPU support for now. 5 or above. A general schematic of an encoder-decoder network for training and conversion is shown in Figure 1 above. The output of the. If you don’t have a GPU, select the CLSSE build. 47. 1. It always stop at 40%. You should spend time studying the workflow and growing your skills. The result is saved (by default) in results/result_voice. Head Over to Nox Player Website. We cover and keep track of developments for Intel Meteor Lake, AMD Zen 5, NVIDIA's new GeForce 40 Super GPUs, DDR6 and GDDR7 memory, chipsets and more. GPU: AMD RX 480 8GB VRAM; RAM: 16GB RAM; Pagefile: 100GB; Python version: Using windows binary. You’ll see a lot of batch files and two sub-folders. saltfishh opened this issue on Mar 21, 2020 · 4 comments. Whenever I start a game, in a matter of 1 hour of gameplay or less, the screen goes black for a moment and then the AMD Driver Timeout pop up appears. Train new model with only GPU0: "Caching GPU kernels. By the end of this deepfake guide you will be familiar with the basic. You signed in with another tab or window. iperov / DeepFaceLab Public archive. Plus, DirectX® 12 multi-threaded. bat, these scripts are used to run various processes required to create a deepfakes, in the main folder you'll see them and 2 folders:Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. DeepFaceLab is the leading software for creating deepfakes. Try now. AMD Radeon™ ProRender is AMD’s powerful physically-based rendering engine that lets creative professionals use open industry standards to leverage GPU and CPU performance to produce stunningly photorealistic images in Blender®. Code; Issues 24; Pull requests 5; Discussions; Actions; Projects 0; Security;. Notifications Fork 9. Don’t underestimate the Apple Silicon M1 Chip. 80GHz 2. py", line 64, in. 2. AMD offers a great selection of graphics cards as well, with enough variety to please nearly every type of PC user. 筆者はintel CPU,NVIDIA GPU環境なので、AMDについては記載しませんが対応しています。 ハード. DeepFaceLab is currently the world's leading software for creating deepfakes, with over 95% of deepfake videos created with DeepFaceLab. Usually ships in 5. #666. update gpu drivers and download fresh dfl version. This issue looks very much like #277. Default AMD OC settings, same issue. Step-by-step deepfake tutorials covering DeepFaceLab 2. Check Price on Amazon. CUDA Toolkit 11. Don't know if this occurs to others as well. At least that is the problem with my AMD RX 560X. While DeepFaceLab can run on a standard PC, the performance and speed of the deepfake generation process can be greatly enhanced with a more powerful computer, particularly one equipped with a high-end graphics processing unit (GPU). Google drive . The major factors behind this growth include advancements in AI, easy accessibility of AI-based editing tools, and the increasing demand for personalized content. Intel HD Graphics 5xx or newer. . Processor 11th Gen Intel (R) Core (TM) i7-1165G7 @ 2. Provide details and share your research! But avoid. 2018年9月25日是中秋节假后三天第1天上班，写点简单的新手指南恢复学习状态。. Introduction 2. So, at $800, it's the better option. This video tutorial will show you how to use DeepFaceLab using AMD Radeon GPU (RX 570). How to make deepfakes without a GPU graphics card! This step by step CPU only tutorial will help you create deepfakes in just a few hours! Start with DeepFac. A mostly incremental upgrade over the original RX 6600 but with many of the new features from the RX 7900 XTX and XT, it would come with a price cut, from the RX 6600's $329 to $299. Get the latest feature updates to NVIDIA's proprietary compute stack. Include link to the model (avoid zips/rars) to a free file sharing of your choice (google drive, mega). View. *For use with systems running Windows® 11 / Windows® 10 64-bit version 1809 and later. Unraveling the mystery around deepfakes. Code; Issues 541; Pull requests 7; Actions; Projects 0; Security; Insights. Consequently, improvements in deepfake techniques must work around this architectural bottleneck. Windows 11 Pro. Watch Tutorials. 99 ($180 off) at Newegg ・XFX Radeon RX 6750 XT 12GB,$329. This includes series 2000, 1600, 1000, and 900; DeepFaceLab DirectX 12 build - for AMD, Intel, or Nvidia GPUs that fully support DX12. AMD GPU. Download and Install the file on your Windows or Mac PC. # Deepfake model training pipeline with AMD ROCm support ## Outline 1. iperov DeepFaceLab New issue AMD GPU #666 Closed saltfishh opened this issue on Mar 21, 2020 · 4 comments saltfishh on Mar 21, 2020 saltfishh closed this. 0 OpenCL (Legacy): Works with AMD, IntelHD, NVIDIA, or CPU. Python version: 3. 1 build 06-20-2019』です。このファイルは『Deep Fake Lab』(以下『本ソフト』)でOpenCLを利用し、CPUやAMD製のGPUを利用する事が可能な『実質最終バージョン』です。これより新しいビルドバージョンでは精度が低いです。 CONVERT not using GPU, only CPU. Turning over to our ray tracing benchmarks, again sorted by the 1080p results — though this time the tests are demanding enough that the. Default AMD OC settings, same issue. 4 GB usable)DeepFaceLab's table of increase in training image size, compared to 1024px native training resolution. 24 April 2020. Get Alan Wake 2 with select GeForce RTX 40 Series. DeepFaceLab. Loading XSeg model. Open Orchoidizer opened this issue May 10, 2021 · 2 comments Open Which AMD cards are supported by the new DirectX12 build?. Is it possible to use Deepfacelab on Linux with AMD graphics cards? I have RX 6650 XT 8GB graphics card and I would like to learn how to create deepfake videos. DockerAs such, it provides remarkable multi-tasking performance for gaming PCs and workstations alike. AMD’s GPU-drivers include the OpenCL-drivers for CPUs, APUs and GPUs, version 2. DeepFaceLabIt supports older processors without AVX instructions. 显卡主要分n卡（英伟达）和a卡（amd），一般来说是推荐n卡，n卡的支持会更好，使用场景更广泛。 在DeepFaceLab的历史版本中，曾经有支持A卡的opencl版本，中途放弃了对A卡的支持，2021终于有了支持A卡的DirectX12版本。Deepfake Tutorials. THIS IS NOT TECH SUPPORT FOR NEWBIE FAKERS POST ONLY ISSUES RELATED TO BUGS OR CODE Expected behavior I want to run the program. 04 NVIDIA-Driver : 510. 0 Installation Guide for AMD, NVIDIA, Intel HD, and CPU. DeepFaceLab 教程: 新手入门教程. OS: Windows 11 x64 DFL Version: DeepFaceLab_NVIDIA_RTX3000_series_build_11_20_2021 GPU: nVidia GeForce RTX 3090 FE CPU: AMD Ryzen Threadripper 3960x RAM: 32G After. Not sure what to do now. Once the window opens, select the GPU device and press “Enter”. How to Make a DeepFake Video with DeepFaceLab 1. Powerful compute units with hardware raytracing acceleration, blistering-fast AMD Infinity Cache™, and large amounts of GDDR6 memory enable the ultimate gaming experience. Join. For instance, in order to train a deepfake model on 5-10,000 source images, those images must be passed through the ‘live’ area of the training architecture in. STEP 1 - DFL BASICS: DeepFaceLab 2. You signed out in another tab or window. Tips for better results:Cost approx $80usd for the GPU rental. Mega . Step-by-step with DeepFaceLab, we go through everything together. 34% from 2023 to 2028. Deepfake defense not only requires the research of detection but also requires the efforts of generation methods. A month ago, NVIDIA began rolling out their GeForce RTX 40 series GPUs, starting with the RTX 4090 24GB. The DeepFaceLab Direct X 12 build can be used with AMD, Intel, and NVIDIA devices with Direct X 12 running on Windows 10. GPUs can process many pieces of data simultaneously, making them useful for machine learning, video editing,. If you agree to these terms, click Accept to continue. bat multiple times but no succes. Or moreover the problem that was the root of it all. In some games that fair performance boost will allow you play maxed textures. 10After Effects 22. It has an RX560 01:00. DeepFaceLab is compatible with AMD, NVIDIA, IntelHD graphics and all OpenCL 1. This video is a step by step guide on how to deepfake using deepfacelabwith this method you will be able to deepfake any video on both cpu and gpu so pls con. 87 iterations/second. 2, 21. If the 7900XT is 5/6 the performance of the 7900XTX, and assuming the 7900XTX is reasonably priced, then the 7900XT is a steal because accordingly the price should be $882 if we're basing that on 5/6 the price of the XTX. 0等。. 2212. deepfacelab初尝试，用了贴吧百万次神丹迭代了3w次,可是面具感还. for 10 times cheaper than from AWS. PNY NVIDIA GeForce RTX 4070 Ti XLR8 Gaming Verto Epic-X RGB Triple Fan 12GB GDDR6X PCIe 4. 1 day ago · According to sources cited by popular YouTube channel Moore's Law Is Dead (MLID), AMD is planning to market the card as a mid-range offering that could be priced. - This device might be using unofficial / prototype hardware or drivers. Supported hardware includes AMD Radeon R5, R7, and R9 200. 有關使用 AMD 驅動程式自動偵測工具的. . *Artistic product rendering. Reload to refresh your session. Do. 4K120Hz/8K60Hz VRR as specified in HDMI 2. The reference prices for RTX 3090 and RTX 4090 are $1400 and $1599, respectively. How to download and install DeepFaceLab 2. 172V. 1 1. Face Swapper: Best deepfake maker online without reducing image quality. *Artistic product rendering. Operating system and version: Windows, macOS, Linux 8 GB DDR4 RAM WINDOWS 10 Enterprise N. We would like to show you a description here but the site won’t allow us. AMD Software’s One-Click Auto Overclock feature is a simple way to get more performance out of your AMD Ryzen™ 5000 Series Processor and AMD Radeon™ 6000 Series Graphics Card. These are broadly representative input/output sizes in the five years since deepfakes emerged, though better-specced deepfakers also use 384, 768, and various other resolutions. From the project directory, run 6. 硬件. I want to buy a graphics card Which graphics card is best for this program? 1080ti sli 2080ti rtx3080. But when I run it with intel i5-4590 likeable machine, throw exception for some operation not support. 0 cudnn=7. Video generation and review. In Radeon™ Software, click on Performance and select Tuning from the sub-menu. Q: What abóut the Saturn ánd PSX vérsions A: I dont havé the means tó hacktranslate either. Open the Emulator for the initial setup. 上の公式 GitHub より、以下の Magnet Link が紹介されて. . Environment. Expected behavior I would expect using the AMD GPU to train the model. And, because I'm going to replace my old PC anyways, I wanted to ask what components matter for faster rendering with deepfacelab? For sure GPU is the main component: The RTX 2070 (or RTX 2060) seem to be the best bang for buck-GPU. I have a strange behavior while training both xseg and saehd, it may happen that during the process the stats on the training windows stops to update, they are freezed, I can hear the fans go quiet, then I cannot update with. Sep 15, 2021. How to download and install DeepFaceLab 2. The Nox will look and work exactly like an Android Mobile. Container for all video, image, and model files used in the deepfake project. . Choose "Set up G-Sync" on the left menu. bat”. Other relevant information. AMD Radeon RX 7900 XTX. This video takes you trough the entire process of using deepfacelab, to make a deepfake, for results in which you replace the entire head. AMD Software: Adrenalin Edition features performance tuning presets for the AMD Radeon RX 6800 and RX 6900. Right-click the taskbar from the bottom of your screen and select "Task Manager" or press Ctrl+Shift+Esc to open the task manager. Find the output file in the folder you chose. Avatarify - Realtime Face-Swap, where your control any Avatar (only 1 Picture needed) with your Webcam. Fork 9. Using latest prebuilt DX12 version of DeepFaceLab. This project provides you IPython Notebook to use DeepFaceLab with Google Colaboratory. Other relevant information. You can. Don't know if this occurs to others as well. This will need to be added into the tensorflow support I assume and appropriate equivalents to Cuda loaded. Also, the 2060 goes at a nice,. DirectX® 12 technology taps into all the cores of your multicore CPU simultaneously, boosting the amount of work that can be sent to the graphics card. For the live exchange, it needs a fast graphics card like the ones found in current gaming PCs. 21. In this video we will look at how to create a Deepfake using Deep Face Lab. Depending on the model, its TF32 training throughput is between 1. Log in. The Sapphire AMD Radeon NITRO+ RX 7900 XTX Vapor-X remains the best AMD GPU you can buy in 2023, at least until AMD releases something beyond the RX 7900XTX. 换脸软件出来也好几年了，但是目前依旧对硬件依赖比较大。. AMD GPUs also have some. initialize (device_config) File "C:UsersБогданDesktopDFLDeepFaceLab_NVIDIA_internalDeepFaceLabcor. This article serves as a continuously updated summary of currently known leaks and official announcements regarding upcoming hardware releases in 2023 and beyond. 30GHz 3. Among a myriad of new innovations in the VFX and ML research communities, some are attempting to break through the ‘hard limits’ of the popular deepfake packages by extending the architecture so that a machine learning model can train on images as large as 1024×1024 pixels – double the current practical confines of. Install DeepFaceLab and DeepFaceLab for Linux. I believe AMD have finally released ROCM which in turn I understand is how to get this running on linux. i have intel 520,is it going to work or should i switch to colab for high. ’. The creator of DeepFaceLab will also show DeepFaceLive for the first time in 2021. Share Sort by: Best. Unfortunately, there is no "make everything ok" button in DeepFaceLab. DeepFaceLab. The AMD Radeon™ RX 6000 Series graphics cards represent the forefront of engineering and design to deliver ultra-high frame rates. 0. @jarvislabsai = The fastest, easiest and one of the cheaper options for doing ML in the cloud. $239. Builds tried: DeepFaceLab_DirectX12_build_11_20_2021 & DeepFaceLab_DirectX12_build_05_04_2022; The text was updated successfully, but these errors were encountered: All reactions. 这一步往往非常缓慢，请耐心等待（请保持足够的耐心）. 学習時間がとんでもなく長くなります。. Open source drivers on Linux. My 3080 dosent't work on dfl. DLSS Super Resolution. Unreal Engine 4. To access Performance Tuning options, follow the steps below: Right-click on the Desktop and select AMD Radeon Software. Some random 2:33 minutes 368x738, 29fps video ( or any other, I'm just giving spec of one was on the test ) "data_src_faceset_extract. Use realistic prices and the results look very different. Post in this thread or create a new thread in this section (Trained Models). If I underclock my GPU, the program works some more time (Like 10min depending on the underclock) but eventually. Both modes cause Python to crash. But I read a couple reviews saying that it doesn't work well with deep learning programs. 5, 3. . Today's best AMD graphics card deals. It has up to 10-Core CPU, 32-Core GPU, 16‑Core Neural Engine with 200GB/s memory bandwidth in one Chip. Tried using mode 2 and 3 to no avail. You switched accounts on another tab or window. Keep in mind that working with a remote server imposes some restrictions. You can control a static face picture using video or your own face from the camera. GPU Total VRAM CPU RAM Arch Opt Res AE Dim E Dim D Dim M Dim Batch Size Iter (ms) Opt GPU AdaB; 2022-06-16: RTX. So I've been having AMD Drivers Timeout for 3 months or more and I've tried everything to solve this problem, but nothing has worked so far. It is based on the GA107 Ampere chip and offers a slightly. 2 and the latest one bundled in with Windows Update. 0 consists of several . At first I toyed with it on my home PC that has no GPU. 3 GPUs option is preferable for my other tasks, so I wish to know if training with 3x 2070S is possible and significantly faster than with one 2080ti. ROCm consists of a collection of drivers, development tools, and APIs that enable GPU. The software is designed by iperov and is currently available on GitHub. 176 FPS/$. To solve this problem, we present DeepFaceLab, the current dominant deepfake framework for face-swapping. The best last-gen cheap AMD graphics card . GPU utalization stuck a 0% and progress dose not move. The headers in the table listed below describe the following: Model – The marketing name for the GPU assigned by AMD/ATI. mp4. Get Blazingly Fast Performance. Resources - on the latest release we are still seeing CPU fluctuation between 50-100% spikes every 1-2 seconds. Launch a new Anaconda/Miniconda terminal window. 何故AIがこれだけ進歩してきたのか、この技術. DeepFaceLab: Best free deepfake maker software on PC for advanced users to create a deepfake. The RX 6600 isn't that far behind the RX 6600 XT in performance, but it is a more appealing option for a dedicated capital-B Budget Build. And, because I'm going to replace my old PC anyways, I wanted to ask what components matter for faster rendering with deepfacelab? For sure GPU is the main component: The RTX 2070 (or RTX 2060) seem to be the best bang for buck-GPU. py. Wide engineering support Some practical measures were added to improve the performance: multi-GPU support, half-precision training, usage of pinned CUDA memory to improve. 7, DRM 3. Some random 2:33 minutes 368x738, 29fps video ( or any other, I'm just giving spec of one was on the test ) "data_src_faceset_extract. 1. Works with AMD, IntelHD, NVIDIA, or CPU. ai's Stable Diffusion latent diffusion image synthesis model a couple of weeks ago may be one of the most significant technological disclosures since DeCSS in 1999; it's certainly the biggest event in AI-generated imagery since the 2017 deepfakes code was copied over to GitHub and forked into what would become. Experiments show that human beings. To do this, use DeepFaceLabOpenCLSSE assembly. edited. Windows 10 Home. . DeepFaceLab_DirectX12 Edition Windows 10 Pro Version 21H1 Installed on 1/02/2021. Added StyleGAN. 2, 21. Not all graphics cards from NVIDIA have integrated support for GPU Computing. Schedule GPUs. Click the performance tab, there you will see an accurate usage percentage. bat" Select the setting shown above Nothing happens on the progress Even tried the stock footage. Running trainer. Let's take DeepFaceLab as example and check the steps to make a DeepFake video. I recently started playing around with deepfacelab. 7-zen1-2-zen) 22230 Quadro K6000 22113 Quadro P2000 22069 AMD Radeon (TM) R7 370 Series 21876 ATI Radeon HD Pitcairn Unknown Prototype Compute Engine 21796 NVIDIA GeForce GTX 780 21741 AMD Radeon HD 7800 Series 21624 ATI Radeon HD Pitcairn XT Prototype. Edition Windows 10 Home Version 20H2 Installed on 7/21/2020 OS build 19042. 2、CUDA Toolkit 9. Try FANSEG version if that's the. . Download and run directly onto the system you want to update. 0 Quick96, a preset training model that is easy to use on most computers that have Windows and an NVIDIA GPU. Notifications Fork 9. 1. Following on the highly successful AMD “Zen”-based AMD Ryzen™ chiplet processors, the new graphics cards. To begin double click on “5) data_dst faceset extract. 3x to 1. That said, right now I wouldn't recommend buying an Nvidia card. 显卡主要分N卡（英伟达）和A卡（AMD），一般来说是推荐N卡，N卡的支持会更好，使用场景更广泛。 在DeepFaceLab的历史版本中，曾经有支持A卡的opencl版本. rmtree (output_directory) except: pass bye all data. Login to Submit a Celebrity Faceset. Even in Windows AMD is using DirectX which is not native. 1. easyMineable v2. 8libsite-packages ensorflowpythonpywrap_tensorflow. Tried using different AMD drivers. 抓到机会趁机偷袭，那就互相伤害换家吧！. 3 · 5. . The GPU gets all the instructions for drawing images on-screen from the CPU, and then it executes them. 0 release, PyTorch 2. In this instructive document, we will try to install deepfacelab with the drivers recommended for the graphics card. Supported hardware includes AMD Radeon R5, R7, and R9 200 series or newer, Intel HD Graphics 500 series or newer, and NVIDIA G-Force GTX 900 series or newer. You may have noticed a mysterious new optional feature called Hardware Accelerated GPU Scheduling appear in the advanced graphics settings page with the Windows 10 May 2020 update. 52, 6. 1. 7 Downloads. I don't have an AMD system, but my understanding from this devblog post is that it should work on your system. 50GHZ problem is coming not just in data_src extract faces S3FD all GPU but every other data_src extract (MT,S3FD) and all. The program can exchange faces in live videos after appropriate training or with supplied pre-trained AI models. th14anon mentioned this issue on Nov 15, 2021. Wondering how to make deepfakes? This step by step deepfake tutorial for beginners will have you creating deepfakes in just a few hours! We'll start with Dee. You signed in with another tab or window. STEP 1 - DFL BASICS: DeepFaceLab 2. !pip3 install --quiet ml4a. To see how the AMD Radeon 7900 XTX 24GB performs, we will be comparing it to the previous generation Radeon 6900 XT, as well as a range of NVIDIA GeForce RTX 30- and 40-series cards. If I add the p4000 to my pc and install the nvidia drivers, can I use deepfacelab with multi-gpu working on nvidia AND amd. . Setting up RI am on a Surface Laptop Studio 16gb Ram 11th Gen Intel(R) Core(TM) i7-11370H @ 3. In addition, it is always a good idea to check for any other special requirements that the OpenCL application may have. Additional Display: 14" 3840 x 1100 (4K) IPS-level Panel. 6 cudatoolkit=9. The purpose of this blog is to give some background on this new feature and how we are introducing it. What is ROCm? ROCm is an open-source stack, composed primarily of open-source software (OSS), designed for graphics processing unit (GPU) computation. Spot-instance pricing makes high. Operating system and version: Windows 10; Python version: 3. Smart Access Memory where the CPU can access the VRAM of the GPU with Zen 3 and a 500 series mobo. See this page. CUDA cuDNN. AMD's RX.