GPUOpen is a middlewaresoftware suite originally developed by AMD's Radeon Technologies Group that offers advanced visual effects for computer games. It was released in 2016. GPUOpen serves as an alternative to, and a direct competitor of Nvidia GameWorks. GPUOpen is similar to GameWorks in that it encompasses several different graphics technologies as its main components that were previously independent and separate from one another.[2] However, GPUOpen is partially open source software, unlike GameWorks which is proprietary and closed.
History
GPUOpen was announced on December 15, 2015,[3][4][2][5][6] and released on January 26, 2016.
Rationale
Nicolas Thibieroz, AMD's Senior Manager of Worldwide Gaming Engineering, argues that "it can be difficult for developers to leverage their R&D investment on both consoles and PC because of the disparity between the two platforms" and that "proprietary libraries or tools chains with "black box" APIs prevent developers from accessing the code for maintenance, porting or optimizations purposes".[7] He says that upcoming architectures, such as AMD's RX 400 series "include many features not exposed today in PC graphics APIs".
GPUOpen unifies many of AMD's previously separate tools and solutions into one package, also fully open-sourcing them under the MIT License.[4] GPUOpen also makes it easy for developers to get low-level GPU access.[9]
Additionally AMD wants to grant interested developers the kind of low-level "direct access" to their GCN-based GPUs, that surpasses the possibilities of Direct3D 12 or Vulkan. AMD mentioned e.g. a low-level access to the Asynchronous Compute Engines (ACEs). The ACE implement "Asynchronous Compute", but they cannot be freely configured under either Vulkan or Direct3D 12.
GPUOpen is made up of several main components, tools, and SDKs.[2]
FidelityFX Super Resolution (FSR) is used to upsample an input image into a higher resolution. There are multiple versions of FSR with distinctive upscaling technique and image quality:
FSR 1 is a spatial upscaler based on or similar to the Lanczos algorithm, requiring an anti-aliased lower resolution image. It also performs edge reconstruction and gradient reversal. This is then followed by a contrast adaptive sharpening pass (RCAS) to reintroduce detail into the final image. (see the cited quotation below for more information)
"FSR is composed of two main passes:
An upscaling pass called EASU (Edge-Adaptive Spatial Upsampling) that also performs edge reconstruction. In this pass the input frame is analyzed and the main part of the algorithm detects gradient reversals – essentially looking at how neighboring gradients differ – from a set of input pixels. The intensity of the gradient reversals defines the weights to apply to the reconstructed pixels at display resolution.
A sharpening pass called RCAS (Robust Contrast-Adaptive Sharpening) that extracts pixel detail in the upscaled image."[12]
FSR 2 is a temporal upscaler based on a modified Lanczos requiring an aliased lower resolution image and utilising the temporal data (such as motion vectors and frame history) and then applies its own antialiasing pass which replaces the game's temporal antialiasing solution.
FSR 3 adds frame generation and "native antialiasing". Frame generation increases the perceived frame rate of a game. "Native antialiasing", similar to Nvidia's DLAA, can be used without upscaling for improved antialiasing; it can also be combined with frame generation and Anti-Lag+.[13][14]
The standard presets for FSR by AMD can be found in the table below. Note that these presets are not the only way in which the algorithm can be used, they are simply presets for input/output resolutions. Certain titles, such as Dota 2 have offered resolution sliders to fine tune the scaling percentage or dynamically scaling the internal render resolution depending on the FPS cap. AMD has also created a command line interface tool which allows the user to upscale any image using FSR1/EASU as in addition to other upsampling methods such as Bilinear Interpolation. It also allows the user to run various stages of the FSR pipeline, such as RCAS independently.[15]
FSR 2 can also be modded into nearly any game supporting DLSS by swapping the DLSS DLL with a translation layer DLL that maps the DLSS API calls to FSR 2 API calls.[32]
^FSR versions stated in italic present hotfixes or minor updates.
^ The algorithm does not necessarily need to be implemented using these presets; it is possible for the implementer to define custom input and output resolutions.
^ The linear scale factor used for upsampling the input resolution to the output resolution. For example, a scene rendered at 540p with a 2.00x scale factor would have an output resolution of 1080p.
^ The linear render scale, compared to the output resolution, that the technology uses to render scenes internally before upsampling. For example, a 1080p scene with a 50% render scale would have an internal resolution of 540p.
Frame Generation
FSR 3 adds frame generation. Launching in September 2023, FSR 3 uses a combination of FSR 2 and optical flow analysis, which runs using asynchronous compute (as opposed to Nvidia's DLSS 3 which uses dedicated hardware). Because FSR 3 uses a software-based solution, it is compatible with GPUs from AMD, Nvidia, and Intel as well as the ninth generation of video game consoles. To combat additional latency inherent to the frame generation process, AMD has a driver-level feature called Anti-Lag, which only runs on AMD GPUs.[13]
AMD Fluid Motion Frames (AFMF) is a driver-level frame generation technology launching in Q1 2024 which is compatible with all DirectX 11 and DirectX 12 games, however it runs on RDNA 2 and RDNA 3 GPUs. AFMF uses optical flow analysis but not motion vectors, so it can only interpolate a new frame between two traditionally rendered frames. AFMF currently is not compatible with VSYNC.[13]
Tools
The official AMD directory lists:[33]
Having been released by ATI Technologies under the BSD license in 2006 HLSL2GLSL is not part of GPUOpen. Whether similar tools for SPIR-V will be available remains to be seen, as is the official release of the Vulkan (API) itself. Source-code that has been defined as being part of GPUOpen is also part of the Linux kernel (e.g. amdgpu and amdkfd[38]), Mesa 3D and LLVM.
Software development kits
Professional Compute
As of 2022, AMD compute software ecosystem is regrouped under the ROCm metaproject.
AMD's "Boltzmann Initiative" (named after Ludwig Boltzmann) was announced in November 2015 at the SuperComputing15[40][41][42][43][44] and productized as the Radeon Open Compute platform (ROCm). It aims to provide an alternative to Nvidia's CUDA which includes a tool to port CUDA source-code to portable (HIP) source-code which can be compiled on both HCC and NVCC.
Radeon Open Compute Kernel (ROCK) driver
Radeon Open Compute Runtime (ROCR) runtime
HCC: Heterogeneous Compute Compiler
HIP: C++ Heterogeneous-Compute Interface for Portability
^ a b c d"AMD reveals long-awaited FSR 3 tech and frame gen for every DX11/DX12 game". EuroGamer. 25 August 2023. Retrieved 6 September 2023. FSR 3 is a frame generation solution that operates along similar lines to Nvidia's DLSS 3 - combining frame generation (Fluid Motion Frames) with super resolution upscaling (FSR 2) and latency reduction (Anti-Lag+) in a small number of supported games, with Forspoken and Immortals of Aveum set to first debut the technology. FSR 3 will work on Radeon graphics cards, as well as Nvidia and Intel GPUs.
^" "AMD claims there's nothing stopping Starfield from adding Nvidia DLSS". The Verge. 24 August 2023. Retrieved 6 September 2023.
^"AMD FidelityFX Super Resolution is coming soon to GPUOpen - AMD GPUOpen". AMD GPUOpen. June 1, 2021. Retrieved March 21, 2023.
^"FidelityFX Super Resolution (FSR) source code is here, along with Unity and UE4 support too! - AMD GPUOpen". AMD GPUOpen. July 15, 2021. Retrieved March 21, 2023.
^"Don't cross the streams! Bust more ghosts with the source code to FidelityFX Super Resolution 2.2 - AMD GPUOpen". AMD GPUOpen. February 16, 2023. Retrieved March 23, 2023.
^"AMD FidelityFX Super Resolution 2.2.1 hotfix! - AMD GPUOpen". AMD GPUOpen. June 9, 2023. Retrieved June 14, 2023.
^"FidelityFX Super Resolution 2.2.2 (FSR2) - FidelityFX SDK - AMD GPUOpen". AMD GPUOpen. Retrieved September 11, 2023.
^"With a seasonal frame of mind, in one fluid motion we've generated the AMD FSR 3 GitHub source code repo for gamedevs everywhere! - AMD GPUOpen". AMD GPUOpen. December 14, 2023. Retrieved March 22, 2024.
^Sommefeldt, Rys (December 14, 2023). "Release FidelityFX SDK for FSR3 v3.0.4 · GPUOpen-LibrariesAndSDKs/FidelityFX-SDK · GitHub". GitHub. Retrieved March 22, 2024.
^Walker, Alex (June 23, 2021). "AMD's FSR Only Supports 7 Games, But It's Already Super Promising". Kotaku Australia. Retrieved July 11, 2021.
^Mujtaba, Hassan (March 23, 2022). "AMD Details FSR 2.0: NVIDIA GeForce 10 & Up Support, High-Quality Upscaling Without Machine Learning, More Quality Modes". Wccftech. Retrieved March 24, 2022.
^Sims, Daniel (July 5, 2022). "Unofficial FSR 2.0 mod arrives to several more games including Dying Light 2, RDR 2 and Death Stranding". TechSpot.
^AMD GPUOpen (2016-01-26). "Create Your own GPU PerfStudio Direct3D 12 Plugin". Archived from the original on 2019-01-09. Retrieved 2016-01-27.
^AMD GPUOpen (2016-01-26). "Have You Tootled Your 3D Models?". Archived from the original on 2019-01-09. Retrieved 2016-01-27.
^"Linux kernel 4.2 /drivers/gpu/drm/amd".
^Heinz Heise (2015-03-04). "LiquidVR: Neues Virtual-Reality-SDK von AMD" (in German).
^AnandTech (2015-11-16). "AMD@SC15: Boltzmann Initiative Announced - C++ and CUDA Compilers for AMD GPUs".
^Heinz Heise (2015-11-17). "Supercomputer: AMD startet Software-Offensive "Boltzmann"" (in German).
^3dcenter.org (2015-11-16). "AMDs Boltzmann-Initiative geht direkt gegen nVidias CUDA" (in German).{{cite web}}: CS1 maint: numeric names: authors list (link)
