AMD Next-Gen GPUs to Focus on AI: RDNA 4 Architecture

Urian B., Tech Times 23 February 2023, 11:02 pm

AMD is ready to level up in the AI game with its upcoming generation of GPUs. Executives Rick Bergman and David Wang have confirmed that the new architecture, dubbed RDNA 4, will feature powerful AI cores, which AMD refers to as Accelerator cores.

Second-Gen AI Cores: AMD's Attempt to Close the Gap with Nvidia Tensor Cores

According to the story by Giz China, this will be the second iteration of these cores, first introduced with the RDNA 3 GPUs. Though this is certainly encouraging news for AMD, the company still has a long way to go before its graphics cards compete with Nvidia's Tensor cores.

Regarding AI and machine learning performance, the Accelerator cores are already behind the Tensor cores. Whether AMD's second-gen AI cores will close the gap with Nvidia is still being determined.

AMD Reveals Impressive RDNA 4 GPU Features with up to 2.2x Performance Boost

However, AMD's commitment to developing powerful AI technology shows they are serious about competing in AI and machine learning, as also noted in Tech Radar's article. As with any new technology, only time will tell if AMD can catch up with Nvidia or if they will be left in the dust.

AMD has just revealed exciting new details about its upcoming RDNA 4 GPU. According to AMD executives David Wang and Mike Bergman, the new GPUs will have impressive new features that could bring a massive performance boost of up to 2.2x compared to current-generation RDNA 3 cards, as seen in an article by 4gamer.

Self-Contained Pipeline Technology: Boosting Performance in the RDNA 4 GPUs

One of the major new features of the RDNA 4 GPUs is a self-contained GPU pipeline. This will enable the GPUs to handle processes like rendering and texturing exclusively, without relying on the CPU or RAM for guidance or assistance. This will cut out two of the potential bottlenecks of a system and boost the processing speed significantly.

The executives also hinted that there could be more features and improved performance as the RDNA 4 GPU rolls out. They didn't give exact specifics, but they did stress the importance of the new self-contained pipeline technology.

Enhancing the Gaming Experience Through AI Capabilities

As artificial intelligence (AI) technology continues to develop, the integration of such technology into the gaming space is something that AMD is keen to pursue. In an interview with 4gamer, AMD CEO Mark Wang expounded on their plans to improve the graphical capabilities of games and focus on enhancing the gameplay experience through AI capabilities.

The AMD AI capabilities could result in a gaming experience that is much more dynamic and lifelike than it has ever been. For example, opponents and NPCs could learn and adapt to user behavior in shooting games, making them much harder to handle and providing a more challenging experience.

Additionally, the AI capabilities could make even the mundane gaming elements more interesting, such as NPC pathfinding, where wonky behavior and glitches may be improved.