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▶ 28.5 TFLOPS 1 of peak half precision (FP16) performance ▶ 14.2 TFLOPS 1 of peak single precision (FP32) performance The GeForce RTX 2080 Ti Founders Edition GPU delivers the following exceptional computational performance: The high-end TU102 GPU includesġ8.6 billion transistors fabricated on TSMC’s 12 nm FFN (FinFET NVIDIA) high-performance manufacturing process. NVIDIA Turing is the world’s most advanced GPU architecture. Turing Reinvents Graphics NVIDIA TURING KEY FEATURES
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Turing combines programmable shading, real-time ray tracing, and AI algorithms to deliver incredibly realistic and physically accurate graphics for games and professional applications. Technical details, including product specifications for TU104 and TU106 Turing GPUs, are located in the appendices.įigure 1 shows how Turing reinvents graphics with an entirely new architecture that includes enhanced Tensor Cores, new RT Cores, and many new advanced shading features. In this paper we focus on the architecture and capabilities of NVIDIA’s flagship Turing GPU, which is codenamed TU102 and will be shipping in the GeForce RTX 2080 Ti and Quadro RTX 6000. Several of the new NVIDIA GeForce® and NVIDIA Quadro™ GPU products will be powered by Turing GPUs. Features such as independent thread scheduling, hardware-accelerated Multi Process Service (MPS) with address space isolation for multiple applications, and Cooperative Groups are all part of the Turing GPU architecture. Turing GPUs also inherit all the enhancements to the NVIDIA CUDA™ platform introduced in the Volta architecture that improve the capability, flexibility, productivity, and portability of compute applications. In addition to its groundbreaking AI and ray tracing features, Turing also includes many new advanced shading features that improve performance, enhance image quality, and deliver new levels of geometric complexity. With the combination of Turing GPU architecture and the new AI and ray tracing APIs from Microsoft, game developers can rapidly deploy real-time AI and ray tracing in their games. In parallel with Turing’s development, Microsoft announced both the DirectML for AI and DirectX Raytracing (DXR) APIs in early 2018.
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These new units, combined with NVIDIA RTX™ software technology and sophisticated filtering algorithms, enable Turing to deliver real-time ray-traced rendering, including photorealistic objects and environments with physically accurate shadows, reflections, and refractions.
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Turing GPUs introduce new RT Cores, accelerator units that are dedicated to performing ray tracing operations with extraordinary efficiency, eliminating expensive software emulation-based ray tracing approaches of the past. The long-sought after holy-grail of computer graphics rendering-real-time ray tracing-is now reality in single-GPU systems with the NVIDIA Turing GPU architecture. Turing’s Tensor Cores power a suite of new deep learning-based Neural Services that offer stunning graphics effects for games and professional graphics, in addition to providing fast AI inferencing for cloud-based systems. Image processing applications such as the ImageNet Challenge were among the first success stories for deep learning, so it is no surprise that AI has the potential to solve many important problems in graphics. Within the core architecture, the key enablers for Turing’s significant boost in graphics performance are a new GPU processor (streaming multiprocessor-SM) architecture with improved shader execution efficiency, and a new memory system architecture that includes support for the latest GDDR6 memory technology.
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Using new hardware-based accelerators and a Hybrid Rendering approach, Turing fuses rasterization, real-time ray tracing, AI, and simulation to enable incredible realism in PC games, amazing new effects powered by neural networks, cinematic-quality interactive experiences, and fluid interactivity when creating or navigating complex 3D models. Turing represents the biggest architectural leap forward in over a decade, providing a new core GPU architecture that enables major advances in efficiency and performance for PC gaming, professional graphics applications, and deep learning inferencing.
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The new NVIDIA Turing GPU architecture builds on this long-standing GPU leadership. In addition to rendering highly realistic and immersive 3D games, NVIDIA GPUs also accelerate content creation workflows, high performance computing (HPC) and datacenter applications, and numerous artificial intelligence systems and applications. Fueled by the ongoing growth of the gaming market and its insatiable demand for better 3D graphics, NVIDIA® has evolved the GPU into the world’s leading parallel processing engine for many computationally-intensive applications.