The latest advancements in Metal Ray Tracing mean less GPU time is spent building acceleration structures, work like culling can move to the GPU to reduce CPU overhead, and both intersection and shading can be optimized with direct access to primitive data.
The new Metal backend in PyTorch version 1.12 enables high-performance, GPU-accelerated training using MPS Graph and the Metal Performance Shaders primitives. This new geometry pipeline replaces vertex shaders with two new shader stages - object and mesh - that enable more flexible culling and LOD selection, and more efficient geometry shading and generation. Metal 3 introduces powerful features that help your games and pro apps tap into the full potential of Apple silicon. The compiler can generate GPU binaries at project build time to eliminate in-app shader compilation, helping games improve performance and reduce load times. Metal powers hardware-accelerated graphics on Apple platforms by providing a low-overhead API, rich shading language, tight integration between graphics and compute, and an unparalleled suite of GPU profiling and debugging tools. Clang builds on the LLVM optimizer and code generator, allowing it to provide high-quality optimization and code generation support for many targets. Optimally stream asset data to Metal textures and buffers directly from storage using asynchronous I/O. The Clang Compiler is an open-source compiler for the C family of programming languages, aiming to be the best in class implementation of these languages. Choose a combination of temporal or spatial algorithms to help boost performance.
Render complex scenes in less time per frame with high-performance upscaling and anti-aliasing.
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