![]() ![]() Integrate CoreML and ONNX models into your Metal app faster with MPS Graph conversion tools, and load native MPS Graph models more quickly with the new serialization format.Īccelerate the training of machine learning models right on your Mac with TensorFlow, PyTorch, and now JAX. ![]() The Metal debugger adds support for mesh shader geometry visualization and shader debugging of object and mesh shaders. The shader validation tool now detects out-of-bounds memory accesses from object and mesh shaders. Multiple levels of instancing and curve primitive support deliver more efficient representation of complex materials such as trees, hair, and fur.ĭebug your mesh shader pipelines with Xcode 15. Scale your games and production renderers to even more realistic and detailed scenes. Provide smooth frame rates and more responsive interactions using the new CAMetalDisplayLink.
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