Is macOS Dynamic Caching similar to Windows hardware-accelerated GPU Scheduling[1]? That feature purports improve latency and GPU scheduling efficiency. Is the

Is macOS Dynamic Caching similar to Windows hardware-accelerated GPU Scheduling[1]? That feature purports improve latency and GPU scheduling efficiency. Is the feature here that the OS is delegating more scheduling to the M3's ASC coprocessor[2] - assuming it's similar to the M1? It seems to me that every explanation of dynamic caching in terms of memory is "wrong" - as seen here and in several articles written by folks more familiar with PC hardware. I think where some folks might get it wrong is thinking of Apple silicon as being like PC hardware, where VRAM and RAM are distinct pools of memory and using the CPU to move data between them (or other devices) is very inefficient. PCI bus attached devices having separate pools of memory has given rise to a plethora of technologies to allow directly read from RAM (DMA), or to enable a GPU to read from NVMe (DirectStorage on Windows), and so on. The patent from the article seems to describe unified memory, part of the M1's architecture, not whatever "Dynamic Caching" is; but I'll admit Apple makes it a bit hard to understand what exactly is the case. There's only one person I'd trust to describe what this feature actually is - I'll wait for Asahi Lina to break down what dynamic caching is and whether this is a hardware or OS feature. [1] https://devblogs.microsoft.com/directx/hardware-accelerated-gpu-scheduling/ https://devblogs.microsoft.com/directx/hardware-accelerated-... [2] https://asahilinux.org/2022/11/tales-of-the-m1-gpu/ https://asahilinux.org/2022/11/tales-of-the-m1-gpu/