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1 repository

Awesome GitHub RepositoriesMemory Interoperability

Utilities for exposing external memory buffers as tensors.

Distinguishing note: Focuses on zero-copy exposure of existing memory pointers.

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Awesome Memory Interoperability GitHub Repositories

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  • tinygrad/tinygradAvatar tinygrad

    tinygrad/tinygrad

    33,147Vezi pe GitHub↗

    Tinygrad is a deep learning framework and tensor computation engine designed for building and training neural networks. It functions as a hardware abstraction layer that manages device memory, command queues, and kernel dispatching across heterogeneous computing architectures. By utilizing a lazy-evaluation approach, the framework constructs computational graphs that defer execution until data is explicitly required, allowing it to process only the necessary operations for a given result. The project distinguishes itself through a just-in-time compilation layer that transforms abstract comput

    Exposes existing memory pointers as tensors to facilitate efficient interoperability.

    Python
    Vezi pe GitHub↗33,147
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