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Awesome GitHub RepositoriesDevice Memory Interoperability
Interfaces for direct interaction between software frameworks and native hardware device memory.
Distinct from Native Memory Lifecycle Management: None of the candidates cover direct hardware device memory pressure and interoperability for tensors
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Awesome Device Memory Interoperability GitHub Repositories
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- flashlight/flashlight
flashlight/flashlight
5,443在 GitHub 上查看Flashlight is a standalone C++ machine learning library and tensor library used for building and training neural networks. It functions as a comprehensive neural network framework and automatic differentiation engine, providing the tools to construct computation graphs and calculate gradients via backpropagation. The project serves as a distributed training framework, utilizing all-reduce operations to synchronize gradients and parameters across multiple compute nodes and devices. It distinguishes itself through deep integration of high-performance tensor manipulation, native device memory in
Interfaces directly with backend device memory and pressure functions for native hardware interoperability.
C++
