FlagGems Overview#
FlagGems is a high-performance general-purpose operator library implemented with the Triton programming language and its extended languages. FlagGems is designed to provide a suite of general-purpose operators for large models, accelerating the inference and training of models across multiple backend platforms.
By registering with the ATen backend of PyTorch, FlagGems facilitates a seamless transition, allowing users to switch to the Triton function library without the need to modify their model code. Users can still utilize the ATen backend as usual while experiencing significant performance enhancement. The Triton language offers benefits in readability, user-friendliness and performance comparable to CUDA. This convenience allows developers to engage in the development of FlagGems with minimal learning investment.