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E3J: An Efficient and Open-Source Backend for Euclidean Equivariant Operations on GPU and TPU

Peltre, Olivier et al.
arXiv (All) · Papers
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computational-physicsdistributedmathematical-softwareparallel
We present e3j, a fast Euclid-equivariance backend for geometric deep learning applications with JAX bindings for GPU and TPU. Leveraging both optimized CUDA and Pallas kernels and algorithmic improvements, the library achieves state-of-the-art throughput and runtime on both forward and backward pat
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