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Showing 1 to 3 of 3 for “"Tensor Contraction"”.
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GPU-accelerated Inference for Discrete Probabilistic Programs
… elimination is optimized by reduction to tensor contraction with optimized contraction paths, while Gibbs sampling is automatically parallelized through graph coloring techniques. Empirical evaluations on standard benchmarks demonstrate orders of magnitude performance improvements over …
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Automated Implementation of Advanced Electronic Structure Methods
… bottleneck. As the rank of the associated tensors increases, the governing equations explode in complexity, rendering manual implementation labor-intensive, error-prone, and difficult to optimize for modern hardware. To address this challenge, this dissertation presents SeQuant, a …
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Towards efficient algorithms and systems for tensor decompositions and tensor networks
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2024-03-01 without embargo terms