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Model Parallelism on Distributed Infrastructure: A Literature Review from Theory to LLM Case-Studies
We answer the second question by collecting and listing both implementation challenges for the types of parallelism, as well as the problem of optimally partitioning the operator graph.
Using Evolutionary Algorithms to Find Cache-Friendly Generalized Morton Layouts for Arrays
The layout of multi-dimensional data can have a significant impact on the efficacy of hardware caches and, by extension, the performance of applications.
Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research
REDVID is intended as a simulation-in-the-loop, to both generate synthetic data efficiently and to simplify the challenge of ML model design.
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