3 citations · 4 across the 2 of their papers we have counts for
4 papers
Automatic Discovery of Composite SPMD Partitioning Strategies in PartIR
Sami Alabed, Dominik Grewe, Juliana Franco +6
Large neural network models are commonly trained through a combination of advanced parallelism strategies in a single program, multiple data (SPMD) paradigm. For example, training…
Fast and Memory-Efficient Neural Code Completion
Alexey Svyatkovskiy, Sebastian Lee, Anna Hadjitofi +3
Code completion is one of the most widely used features of modern integrated development environments (IDEs). While deep learning has made significant progress in the statistical p…
Safely Abstracting Memory Layouts
Juliana Franco, Alexandros Tasos, Sophia Drossopoulou +2
Modern architectures require applications to make effective use of caches to achieve high performance and hide memory latency. This in turn requires careful consideration of placem…
Behavioural types for non-uniform memory accesses
Juliana Franco, Sophia Drossopoulou
Concurrent programs executing on NUMA architectures consist of concurrent entities (e.g. threads, actors) and data placed on different nodes. Execution of these concurrent entities…