cs.PF · 2026-08-30 · No. 100

Performance, 2026-08-30.

1 new papers in cs.PF. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    FoldPipe: Bounded Remote Streaming of Native Molecular Shards with Asynchronous Prefetch

    Dhiren Mukesh Khatri

    cs.PF · cs.LG

    Training molecular machine-learning models on ephemeral or memory-constrained accelerator instances can require repeatedly retrieving preprocessed molecular graphs from remote storage. FoldPipe is a lightweight Python orchestration layer for already-sharded PyTorch and PyTorch Geometric data. It retrieves one shard ahead in a background thread while the consumer trains on the current shard, keeping the number of live shard payloads bounded...

    arxiv.org/abs/2608.27029 · PDF

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