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Mercury: remote-memory scheduling for multi-GPU operators

Introduced a loop-based communication IR treating remote GPU memory as schedulable storage, with parallelize, shift, shard and replicate transformations and autotuned multi-GPU operator schedules.

What is recorded here?

Introduced a loop-based communication IR treating remote GPU memory as schedulable storage, with parallelize, shift, shard and replicate transformations and autotuned multi-GPU operator schedules.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

The available anonymous technical preprint and the named authorship source are separate documents. Equivalence with the final proceedings version and its exact benchmark details is unconfirmed. Reuses established ring/Ulysses strategies; no all-operator coverage or global optimum is claimed.

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People and systems

Yue Guan; Xinwei Qiang; Zaifeng Pan; Daniels Johnson; Yuanwei Fang; Keren Zhou; Yuke Wang; Wanlu Li; Yufei Ding; Adnan Aziz

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English catalogue narrative

Mercury: remote-memory scheduling for multi-GPU operators

Introduced a loop-based communication IR treating remote GPU memory as schedulable storage, with parallelize, shift, shard and replicate transformations and autotuned multi-GPU operator schedules.

Scientific scope

The available anonymous technical preprint and the named authorship source are separate documents. Equivalence with the final proceedings version and its exact benchmark details is unconfirmed. Reuses established ring/Ulysses strategies; no all-operator coverage or global optimum is claimed.

People and systems

Yue Guan; Xinwei Qiang; Zaifeng Pan; Daniels Johnson; Yuanwei Fang; Keren Zhou; Yuke Wang; Wanlu Li; Yufei Ding; Adnan Aziz

Original sources