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Shah and colleagues: asynchronous FlashAttention-3

Combined asynchronous data movement, overlapped matrix and softmax operations, and low-precision processing to accelerate attention on Hopper GPUs.

What is recorded here?

Combined asynchronous data movement, overlapped matrix and softmax operations, and low-precision processing to accelerate attention on Hopper GPUs.

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

Scientific scope

FP8 introduces numerical approximation; reported accuracy comparisons do not imply bitwise identity or universal precision gains. The hardware-specific algorithms extend, rather than invent, memory-aware attention.

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People and systems

Jay Shah; Ganesh Bikshandi; Ying Zhang; Vijay Thakkar; Pradeep Ramani; Tri Dao

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Shah and colleagues: asynchronous FlashAttention-3

Combined asynchronous data movement, overlapped matrix and softmax operations, and low-precision processing to accelerate attention on Hopper GPUs.

Scientific scope

FP8 introduces numerical approximation; reported accuracy comparisons do not imply bitwise identity or universal precision gains. The hardware-specific algorithms extend, rather than invent, memory-aware attention.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Jay Shah; Ganesh Bikshandi; Ying Zhang; Vijay Thakkar; Pradeep Ramani; Tri Dao

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources