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Commits on Aug 16, 2024

• mixed_mm: add more extensive dtype testing (pytorch#133292)

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• AutoHeuristic: documentation for mm (pytorch#133611)

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• AutoHeuristic: mm ranking heuristic h100 (pytorch#133608)

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• AutoHeuristic: Heuristic that ranks choices for mm (pytorch#131714)

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• AutoHeuristic: Enable explicit support for ranking (pytorch#131710)

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• AutoHeuristic: Support ranking/pruning choices (pytorch#131705)

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Commits on Aug 15, 2024

• AutoHeuristic: tests (pytorch#133496)

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• AutoHeuristic: pad_mm documentation (pytorch#133411)

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• AutoHeuristic: mixed_mm documentation (pytorch#133410)

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• AutoHeuristic: util scripts (pytorch#133409)

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• AutoHeuristic: instructions (pytorch#132894)

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Commits on Aug 13, 2024

• AutoHeuristic: refactoring (pytorch#133170)

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Commits on Aug 11, 2024

• mixed_mm: fix segfault when allow_tf32=True (pytorch#133173)

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Commits on Aug 9, 2024

• AutoHeuristic: script to generate data for mm (pytorch#131617)

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• inductor mm autotuning: add back previously pruned configs (pytorch#131616)

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• AutoHeuristic: tuned_mm (pytorch#131615)

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Commits on Aug 8, 2024

• Fix flaky internal mixed_mm tests (pytorch#133015)

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Commits on Aug 7, 2024

• AutoHeuristic: mixed_mm H100 heuristic (pytorch#132685)

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Commits on Aug 2, 2024

• AutoHeuristic: mixed_mm heuristic for A100 (pytorch#131613)

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Commits on Aug 1, 2024

• AutoHeuristic: mixed_mm heuristic for A100 (pytorch#131613)

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Commits on Jul 31, 2024

• AutoHeuristic: Collect data for mixed_mm (pytorch#131611)

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Commits on Jul 26, 2024

• AutoHeuristic: Add support for kernel choice selection (pytorch#131610)

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Commits on Jul 18, 2024

• Autoheuristic: Do not store choices as metadata (pytorch#130304)

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• Autoheuristic: add config options for specifying optimizations to collect data for and use heuristics (pytorch#130245)

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Commits on Jul 17, 2024

• Fix flex_attention import in score_mod (pytorch#130906)

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Commits on Jul 15, 2024

• Learn a heuristic to decide whether to pad before mm (pytorch#128643)

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Commits on Jul 8, 2024

• Only run mixed_mm heuristic if shapes are static (pytorch#130081)

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Commits on Jun 19, 2024

• Enable mixed_mm only if casting from lower-bitwidth type to a higher one (pytorch#128899)

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Commits on Jun 14, 2024

• Introduce heuristic for mixed_mm on A100 (pytorch#128232)

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Commits on Jun 8, 2024

• Inductor: Allow small sizes of m for mixed mm autotuning (pytorch#127663)

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Commits on Jun 3, 2024

• Inductor: Allow small sizes of m for mixed mm autotuning (pytorch#127663)

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