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[Relax] Handle dynamic arguments in legalization of nn.attention - #16592

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Lunderberg merged 1 commit into
apache:mainfrom
Lunderberg:relax_legalize_dynamic_nn_attention
Feb 22, 2024
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Lunderberg merged 1 commit into
apache:mainfrom
Lunderberg:relax_legalize_dynamic_nn_attention

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@Lunderberg

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Prior to this commit, when using causal_mask="BottomRight" in R.nn.attention, the legalization would assume that the query and key/value sequence lengths were static integers. This commit updates the legalization to allow dynamic shapes.

@slyubomirsky slyubomirsky left a comment

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Good catch and it's a nice improvement. We should really have "always think about the dynamic case" as a motto.

@Lunderberg

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We should really have "always think about the dynamic case" as a motto.

I like the motto, as it's the most user-friendly option at a high level. Since specialization can go from dynamic to static, but going from static to dynamic would be ambiguous, I really like "dynamic until specialized" as the default behavior.

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Lunderberg merged commit 4b7d78d into apache:main Feb 22, 2024
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Lunderberg deleted the relax_legalize_dynamic_nn_attention branch February 22, 2024 17:22
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2 participants