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Does hidet have inputs with dynamic shapes support now? #83

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changcui opened this issue Feb 9, 2023 · 2 comments
Closed

Does hidet have inputs with dynamic shapes support now? #83

changcui opened this issue Feb 9, 2023 · 2 comments

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@changcui
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changcui commented Feb 9, 2023

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@yaoyaoding
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Hi @changcui, sorry, we do not support dynamic shape for now. The support for dynamic shape is on the plan with high priority.

The Hidet Script has the ability to write kernel with dynamic shape, see the example. However, to support the model with dynamic input (i.e., sequence length in text-generation models), we still need to enhance our graph IR and scheduling system.

@changcui
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Thanks for your reply. I will keep an eye on your work.

vadiklyutiy pushed a commit that referenced this issue Jul 22, 2024
Co-authored-by: zita <zita.zhang@mail.utoronto.ca>
Co-authored-by: Kevin Tong <kevintong0821@gmail.com>
Co-authored-by: xiaocenxiaocen <xiao.zhang@centml.ai>
vadiklyutiy pushed a commit that referenced this issue Jul 23, 2024
Co-authored-by: zita <zita.zhang@mail.utoronto.ca>
Co-authored-by: Kevin Tong <kevintong0821@gmail.com>
Co-authored-by: xiaocenxiaocen <xiao.zhang@centml.ai>
vadiklyutiy pushed a commit that referenced this issue Dec 26, 2024
Co-authored-by: zita <zita.zhang@mail.utoronto.ca>
Co-authored-by: Kevin Tong <kevintong0821@gmail.com>
Co-authored-by: xiaocenxiaocen <xiao.zhang@centml.ai>
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