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Increase in compilation times with newer releases #47

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milank94 opened this issue Aug 9, 2024 · 1 comment
Open

Increase in compilation times with newer releases #47

milank94 opened this issue Aug 9, 2024 · 1 comment
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bug Something isn't working enhancement New feature or request

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@milank94
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milank94 commented Aug 9, 2024

There is a noticeable increase in the compilation time of models with newer pybuda releases.

For example (BERT-Large w/ 384 input size):

Release Version Release Date Compilation Time (s) Performance (sen/s)
v0.9.80 Jan 5, 2024 117.7 65
v0.12.3 May 10, 2024 261.8 114
v0.18.2 Jul 18, 2024 358.4 118

That is a 3x increase in compilation time.

Some models have been reported to take even longer going from 5min -> 60min.

@milank94 milank94 added the bug Something isn't working label Aug 9, 2024
@staylorTT
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We will monitor this for now for severity.

@staylorTT staylorTT added the enhancement New feature or request label Aug 30, 2024
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