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Understanding performance #3

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yebai opened this issue Aug 21, 2023 · 2 comments · Fixed by #83 or #48
Closed

Understanding performance #3

yebai opened this issue Aug 21, 2023 · 2 comments · Fixed by #83 or #48

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@yebai
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yebai commented Aug 21, 2023

We need some benchmarks to understand the overheads from various steps in the pipeline, e.g.

  • time spent on tracing
  • time spent on transforming and running the tape.
@yebai
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yebai commented Oct 9, 2023 •
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Some code that we can recycle for benchmarking:

@willtebbutt
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The first bit of benchmarking has been implemented in #47 -- it verifies that all hand-written rrules have good performance by comparing the performance of primals with the performance of their associated rrules.

The next stage is to apply the same tests to rrules which are implemented using AD.

This was referenced Feb 22, 2024
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@yebai @willtebbutt