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Inference speed details #139

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angermanc opened this issue Jun 4, 2024 · 0 comments
Open

Inference speed details #139

angermanc opened this issue Jun 4, 2024 · 0 comments

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@angermanc
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angermanc commented Jun 4, 2024

Hi all!
I tried to replicate the inference times as described in this simple plot.. After multiple tries, I could reach the same performance (approx. 10 seconds, 20 + 10 steps) using the following config:

  • A100 GPU
  • small-big version (small stage B model, large stage C model)
  • compile = True
  • bs = 4
  • bfloat16

However, when i apply the same config to the SDXL model, I achieved a inference speed of 16.1 seconds in average, which is much more faster than stated in the histogram. Can you give some details how you compared the inference speed for your implementation?

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