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[NPU pipeline] Support save & load and update examples #12293

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merged 3 commits into from
Oct 30, 2024

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rnwang04
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@rnwang04 rnwang04 commented Oct 29, 2024

Description

1. Why the change?

  • Support basic save & load for NPU pipelines (only save torch quantized weight now)

2. User API changes

See examples.

3. Summary of the change

  • Support basic save & load for NPU pipelines (only save torch quantized weight now)
  • Fix wrong setting of max_context_len (max_output_len -> max_context_len - 1)
  • Fix abnormal loading performance caused by split_linears (92s -> 0.037s)
  • Update all existing examples

4. How to test?

  • Unit test: Please manually trigger the PR Validation here by inputting the PR number (e.g., 1234). And paste your action link here once it has been successfully finished.
  • Application test

@rnwang04
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Performance validation is updated here: https://github.com/analytics-zoo/nano/issues/1687#issuecomment-2444391640

@rnwang04 rnwang04 requested review from jason-dai and cyita October 29, 2024 14:14
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@jason-dai jason-dai left a comment

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LGTM

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@cyita cyita left a comment

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LGTM

@rnwang04 rnwang04 merged commit 2b2cb9c into intel-analytics:main Oct 30, 2024
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@rnwang04 rnwang04 deleted the L0_save_load branch October 30, 2024 02:02
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3 participants