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Python: Fix Onnx Connector Memory Problem with Onnx #9716

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@nmoeller nmoeller commented Nov 15, 2024

Onnx currently faces memory issues when dividing functionality among multiple methods

Motivation and Context

I was experiencing weird non reproducible memory issues with connector when using phi-3 vision, after tracing the memory it turned out there are some issues when Parameters & Generation are not in the same function. I am already in contact with the PG to adress the issue also in onnx.

There seems to be a memory problem with pybind, because the parameters show a non deterministc behavior, but they should determistic.

To fix the current problem i've decided to merge the Parameter Method and the Generation Method.

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Onnx currently faces memory issues when dividing functionality among multiple methods
@markwallace-microsoft markwallace-microsoft added the python Pull requests for the Python Semantic Kernel label Nov 15, 2024
@github-actions github-actions bot changed the title Fix Onnx Memory Problem Python: Fix Onnx Memory Problem Nov 15, 2024
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Python Unit Test Overview

Tests Skipped Failures Errors Time
2869 4 💤 0 ❌ 0 🔥 1m 20s ⏱️

@nmoeller nmoeller marked this pull request as ready for review November 15, 2024 13:28
@nmoeller nmoeller requested a review from a team as a code owner November 15, 2024 13:28
@nmoeller nmoeller changed the title Python: Fix Onnx Memory Problem Python: Fix Onnx Connector Memory Problem with Onnx Nov 15, 2024
@TaoChenOSU TaoChenOSU added this pull request to the merge queue Nov 19, 2024
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Nov 19, 2024
@TaoChenOSU TaoChenOSU added this pull request to the merge queue Nov 21, 2024
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Nov 21, 2024
@TaoChenOSU TaoChenOSU added this pull request to the merge queue Nov 21, 2024
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Nov 21, 2024
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4 participants