oneapi-src / oneapi-src/oneAPI-samples
when evaluate the IntelModin_Vs_Pandas cause performance issue
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bug
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- C++
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Description
Summary
When I evalue this sample IntelModin_Vs_Pandas, cause the Xeon CPU hung and CPU performance very slow.
Version
2023.0.0
Environment
ubuntu 20.04lts
Steps to reproduce
Run this sample at Jupyter Notebook
Observed behavior
Suppose can see the Pandas vs Modin performance, and cause my whole CPU performance very slow.
Expected behavior
Attached warning into .png.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked IntelModin_Vs_Pandas sample and reproduce it in Jupyter Notebook on Ubuntu 20.04 with version 2023.0.0. Compare the CPU slowdown and reported hang with the attached warning; done means the sample no longer causes the reported system-wide performance problem.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook, pandas
- Domain
- data, performance
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100