deepspeedai / deepspeedai/DeepSpeedExamples

autotuning, error

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Python
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Description

hi, thanks for your great job.

I'm trying to start autotuning task, but stuck with some errors.

entry script

cd DeepSpeedExamples/autotuning/hf/gpt2-medium
bash test_tune.sh z0, ok
bash test_tune.sh tune, errors

environment

ngc-23.03
apt-get install nfs-common pdsh

error infos
image

autotuning.tar.gz

some questions
  1. is there any recommended image or dockerfile, to avoid the environment problem?
  2. how to solve the above errors

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start in DeepSpeedExamples/autotuning/hf/gpt2-medium and compare the successful bash test_tune.sh z0 run with the failing bash test_tune.sh tune run. Inspect the attached error image and autotuning.tar.gz, then verify the environment requirements around ngc-23.03, nfs-common, and pdsh. Done means the failure is reproduced and the recommended environment or a specific fix is documented.

Written by the indexing model from the issue text.

Assessment

Tech stack
bash, python
Domain
machine-learning, tooling
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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