AMP and DALI code examples are contradictory
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Description
The code example in
https://github.com/NVIDIA/DALI/blob/master/docs/examples/pytorch/resnet50/main.py
uses AMP differently than how it is used in
https://github.com/NVIDIA/apex/blob/master/examples/imagenet/main_amp.py
Can someone please update these examples? Not sure if I should open this issue on DALI repo, but ideally both repos should show consistent examples how to use AMP + DALI.
Contributor guide
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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 by comparing docs/examples/pytorch/resnet50/main.py in DALI with examples/imagenet/main_amp.py in Apex, and check the surrounding project guidance for AMP and DALI usage. Clarify the intended consistent pattern, update the relevant examples in both repositories, and verify that they present the same usage.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- documentation, machine-learning
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100