qubvel-org/segmentation_models.pytorch

Add example of amp training & qunatization-aware training

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#995 opened on Dec 4, 2024

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examplesfeature-requestgood first issuehelp wanted

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Description

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Contributor guide

Research direction
Review existing examples in the repository, understand the use of torch.cuda.amp and quantization aware training, and create a new example script.
Tech stack
pythonpytorch
Domain
machine learning
Issue type
Documentation
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonPyTorchGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65