pytorch / pytorch/ignite

Higher API for training

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#912 6 comments 2 reactions 0 assignees View on GitHub

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enhancement
Dominant language
Python
Stars
4.8k
Forks
726
Avg merge
5d 21h
Merged PRs (30d)
5

Description

🚀 Feature

Higher API for training will improve usability of Ignite as Keras did.

My implementation here could be used as the base code.

Contributor guide

Open the contributing guide

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 by reviewing the linked pipelinex implementation at src/pipelinex/ops/ignite_ops.py and comparing it with Ignite's existing training APIs. The issue does not name an Ignite entry point, tests, or a defined API scope, so first clarify the proposed interface and acceptance criteria with maintainers before estimating implementation work.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
api, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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