facebookresearch / facebookresearch/detectron2

request for TEST.AMP.ENABLED

Open
#3,119 0 comments 1 reaction 0 assignees View on GitHub
enhancement
Dominant language
Python
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Description

## 🚀 Feature
A clear and concise description of the feature proposal.

## Motivation & Examples

Tell us why the feature is useful.
* Useful when accelerating model in inference time.

Describe what the feature would look like, if it is implemented.
Best demonstrated using **code examples** in addition to words.

```
# detectron2 > evaluation > evaluator.py > inference_on_dataset
# Not validated
if cfg.TEST.AMP.ENABLED:
with autocast():
loss_dict = self.model(data)
```

Contributor guide

Open the contributing guide

Research direction

Start in detectron2/evaluation/evaluator.py at inference_on_dataset and read how evaluation invokes self.model(data). Then trace how cfg.TEST settings are defined and used. Done means the proposed TEST.AMP.ENABLED behavior is clearly specified, implemented consistently in the inference path, and demonstrated with code or tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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