yangxue0827/RotationDetection

GPU utilization rate is low, seek improvement, welcome PR.

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#1 opened on Dec 1, 2020

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good first issuehelp wanted

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Description

Tf.data+estimator may be a solution?

Contributor guide

Research direction
Profile the training pipeline to identify bottlenecks in GPU utilization. Experiment with tf.data optimizations (e.g., prefetching, parallel calls) and consider switching to tf.estimator for better resource management.
Tech stack
pythontensorflow
Domain
computer vision
Issue type
Performance
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
PythonTensorFlow
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50