ilovin/lstm_ctc_ocr

CTC on Multiple GPUs

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#5 opened on Jul 18, 2017

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help wanted

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Description

Have you tried Wrap-CTC on GPUs? Do you know any clue about CTC working on multiple GPUs?

Contributor guide

Research direction
Research how to implement CTC loss training on multiple GPUs using TensorFlow's distribution strategies, such as MirroredStrategy. Investigate the Wrap CTC library and its compatibility with multi GPU setups.
Tech stack
pythontensorflow
Domain
machine learningbackend
Issue type
Research
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.
3-5 days
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
PythonTensorFlow
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
45