carpedm20/DCGAN-tensorflow

Multi-GPU version

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#127 opened on Mar 1, 2017

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enhancementhelp wanted

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Description

As a possible improvement, I would suggest to add a multi-GPU implementation.

Contributor guide

Research direction
Study TensorFlow distributed strategies, particularly `tf.distribute.MirroredStrategy`, and apply it to the existing DCGAN training loop to parallelize across multiple GPUs.
Tech stack
tensorflowpython
Domain
machine learningbackend
Issue type
Feature
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.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
TensorFlowPython
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50