Towards a Catalog of Energy Patterns in Deep Learning Development

Author:

Shanbhag Shriram1,Chimalakonda Sridhar1,Sharma Vibhu Saujanya2,Kaulgud Vikrant2

Affiliation:

1. Indian Institute of Technology Tirupati, India

2. Accenture Labs, India, India

Publisher

ACM

Reference56 articles.

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2. Knowledge Distillation for Low-Power Object Detection: A Simple Technique and Its Extensions for Training Compact Models Using Unlabeled Data

3. Deep learning for facial expression recognition: A step closer to a smartphone that knows your moods

4. Squeeze U-Net: A Memory and Energy Efficient Image Segmentation Network

5. Tom B Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell 2020. Language models are few-shot learners. arXiv preprint arXiv:2005.14165(2020). Tom B Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell 2020. Language models are few-shot learners. arXiv preprint arXiv:2005.14165(2020).

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