Model Optimization 101

SoTA Deep Learning models are often heavy in sizes and this makes it extremely challenging when it comes to deploying them. Think of deploying to mobile devices, Raspberry Pis, etc. The compute capability of these won't support those heavyweight models. This session is going to be about optimizing Deep Learning models to make them eligible for deployment to broad set of devices. We will covering t

Jun 15, 2020, 3:30 โ€“ 5:00 PM

29
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Key Themes

CloudMachine Learning

About this event

SoTA Deep Learning models are often heavy in sizes and this makes it extremely challenging when it comes to deploying them. Think of deploying to mobile devices, Raspberry Pis, etc. The compute capability of these won't support those heavyweight models. This session is going to be about optimizing Deep Learning models to make them eligible for deployment to broad set of devices. We will covering techniques like Pruning, Quantization and along the way we will also be discussing some practical tips and tricks to make them work really well.

This is a community event in collaboration with deeplearning.ai. Please complete your registration
Registration Link
https://docs.google.com/forms/d/1OCi5r59xDhy3DezDB5jnm-HhtjFSlb3bIQHHvc74g_k/edit

Event Joining Details.

Cogniwonk is inviting you to a scheduled Zoom meeting.

Topic: Model Optimization 101
Time: Jun 6, 2020 05:00 PM India

Join Zoom Meeting
https://us02web.zoom.us/j/88656182656

Meeting ID: 886 5618 2656

Organizers

  • Antrixsh Gupta

    GDG Organizer

  • Shailesh Chaskar

    EPAM

    GDG Co-Organizer

  • Pratik Kale

    Impulsive Web

    Co-Organizer

  • Dnyanada Mahajan

    Gen Digital - NortonLifeLock

    Co Organizer

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