Neural Network Quantization and Compression with Tijmen Blankevoort - TWIML Talk #292

Neural Network Quantization and Compression with Tijmen Blankevoort - TWIML Talk #292

Today we’re joined by Tijmen Blankevoort, a staff engineer at Qualcomm, who leads their compression and quantization research teams. In our conversation with Tijmen we discuss: • The ins and outs of compression and quantization of ML models, specifically NNs, • How much models can actually be compressed, and the best way to achieve compression, • We also look at a few recent papers including “Lottery Hypothesis."

Episoder(779)

Real-Time Machine Learning in the Database with Nikita Shamgunov - TWiML Talk #84

Real-Time Machine Learning in the Database with Nikita Shamgunov - TWiML Talk #84

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

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re:Invent Roundup Roundtable - TWiML Talk # 83

re:Invent Roundup Roundtable - TWiML Talk # 83

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

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Driving Customer Loyalty with Predictive and Conversational AI with Sherif Mityas - TWiML Talk #82

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

8 Des 201736min

Innovation Factories for AI in FInancial Services with Thierry Derungs - TWiML Talk #81

Innovation Factories for AI in FInancial Services with Thierry Derungs - TWiML Talk #81

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

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Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - TWiML Talk #80

Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - TWiML Talk #80

The show is part of a series that I’m really excited about, in part because I’ve been working to bring them to you for quite a while now. The focus of the series is a sampling of the interesting work ...

7 Des 201744min

AI for Customer Service and Marketing at Aeromexico with Brian Gross - TWiML Talk #79

AI for Customer Service and Marketing at Aeromexico with Brian Gross - TWiML Talk #79

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

6 Des 201729min

Scaling AI for the Enterprise with Mazin Gilbert - TWiML Talk #78

Scaling AI for the Enterprise with Mazin Gilbert - TWiML Talk #78

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

5 Des 201749min

Scalable Distributed Deep Learning with Hillery Hunter - TWiML Talk #77

Scalable Distributed Deep Learning with Hillery Hunter - TWiML Talk #77

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

4 Des 201738min

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