Home Machine Learning Apple M3 Machine Studying Pace Take a look at | by Daniel Bourke | Jan, 2024

Apple M3 Machine Studying Pace Take a look at | by Daniel Bourke | Jan, 2024

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Apple M3 Machine Studying Pace Take a look at | by Daniel Bourke | Jan, 2024

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I’ve been utilizing my M1 Professional MacBook Professional 14-inch for the previous two years.

I purchased the upgraded model with further RAM, GPU cores and storage to future proof it.

And it hasn’t missed a beat.

However Apple’s newest launch of the M3 sequence received me curious.

I watched the presentation and noticed a bunch of graphs about it being their greatest GPU efficiency leap in years.

Being a machine studying engineer, naturally, this received me interested in how they’d carry out from a machine studying standpoint.

My M1 Professional is unmatched in day-to-day utilization.

I adore it.

However I wouldn’t go coaching bigger scale machine studying fashions on it.

Can the M3 sequence change this?

I did a bunch of assessments to seek out out.

  • Code on GitHub — the entire code I used to setup and run the assessments throughout the machines will be discovered on GitHub.
  • Video walkthrough — I additionally made a video walkthrough of all the outcomes plus a number of ideas and suggestions on YouTube.

The next are the machines I examined.

For the entire M3 variants of the MacBook Professional, they have been the bottom mannequin of their class (e.g. an M3 Professional MacBook Professional with no upgrades from the Apple Retailer).

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