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Machine Learning on the M1 Macbook Pro?



Jordan Harrod

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Is the M1 MacBook Pro actually good for machine learning? Let’s find out.

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Colab Notebook: https://colab.research.google.com/drive/1L2eC1PCaDnoS9HFdH30H0d7POeo3m9Tp

W&B Report: https://wandb.ai/jordan-b-harrod/ml-on-m1/reports/Snapsnot-M1-Video—Vmlldzo1NTEwOTY?accessToken=uvdehyeflnwfmk1dk2zli0zdef2frj81tn85e6wo6maj1ikf7d21q01kiz2isz2o

Sources:

https://github.com/apple/tensorflow_macos

https://wandb.ai/vanpelt/m1-benchmark/reports/Can-Apple-s-M1-help-you-train-models-faster-cheaper-than-NVIDIA-s-V100—VmlldzozNTkyMzg

https://www.apple.com/mac/m1/

https://developer.apple.com/documentation/coreml

https://coremltools.readme.io/docs/updatable-neural-network-classifier-on-mnist-dataset

FCC: This video is sponsored by Skillshare

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20 thoughts on “Machine Learning on the M1 Macbook Pro?
  1. Just got the gpu working for tf. It was non trivial and took me 2 days. Its pretty fast, would stack up to nvidia titan gpus

  2. Hi,
    I am planning to purchase m1 chip 2020.
    Can you.plz tell whether I am able to run deep learning library (pytorch and tensorflow) smoothly.
    Whatever the deep learning model I am able to train in colab or cloud.
    Can I do it in mac.
    Even I able to install tensorflow. Am I able to utilise. GPU in mac.

  3. Nice review but isn’t the V100 roughly 6-7K and more of a specialized piece of hardware ? Can’t really categorize it as a “normal” GPU 🤣💔

  4. I wish i knew this woman personally so she could teach me some of this machine learning stuff……shows like this highlights how much i do not know about computers.

  5. Hey my friends, I’m an IT student so, I do some codes like machine learning tasks on my laptop.
    I have a little weird question, which one should I choose?
    1. Macbook air m2 16gb 512gb

    2. Macbook air m1 base model
    +
    iPad air5 m1 base model

    3. (A little bit pricier combo):
    MacBook air m2 base model
    +
    iPad air5 m1 base model

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