Apple's M1 Pro and M1 Max are faster than Google Colab (machine learning speed test)
Daniel Bourke Daniel Bourke
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 Published On Premiered Dec 5, 2021

Let's see how Apple's new M1 Pro and M1 Max deal with various machine learning workloads.

Blog post with results - https://www.mrdbourke.com/m1-pro-m1-m...
Code on GitHub - https://github.com/mrdbourke/m1-machi...
Setup your M1 Mac for machine learning video -    • Setup Mac for Machine Learning with T...  

Links:
Learn ML (beginner-friendly courses I teach) - https://www.mrdbourke.com/ml-courses/
ML courses/books I recommend - https://www.mrdbourke.com/ml-resources/
Read my novel Charlie Walks - https://www.charliewalks.com

Connect elsewhere:
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ArXiv channel (past streams) - https://dbourke.link/archive-channel
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Timestamps:
0:00 - Intro
0:47 - Different Mac models we're testing
2:02 - Different experiments run across machines
2:51 - Final Cut Pro Large video H264 encoding export results
3:53 - Final Cut Pro Large video ProRes encoding export results
5:34 - Final Cut Pro Small video H264 encoding export results
6:10 - Final Cut Pro Small video ProRes encoding export results
7:04 - CreateML Image Classification model training results
9:02 - TensorFlow CIFAR10 & TinyVGG model training results
10:47 - TensorFlow Food101 & EfficientNetB0 feature extractor model training results
12:30 - Summary and recommendations

#MachineLearning #MacBookPro

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