NeuromatchAcademy / course-content-dl

NMA deep learning course
https://deeplearning.neuromatch.io/
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ModernConvnets, Tutorial 1, Section 4, Coding Exercise 4.1: seed issue #466

Open spirosChv opened 3 years ago

spirosChv commented 3 years ago

TA report: We noticed a weird thing in exercise 4.1: the top 5 categories should be ['gas pump', 'chain saw', 'jinrikisha', 'French horn', 'laptop'], but the fifth category is different for different people! Someone got 'laptop', someone got 'crutch', someone got 'miniskirt'.

We noticed that using the CPU leads to different results comparing with the GPU. The seed seems to work if running the cells multiple times. The issue comes when the notebook runs on the CPU.

iamzoltan commented 3 months ago

Is this still an issue?