Part2 lesson 11, 08 datablock | fastai 2019 course -v3

Image source: fastai-data-block(Finally) we moved on to imagenette whose entire dataset might unfit to your RAM, so we grab each mini...

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Part2 lesson 10, 07 batchnorm | fastai 2019 course -v3

Image Source: DeepLizard Youtube video

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Part2 Transformer from scatch | fastai 2019 course -v3

Most of the code and model architecture come from a paper Attention is all you need and a repository of fastai

In fastai.v3, Dec 22, 2021

Part2 lesson 11, 08 datablock | fastai 2019 course -v3

Image source: fastai-data-block(Finally) we moved on to imagenette whose entire dataset might unfit to your RAM, so we grab each mini-batch as we need it.

In fastai.v3, Oct 14, 2021

Part2 lesson 10, 07 batchnorm | fastai 2019 course -v3

Image Source: DeepLizard Youtube video

In fastai.v3, Sep 24, 2021

Part2 lesson 10, 5ab, closure&decorator, early stopping

Direct link to answer: link

In fastai.v3, Aug 25, 2021

Part2 lesson 9, 01 matmul & 02 fully-connected | fastai 2019 course -v3

Quick code manual (to review), https://github.com/fastai/course-v3/tree/master/nbs/dl2/01 & 02

In fastai.v3, Apr 23, 2021

Part2 lesson 10, 05 anneal | fastai 2019 course -v3

Image reference: https://arxiv.org/pdf/1608.03983v5.pdf

In fastai.v3, Apr 22, 2021

Sylvain Gugger at a joint NYC AI & ML x NYC PyTorch on 03/20/2019

Note from Sylvain Gugger’s talk at a joint NYC AI & ML x NYC PyTorch on 03/20/2019. Video / Slide </br>

In fastai.v3, Jul 23, 2020