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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, 07a Layer-wise Sequential Unit Variance Initialization | fastai 2019 course -v3
Image source and original paper: link
In fastai.v3, Nov 12, 2021
Part2 lesson 11, 09 Optimizer | fastai 2019 course -v3
Image source : link
In fastai.v3, Nov 09, 2021
Part2 lesson 10, 06 ConvNet cuda hooks | fastai 2019 course -v3
Direct link to answer: link
In fastai.v3, Sep 22, 2021
Part2 lesson 10, 04 callbacks | fastai 2019 course -v3
Since fastai instructor people highly emphasized to copy the code from scratch, I’ve been using that approach.It was fine with Part1, but from Part2, applying same strategy which was ...
In fastai.v3, Jul 21, 2020
Part2 lesson 9, 03_minibatch_training | fastai 2019 course -v3
This session is highly related to what is torch.nn really? by Jeremy Howard.
In fastai.v3, Jul 14, 2020
[Q&A] Image Segmentation, using Unet with Driving Video data
This post is about my questions while I was studying USF Deep Learning course about image segmentation task.All the answers are from the course, source code, library document, or docu...
In fastai.v3, Apr 02, 2020![[Q&A] Image Segmentation, using Unet with Driving Video data](/assets/images/output_31_0.png)
Why am I not listed as a contributor?!
From the end of last year, big changes have witnessed in NLP research.Embracing an unprecedented growth, I started to study new exciting results and advances.In doing so, I noticed I’...
In Resource, Jan 10, 2020
Jeremy Howard
This is journey to find out ‘who am I trying to be?’
In People in the World, Dec 15, 2019
feature
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
sticky
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
Featured
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Part2 Transformer from scatch | fastai 2019 course -v3
In fastai.v3, -
Part2 lesson 11, 07a Layer-wise Sequential Unit Variance Initialization | fastai 2019 course -v3
In fastai.v3, -
Part2 lesson 11, 09 Optimizer | fastai 2019 course -v3
In fastai.v3, -
Part2 lesson 10, 06 ConvNet cuda hooks | fastai 2019 course -v3
In fastai.v3, -
Part2 lesson 10, 04 callbacks | fastai 2019 course -v3
In fastai.v3, -
Part2 lesson 9, 03_minibatch_training | fastai 2019 course -v3
In fastai.v3, -
Part2 lesson 9 Note | fastai 2019 course -v3
In fastai.v3, -
[Q&A] Image Segmentation, using Unet with Driving Video data
In fastai.v3, -
Why am I not listed as a contributor?!
In Resource, -
Jeremy Howard
In People in the World,