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Rework cifar10 distributed tutorial #67

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vfdev-5 opened this issue Nov 5, 2021 · 2 comments
Open

Rework cifar10 distributed tutorial #67

vfdev-5 opened this issue Nov 5, 2021 · 2 comments
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enhancement New feature or request tutorial Improvements or additions in tutorials

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@vfdev-5
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vfdev-5 commented Nov 5, 2021

The idea is to restructure this tutorial in the following way:
We can provide 2 parts:

  1. minimal DDP code with 1 minimalistic trainer and 1 evaluator (computing accuracy metric) = goal to put the most pertinent info in minimum lines of text
  2. show how to add other features from current text: logging, resuming from checkpoint, etc.

@Priyansi @trsvchn what do you think ?

@vfdev-5 vfdev-5 added enhancement New feature or request tutorial Improvements or additions in tutorials labels Nov 5, 2021
@Ishan-Kumar2
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Hi @vfdev-5
I agree, we should point out the differences that need to be made to your code in order to convert a normal code to a distributed code using a minimal trainer and model. To do that should we have it as a how to guide which assumes you know how to write the basic Ignite pipeline and just mention the additions for distributed training?

@vfdev-5
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vfdev-5 commented Feb 25, 2022

To do that should we have it as a how to guide which assumes you know how to write the basic Ignite pipeline and just mention the additions for distributed training?

Yeah, maybe point (1) "minimal DDP code with 1 minimalistic trainer and 1 evaluator (computing accuracy metric) = goal to put the most pertinent info in minimum lines of text" could be a how-to guide

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