Include a pre-trained model with each existing tutorial
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Description
Problem: Currently the tutorial site build takes 1h40m on a g3-8x instance. Reducing this time will allow the community to interact and help us improve documentation. Target: <30m
Proposed solution: Include a pre-trained model by default while commenting out the training steps. This will allow for a faster build time and allow developers on less than ideal hardware to still experience our tutorials.
The highest priority tutorials to target are DCGAN and audio training tutorials.
Impact: 40-50min
Related: #316 #317 #318
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating the DCGAN and audio training tutorials and reviewing how the tutorial site build runs their training steps. Include a pre-trained model by default while commenting out training steps, then verify that the build completes in under 30 minutes and that the tutorials remain usable on less capable hardware.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- documentation, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100