bschifferer

**What questions are you trying to answer? Please describe.** What are the best practices to run NVTabular workflows and training TensorFlow models with NVTabular data loader on cloud platforms.

[BUG] Errors when importing SOK and Data loader

4

I am not able to import Merlin Dataloader + SOK in TensorFlow. Either order (first SOK -> Dataloader OR Dataloder -> SOK) throws an error (see thread). Importing sok and...

This is a list of new example ideas and other example tasks, which are not all prioritized. If some are prioritized, we can slice them out into a smaller tickets...

### Description

- [ ] Create a submission - [ ] If accepted, develop content

### Description We should define a template and requirements when we develop new examples. For example: - Copyright - Headings - Unittests - etc

We want to develop new examples and clean the current NVTabular examples: - [ ] Developing new examples for NVTabular : https://github.com/NVIDIA-Merlin/NVTabular/issues/1541 - [ ] Remove/Move existing examples to other...

GSW provides tools to automatically run and collect metadata of runs on NGC jobs. We want to add the criteo examples for daily runs. ToDo: - [ ] Add NVTabular...

We identified multiple dataset/model architectures which are representative for many workflows. We want to benchmark/analyze throughput performance for many different tools/implementations. ToDos: - [ ] Update SOK implementation for synthetic...

We want to add CI/unittest for notebooks, that they are tested for each PR. Notebooks from: - [ ] https://github.com/NVIDIA-Merlin/models/pull/253 - [ ] https://github.com/NVIDIA-Merlin/models/pull/256 - [ ] https://github.com/NVIDIA-Merlin/models/tree/main/examples/usecases