viswa-nvidia

Criteo link updates needed: ## NVTabular: NVTabular/examples/scaling-criteo/01-Download-Convert.ipynb Change "http://azuremlsampleexperiments.blob.core.windows.net/criteo/day_" to "https://storage.googleapis.com/criteo-cail-datasets/day_" NVTabular/examples/tensorflow/accelerating-tensorflow.ipynb change the link of "Criteo Terabyte Dataset" from "https://labs.criteo.com/2013/12/download-terabyte-click-logs-2/" to "https://ailab.criteo.com/download-criteo-1tb-click-logs-dataset/ ## HugeCTR HugeCTR/notebooks/continuous_training.ipynb2 Change "http://azuremlsampleexperiments.blob.core.windows.net/criteo/day_1.gz" to "https://storage.googleapis.com/criteo-cail-datasets/day_1.gz"...

[BUG] Issue in running Merlin Containers on quick deploy

1

### Bug description https://catalog.ngc.nvidia.com/orgs/nvidia/teams/merlin/containers/merlin-training?quick-deploy=false . After deploying and opening the jupyterlab it got stuck in the loading kernel step. This applies to Merlin training and Merlin Pytorch training. Both of...

[RMP] Support individual Vertex AI tools (like feature store) for serving recs with Merlin

1

## Problem: As a current Vertex AI user, I want to use the managed tools provided by Vertex AI instead of running my own real-time services for model serving, such...

## Problem: ## Goal: ## Constraints: ## Starting Point:

[RMP] Tensorflow support for session based recommendations integration in Merlin

6

## Problem: Session-based and sequential-based models are an active research area for providing personalized recommendations. Transformers4Rec library was built to support the definition of such architectures and the results of...

Note: This ticket needs to capture the models related work also. ## Problem: Adding PyT api to Merlin models ## Goal: ## Constraints: ## Starting Point: [[RMP] Provide serving support...

[RMP] Multi-GPU Data Parallel training for Tensorflow

1

## Problem: Single GPU training takes significantly longer than multi-gpu. Customers would like to be able to accelerate their training workflows by distributing training across multiple GPUs on a single...

## Problem: ## Goal: ## Constraints: ## Starting Point: - Example of running Merlin images on SageMaker - https://github.com/NVIDIA-Merlin/Merlin/tree/main/examples/sagemaker-tensorflow

### Description - [ ] Add PRs automatically to Merlin execution project - [ ] All repos should be tracked in the execution project - [ ] Needs triage should...