Artificial Intelligence
Author: Ajay Vohra
Ajay Vohra is a Principal Prototyping Architect specializing in perception machine learning for autonomous vehicle development. Prior to Amazon, Ajay worked in the area of massively parallel grid-computing for financial risk modeling.
Running distributed TensorFlow training with Amazon SageMaker
TensorFlow is an open-source machine learning (ML) library widely used to develop heavy-weight deep neural networks (DNNs) that require distributed training using multiple GPUs across multiple hosts. Amazon SageMaker is a managed service that simplifies the ML workflow, starting with labeling data using active learning, hyperparameter tuning, distributed training of models, monitoring of training progression, […]