CentML DeepView#

CentML DeepView provides an integrated experience which allows ML practioners to:

  • Visually identify model bottlenecks

  • Perform rapid iterative profiling

  • Understand energy consumption and environmental impacts of training jobs

  • Predict deployment time and cost to cloud hardware


Getting Started#

Follow the instructions depending on your setup


Deepview.Profile is our free and open source tool provides easier way to identify bottlenecks and perform rapid iterative profiling for Deep Learning. To find out more, visit DeepView.Profile


DeepView.Predict is a tool that predicts a deep neural network’s training iteration execution time on a given GPU. It currently supports PyTorch. To find out more, visit DeepView.Predict


Profiler How-to Guide