Posts by Poonam Chitale
Data Science
Sep 28, 2020
Profiling and Optimizing Deep Neural Networks with DLProf and PyProf
Software profiling is key for achieving the best performance on a system and that’s true for the data science and machine learning applications as well. In...
19 MIN READ
Conversational AI
Dec 17, 2019
How to Build Domain Specific Automatic Speech Recognition Models on GPUs
In simple terms, conversational AI is the use of natural language to communicate with machines. Deep learning applications in conversational AI are growing...
10 MIN READ
Conversational AI
Dec 10, 2019
Develop Smaller Speech Recognition Models with the NVIDIA NeMo Framework
As computers and other personal devices have become increasingly prevalent, interest in conversational AI has grown due to its multitude of potential...
7 MIN READ
Data Science
Jun 26, 2019
Annotate, Build, and Adapt Models for Medical Imaging with the Clara Train SDK
Deep Learning in medical imaging has shown great potential for disease detection, localization, and classification within radiology. Deep Learning holds the...
9 MIN READ
Computer Vision / Video Analytics
Apr 26, 2019
Fast AI Assisted Annotation and Transfer Learning Powered by the Clara Train SDK
The growing volume of clinical data in medical imaging slows down identification and analysis of specific features in an image. This reduces the annotation...
8 MIN READ
Simulation / Modeling / Design
Feb 06, 2019
Using Nsight Compute or Nvprof to Show Mixed Precision Use in Deep Learning Models
Mixed precision combines different numerical precisions in a computational method. The Volta and Turing generation of GPUs introduced Tensor Cores, which...
4 MIN READ