SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC On-Demand

AI Application Deployment and Inference
Presentation
Media
Monitoring Honey Bee Health Using TensorRT and Microsoft Cognitive Toolkit
We'll take a deep dive into honey bee hive health monitoring with NVIDIA's TX2, TensorRT (a high-performance deep learning inference optimizer), Kineticas insight engine running on DGX-1/DGXStaion, and Microsoft Cognitive Toolkit to rapidly optimize, validate, and deploy trained neural networks for inference. In recent years, the media has reported that bees seem to be dying at an unprecedented rate. We'll explore how new accelerated analytics technologies and their corresponding compute platforms can deliver game-changing possibilities for innovation as we follow a honey bee farm scientist in California, who agreed to field test this real-time monitoring solution with her beehives.  See first-hand how adaptable and accessible these complex, cutting-edge technologies have become and how we can use intelligent monitoring technologies to help rescue the honey bee in the real-world environmental analytics opportunity.
We'll take a deep dive into honey bee hive health monitoring with NVIDIA's TX2, TensorRT (a high-performance deep learning inference optimizer), Kineticas insight engine running on DGX-1/DGXStaion, and Microsoft Cognitive Toolkit to rapidly optimize, validate, and deploy trained neural networks for inference. In recent years, the media has reported that bees seem to be dying at an unprecedented rate. We'll explore how new accelerated analytics technologies and their corresponding compute platforms can deliver game-changing possibilities for innovation as we follow a honey bee farm scientist in California, who agreed to field test this real-time monitoring solution with her beehives.  See first-hand how adaptable and accessible these complex, cutting-edge technologies have become and how we can use intelligent monitoring technologies to help rescue the honey bee in the real-world environmental analytics opportunity.  Back
 
Keywords:
AI Application Deployment and Inference, Deep Learning and AI Frameworks, GTC Silicon Valley 2018 - ID S8508
Streaming:
Share:
AI in Healthcare
Presentation
Media
Accelerating Bioinformatics: End-to-End Computation of NASA GeneLab Data with GPU Data Frame

Protecting crew health is a critical concern for NASA in preparation of long duration, deep-space missions like Mars. Spaceflight is known to affect immune cells. Splenic B-cells decrease during spaceflight and in ground-based physiological models. The key technical innovation presented by our work is end-to-end computation on the GPU with the GPU Data Frame (GDF), running on the DGXStation, to accelerate the integration of immunoglobulin gene-segments, junctional regions, and modifications that contribute to cellular specificity and diversity. Study results are applicable to understanding processes that induce immunosuppressionlike cancer therapy, AIDS, and stressful environments here on earth.

Protecting crew health is a critical concern for NASA in preparation of long duration, deep-space missions like Mars. Spaceflight is known to affect immune cells. Splenic B-cells decrease during spaceflight and in ground-based physiological models. The key technical innovation presented by our work is end-to-end computation on the GPU with the GPU Data Frame (GDF), running on the DGXStation, to accelerate the integration of immunoglobulin gene-segments, junctional regions, and modifications that contribute to cellular specificity and diversity. Study results are applicable to understanding processes that induce immunosuppressionlike cancer therapy, AIDS, and stressful environments here on earth.

  Back
 
Keywords:
AI in Healthcare, Performance Optimization, Bioinformatics & Genomics, GTC Silicon Valley 2018 - ID S8528
Streaming:
Share: