Fast Machine Learning

Material Package

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MTWTFSS

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Include*

Everything

Specific sessions

Specific contributions

Specific days

Sessions*

IRIS-HEP & Community planning breakout

Lightning round

Site tours

Tutorials, office hours

Tutorial

Science applications and connections

Current tools and status

Overview, Challenges, Opportunities

Include materials from selected sessions

Contributions*

(Fast) Machine Learning at the LHC (in session "Science applications and connections")

(Fast) Machine Learning for Accelerators (in session "Science applications and connections")

(Fast) Machine Learning for Gravitational Waves (in session "Science applications and connections")

(Fast) Machine Learning for Neutrinos (in session "Science applications and connections")

(Fast) Machine Learning in Cosmology (in session "Science applications and connections")

Azure (in session "Tutorial")

Deep Cleaning for Gravitational Wave Data (in session "Lightning round")

Distributed Training on HPC (in session "Current tools and status")

Docker and Kubernetes (in session "Tutorial")

Energy-efficient Machine Learning (in session "Overview, Challenges, Opportunities")

Future computing architectures (in session "Overview, Challenges, Opportunities")

Galapagos (in session "Tutorial")

Graph NNs for LHC reconstruction (in session "Lightning round")

Heterogenous Computing as a Service (Academia) (in session "Current tools and status")

Heterogenous Computing as a Service (Industry) (in session "Current tools and status")

hls4ml (in session "Tutorials, office hours")

hls4ml (in session "Tutorials, office hours")

hls4ml status (in session "Current tools and status")

hls4ml tutorial continued (non-tornado version) (in session "Tutorials, office hours")

Neuromorphic photonics (in session "Current tools and status")

Overview of triggering and real-time systems (in session "Overview, Challenges, Opportunities")

Real-time AI systems (Academia) (in session "Current tools and status")

Real-time AI Systems (Industry) (in session "Current tools and status")

Real-time RF Processing (in session "Lightning round")

Reconstruction at Nova (in session "Lightning round")

Scalable Systems Laboratory (in session "Current tools and status")

Searching for Black Holes with ML (in session "Lightning round")

SONIC status (in session "Current tools and status")

The IRIS-HEP Blueprint: Concepts and Process (in session "Overview, Challenges, Opportunities")

Training over Distributed Computing Systems (in session "Current tools and status")

Welcome to the LPC (in session "Overview, Challenges, Opportunities")

Workshop Dinner

Include materials from selected contributions

Events scheduled on*

10/09/2019

11/09/2019

12/09/2019

13/09/2019

Include materials from sessions/contributions scheduled on the selected dates