|
09:00
|
Lectures
(until 10:45)
(500/1-001 - Main Auditorium)
|
|
09:00
|
Introduction to ML
-
Michael Kagan
(SLAC National Accelerator Laboratory (US))
(500/1-001 - Main Auditorium)
|
|
09:30
|
Discussion
(500/1-001 - Main Auditorium)
|
|
09:45
|
ML on the Edge at the LHC experiments
-
Dylan Sheldon Rankin
(University of Pennsylvania (US))
(500/1-001 - Main Auditorium)
|
|
10:30
|
Discussion
(500/1-001 - Main Auditorium)
|
|
10:45
|
--- Coffee break ---
|
|
11:15
|
Lectures
(until 12:00)
(500/1-001 - Main Auditorium)
|
|
11:15
|
Introduction to GPUs
-
NVIDIA team
(500/1-001 - Main Auditorium)
|
|
11:45
|
Discussion
(500/1-001 - Main Auditorium)
|
|
|
09:00
|
Lectures
(until 11:00)
(500/1-001 - Main Auditorium)
|
|
09:00
|
Introduction to FPGAs and FPGA inference
-
Mario Ruiz Noguera
(AMD)
(500/1-001 - Main Auditorium)
|
|
09:45
|
AMD Brevitas QAT and the FINN compiler
-
Mario Ruiz Noguera
(AMD)
(500/1-001 - Main Auditorium)
|
|
10:45
|
--- Coffee break ---
|
|
11:15
|
Lectures
(until 12:30)
(500/1-001 - Main Auditorium)
|
|
11:15
|
Heterogeneous Accelerated Compute Cluster
- Prof.
Gustavo Alonso
(ETHZ)
()
|
|
12:00
|
Discussion
()
|
|
|
09:00
|
Tutorial
(until 10:45)
(222/R-001)
|
|
09:00
|
Training a quantized/pruned NN with QKeras/Tensorflow and deployment with hls4ml (via QONNX)[hls4ml team]
-
Benjamin Ramhorst
(ETHZ)
Benjamin Ramhorst
(Imperial College (GB))
()
|
|
10:45
|
--- Coffee break ---
|
|
11:15
|
Lectures
(until 12:30)
(222/R-001)
|
|
11:15
|
Edge inference for autonomous vehicles
-
Hampus Otto Linander
(Verses AI)
(222/R-001)
|
|
12:00
|
Discussion
(222/R-001)
|
|
|
09:00
|
Tutorial
(until 10:00)
(222/R-001)
|
|
09:00
|
Vitis AI / Intel AI ?
()
|
|
09:45
|
Discussion
(222/R-001)
|
|
10:00
|
Lectures
(until 11:00)
(500/1-001 - Main Auditorium)
|
|
10:00
|
Greanwaves Technologies - ultralow power AI processors
-
Marco Fariselli
(Greenwave technologies)
(500/1-001 - Main Auditorium)
|
|
10:45
|
Discussion
(500/1-001 - Main Auditorium)
|
|
11:00
|
--- Coffee break ---
|
|
11:15
|
Lectures
(until 12:15)
(500/1-001 - Main Auditorium)
|
|
|
09:00
|
NGT workshop: hls4ml HEP community forum
(until 18:00)
()
|
|
09:00
|
Overflow day to allocate depending on wishes or needs
(until 18:00)
(222/R-001)
|
|
|
12:00
|
--- Lunch break ---
|
|
13:30
|
Lectures
(until 14:30)
(500/1-001 - Main Auditorium)
|
|
13:30
|
ML inference on GPUs
-
NVIDIA team
(500/1-001 - Main Auditorium)
|
|
14:15
|
Discussion
(500/1-001 - Main Auditorium)
|
|
14:30
|
Tutorial
(until 16:30)
(500/1-001 - Main Auditorium)
|
|
14:30
|
Tutorial on network optimization for GPUs
-
NVIDIA team
()
|
|
16:30
|
Flash talks / poster session
(until 18:00)
(500/1-001 - Main Auditorium)
|
|
16:30
|
Flash talks / Poster session
(500/1-001 - Main Auditorium)
|
|
|
12:30
|
--- Lunch break ---
|
|
13:45
|
Tutorial
(until 16:00)
(500/1-001 - Main Auditorium)
|
|
13:45
|
QONNX
-
AMD/XILINX team
()
|
|
14:15
|
Discussion
()
|
|
14:30
|
Training a quantized/pruned NN with Pytorch/Brevitas and deployment with FINN
-
AMD/XILINX team
()
|
|
16:00
|
--- Coffee break ---
|
|
16:30
|
Flash talks / poster session
(until 17:45)
(500/1-001 - Main Auditorium)
|
|
16:30
|
Flash talks / poster session
(500/1-001 - Main Auditorium)
|
|
|
12:30
|
--- Lunch break ---
|
|
14:00
|
Lectures
(until 15:00)
(222/R-001)
|
|
14:00
|
Neuromorphic computing
-
Thomas Ortner
(IBM Research)
Stanislaw Wozniak
(IBM Research)
()
|
|
14:45
|
Discussion
()
|
|
15:00
|
--- Coffee break ---
|
|
15:15
|
Tutorial
(until 16:45)
(222/R-001)
|
|
15:15
|
Tutorial on neuromorphic computing
-
IBM Research
(222/R-001)
|
|
17:00
|
Lectures
(until 18:00)
(500/1-001 - Main Auditorium)
|
|
17:00
|
Real time applications in earth-monitoring satellites
-
Agenium Space
(500/1-001 - Main Auditorium)
|
|
17:30
|
Discussion
(500/1-001 - Main Auditorium)
|
|
|
12:15
|
--- Lunch break ---
|
|
13:30
|
Lectures
(until 14:55)
(500/1-001 - Main Auditorium)
|
|
13:30
|
Real-time processing for gravitational wave physics
-
Eric Anton Moreno
(Massachusetts Institute of Technology (US))
(500/1-001 - Main Auditorium)
|
|
14:00
|
Discussion
(500/1-001 - Main Auditorium)
|
|
14:10
|
Real-time processing at CTAO
-
Matthieu Heller
(Universite de Geneve (CH))
(500/1-001 - Main Auditorium)
|
|
14:40
|
Discussion
(500/1-001 - Main Auditorium)
|
|
15:00
|
Closing session
(until 16:00)
(222/R-001)
|
|
15:00
|
Poster prizes
(222/R-001)
|
|
15:30
|
Closing talk
(222/R-001)
|
|
|
