Program

 

 Monday July 13, 2026
8:15 - 8:45Check-in
8:45 - 9:00Welcome (Mateo Valero)
9:00 - 10:30Lecture 1: Introduction (Wen-mei Hwu)
10:30 - 11:00Coffee break
11:00 - 12:30Lecture 2: Convolutional Neural Networks (Wen-mei Hwu, Carlos Villavieja)
12:30 - 13:30Lunch break
13:30 - 15:00Lecture 3: Large Language Models (Juan Gómez-Luna)
15:00 - 17:00Hands-on Lab 1: Flash Attention

 

 Tuesday July 14, 2026
9:00 - 10:30Keynote: Let’s talk about where CUDA is headed next (Stephen Jones)
10:30 - 11:00Group picture and Coffee break
11:00 - 12:30

Lecture 4: Diffusion Models (Carlos Villavieja)

Lecture 5: Performance Profiling (Xavier Teruel)

12:30 - 13:30Lunch break
13:30 - 15:00Lecture 6: Advanced Optimizations for Matrix Multiplication (Marc Jordà)
15:00 - 17:00Hands-on Lab 2: Matrix Multiplication + Profiling

 

 Wednesday July 15, 2026
9:00 - 10:30Lecture 7: Multi-GPU Programming (Part I) (Antonio J. Peña)
10:30 - 11:00Coffee break
11:00 - 12:30Lecture 8: Multi-GPU Programming (Part II) (Muhammad Usman)
12:30 - 13:30Lunch break
13:30 - 15:00Lecture 9: Multi-GPU Machine Learning - Part I: Inference (Juan Gómez-Luna)
15:00 - 17:00Hands-on Lab 3: Multi-GPU Stencil with NCCL

 

 Thursday July 16, 2026
9:00 - 10:30Lecture 10: Sparse Matrix Computations and Graph Traversal (Leonidas Kosmidis)
10:30 - 11:00Coffee break
11:00 - 12:30Lecture 11: Graph Mining and GNN (Wen-mei Hwu)
12:30 - 13:00Lecture 12: Vector Search, RAG (Wen-mei Hwu)
13:00 - 14:00Lunch break
14:00 - 15:00Lecture 13: Multi-GPU Machine Learning - Part II: Training (Juan Gómez-Luna)
15:00 - 17:00Hands-on Lab 4: Triangle Counting
17:00 - 19:00Poster Session and Reception

 

 Friday July 17, 2026
9:00 - 10:30Lecture 14: OmpSs Single Node Programming (Xavier Martorell)
10:30 - 11:00Coffee break
11:00 - 12:15Lecture 15: OmpSs Support for Heterogeneous Platforms; Advanced Examples (Xavier Teruel)
12:15 - 12:30Sponsored Talk: ACM, ACM Europe and the Seasonal School Group (Rosa M. Badia)
12:30 - 13:30Lunch break
13:30 - 14:30Hands-on Lab 5: OmpSs Single Node and Paraver (Xavier Martorell)
14:30 - 14:50Sponsored Talk: Advanced Computing Resources for Your Research Through RES (Enric Ponce, Marta Rendé)
14:50 - 15:10Career Advise @ HiPEAC (Xavier Martorell)
15:10 - 15:30Awards
15:30 - 17:00Hands-on Lab 6: OmpSs in Heterogeneous Platforms and Application Analysis (Xavier Teruel)

 

Cost of coffee breaks, lunches & poster session's social reception during the PUMPS+AI 2026 will be assumed by BSC-CNS for each of the attendees