Program
| Sunday July 15, 2018 | |
|---|---|
| 8:30 - 9:00 | Check-in (only for Hackathon participants) |
| 9:00 - 10:30 | Hackathon (only for selected attendees) |
| 10:30 - 11:00 | Coffee break |
| 11:00 - 12:30 | Hackathon (only for selected attendees) |
| 12:30 - 13:30 | Lunch break |
| 13:30 - 17:00 | Hackathon (only for selected attendees) |
| Monday July 16, 2018 | |
|---|---|
| 8:00 - 8:45 | PUMPS Check-in |
| 8:45 - 9:00 | Welcome and PUMPS Program Details |
| 9:00 - 9:15 | Lecture 1: Introduction |
| 9:15 - 10:30 | Keynote: ML, NN, new CUDA features and AI/DL applications (by David Kirk) |
| 10:30 - 11:00 | Coffee break |
| 11:00 - 12:30 | Lecture 2: Scatter-to-Gather Transformations |
| 12:30 - 13:30 | Lunch break |
| 13:30 - 15:00 | Lecture 3: Input Binning |
| 15:00 - 17:00 | Hands-on Lab 1: RAI setup and test + Scatter-Gather profiling |
| Hackathon Follow-up (only for selected attendees) |
| Tuesday July 17, 2018 | |
|---|---|
| 9:00 - 10:30 | Lecture 4: Dealing with Sparse Data & Parallel Sparse Methods |
| 10:30 - 11:00 | Coffee break |
| 11:00 - 12:30 | Lecture 5: Privatization |
| 12:30 - 13:30 | Lunch break |
| 13:30 - 15:00 | Lecture 6: Deep Learning with Convolutional Neural Networks on GPUs |
| 15:00 - 17:00 | Hands-on Lab 2: Binning |
| Hackathon Follow-up (only for selected attendees) |
| Wednesday July 18, 2018 | |
|---|---|
| 9:00 - 10:30 | Lecture 7: Kernels for Cov. Layers, MM formulation of Conv Layers |
| 10:30 - 11:00 | Coffee break |
| 11:00 - 12:30 | Lecture 8: Joint Register-Shared Memory Tiling |
| 12:30 - 13:30 | Lunch break |
| 13:30 - 15:00 | Lecture 9: Traversing the Abstraction Tower: cuDNN, DL frameworks, and MLModelScope |
| 15:00 - 17:00 | Hands-on Lab 3: Basic Convolution |
| 17:00 - 19:00 | Poster Session / Social Event / Reception Dinner (organized in collaboration with HiPEAC) |
| Thursday July 19, 2018 | |
|---|---|
| 9:00 - 10:30 | Lecture 10: Computation for DL Training |
| 10:30 - 11:00 | Coffee break |
| 11:00 - 12:30 | Lecture 11: Advanced Topics & Research into AI |
| 12:30 - 13:30 | Lunch break |
| 13:30 - 15:00 | Lecture 12: GPU Cluster, CUDA-MPI |
| 15:00 - 17:00 | Hands-on Lab 4: Tiled Convolution |
| Friday July 20, 2018 | |
|---|---|
| 9:00 - 10:30 | Lecture 13: OmpSs Single Node Programming |
| 10:30 - 11:00 | Coffee break |
| 11:00 - 12:30 | Handls-on Lab 5: OmpSs Single Node and Paraver |
| 12:30 - 13:30 | Lunch break |
| 13:30 - 14:30 | Lecture 14: OmpSs Support for Heterogeneous Platforms; Advanced Examples |
| 14:30 - 15:00 | Career Advise @ HiPEAC |
| 15:00 - 15:30 | Best poster and Best course awards + Course Certificates |
| 15:30 - 17:00 | Hands-on Lab 6: OmpSs in Heterogeneous Platforms and Application Analysis |
BSC will assume the cost of coffee breaks & lunch for each of the attendees. As such, said attendees agree to renounce the corresponding per diem expenses.