IIT Madras (NSM Nodal Centre)
Training programs conducted in 2024
| Sr. No. | Title | Dates | Topics Covered | Partner Institutes |
|---|---|---|---|---|
| 1 | Intel Workshop on oneAPI | 25 Apr 2024 | The Programming Challenges, The oneAPI and AI Saga, GenAI - The Intel Way, LLMs and Diffusion, Hugging Face and Intel Contribution, Demo with Intel Developer Cloud | Intel |
Training programs conducted in 2023
| Sr. No. | Title | Dates | Topics covered | Partner institutes |
|---|---|---|---|---|
| 1 | CUDA Programming | November 13, 2023 | Computation, Memory, Synchronization | Sri Ramakrishna Engineering College |
| 2 | Scientific Computing on GPUs with OpenACC | November 4, 2023 | Introduction to Parallelization, OpenACC Fundamentals, Numerical Methods | - |
| 3 | Introduction to HPC | October 31, 2023 | Fundamentals of HPC, Synchronization, Concurrent Data Structures, Performance Tools, GPU & Heterogeneous Programming, Parallel Algorithm Analysis | Mahindra University, Intel Labs, IIT Ropar |
| 4 | OpenMP Programming | October 21, 2023 | OpenMP Fundamentals, Scoping, Atomics, Reductions, Scheduling, Matrix Applications | - |
| 5 | Programming with Sycl | October 16, 2023 | Sycl Memory and Program Structure, Task Scheduling, Optimization | - |
| 6 | Programming AMD GPUs with Hip | October 9, 2023 | Introduction to AMD GPUs and Hip, Computation, Memory, Synchronization | - |
| 7 | GPU Computing with MATLAB | September 30, 2023 | MATLAB Basics, Programming, GPU Integration, CUDA, Memory Models, Case Studies | KREA University |
| 8 | Intel Workshop on oneAPI | February 10, 2023 | Sycl, oneAPI Implementation, Program Structure, Unified Shared Memory, Device Selector, Demos | Intel |
| 9 | HPC Research Week | November 20, 2023 | Applications in Aerospace, Biology, Chemical, Computer Science, Mathematics, Mechanics | Several Indian Institutions |
Training programs conducted in 2022
| Sr. No. | Title | Dates | Topics covered | Partner institutes |
|---|---|---|---|---|
| 1 | Mini-course on Concurrent Programming | 25 July 2022 | Introduction to Concurrent Objects and Linearizability Concepts, Memory Consistency Models, Synchronization Primitives, Locks, Barriers, Concurrent Data Structures, Work Distribution | Mahindra University, Intel Labs, IIT Ropar, IIT Roorkee |
| 2 | CUDA Programming | 2 May 2022 | Computation, Memory, Synchronization | - |
| 3 | GPU Programming with OpenACC | 1 Feb 2022 | OpenACC Fundamentals, Parallel Constructs, Loop Constructs, Data Transfer Optimization, Vector Operations, Matrix Operations | - |
| 4 | GPU Programming with CUDA | 15 Feb 2022 | Computation, Memory, Synchronization | - |
| 5 | Introduction to GPU Programming | 20 Jun 2022 | Computation, Memory, Synchronization | KLA |
| 6 | HPC Symposium on AI and Biology | 4 Jan 2022 | HPC Fundamentals, HPC in Numerical Computing, Data Science & ML, Computational Biology | NCSU, IISER Pune, ICTS-TIFR, IIITDM, Google, IIT Kharagpur, Intel, IISc, University of Brasilia |
Training programs conducted in 2021
| Sr. No. | Title | Dates | Topics covered | Partner institutes |
|---|---|---|---|---|
| 1 | HPC Shiksha - Basics of High Performance Computing | 9th Nov 2020 – 12th Feb 2021 | Computer Architecture for HPC, MPI, CUDA | IIT Goa, IIT KGP, IITM |
| 2 | AI Shiksha - Introduction to Machine Learning | 9th Mar – 22nd Apr 2021 | Basic ML Topics, Supervised Learning | IIT Goa, IIT KGP, IITM |
| 3 | AI Shiksha - Introduction to Deep Learning | 28th Jun – 13th Aug 2021 | Neural Networks, CNN, NLP, Transformers, Deep Q Learning | IIT Goa, IIT Delhi, NVIDIA |
| 4 | HPC Workshop | 20th Mar 2021 | Basics of HPC, OpenMP, GPU Programming | IIT Dharwad, IIT Palakkad |
| 5 | HPC Workshop on Material and Mechanics | 28th Jul 2021 | Material modeling, fracture, quantum-mechanical simulations | IIT Delhi, IISc, TU Dresden, NCSU, etc. |
| 6 | KLA Workshop on AI and HPC in Semiconductor Manufacturing | 27th Sep 2021 | AI in manufacturing, ML models, GPU sharing | KLA |
| 7 | Computer Architecture Winter School | 27th Dec 2021 | RISC-V, Memory, Performance, Design Concepts | IITs, IISc, Industry Experts |
| 8 | ML for Construction Automation | 4th Jun 2021 | ML Basics, SVM, ANN, Case Studies | University of Sharjah, Cambridge University |
| 9 | Introduction to Deep Learning | 28th Jun 2021 | AI History, Optimization, CNN, Transformers, NLP | IIT Goa, NVIDIA, IIT Delhi |
Training programs conducted in 2020
| Sr. no. | Title | Dates | Topics Covered | Partner Institutes |
|---|---|---|---|---|
| 1 | Introductory HPC Course | 9 Nov 2020 | HPC Fundamentals, Shared Memory Programming with OpenMP, Distributed Computing with MPI, GPU Programming with CUDA | IIT Goa, CDAC, IIT Kharagpur, IIT Palakkad, IIT Kanpur, NVIDIA, IIT Tirupati |
| 2 | HPC Workshop | 27 Jul 2020 | MPI, OpenMP, GPU Programming, Computational Catalysis, Neuroscience Research, Simulations in Turbomachines, Molecular Dynamics, Inverse Materials Design, Climate Simulations, Clean Energy HPC | - |
| 3 | Qualcomm Lecture Series | 7 Dec 2020 | Apache TVM, Halide DSL, Super Block Scheduling, DNN Inference Acceleration, Program Analysis, Scientific Writing | Qualcomm |
| 4 | HPC CFD Workshop | 1 Dec 2020 | Multiphase Flows, FSI, CFD Acceleration, Open-source HPC, Turbulent Flow Dynamics, Engineering CFD, Electrohydrodynamics, CFD Workflow | IIT Delhi, IIT Bombay, IIT Kanpur, IISc |
Interships
| Sr. no. | Title | Dates | Technologies Worked On |
|---|---|---|---|
| 1 | NSM Internship | mid-May 2022 | ODE, GPU, CFD, DNNs, memory redesign, IIF Solver, dynamic graph algorithms |
Useful links
Resources
More information about IIT Madras nodal centre and HPC/AI resources can be found on the below link
Contact information
For any inquiries, feel free to reach out to the nodal centre at the email address below
rupesh@cse.iitm.ac.in