Tutorial
========

This hands-on CUDA workshop is designed to introduce developers, researchers, and engineers to GPU 
programming using NVIDIA CUDA. Through a combination of theory, practical examples, and guided exercises, 
participants will learn how to harness the computational power of GPUs to accelerate their applications.

**Basic Topics**:

.. list-table::   
  :widths: 50 50
  :header-rows: 1   
 
  * - Topics
    - Duration
  * - GPU Overview
    - 30 minutes
  * - Exercise 1
    - 20 minutes
  * - GPU Execution Model
    - 60 minutes
  * - GPU Workflow
    - 60 minutes
  * - Exercise 2
    - 20 minutes
  * - Asynchronous CUDA Calls
    - 60 minutes
  * - Exercise 3
    - 20 minutes
  * - Shared Memory
    - 30 minutes
  * - CUDA Events
    - 30 minutes
  * - Exercise 4
    - 20 minutes
  * - Unified Memory
    - 30 minutes
  * - Exercise 5
    - 20 minutes



.. toctree::

    tutorial/gpu.rst
    tutorial/exercise_1.rst
    tutorial/gpu_exec_model.rst
    tutorial/GPU_workflow.rst
    tutorial/exercise_2.rst
    tutorial/warps.rst
    tutorial/asynchronous.rst
    tutorial/exercise_3.rst
    tutorial/shared_memory.rst
    tutorial/events.rst
    tutorial/exercise_4.rst
    tutorial/unified_mem.rst
    tutorial/exercise_5.rst
  

  
**Advanced Topics**:

.. list-table::   
  :widths: 50 50
  :header-rows: 1   
 
  * - Topics
    - Duration
  * - Dynamic Parallelism
    - 30 minutes
  * - Exercise 6
    - 20 minutes
  * - Occupancy
    - 20 minutes
  * - Exercise 7
    - 20 minutes
  * - CUDA Graphs
    - 60 minutes
  * - Exercise 8
    - 45 minutes
  * - Memory pools
    - 45 minutes
  * - Exercise 9
    - 30 minutes
  * - cuBLAS
    - 30 minutes
  * - Exercise 10
    - 30 minutes
  * - Multi-GPU Workflow
    - 20 minutes
  * - Exercise 11
    - 15 minutes
  * - Profiling using Nsight Systems
    - 15 minutes
  * - Exercise 12
    - 20 minutes
  * - Debugging using cuda-gdb
    - 15 minutes
  * - Exercise 13
    - 15 minutes
  


.. toctree::
    
    tutorial/dynamic.rst
    tutorial/exercise_6.rst
    tutorial/occupancy.rst
    tutorial/exercise_7.rst
    tutorial/cuda_graphs.rst
    tutorial/exercise_8.rst
    tutorial/mempool.rst
    tutorial/exercise_9.rst
    tutorial/cuBLAS.rst
    tutorial/exercise_10.rst
    tutorial/multi-GPU.rst
    tutorial/exercise_11.rst
    tutorial/profiling.rst
    tutorial/exercise_12.rst
    tutorial/debug.rst
    tutorial/exercise_13.rst