High Performance Computing with Applications

Lecture PPTs are here: Link

 Google Colab links: HPC_Python,  HPC_C++,  HPC_C    HPC_GPU

Course-final project codes: Link

Project Allotment (first-cum first-served basis): Link 

1. Put your name in one of the rows. But, form a team first.

2. I am taking off XY model project. 

3. It would be great if EM and particle insertion projects are taken. It is a priority

4. The best project will get a cash prize.

Homework 1: 

1. Compute the timings of sin(A), cos(A), exp(A), log(A) when A is a numpy array of dimension 10^8. Run it with C++ and Python codes.

2. Read all about Frontier and Param Sanganak.

3. Estimate the power consumed by computers in the world.

4. Estimate the power consumed by all the mobiles in the world.

Mini projects: Compute hydrodynamic entropy for the following:

Digits of pi (take million digits)

1. Financial time series

2. Music time series

3. Images (your pic, paintings)

4. Weather data

5. Your choice

6. REF: paper

Mini projects 2: Speedup the following codes on multithreading/GPUs (Cash prize for the best speeded up code)

1. Energy spectrum

2. Energy Flux

3. Structure function

4. Ring spectrum

5. Ring-to-ring transfers

Last year's mid-sem Question paper:  HERE