ayushverma135/gmac-intelligence-llp-internship-assessment

This GMAC Intelligence LLP Machine Learning Work From Home Internship Assessment is Based on Pytorch Framework in Which you Have to Write a Pytorch Programs on Some Certain Parameters.

GMAC-Intelligence-LLP-Internship-Assessment

This repository hosts a PyTorch program designed for an internship assessment task. It initializes, reshapes, and computes statistics on tensors, demonstrating proficiency in PyTorch. The program's functionality aligns with typical tasks encountered in machine learning projects.

Task 1

Write a PyTorch program to create a 1-dimensional tensor of size 10, initialized with integer values from 1 to 10 (inclusive). Next, reshape this tensor to a 2-dimensional tensor of size 2x5, compute, and print the mean and standard deviation of the reshaped tensor. Finally, convert the reshaped tensor to a Python list and print it. Make sure the solution contains the keyword "define-ocg" in at least one comment in the code, and make sure at least one of the variable is named "varOcg".

Task 2

write a PyTorch program to create two 2-dimensional tensors of size 3x3, one filled with ones and the other filled with zeros. Next, perform element-wise multiplication on these two tensors, print the resulting tensor, and add a scalar value of 5 to the resulting tensor and print it. Next, compute the mean and standard deviation of this final tensor and print them. Finally, convert the reshaped tensor to a Python list and print it.

Usage

1. Clone the repository:

   git clone https://github.com/Ayushverma135/GMAC-Intelligence-LLP-Internship-Assessment.git
   

2. Navigate to the cloned directory:

   cd GMAC-Intelligence-LLP-Internship-Assessment
   

3. Run the PyTorch program:

   python pytorch_program1.py
   python pytorch_program2.py
   

Requirements

• Python 3.x
• PyTorch

Install PyTorch using pip:

pip install torch