DNN Benchmarking

This project benchmarks deep neural networks (DNNs) using PyTorch on an Intel-based CPU and the NVIDIA T4 GPU. The goal is to evaluate and compare the performance of these hardware platforms.

Overview

In this project, we:

• Benchmark DNN models on an Intel-based CPU and the NVIDIA T4 GPU.
• Analyze performance metrics such as latency and throughput.
• Compare the results to understand the efficiency of each hardware platform.

Project Structure

• benchmark.ipynb: Jupyter notebook containing the benchmarking code and results.

Getting Started

To get started with the project, follow these steps:

1. Clone the repository:

   git clone https://github.com/yourusername/DNN-benchmarking.git

2. Open the Jupyter notebook:

   jupyter notebook benchmark.ipynb