This repository contains the implementation of a Network on Chip design solution for optimizing communication within a System on Chip. The solution focuses on minimizing latency, maximizing bandwidth, optimizing buffer occupancy, and minimizing throttling occurrences while meeting power constraints.
The NOC design solution consists of several components, including scripts for measuring latency and bandwidth, utility functions for controlling buffer sizes and arbiter weights, and potentially a reinforcement learning framework for optimization. The solution aims to address the challenges of designing an efficient NOC architecture for various workloads running on the CPU and IO peripherals.
src/: Contains the source code for the solution.tests/: Contains test cases to ensure the correctness of the solution.docs/: Contains documentation related to the solution.README.md: Overview of the project and instructions for running the code.
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Clone the repository: bash git clone
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Install dependencies: bash pip install -r requirements.txt
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Run the main script to measure latency and bandwidth: bash python src/latency_bandwidth.py
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Run tests: bash python -m unittest discover tests