This repository contains a fun benchmark comparison of matrix multiplication implementations across multiple programming languages.

This project is intended for fun and educational purposes only. The results should not be taken as definitive performance metrics for any of the included languages. Performance can vary based on numerous factors including compiler optimizations, hardware, and specific use cases.

• C
• C++
• Go
• Java
• Python
• Rust
• Python with C extension

Each language's implementation is contained in its own directory with the necessary source code and Dockerfile to build and run the program.

  .
  ├── matrix-c-plus
  │   ├── Dockerfile
  │   └── matrix_multiplication.cpp
  ├── matrix-go
  │   ├── Dockerfile
  │   ├── go.mod
  │   └── matrix_multiplication.go
  ├── matrix-java
  │   ├── Dockerfile
  │   └── MatrixMultiplication.java
  ├── matrix-python
  │   ├── Dockerfile
  │   └── matrix_multiplication.py
  ├── matrix-rust
  │   ├── Dockerfile
  │   └── matrix_multiplication.rs
  ├── matrix-python-c
  │   ├── Dockerfile.python-c
  │   ├── matrix_multiplication.c
  │   ├── setup.py
  │   └── matrix_multiplication.py
  ├── matrix-c
  │   ├── Dockerfile
  │   └── matrix_multiplication.c
  ├── Makefile
  └── README.md

1. Clone the repository:

   git clone https://github.com/Jasintha/matrix-mult-benchmarks.git
   cd matrix-mult-benchmarks

2. Build all Docker images:

   make build

3. Run the benchmarks for all languages:

   make run-all MATRIX_SIZE=1000

Here are the benchmark results for matrix size 1000:

This project is licensed under the MIT License - see the LICENSE file for details.