OPTIMIZED CNN LENET-5 USING CUDA

How to Run

Google Colab

1. Open the file run.ipynb on Google Colab and follow the provided instructions.

Local Environment on Google Colab

If you prefer to run the code locally on Google Colab, follow these steps:

%cd /content
!rm -rf cuda
!git clone -b main https://github.com/vietddude/cuda.git

Navigate to the cuda folder:

%cd /content/cuda
!make clean
!make setup

Run Build and Test for CPU:

!make clean_test_cpu
!make kernel_0
!make test_cpu
!./test_cpu

Run Build and Test for Kernel:

!make kernel_0
!make clean_test
!make test
!./test

You can perform the same steps for other kernels by replacing kernel_0 with the appropriate kernel identifier. Follow the identical procedure for each kernel.

Video demo for this project: Lenet-5 CNN CUDA