CNN-VLSI

Referensi CNN untuk Kelas VLSI EL4138

Index

1. CNN_MNIST berisi model CNN refrensi
2. model_processing_quantized berisi refrensi cara kuantisasi, verifikasi kuantisasi, dan cara mengambil weight terkuantisasi

Dependencies

1. Python >= 3.7
2. Numpy
3. Matplotlib
4. Tensorflow
5. Jupyter notebook

Cara menjalankan notebook di linux/mac

Jika anda pakai windows, cari jalan yang serupa.

1. Direkomendasikan anda mendownload paket software conda https://docs.anaconda.com/anaconda/install/
2. Buat virtual environment conda https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#creating-an-environment-with-commands
3. Activate environment conda (source activate myenv) https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#activating-an-environment
4. Install dependencies di environment tersebut (dengan pip install ...)
5. Install nb_kernels (conda install nb_conda)
6. Download dan jalankan notebook (jupyter notebook)

Dibuat Oleh:

M. Rifqi Daffa S EL14

Sayyid Irshadul Ibad EL15