Replication of the paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks" [1] only on the CIFAR datasets.

[1] L. Yang, R.-Y. Zhang, L. Li, and X. Xie. Simam: A simple, parameter-free attention module for convolutional neural networks. In International conference on machine learning, pages 11863–11874. PMLR, 2021.