Block Layer
Learn how block layers are structured within ResNet models and their role in connecting residual blocks. Understand how varying block counts define different ResNet depths and how this affects model performance.
We'll cover the following...
We'll cover the following...
Chapter Goals:
- Learn how a layer of blocks is organized
- Understand the function for creating a layer of blocks
A. Block layers
A ResNet model is made up of four block layers. Each block layer will contain a different number of blocks, depending on the total number of weight layers in the ResNet model. For example, an 18 layer ResNet model has 2 blocks in each block layer.
The blocks within each block layer are connected, so the output of block ...