Dynamic VAE Layer Creation
• 1 min read 1 min
What I worked on
Created a function to build encoder and decoder layers dynamically using input_dim, latent_dim, num_layers, and scale_factor. Refactored redundant code between encoder and decoder builders.
What I noticed
- Hidden dims can scale down each layer by a factor
”Aha” Moment
na
What still feels messy
n/a
Next step
Use the dynamic builder to easily test different VAE depths and scaling strategies.