Write a function to reduce VRAM usage during diffusion-based image synthesis

Question

Can i know Write a function to reduce VRAM usage during diffusion-based image synthesis.

Answer 1

To reduce VRAM usage during diffusion-based image synthesis, you can use gradient checkpointing.

Here is the code snippet you can refer to:

In the above code, we are using the following key points:

• Gradient Checkpointing: Saves memory by recomputing gradients during the backward pass.

• Model Optimization: Reduces memory footprint during forward and backward passes.

Hence, this method allows for efficient memory usage without compromising model performance.