Visualizers Calculation Process
This describes the visualization process

Overview
Visualizers calculation process is triggered in one of two ways:
Automatically, once the population exploration that follows an evaluate process is completed
Manually, upon trigger from the dashboard.
This process:
Collects all of the currently selected samples for visualization.
Runs all visualizers connected via the mapping using their registered functions in the currently connected code intgeration version.
Computes the spatial distribution of latent space activations per input for population exploration heatmaps.
Common Run Issues:
Visualizers calculation mostly fail due to these reasons:
A recent unvalidated change was made to the connected integration script. Please Validate assets.
A valid response, but non-intended visualization was returned (i.e. wrong normalization, colors, etc.). Please make sure to use an integration test to verify visualization works as expected on your local environment
OOM in visualization, please adjust the limits in the settings page.
Visualizer heatmaps seems invalid or missing:
Invalid heatmaps: make sure add_prediction and input_encoder both declare the correct channel dimension.
Missing heatmaps: make sure the visualizer function does not reshape its input (i.e. input and output spatial dimensions are the same). If it does, you might need to supply a custom heatmap function that reshapes the heatmap in the same way.
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