Sample Analysis Process
This describes the sample analysis process

Overview
The sample analysis process is triggered manually from the population exploration dashlet
This process computes a per-layer gradcam-like heatmap.
Common Run Issues:
Sample analysis can fail due to the possible reasons:
OOM in sample analysis, please adjust the limits in the settings page.
If heatmaps are invalid: make sure add_prediction and input_encoder both declare the correct channel dimension.
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