Some SOQL queries in our org used to run quickly, but as data volume increased, response times degraded. The queries themselves haven’t changed much, and indexes exist on some fields. I’m trying to understand what causes SOQL performance to decline ...
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BIASed model issue
My GAN generates faces.But many look distorted or unnatural.Eyes and mouths appear in wrong positions.The training seems stable, but outputs are flawed.
The batch prediction job used to run in minutes.As data volume increased, runtime started doubling unexpectedly.Nothing changed in the model code itself.Now it’s becoming a bottleneck in the pipeline.
Different teams trained models independently.Each performs well in certain cases.Now deployment is messy.Choosing one feels arbitrary.
