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quic / aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
https://quic.github.io/aimet-pages/index.html
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Quant Stats Visualizer - Adding Box Plot visualization for Advanced Stats #3350

Closed quic-ipendse closed 2 months ago

quic-ipendse commented 2 months ago
  1. Add code for plotting boxplots
  2. Backend changes for handling boxplot data
  3. Adding labels to additional percentiles shown in boxplots
  4. Cleanup JavaScript callbacks by packaging repetitive code as a function in utils
  5. Generalize the code in JavaScript callbacks by adaptively iterating over columns present in datasources instead of manually listing them
  6. Update docstring for visualize_advanced_stats
  7. Swapped the order of arguments save_path and additional_percentiles in visualize_advanced_stats for better user experience
  8. Dynamically increase width of boxplot if number of selections is large