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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 - Handling Histogram Observers and extracting Advanced Stats - v2 #3347

Closed quic-ipendse closed 1 week ago

quic-ipendse commented 1 week ago
  1. Handling Histogram Observers
  2. Changing backend to extract and store advanced stats
  3. Add API for visualizing advanced stats - visualize_advanced_stats
  4. Move JavaScript callbacks from visualization_tools/quant_stats_visualization.py to separate .js files in visualization_tools/quant_stats_visualization
  5. Add tests for Histogram Observers and Per Channel quantizers