Bringing latest changes into quantization fix#29
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NightlyTwo58
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Jul 14, 2026
NightlyTwo58
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- most notably, CIFAR-100 and three models now
- graphing utils improved
- reorgs
- TorchAO and STE clearly defined
- caching performance improvements
- centralizing graphing utils for the nth time - make sure INT4 is visualized
- changed dataset to use CIFAR-100 - changed models to use three from TorchCV: ResNet56, WRN28_10, DenseNet100 - generalized more variables into config.py - changed visualizations to remove any old PGD-STE plotting, changed PGD ablation graph to show BPDA and FP32 stats
- hopefully this is the last entry in PGD issues, merged the ablation and accuracy PGDs into the same utility - old ablation PGD took worst of 5 runs - new merged PGD uses static seeds - formatting
- TorchAO was incorrectly integrated earlier such that (A) layers were detached and (B) quantization differed between hard and BPDA (STE-smoothed) - quantization has now been factored out into its own file - upgrades to graphing utilities; moved into own package - committing "formaldata.py", used for condensed result plotting for paper - implemeted unified framework for caching, increased reuse of results - enabled a lot more attacks
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