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Smarter defaults for MadNIS
- #52
#52
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Smarter defaults for MadNIS
#52
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Commits on Jul 27, 2026
remove old python-based madnis training code
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remove old madnis from madevent.py
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new system for json status file, add status output to madnis training
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write array of batch indices
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Commits on Jul 28, 2026
add gradient clipping
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fix grad clipping
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enable buffered training by default
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Commits on Jul 29, 2026
fix batch_reduce_sum backward pass on CPU, add GPU implementation
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Merge branch 'main' into feat-smart-madnis
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Commits on Jul 31, 2026
abort diverged trainings
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Merge branch 'feat-smart-madnis' of github.com:MadGraphTeam/MadGraph7 into feat-smart-madnis
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Commits on Aug 3, 2026
improved system for combining small channels after survey
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Commits on Aug 4, 2026
implement survey-dependent hyperparameters for madnis
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Commits on Aug 5, 2026
always compute cut efficiency normalization per channel
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new kernels for compressing/restoring channel weights
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reintroduce compressed channel weight storage to reduce memory footprint of buffered training
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