Update attention / self-attn based models from a series of experiments #821
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rwightman
commented
Aug 20, 2021
rwightman
commented
- remove dud attention, involution + my swin attention adaptation don't seem worth keeping
- add or update several new 26/50 layer ResNe(X)t variants that were used in experiments
- remove models associated with dead-end or uninteresting experiment results
- weights coming soon...
* remove dud attention, involution + my swin attention adaptation don't seem worth keeping * add or update several new 26/50 layer ResNe(X)t variants that were used in experiments * remove models associated with dead-end or uninteresting experiment results * weights coming soon...
…p / fixes for byoanet. Rename resnet26ts to tfs to distinguish (extra fc).
* add polynomial decay 'poly' * cleanup cycle specific args for cosine, poly, and tanh sched, t_mul -> cycle_mul, decay -> cycle_decay, default cycle_limit to 1 in each opt * add k-decay for cosine and poly sched as per https://arxiv.org/abs/2004.05909 * change default tanh ub/lb to push inflection to later epochs
…g as an alternate to CE w/ smoothing. For training experiments.
…current (distributed) training experiments.
…pdates, repeat augment, and bce loss
… with at least one halo in stage 2,3,4
…ll trying to improve reliability of sgd test.
…f, now figuring out why they were so low...
…d SE-HaloNet33-TS weights.
guoriyue
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May 24, 2024
Update attention / self-attn based models from a series of experiments
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