ZC proxies calculation repo, altered from foresight package.
Project description
zero-cost-proxies
Independent ZC proxies only for testing on it.
Modified and simplified from foresight repo, fix some bugs in model output, remove some unwanted code snippets.
Supported zc-metrics are:
grad_norm,
grasp,
snip,
synflow,
nwot, (NASWOT)
lnwot, (Layerwise NASWOT)
1. Tests
ImageNet16-120 cannot be automatically downloaded. Using script under scripts/download_data.sh
to download:
source scripts/download_data.sh nb201 ImageNet16-120
# do not use `bash`, use `source` instead
2. Versions
- V1.0.6
addnaswot, lnwot
into mats - V1.0.4
fix bugs in calculation, add more test codes. - V1.0.3
add shortcuts to import directly from package root directory.
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