PyTorch Lightning
PyTorch Lightning is a very light-weight structure for PyTorch — it’s more of a style guide than a framework. But once you structure your code, we give you free GPU, TPU, 16-bit precision support and much more!
Lightning is just structured PyTorch
Metrics
This release has a major new package inside lightning, a multi-GPU metrics package!
import pytorch_lightning.metrics.functional as plm
pred = torch.tensor([0, 1, 2, 3])target = torch.tensor([0, 1, 2, 2])
# many popular classification metrics and moreplm.accuracy(pred, target)plm.auc(pred, target)plm.auroc(pred, target)plm.average_precision(pred, target)plm.confusion_matrix(pred, target)plm.dice_score(pred, target)plm.f1_score(pred, target)…# 20+ metrics
metrics.py hosted with ❤ by GitHub
#overviews #gpu #python #pytorch