Open dependabot[bot] opened 1 year ago
We should also upgrade to the latest template: https://github.com/ashleve/lightning-hydra-template/compare/v1.4.0...v2.0.2
Notable changes
pytorch_lightning
-> lightning.pytorch
lightning.fabric
for TPUpre-commit
datamodule
-> data
cpu
trainer configsrc.tasks
to src
aim
as a loggersrc.utils.utils
into several .py files.gitignore
for the aim
loggerChanges in pytorch-lightning ~= 1.6.5
-> lightning ~= 2.0.2
.
import pytorch_lightning as pl
-> from lightning import pytorch as pl
LightningModule
: training_epoch_end(self, outputs)
-> on_train_epoch_end(self)
.LightningModule
: remove training_step_end()
LightningModule
: change arguments configure_gradient_clipping()
lightning 2.0.2
depends on torchmetrics<2.0
and >=0.7.0
.
However, we want to keep torchmetrics == 0.6.0
because mAP is super slow in later versions.
I hope torchmetrics
will change the backend of mAP soon in the upcoming release.
Changes in torchmetrics == 0.6.0
-> torchmetrics == 0.11.4
Accuracy
requires num_classes
in arguments.torchmetrics.detection.MAP
-> torchmetrics.detection.mean_ap.MeanAveragePrecision
The reason we used torchmetrics == 0.6.0
is because MeanAveragePrecision
is super slow in newer versions. It looks like they're finally going to revert back to the original implementation that uses the COCOapi: https://github.com/Lightning-AI/torchmetrics/issues/1024.
Should this be closed @mzweilin?
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