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Code consistency fix in linear-regression-scratch.md #2631

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Code consistency fix in linear-regression-scratch.md #2631

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4 changes: 2 additions & 2 deletions chapter_linear-regression/linear-regression-scratch.md
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Original file line number Diff line number Diff line change
Expand Up @@ -348,7 +348,7 @@ def prepare_batch(self, batch):
%%tab pytorch
@d2l.add_to_class(d2l.Trainer) #@save
def fit_epoch(self):
self.model.train()
self.model.training = True
for batch in self.train_dataloader:
loss = self.model.training_step(self.prepare_batch(batch))
self.optim.zero_grad()
Expand All @@ -360,7 +360,7 @@ def fit_epoch(self):
self.train_batch_idx += 1
if self.val_dataloader is None:
return
self.model.eval()
self.model.training = False
for batch in self.val_dataloader:
with torch.no_grad():
self.model.validation_step(self.prepare_batch(batch))
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