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Diffstat (limited to 'text_recognizer/models/vqvae.py')
| -rw-r--r-- | text_recognizer/models/vqvae.py | 10 |
1 files changed, 0 insertions, 10 deletions
diff --git a/text_recognizer/models/vqvae.py b/text_recognizer/models/vqvae.py index 92f28ad..4898852 100644 --- a/text_recognizer/models/vqvae.py +++ b/text_recognizer/models/vqvae.py @@ -20,12 +20,9 @@ class VQVAELitModel(BaseLitModel): def training_step(self, batch: Tuple[Tensor, Tensor], batch_idx: int) -> Tensor: """Training step.""" data, _ = batch - reconstructions, commitment_loss = self(data) - loss = self.loss_fn(reconstructions, data) loss = loss + self.commitment * commitment_loss - self.log("train/commitment_loss", commitment_loss) self.log("train/loss", loss) return loss @@ -33,23 +30,16 @@ class VQVAELitModel(BaseLitModel): def validation_step(self, batch: Tuple[Tensor, Tensor], batch_idx: int) -> None: """Validation step.""" data, _ = batch - reconstructions, commitment_loss = self(data) - loss = self.loss_fn(reconstructions, data) - loss = loss + self.commitment * commitment_loss - self.log("val/commitment_loss", commitment_loss) self.log("val/loss", loss, prog_bar=True) def test_step(self, batch: Tuple[Tensor, Tensor], batch_idx: int) -> None: """Test step.""" data, _ = batch - reconstructions, commitment_loss = self(data) - loss = self.loss_fn(reconstructions, data) loss = loss + self.commitment * commitment_loss - self.log("test/commitment_loss", commitment_loss) self.log("test/loss", loss) |