1 files changed, 24 insertions, 0 deletions
diff --git a/training/conf/model/lit_vqvae.yaml b/training/conf/model/lit_vqvae.yaml
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index 0000000..90780b7
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+++ b/training/conf/model/lit_vqvae.yaml
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+# @package _group_
+type: LitVQVAEModel
+args:
+    optimizer:
+        type: MADGRAD
+        args:
+            lr: 1.0e-3
+            momentum: 0.9
+            weight_decay: 0
+            eps: 1.0e-6
+    lr_scheduler:
+        type: OneCycleLR
+        args:
+            interval: step
+            max_lr: 1.0e-3
+            three_phase: true
+            epochs: 64
+            steps_per_epoch: 633 # num_samples / batch_size
+    criterion:
+        type: MSELoss
+        args:
+            reduction: mean
+    monitor: val_loss
+    mapping: sentence_piece