batch size must be greater than 1 for contrastive learning

lucidrains · Feb 8, 2023 · 0d1f2b3 · 0d1f2b3
1 parent 6d45461
commit 0d1f2b3
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diff --git a/musiclm_pytorch/trainer.py b/musiclm_pytorch/trainer.py
@@ -163,6 +163,8 @@ def __init__(
         accelerate_kwargs: dict = dict()
     ):
         super().__init__()
+        assert batch_size > 1, 'batch size must be greater than 1 for contrastive learning (but ideally as large as possible)'
+
         self.accelerator = Accelerator(**accelerate_kwargs)
 
         self.mulan = mulan

diff --git a/setup.py b/setup.py
@@ -3,7 +3,7 @@
 setup(
   name = 'musiclm-pytorch',
   packages = find_packages(exclude=[]),
-  version = '0.0.15',
+  version = '0.0.16',
   license='MIT',
   description = 'MusicLM - AudioLM + Audio CLIP to text to music synthesis',
   author = 'Phil Wang',