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Make ConvLSTMCell.__call__ infer the number of features from its input, like the other recurrent cells. #3862

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Make ConvLSTMCell.__call__ infer the number of features from its input, like the other recurrent cells. #3862

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5 changes: 3 additions & 2 deletions flax/linen/recurrent.py
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Original file line number Diff line number Diff line change
Expand Up @@ -828,9 +828,10 @@ def __call__(self, carry, inputs):
A tuple with the new carry and the output.
"""
c, h = carry
features = c.shape[-1]
input_to_hidden = partial(
Conv,
features=4 * self.features,
features=4 * features,
kernel_size=self.kernel_size,
strides=self.strides,
padding=self.padding,
Expand All @@ -842,7 +843,7 @@ def __call__(self, carry, inputs):

hidden_to_hidden = partial(
Conv,
features=4 * self.features,
features=4 * features,
kernel_size=self.kernel_size,
strides=self.strides,
padding=self.padding,
Expand Down