Roman commited on
Commit
02841d1
•
1 Parent(s): 1974e22

chore: clean compile function

Browse files
filters.py CHANGED
@@ -218,14 +218,11 @@ class Filter:
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  def compile(self):
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  """Compile the filter on a representative inputset."""
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- # Generate a random representative set of images used for compilation, following Torch's
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- # shape format (batch, in_channels, image_height, image_width) for each samples
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- # This version's compiler only handles tuples of 1-batch array as inputset, meaning we need
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- # to define the inputset as a Tuple[np.ndarray[shape=(1, 3, H, W)]]
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  np.random.seed(42)
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- # inputset = tuple(
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- # np.random.randint(0, 256, size=((1, 3) + INPUT_SHAPE), dtype=np.int64) for _ in range(100)
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- # )
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  inputset = tuple(
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  np.random.randint(0, 256, size=(INPUT_SHAPE + (3, )), dtype=np.int64) for _ in range(100)
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  )
 
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  def compile(self):
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  """Compile the filter on a representative inputset."""
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+ # Generate a random representative set of images used for compilation, following shape
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+ # PIL's shape RGB format for Numpy arrays (image_width, image_height, 3)
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+ # Additionally, this version's compiler only handles tuples of 1-batch array as inputset,
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+ # meaning we need to define the inputset as a Tuple[np.ndarray[shape=(H, W, 3)]]
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  np.random.seed(42)
 
 
 
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  inputset = tuple(
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  np.random.randint(0, 256, size=(INPUT_SHAPE + (3, )), dtype=np.int64) for _ in range(100)
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  )
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