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handle feature_dim properly
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1 changed files with 5 additions and 3 deletions
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@ -5,7 +5,7 @@ from .components.LayerContrastiveEncoder import LayerContrastiveEncoder
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from .components.LayerCheeseMultipleOut import LayerCheeseMultipleOut
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from .components.LayerCheeseMultipleOut import LayerCheeseMultipleOut
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from .components.LossContrastive import LossContrastive
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from .components.LossContrastive import LossContrastive
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def model_rainfallwater_contrastive(shape_rainfall, shape_water):
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def model_rainfallwater_contrastive(shape_rainfall, shape_water, feature_dim=200):
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rainfall_width, rainfall_height, rainfall_channels = shape_rainfall
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rainfall_width, rainfall_height, rainfall_channels = shape_rainfall
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water_width, water_height, water_channels = shape_water
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water_width, water_height, water_channels = shape_water
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@ -20,12 +20,14 @@ def model_rainfallwater_contrastive(shape_rainfall, shape_water):
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rainfall = LayerContrastiveEncoder(
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rainfall = LayerContrastiveEncoder(
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input_width=rainfall_width,
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input_width=rainfall_width,
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input_height=rainfall_height,
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input_height=rainfall_height,
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channels=rainfall_channels
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channels=rainfall_channels,
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feature_dim=feature_dim
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)(input_rainfall)
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)(input_rainfall)
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water = LayerContrastiveEncoder(
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water = LayerContrastiveEncoder(
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input_width=water_width,
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input_width=water_width,
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input_height=water_height,
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input_height=water_height,
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channels=water_channels
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channels=water_channels,
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feature_dim=feature_dim
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)(input_water)
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)(input_water)
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