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pvnet/models/multimodal/multimodal.py

Lines changed: 5 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -63,6 +63,7 @@ def __init__(
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pv_interval_minutes: int = 5,
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sat_interval_minutes: int = 5,
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sensor_interval_minutes: int = 30,
66+
wind_interval_minutes: int = 15,
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image_embedding_dim: Optional[int] = 318,
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timestep_intervals_to_plot: Optional[list[int]] = None,
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):
@@ -107,6 +108,7 @@ def __init__(
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optimizer: Optimizer factory function used for network.
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target_key: The key of the target variable in the batch.
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interval_minutes: The interval between each sample of the target data
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wind_interval_minutes: The interval between each sample of the wind data
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wind_encoder: Encoder for wind data
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wind_history_minutes: Length of recent wind data used as input.
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pv_interval_minutes: The interval between each sample of the PV data
@@ -204,7 +206,7 @@ def __init__(
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assert pv_history_minutes is not None
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self.pv_encoder = pv_encoder(
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sequence_length=pv_history_minutes // pv_interval_minutes,
209+
sequence_length=pv_history_minutes // pv_interval_minutes + 1,
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)
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# Update num features
@@ -215,7 +217,7 @@ def __init__(
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wind_history_minutes = history_minutes
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self.wind_encoder = wind_encoder(
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sequence_length=wind_history_minutes // interval_minutes
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sequence_length=wind_history_minutes // wind_interval_minutes + 1
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)
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# Update num features
@@ -226,7 +228,7 @@ def __init__(
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sensor_history_minutes = history_minutes
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self.sensor_encoder = sensor_encoder(
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sequence_length=sensor_history_minutes // sensor_interval_minutes
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sequence_length=sensor_history_minutes // sensor_interval_minutes + 1
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)
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# Update num features

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