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Jactus
2021-02-22 11:42:36 +08:00
parent 37871389b9
commit dc4aa67503
13 changed files with 147 additions and 33 deletions
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12
examples/benchmarks/TFT/libs/tft_model.py
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@@ -721,7 +721,12 @@ class TemporalFusionTransformer:
encoder_steps = self.num_encoder_steps
# Inputs.
all_inputs = tf.keras.layers.Input(shape=(time_steps, combined_input_size,))
all_inputs = tf.keras.layers.Input(
shape=(
time_steps,
combined_input_size,
)
)
unknown_inputs, known_combined_layer, obs_inputs, static_inputs = self.get_tft_embeddings(all_inputs)
@@ -861,7 +866,10 @@ class TemporalFusionTransformer:
"""Returns LSTM cell initialized with default parameters."""
if self.use_cudnn:
lstm = tf.keras.layers.CuDNNLSTM(
self.hidden_layer_size, return_sequences=True, return_state=return_state, stateful=False,
self.hidden_layer_size,
return_sequences=True,
return_state=return_state,
stateful=False,
)
else:
lstm = tf.keras.layers.LSTM(