Commit 26d064c8 authored by leswing's avatar leswing
Browse files

more dead code

parent 8045730e
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+0 −23
Original line number Diff line number Diff line
@@ -30,29 +30,6 @@ metric = [
n_feat = 75
# Batch size of models
batch_size = 50
graph_model = dc.nn.SequentialGraph(n_feat)
graph_model.add(dc.nn.GraphConv(64, n_feat, activation='relu'))
graph_model.add(dc.nn.BatchNormalization(epsilon=1e-5, mode=1))
graph_model.add(dc.nn.GraphPool())
graph_model.add(dc.nn.GraphConv(64, 64, activation='relu'))
graph_model.add(dc.nn.BatchNormalization(epsilon=1e-5, mode=1))
graph_model.add(dc.nn.GraphPool())
# Gather Projection
graph_model.add(dc.nn.Dense(128, 64, activation='relu'))
graph_model.add(dc.nn.BatchNormalization(epsilon=1e-5, mode=1))
graph_model.add(dc.nn.GraphGather(batch_size, activation="tanh"))

model = dc.models.MultitaskGraphRegressor(
    graph_model,
    len(hopv_tasks),
    n_feat,
    batch_size=batch_size,
    learning_rate=1e-3,
    learning_rate_decay_time=1000,
    optimizer_type="adam",
    beta1=.9,
    beta2=.999)

model = GraphConvTensorGraph(
    len(hopv_tasks), batch_size=batch_size, mode='regression')