gnn-comparison/config_DiffPool.yml at master · diningphil/gnn-comparison · GitHub

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#
# Copyright (C)  2020  University of Pisa
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program.  If not, see <https://www.gnu.org/licenses/>.
#
model:
  - DiffPool
device:
  - cpu
batch_size:
  - 8
learning_rate:
  - 0.001
  - 0.0001
  - 0.00001
classifier_epochs:
  - 3000
optimizer:
  - Adam
scheduler:
  - null
loss:
  - DiffPoolMulticlassClassificationLoss
l2:
  - 0.
gradient_clipping:
  - 2.0
early_stopper:
  -
    class: Patience
    args:
      patience: 500
      use_loss: False
  -
    class: Patience
    args:
      patience: 500
      use_loss: True
shuffle:
  - True
num_layers:
  # - 1
  - 2
gnn_dim_hidden:
  # - 32
  - 64
dim_embedding:
  # - 64
  - 128
dim_embedding_MLP:
  - 50