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config_bigdata.yaml
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config_bigdata.yaml
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# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
runner:
train_data_dir: "../../../datasets/movielens_pinterest_NCF/big_train"
train_reader_path: "movielens_reader" # importlib format
train_batch_size: 256
model_save_path: "output_model_ncf_all"
use_gpu: False
epochs: 20
print_interval: 1
test_data_dir: "../../../datasets/movielens_pinterest_NCF/big_test"
infer_reader_path: "movielens_reader" # importlib format
infer_batch_size: 1
infer_load_path: "output_model_ncf_all"
infer_start_epoch: 19
infer_end_epoch: 20
hyper_parameters:
optimizer:
class: adam
learning_rate: 0.001
num_users: 6040
num_items: 3706
mf_dim: 8
mode: "NCF_NeuMF" # optional: NCF_NeuMF, NCF_GMF, NCF_MLP
fc_layers: [64, 32, 16, 8]