-
Notifications
You must be signed in to change notification settings - Fork 726
/
config_bigdata.yaml
54 lines (51 loc) · 1.52 KB
/
config_bigdata.yaml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
# 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.
# global settings
runner:
train_data_dir: "../../../datasets/omniglot/omniglot_train"
train_reader_path: "omniglot_reader" # importlib format
use_gpu: True
use_auc: False
train_batch_size: 32
epochs: 100
print_interval: 10
model_save_path: "output_model_all_maml"
test_data_dir: "../../../datasets/omniglot/omniglot_test"
infer_reader_path: "omniglot_reader" # importlib format
infer_batch_size: 32
infer_load_path: "output_model_all_maml"
infer_start_epoch: 90
infer_end_epoch: 100
# hyper parameters of user-defined network
hyper_parameters:
# optimizer config
meta_optimizer:
class: Adam
learning_rate: 0.001
strategy: async
base_optimizer:
class: SGD
learning_rate: 0.1
strategy: async
# user-defined <key, value> pairs
update_step: 5
update_step_test: 5
n_way: 5
k_spt: 1
k_query: 15
imgsize: 28
conv_stride: 1
conv_padding: 1
conv_kernal: [3, 3]
bn_channel: 64