# Copyright 2020 Huawei Technologies Co., Ltd
#
# 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.
# ============================================================================
"""
network config setting, will be used in train.py
"""

from easydict import EasyDict as edict

cfg = edict({
    {% if dataset=='Cifar10' %}
    'num_classes': 10,
    {% elif dataset=='ImageNet' %}
    'num_classes': 1001,
    {% endif %}
    {% if optimizer=='Momentum' %}
    'lr': 0.002,
    "momentum": 0.9,
    {% elif optimizer=='SGD' %}
    'lr': 0.01,
    {% else %}
    'lr': 0.001,
    {% endif %}
    'epoch_size': 1,
    'batch_size': 16,
    'loss_scale': 1024,
    'buffer_size': 1000,
    'image_height': 227,
    'image_width': 227,
    'weight_decay': 1e-4,
    'save_checkpoint': True,
    'save_checkpoint_epochs': 5,
    'keep_checkpoint_max': 10,
    'save_checkpoint_path': './'
})
