mindspore-mindinsight/mindinsight/wizard/network/lenet.py

# 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.
# ============================================================================
"""lenet module."""
from mindinsight.wizard.network.generic_network import GenericNetwork


class Network(GenericNetwork):
    """Network code generator."""
    name = 'lenet'
    supported_datasets = ['MNIST']
    supported_loss_functions = ['SoftmaxCrossEntropyWithLogits', 'SoftmaxCrossEntropyExpand']
    supported_optimizers = ['Momentum', 'Lamb']