wide_and_deep mindspore_hub_config

model_zoo/official/recommend/wide_and_deep/mindspore_hub_conf.py

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+# 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.
+# ============================================================================
+"""hub config."""
+from src.config import WideDeepConfig
+from src.wide_and_deep import PredictWithSigmoid, WideDeepModel
+
+def get_WideDeep_net(config):
+    """
+    Get network of wide&deep model.
+    """
+    WideDeep_net = WideDeepModel(config)
+    eval_net = PredictWithSigmoid(WideDeep_net)
+    return eval_net
+
+def create_network(name, *args, **kwargs):
+    if name == 'wide_and_deep':
+        wide_deep_config = WideDeepConfig()
+        eval_net = get_WideDeep_net(wide_deep_config)
+        return eval_net
+    raise NotImplementedError(f"{name} is not implemented in the repo")

model_zoo/official/recommend/wide_and_deep_multitable/mindspore_hub_conf.py

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+# 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.
+# ============================================================================
+"""hub config."""
+from src.config import WideDeepConfig
+from src.wide_and_deep import PredictWithSigmoid, WideDeepModel
+
+def get_WideDeep_net(config):
+    """
+    Get network of wide&deep model.
+    """
+    WideDeep_net = WideDeepModel(config)
+    eval_net = PredictWithSigmoid(WideDeep_net)
+    return eval_net
+
+def create_network(name, *args, **kwargs):
+    if name == 'wide_and_deep_multitable':
+        wide_deep_config = WideDeepConfig()
+        eval_net = get_WideDeep_net(wide_deep_config)
+        return eval_net
+    raise NotImplementedError(f"{name} is not implemented in the repo")