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- /*****************************************************************************
- Copyright 2018 The TensorFlow.NET 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.
- ******************************************************************************/
-
- namespace Tensorflow
- {
- public static partial class tf
- {
- public static Tensor[] gradients(Tensor[] ys,
- Tensor[] xs,
- Tensor[] grad_ys = null,
- string name = "gradients",
- bool colocate_gradients_with_ops = false,
- bool gate_gradients = false,
- int? aggregation_method = null,
- Tensor[] stop_gradients = null)
- {
- return gradients_util._GradientsHelper(ys,
- xs,
- grad_ys,
- name,
- colocate_gradients_with_ops,
- gate_gradients,
- stop_gradients: stop_gradients);
- }
-
- public static Tensor[] gradients(Tensor ys,
- Tensor[] xs,
- Tensor[] grad_ys = null,
- string name = "gradients",
- bool colocate_gradients_with_ops = false,
- bool gate_gradients = false,
- int? aggregation_method = null,
- Tensor[] stop_gradients = null)
- {
- return gradients_util._GradientsHelper(new Tensor[] { ys },
- xs,
- grad_ys,
- name,
- colocate_gradients_with_ops,
- gate_gradients,
- stop_gradients: stop_gradients);
- }
-
- public static Tensor[] gradients(Tensor ys,
- Tensor xs,
- Tensor[] grad_ys = null,
- string name = "gradients",
- bool colocate_gradients_with_ops = false,
- bool gate_gradients = false,
- int? aggregation_method = null,
- Tensor[] stop_gradients = null)
- {
- return gradients_util._GradientsHelper(new Tensor[] { ys },
- new Tensor[] { xs },
- grad_ys,
- name,
- colocate_gradients_with_ops,
- gate_gradients,
- stop_gradients: stop_gradients);
- }
- }
- }
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