| /* Copyright 2020 The TensorFlow 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. |
| ==============================================================================*/ |
| #include "tensorflow/c/experimental/gradients/math_grad.h" |
| |
| #include "tensorflow/c/experimental/ops/array_ops.h" |
| |
| using tensorflow::ops::Identity; |
| |
| namespace tensorflow { |
| namespace gradients { |
| namespace { |
| |
| class AddGradientFunction : public GradientFunction { |
| public: |
| Status Compute(Context* ctx, |
| absl::Span<AbstractTensorHandle* const> grad_inputs, |
| std::vector<AbstractTensorHandle*>* grad_outputs) override { |
| grad_outputs->resize(2); |
| std::vector<AbstractTensorHandle*> identity_outputs(1); |
| // TODO(b/145674566): Handle name unification in tracing code. |
| // TODO(b/161805092): Support broadcasting. |
| TF_RETURN_IF_ERROR(ops::Identity(ctx->ctx, {grad_inputs[0]}, |
| absl::MakeSpan(identity_outputs), |
| "Identity0")); |
| (*grad_outputs)[0] = identity_outputs[0]; |
| TF_RETURN_IF_ERROR(ops::Identity(ctx->ctx, {grad_inputs[0]}, |
| absl::MakeSpan(identity_outputs), |
| "Identity1")); |
| (*grad_outputs)[1] = identity_outputs[0]; |
| return Status::OK(); |
| } |
| ~AddGradientFunction() override {} |
| }; |
| |
| } // namespace |
| |
| GradientFunction* AddRegisterer(const ForwardOperation& op) { |
| return new AddGradientFunction; |
| } |
| } // namespace gradients |
| } // namespace tensorflow |