[NGraph] add increment op to ngraph engine (#16929)
* add increment op to ngraph engine test=develop * fix style errors test=developfix_ema
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/*Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License. */
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#pragma once
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#include <memory>
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#include <string>
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#include <unordered_map>
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#include <vector>
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#include "ngraph/ngraph.hpp"
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#include "paddle/fluid/operators/ngraph/ops/elementwise_node.h"
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#include "paddle/fluid/platform/ngraph_helper.h"
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namespace paddle {
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namespace operators {
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namespace ngraphs {
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void BuildIncrementNode(
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const std::shared_ptr<paddle::framework::OperatorBase>& op,
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std::shared_ptr<
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std::unordered_map<std::string, std::shared_ptr<ngraph::Node>>>
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ngb_node_map) {
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auto x = paddle::platform::GetInputNode(op, "X", ngb_node_map);
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auto op_attrs = paddle::framework::AttrReader(op->Attrs());
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float step = op_attrs.Get<float>("step");
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auto step_op = std::make_shared<ngraph::op::Constant>(
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x->get_element_type(), x->get_shape(), std::vector<float>{step});
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std::shared_ptr<ngraph::Node> out =
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std::make_shared<ngraph::op::Add>(x, step_op);
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paddle::platform::SetOutputNode(op, "Out", out, ngb_node_map);
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}
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} // namespace ngraphs
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} // namespace operators
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} // namespace paddle
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REGISTER_NG_OP(increment, BuildIncrementNode);
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# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import print_function
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import unittest
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import numpy as np
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from paddle.fluid.tests.unittests.op_test import OpTest
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class TestNGRAPHIncrementOp(OpTest):
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def setUp(self):
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self.op_type = "increment"
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self.dtype = np.float32
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self.init_dtype_type()
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self.inputs = {'X': np.random.random(1).astype(self.dtype)}
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self.attrs = {'step': 2.0}
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self.outputs = {
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'Out': self.inputs['X'] + self.dtype(self.attrs['step'])
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}
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self._cpu_only = True
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def init_dtype_type(self):
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pass
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def test_check_output(self):
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self.check_output()
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def test_check_grad(self):
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self.check_grad(['X'], 'Out')
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if __name__ == "__main__":
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unittest.main()
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