未验证 提交 4641e8fc 编写于 作者: J JingZhuangzhuang 提交者: GitHub

[NPU] Support npu kernel for sin op (#34844)

* add npu sin op

* [NPU] Support npu kernel for sin op

* modify support npu kernel for sin op

* modify support npu kernel for sin op

* modify nou sin op

* modify npu sin op

* add sin op npu
上级 866c1ea6
...@@ -811,6 +811,27 @@ class ExpGradNPUKernel : public framework::OpKernel<T> { ...@@ -811,6 +811,27 @@ class ExpGradNPUKernel : public framework::OpKernel<T> {
} }
}; };
template <typename DeviceContext, typename T>
class SinNPUKernel : public framework::OpKernel<T> {
public:
void Compute(const framework::ExecutionContext& ctx) const override {
auto* x = ctx.Input<Tensor>("X");
auto* out = ctx.Output<Tensor>("Out");
auto place = ctx.GetPlace();
out->mutable_data<T>(place);
auto stream =
ctx.template device_context<paddle::platform::NPUDeviceContext>()
.stream();
const auto& runner = NpuOpRunner("Sin", {*x}, {*out}, {});
runner.Run(stream);
}
};
} // namespace operators } // namespace operators
} // namespace paddle } // namespace paddle
...@@ -975,3 +996,9 @@ REGISTER_OP_NPU_KERNEL( ...@@ -975,3 +996,9 @@ REGISTER_OP_NPU_KERNEL(
REGISTER_OP_NPU_KERNEL( REGISTER_OP_NPU_KERNEL(
exp_grad, ops::ExpGradNPUKernel<paddle::platform::NPUDeviceContext, float>, exp_grad, ops::ExpGradNPUKernel<paddle::platform::NPUDeviceContext, float>,
ops::ExpGradNPUKernel<paddle::platform::NPUDeviceContext, double>); ops::ExpGradNPUKernel<paddle::platform::NPUDeviceContext, double>);
REGISTER_OP_NPU_KERNEL(
sin, ops::SinNPUKernel<paddle::platform::NPUDeviceContext, float>,
ops::SinNPUKernel<paddle::platform::NPUDeviceContext, double>,
ops::SinNPUKernel<paddle::platform::NPUDeviceContext,
paddle::platform::float16>);
# Copyright (c) 2021 PaddlePaddle 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.
from __future__ import print_function
import unittest
import numpy as np
from scipy.special import expit, erf
from paddle.fluid.tests.unittests.op_test import OpTest, convert_float_to_uint16, skip_check_grad_ci
import paddle
import paddle.nn as nn
import paddle.nn.functional as F
import paddle.fluid as fluid
import paddle.fluid.core as core
from paddle.fluid import compiler, Program, program_guard
paddle.enable_static()
def test_class(op_type, typename):
class TestSin(OpTest):
def setUp(self):
self.op_type = "sin"
self.__class__.use_npu = True
self.place = paddle.NPUPlace(0)
self.__class__.no_need_check_grad = True
np.random.seed(1024)
x = np.random.uniform(-1, 1, [10, 12]).astype(typename)
out = np.sin(x)
self.inputs = {'X': OpTest.np_dtype_to_fluid_dtype(x)}
self.outputs = {'Out': out}
def test_check_output(self):
self.check_output_with_place(self.place)
def test_check_grad(self):
pass
def test_out_name(self):
with fluid.program_guard(fluid.Program()):
np_x = np.array([0.1])
data = fluid.layers.data(name="X", shape=[1])
out = eval("paddle.%s(data, name='Y')" % self.op_type)
place = fluid.NPUPlace(0)
exe = fluid.Executor(place)
result, = exe.run(feed={"X": np_x}, fetch_list=[out])
expected = eval("np.%s(np_x)" % self.op_type)
self.assertEqual(result, expected)
def test_dygraph(self):
with fluid.dygraph.guard(paddle.NPUPlace(0)):
np_x = np.array([0.1])
x = fluid.dygraph.to_variable(np_x)
z = eval("paddle.%s(x).numpy()" % self.op_type)
z_expected = eval("np.%s(np_x)" % self.op_type)
self.assertEqual(z, z_expected)
cls_name = "{0}_{1}_1".format(op_type, typename)
TestSin.__name__ = cls_name
globals()[cls_name] = TestSin
for _typename in {'float16', 'float32', 'float64'}:
test_class("sin", _typename)
if __name__ == "__main__":
unittest.main()
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