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59 lines
2.3 KiB
59 lines
2.3 KiB
// Copyright (c) 2018 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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#include "paddle/fluid/framework/data_layout_transform.h"
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#include "gtest/gtest.h"
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TEST(DataTransform, DataLayoutFunction) {
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auto place = paddle::platform::CPUPlace();
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paddle::framework::Tensor in = paddle::framework::Tensor();
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paddle::framework::Tensor out = paddle::framework::Tensor();
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in.mutable_data<double>(paddle::framework::make_ddim({2, 3, 1, 2}), place);
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in.set_layout(paddle::framework::DataLayout::kNHWC);
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auto kernel_nhwc = paddle::framework::OpKernelType(
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paddle::framework::proto::VarType::FP32, place,
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paddle::framework::DataLayout::kNHWC,
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paddle::framework::LibraryType::kPlain);
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auto kernel_ncwh = paddle::framework::OpKernelType(
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paddle::framework::proto::VarType::FP32, place,
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paddle::framework::DataLayout::kNCHW,
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paddle::framework::LibraryType::kPlain);
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paddle::framework::TransDataLayout(kernel_nhwc, kernel_ncwh, in, &out);
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EXPECT_TRUE(out.layout() == paddle::framework::DataLayout::kNCHW);
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EXPECT_TRUE(out.dims() == paddle::framework::make_ddim({2, 2, 3, 1}));
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TransDataLayout(kernel_ncwh, kernel_nhwc, in, &out);
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EXPECT_TRUE(in.layout() == paddle::framework::DataLayout::kNHWC);
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EXPECT_TRUE(in.dims() == paddle::framework::make_ddim({2, 3, 1, 2}));
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}
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#ifdef PADDLE_WITH_MKLDNN
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TEST(DataTransform, GetDataFromTensorDNNL) {
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auto place = paddle::platform::CPUPlace();
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paddle::framework::Tensor in = paddle::framework::Tensor();
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in.mutable_data<paddle::platform::bfloat16>(
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paddle::framework::make_ddim({2, 3, 1, 2}), place);
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void* in_data =
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paddle::framework::GetDataFromTensor(in, dnnl::memory::data_type::bf16);
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EXPECT_EQ(in_data, paddle::platform::to_void_cast(
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in.data<paddle::platform::bfloat16>()));
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}
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#endif
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