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75 lines
2.3 KiB
75 lines
2.3 KiB
/* Copyright (c) 2021 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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#ifndef _WIN32
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#include <unistd.h>
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#endif
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#include <iostream>
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#include <string>
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#include <thread> // NOLINT
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#include <vector>
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#include "gtest/gtest.h"
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#include "paddle/fluid/framework/op_registry.h"
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#include "paddle/fluid/framework/operator.h"
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#include "paddle/fluid/framework/program_desc.h"
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#include "paddle/fluid/operators/dropout_op.h"
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#include "paddle/fluid/operators/math/math_function.h"
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#include "paddle/fluid/string/printf.h"
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namespace f = paddle::framework;
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namespace p = paddle::platform;
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namespace m = paddle::operators::math;
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USE_OP(expand);
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USE_OP_DEVICE_KERNEL(expand, NPU);
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template <typename T>
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void Compare(f::Scope* scope, const p::DeviceContext& ctx) {
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// init
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auto in = scope->Var("X");
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auto expand_times = scope->Var("ExpandTimes");
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auto out = scope->Var("Out");
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auto in_t = in->GetMutable<f::LoDTensor>();
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auto out_t = out->GetMutable<f::LoDTensor>();
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auto expand_times_t = expand_times->GetMutable<f::LoDTensor>();
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auto place = ctx.GetPlace();
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TensorFromVector(std::vector<T>(3 * 1 * 7, 1), ctx, in_t);
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TensorFromVector(std::vector<int>({1, 10, 1}), ctx, expand_times_t);
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in_t->Resize(f::make_ddim({3, 1, 7}));
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expand_times_t->Resize(f::make_ddim({3}));
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out_t->Resize(f::make_ddim({3, 10, 7}));
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out_t->mutable_data<T>(place);
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f::AttributeMap attrs = {{}};
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auto op = f::OpRegistry::CreateOp(
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"expand", {{"X", {"X"}}, {"ExpandTimes", {"ExpandTimes"}}},
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{{"Out", {"Out"}}}, attrs);
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op->Run(*scope, place);
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ctx.Wait();
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auto out_dim = out_t->dims();
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EXPECT_EQ(out_dim.at(0), 3);
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EXPECT_EQ(out_dim.at(1), 10);
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EXPECT_EQ(out_dim.at(2), 7);
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}
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TEST(expand, NPU_fp32) {
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f::Scope scope;
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p::NPUDeviceContext ctx(p::NPUPlace(0));
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Compare<float>(&scope, ctx);
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}
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