35fb3f3d7d
* minor changes in Op class and add ref impl for acosh * acosh in new test framework * add Acosh type test * add SLT for Acosh * run more test * new acosh plugin test * add visitor test * fix test utils * add template test for all supported types in Acosh * add builder to template tests * update grn template_plugin test * update maste to feature branch
141 lines
9.5 KiB
C++
141 lines
9.5 KiB
C++
// Copyright (C) 2021 Intel Corporation
|
|
// SPDX-License-Identifier: Apache-2.0
|
|
//
|
|
|
|
#include <gtest/gtest.h>
|
|
|
|
#include <ie_core.hpp>
|
|
#include <ie_ngraph_utils.hpp>
|
|
#include <ngraph/ngraph.hpp>
|
|
#include <shared_test_classes/base/layer_test_utils.hpp>
|
|
#include <tuple>
|
|
|
|
#include "base_reference_test.hpp"
|
|
|
|
using namespace reference_tests;
|
|
using namespace ngraph;
|
|
using namespace InferenceEngine;
|
|
|
|
struct SelectParams {
|
|
template <class IT, class OT>
|
|
SelectParams(const element::Type& data_type, const op::AutoBroadcastSpec& broadcast, const PartialShape& select_input_pshape,
|
|
const std::vector<char>& select_input, const PartialShape& if_input_pshape, const std::vector<IT>& if_input,
|
|
const PartialShape& else_input_pshape, const std::vector<IT>& else_input, const std::vector<OT>& expected_output)
|
|
: data_type(data_type),
|
|
broadcast(broadcast),
|
|
select_input_pshape(select_input_pshape),
|
|
select_input(CreateBlob(element::boolean, select_input)),
|
|
if_input_pshape(if_input_pshape),
|
|
if_input(CreateBlob(data_type, if_input)),
|
|
else_input_pshape(else_input_pshape),
|
|
else_input(CreateBlob(data_type, else_input)),
|
|
expected_output(CreateBlob(data_type, expected_output)) {}
|
|
|
|
element::Type data_type;
|
|
op::AutoBroadcastSpec broadcast;
|
|
PartialShape select_input_pshape;
|
|
Blob::Ptr select_input;
|
|
PartialShape if_input_pshape;
|
|
Blob::Ptr if_input;
|
|
PartialShape else_input_pshape;
|
|
Blob::Ptr else_input;
|
|
Blob::Ptr expected_output;
|
|
};
|
|
|
|
class ReferenceSelectLayerTest : public testing::TestWithParam<SelectParams>, public CommonReferenceTest {
|
|
public:
|
|
void SetUp() override {
|
|
auto params = GetParam();
|
|
function = CreateFunction(params.data_type, params.broadcast, params.select_input_pshape, params.if_input_pshape, params.else_input_pshape);
|
|
inputData = {params.select_input, params.if_input, params.else_input};
|
|
refOutData = {params.expected_output};
|
|
}
|
|
static std::string getTestCaseName(const testing::TestParamInfo<SelectParams>& obj) {
|
|
auto param = obj.param;
|
|
std::ostringstream result;
|
|
result << "data_type=" << param.data_type << "_";
|
|
result << "broadcast=" << param.broadcast.m_type << "_";
|
|
result << "select_shape=" << param.select_input_pshape << "_";
|
|
result << "if_shape=" << param.if_input_pshape << "_";
|
|
result << "else_shape=" << param.else_input_pshape;
|
|
return result.str();
|
|
}
|
|
|
|
private:
|
|
static std::shared_ptr<Function> CreateFunction(const element::Type& data_type, const op::AutoBroadcastSpec& broadcast,
|
|
const PartialShape& select_pshape, const PartialShape& if_pshape, const PartialShape& else_pshape) {
|
|
auto A = std::make_shared<op::Parameter>(element::boolean, select_pshape);
|
|
auto B = std::make_shared<op::Parameter>(data_type, if_pshape);
|
|
auto C = std::make_shared<op::Parameter>(data_type, else_pshape);
|
|
return std::make_shared<Function>(std::make_shared<op::v1::Select>(A, B, C, broadcast), ParameterVector {A, B, C});
|
|
}
|
|
};
|
|
|
|
TEST_P(ReferenceSelectLayerTest, CompareWithHardcodedRefs) {
|
|
Exec();
|
|
}
|
|
|
|
INSTANTIATE_TEST_SUITE_P(smoke_Select_With_Hardcoded_Refs, ReferenceSelectLayerTest,
|
|
::testing::Values(
|
|
// fp32, no brodcasting
|
|
SelectParams(element::f32, // if/else/output data type
|
|
op::AutoBroadcastType::NONE, // broadcasting type
|
|
PartialShape {2, 2, 2}, // select shape
|
|
std::vector<char> {0, 1, 1, 0, 0, 1, 0, 1}, // select data
|
|
PartialShape {2, 2, 2}, // if shape
|
|
std::vector<float> {1, 2, 3, 4, 5, 6, 7, 8}, // if data
|
|
PartialShape {2, 2, 2}, // else shape
|
|
std::vector<float> {11, 12, 13, 14, 15, 16, 17, 18}, // else data
|
|
std::vector<float> {11, 2, 3, 14, 15, 6, 17, 8}), // expected output data
|
|
// i32, no brodcasting
|
|
SelectParams(element::i32, // if/else/output data type
|
|
op::AutoBroadcastType::NONE, // broadcasting type
|
|
PartialShape {2, 2, 2}, // select shape
|
|
std::vector<char> {0, 1, 1, 0, 0, 1, 0, 1}, // select data
|
|
PartialShape {2, 2, 2}, // if shape
|
|
std::vector<float> {1, 2, 3, 4, 5, 6, 7, 8}, // if data
|
|
PartialShape {2, 2, 2}, // else shape
|
|
std::vector<float> {11, 12, 13, 14, 15, 16, 17, 18}, // else data
|
|
std::vector<float> {11, 2, 3, 14, 15, 6, 17, 8}), // expected output data
|
|
// fp32, numpy brodcasting
|
|
SelectParams(element::f32, // if/else/output data type
|
|
op::AutoBroadcastType::NUMPY, // broadcasting type
|
|
PartialShape {4}, // select shape
|
|
std::vector<char> {0, 1, 1, 0}, // select data
|
|
PartialShape {4}, // if shape
|
|
std::vector<float> {1, 2, 3, 4}, // if data
|
|
PartialShape {2, 4}, // else shape
|
|
std::vector<float> {11, 12, 13, 14, 15, 16, 17, 18}, // else data
|
|
std::vector<float> {11, 2, 3, 14, 15, 2, 3, 18}), // expected output data
|
|
// i32, numpy brodcasting
|
|
SelectParams(element::i32, // if/else/output data type
|
|
op::AutoBroadcastType::NUMPY, // broadcasting type
|
|
PartialShape {4}, // select shape
|
|
std::vector<char> {0, 1, 1, 0}, // select data
|
|
PartialShape {4}, // if shape
|
|
std::vector<float> {1, 2, 3, 4}, // if data
|
|
PartialShape {2, 4}, // else shape
|
|
std::vector<float> {11, 12, 13, 14, 15, 16, 17, 18}, // else data
|
|
std::vector<float> {11, 2, 3, 14, 15, 2, 3, 18}), // expected output data
|
|
// fp32, pdpd brodcasting
|
|
SelectParams(element::f32, // if/else/output data type
|
|
{op::AutoBroadcastType::PDPD, -1}, // broadcasting type
|
|
PartialShape {2, 4}, // select shape
|
|
std::vector<char> {0, 0, 0, 0, 0, 1, 1, 1}, // select data
|
|
PartialShape {2, 4}, // if shape
|
|
std::vector<float> {1, 2, 3, 4, 5, 6, 7, 8}, // if data
|
|
PartialShape {4}, // else shape
|
|
std::vector<float> {11, 12, 13, 14}, // else data
|
|
std::vector<float> {11, 12, 13, 14, 11, 6, 7, 8}), // expected output data
|
|
// i32, pdpd brodcasting
|
|
SelectParams(element::i32, // if/else/output data type
|
|
{op::AutoBroadcastType::PDPD, -1}, // broadcasting type
|
|
PartialShape {2, 4}, // select shape
|
|
std::vector<char> {0, 0, 0, 0, 0, 1, 1, 1}, // select data
|
|
PartialShape {2, 4}, // if shape
|
|
std::vector<float> {1, 2, 3, 4, 5, 6, 7, 8}, // if data
|
|
PartialShape {4}, // else shape
|
|
std::vector<float> {11, 12, 13, 14}, // else data
|
|
std::vector<float> {11, 12, 13, 14, 11, 6, 7, 8})), // expected output data
|
|
ReferenceSelectLayerTest::getTestCaseName);
|