IntenseWebs/openvino
3
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

[IE_TESTS] Correct random data generation for real numbers (#17734)

Browse Source
This commit is contained in:
Egor Duplenskii
2023-06-20 08:01:33 +02:00
committed by GitHub
parent b4e608cf47
commit b7cc327cb8
3 changed files with 29 additions and 4 deletions
Download Patch File Download Diff File Expand all files Collapse all files

1
src/plugins/intel_cpu/tests/functional/single_layer_tests/mvn.cpp
View File

@@ -102,7 +102,6 @@ protected:
selectedType = getPrimitiveType();
selectedType = makeSelectedTypeStr(selectedType, netPrecision);
rel_threshold = 0.015f;
function = makeNgraphFunction(netPrecision, param, mvn, "mvn");
}
};

3
src/tests/functional/shared_test_classes/include/shared_test_classes/base/utils/ranges.hpp
View File

@@ -20,6 +20,9 @@
#include "ngraph/op/max.hpp"
#include "ngraph/op/min.hpp"
#include <map>
#include <vector>
namespace ov {
namespace test {
namespace utils {

29
src/tests/functional/shared_test_classes/src/base/utils/generate_inputs.cpp
View File

@@ -19,16 +19,39 @@ namespace test {
namespace utils {
namespace {
/**
* Sets proper range and resolution for real numbers generation
*
* range = 8 and resolution 32
*
* The worst case scenario is 7 + 31/32 (7.96875)
* IEEE 754 representation is:
* ----------------------------------------------
* sign | exponent | mantissa
* ----------------------------------------------
* FP32 0 | 10000001 | 11111110000000000000000
* FP16 0 | 10001 | 1111111000
* BF16 0 | 10000001 | 1111111
* ----------------------------------------------
*
* All the generated numbers completely fit into the data type without truncation
*/
static inline void set_real_number_generation_data(InputGenerateData& inGenData) {
inGenData.range = 8;
inGenData.resolution = 32;
}
ov::runtime::Tensor generate(const std::shared_ptr<ov::Node>& node,
size_t port,
const ov::element::Type& elemType,
const ov::Shape& targetShape) {
size_t inNodeCnt = node->get_input_size();
InputGenerateData inGenData;
if (elemType.is_real()) {
inGenData.range = 10;
inGenData.resolution = 256;
set_real_number_generation_data(inGenData);
}
const size_t inNodeCnt = node->get_input_size();
auto it = inputRanges.find(node->get_type_info());
if (it != inputRanges.end()) {
const auto& ranges = it->second;