12 #include <boost/assert.hpp> 13 #include <boost/numeric/conversion/cast.hpp> 14 #include <boost/test/tools/floating_point_comparison.hpp> 21 template<
typename Model>
25 DeepSpeechV1TestCase(Model& model,
26 unsigned int testCaseId,
27 const DeepSpeechV1TestCaseData& testCaseData)
30 { testCaseData.m_InputData.m_InputSeq,
31 testCaseData.m_InputData.m_StateH,
32 testCaseData.m_InputData.m_StateC},
33 { k_OutputSize1, k_OutputSize2, k_OutputSize3 })
34 , m_FloatComparer(boost::math::fpc::percent_tolerance(1.0f))
35 , m_ExpectedOutputs({testCaseData.m_ExpectedOutputData.m_InputSeq, testCaseData.m_ExpectedOutputData.m_StateH,
36 testCaseData.m_ExpectedOutputData.m_StateC})
42 const std::vector<float>& output1 = boost::get<std::vector<float>>(this->
GetOutputs()[0]);
43 BOOST_ASSERT(output1.size() == k_OutputSize1);
45 const std::vector<float>& output2 = boost::get<std::vector<float>>(this->
GetOutputs()[1]);
46 BOOST_ASSERT(output2.size() == k_OutputSize2);
48 const std::vector<float>& output3 = boost::get<std::vector<float>>(this->
GetOutputs()[2]);
49 BOOST_ASSERT(output3.size() == k_OutputSize3);
52 for (
unsigned int j = 0u; j < output1.size(); j++)
54 if(!m_FloatComparer(output1[j], m_ExpectedOutputs.m_InputSeq[j]))
57 " is incorrect at" << j;
62 for (
unsigned int j = 0u; j < output2.size(); j++)
64 if(!m_FloatComparer(output2[j], m_ExpectedOutputs.m_StateH[j]))
72 for (
unsigned int j = 0u; j < output3.size(); j++)
74 if(!m_FloatComparer(output3[j], m_ExpectedOutputs.m_StateC[j]))
86 static constexpr
unsigned int k_OutputSize1 = 464u;
87 static constexpr
unsigned int k_OutputSize2 = 2048u;
88 static constexpr
unsigned int k_OutputSize3 = 2048u;
90 boost::math::fpc::close_at_tolerance<float> m_FloatComparer;
91 LstmInput m_ExpectedOutputs;
94 template <
typename Model>
98 template <
typename TConstructModelCallable>
99 explicit DeepSpeechV1TestCaseProvider(TConstructModelCallable constructModel)
100 : m_ConstructModel(constructModel)
103 virtual void AddCommandLineOptions(boost::program_options::options_description& options)
override 105 namespace po = boost::program_options;
107 options.add_options()
108 (
"input-seq-dir,s", po::value<std::string>(&m_InputSeqDir)->required(),
109 "Path to directory containing test data for m_InputSeq");
110 options.add_options()
111 (
"prev-state-h-dir,h", po::value<std::string>(&m_PrevStateHDir)->required(),
112 "Path to directory containing test data for m_PrevStateH");
113 options.add_options()
114 (
"prev-state-c-dir,c", po::value<std::string>(&m_PrevStateCDir)->required(),
115 "Path to directory containing test data for m_PrevStateC");
116 options.add_options()
117 (
"logits-dir,l", po::value<std::string>(&m_LogitsDir)->required(),
118 "Path to directory containing test data for m_Logits");
119 options.add_options()
120 (
"new-state-h-dir,H", po::value<std::string>(&m_NewStateHDir)->required(),
121 "Path to directory containing test data for m_NewStateH");
122 options.add_options()
123 (
"new-state-c-dir,C", po::value<std::string>(&m_NewStateCDir)->required(),
124 "Path to directory containing test data for m_NewStateC");
127 Model::AddCommandLineOptions(options, m_ModelCommandLineOptions);
162 m_Model = m_ConstructModel(commonOptions, m_ModelCommandLineOptions);
167 m_Database = std::make_unique<DeepSpeechV1Database>(m_InputSeqDir.c_str(), m_PrevStateHDir.c_str(),
168 m_PrevStateCDir.c_str(), m_LogitsDir.c_str(),
169 m_NewStateHDir.c_str(), m_NewStateCDir.c_str());
178 std::unique_ptr<IInferenceTestCase> GetTestCase(
unsigned int testCaseId)
override 180 std::unique_ptr<DeepSpeechV1TestCaseData> testCaseData = m_Database->GetTestCaseData(testCaseId);
186 return std::make_unique<DeepSpeechV1TestCase<Model>>(*m_Model, testCaseId, *testCaseData);
190 typename Model::CommandLineOptions m_ModelCommandLineOptions;
192 typename Model::CommandLineOptions)> m_ConstructModel;
193 std::unique_ptr<Model> m_Model;
195 std::string m_InputSeqDir;
196 std::string m_PrevStateCDir;
197 std::string m_PrevStateHDir;
198 std::string m_LogitsDir;
199 std::string m_NewStateCDir;
200 std::string m_NewStateHDir;
202 std::unique_ptr<DeepSpeechV1Database> m_Database;
const std::vector< TContainer > & GetOutputs() const
#define ARMNN_LOG(severity)
virtual TestCaseResult ProcessResult(const InferenceTestOptions &options)=0
void IgnoreUnused(Ts &&...)
unsigned int GetTestCaseId() const
bool ValidateDirectory(std::string &dir)
armnn::Runtime::CreationOptions::ExternalProfilingOptions options
The test completed without any errors.