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-rw-r--r--src/armnnQuantizer/QuantizationInput.cpp103
1 files changed, 103 insertions, 0 deletions
diff --git a/src/armnnQuantizer/QuantizationInput.cpp b/src/armnnQuantizer/QuantizationInput.cpp
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+++ b/src/armnnQuantizer/QuantizationInput.cpp
@@ -0,0 +1,103 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "QuantizationInput.hpp"
+
+#include <iostream>
+#include <fstream>
+#include <cstring>
+#include "armnn/Exceptions.hpp"
+
+namespace armnnQuantizer
+{
+
+QuantizationInput::QuantizationInput(const unsigned int passId,
+ const armnn::LayerBindingId bindingId,
+ const std::string fileName):
+ m_PassId(passId)
+{
+ m_LayerBindingIdToFileName.emplace(bindingId, fileName);
+}
+
+QuantizationInput::QuantizationInput(const QuantizationInput& other)
+{
+ m_PassId = other.GetPassId();
+ m_LayerBindingIdToFileName.clear();
+ for (armnn::LayerBindingId bindingId : other.GetLayerBindingIds())
+ {
+ std::string filename = other.GetFileName(bindingId);
+ AddEntry(bindingId, filename);
+ }
+}
+
+void QuantizationInput::AddEntry(const armnn::LayerBindingId bindingId, const std::string fileName)
+{
+ m_LayerBindingIdToFileName.emplace(bindingId, fileName);
+}
+
+std::vector<float> QuantizationInput::GetDataForEntry(const armnn::LayerBindingId bindingId) const
+{
+ if (m_LayerBindingIdToFileName.at(bindingId).empty())
+ {
+ throw armnn::Exception("Layer binding ID not found");
+ }
+
+ std::string fileName = m_LayerBindingIdToFileName.at(bindingId);
+ std::ifstream in(fileName.c_str(), std::ifstream::binary);
+ if (!in.is_open())
+ {
+ throw armnn::Exception("Failed to open input tensor file " + fileName);
+ }
+
+ std::string line;
+ std::vector<float> values;
+ char* pEnd;
+
+ while (std::getline(in, line, ' '))
+ {
+ values.emplace_back(std::strtof(line.c_str(), &pEnd));
+ }
+ return values;
+}
+
+std::vector<armnn::LayerBindingId> QuantizationInput::GetLayerBindingIds() const
+{
+ std::vector<armnn::LayerBindingId> layerBindingIDs;
+
+ for (auto iterator = m_LayerBindingIdToFileName.begin(); iterator != m_LayerBindingIdToFileName.end(); ++iterator)
+ {
+ layerBindingIDs.emplace_back(iterator->first);
+ }
+ return layerBindingIDs;
+}
+
+unsigned long QuantizationInput::GetNumberOfInputs() const
+{
+ return m_LayerBindingIdToFileName.size();
+}
+
+unsigned int QuantizationInput::GetPassId() const
+{
+ return m_PassId;
+}
+
+std::string QuantizationInput::GetFileName(const armnn::LayerBindingId bindingId) const
+{
+ auto iterator = m_LayerBindingIdToFileName.find(bindingId);
+ if (iterator != m_LayerBindingIdToFileName.end())
+ {
+ return m_LayerBindingIdToFileName.at(bindingId);
+ }
+ else
+ {
+ throw armnn::Exception("Could not retrieve filename for binding ID " + std::to_string(bindingId));
+ }
+}
+
+QuantizationInput::~QuantizationInput() noexcept
+{
+}
+
+} \ No newline at end of file