[PATCH v2] libcamera: utils: Add a helper to convert floating-point to fixed-point
Paul Elder
paul.elder at ideasonboard.com
Wed Apr 24 09:44:09 CEST 2024
Add helper functions for converting between floating point and fixed
point numbers. Also add tests for them.
Signed-off-by: Paul Elder <paul.elder at ideasonboard.com>
---
Changes in v2:
- added the reverse conversion function (fixed -> floating)
- added tests
- make the conversion code cleaner
---
include/libcamera/base/utils.h | 37 +++++++++++++++++++++++++
src/libcamera/base/utils.cpp | 20 ++++++++++++++
test/utils.cpp | 49 ++++++++++++++++++++++++++++++++++
3 files changed, 106 insertions(+)
diff --git a/include/libcamera/base/utils.h b/include/libcamera/base/utils.h
index 37d9af60..da0767e3 100644
--- a/include/libcamera/base/utils.h
+++ b/include/libcamera/base/utils.h
@@ -9,6 +9,7 @@
#include <algorithm>
#include <chrono>
+#include <cmath>
#include <iterator>
#include <memory>
#include <ostream>
@@ -369,6 +370,42 @@ decltype(auto) abs_diff(const T &a, const T &b)
double strtod(const char *__restrict nptr, char **__restrict endptr);
+#ifndef __DOXYGEN__
+template<unsigned int I, unsigned int F, typename R, typename T,
+ std::enable_if_t<std::is_integral_v<R> &&
+ std::is_floating_point_v<T>> * = nullptr>
+#else
+template<unsigned int I, unsigned int F, typename R, typename T>
+#endif
+constexpr R floatingToFixedPoint(T number)
+{
+ static_assert(I + F <= sizeof(R) * 8);
+
+ R maskI = (1 << I) - 1;
+ R whole = (static_cast<R>(number) & maskI) << F;
+
+ R maskF = (1 << F) - 1;
+ R frac = static_cast<R>(std::round(number * (1 << F))) & maskF;
+
+ return whole | frac;
+}
+
+#ifndef __DOXYGEN__
+template<unsigned int I, unsigned int F, typename R, typename T,
+ std::enable_if_t<std::is_floating_point_v<R> &&
+ std::is_integral_v<T>> * = nullptr>
+#else
+template<unsigned int I, unsigned int F, typename R, typename T>
+#endif
+constexpr R fixedToFloatingPoint(T number)
+{
+ static_assert(I + F <= sizeof(T) * 8);
+
+ int coeff = number >> (I + F - 1) ? -1 : 1;
+
+ return coeff * static_cast<R>(number) / static_cast<R>(1 << F);
+}
+
} /* namespace utils */
#ifndef __DOXYGEN__
diff --git a/src/libcamera/base/utils.cpp b/src/libcamera/base/utils.cpp
index 3b73b442..ba36026d 100644
--- a/src/libcamera/base/utils.cpp
+++ b/src/libcamera/base/utils.cpp
@@ -521,6 +521,26 @@ double strtod(const char *__restrict nptr, char **__restrict endptr)
#endif
}
+/**
+ * \fn R floatingToFixedPoint(T number)
+ * \brief Convert a floating point number to a fixed-point representation
+ * \tparam I Bit width of the integer part of the fixed-point
+ * \tparam F Bit width of the fractional part of the fixed-point
+ * \tparam R Return type of the fixed-point representation
+ * \tparam T Input type of the floating point representation
+ * \return The converted value
+ */
+
+/**
+ * \fn R fixedToFloatingPoint(T number)
+ * \brief Convert a fixed-point number to a floating point representation
+ * \tparam I Bit width of the integer part of the fixed-point
+ * \tparam F Bit width of the fractional part of the fixed-point
+ * \tparam R Return type of the floating point representation
+ * \tparam T Input type of the fixed-point representation
+ * \return The converted value
+ */
+
} /* namespace utils */
#ifndef __DOXYGEN__
diff --git a/test/utils.cpp b/test/utils.cpp
index fc56e14e..f1805207 100644
--- a/test/utils.cpp
+++ b/test/utils.cpp
@@ -170,6 +170,51 @@ protected:
return TestPass;
}
+ template<unsigned int intPrec, unsigned fracPrec, typename T>
+ int testSingleFixedPoint(double input, T expected)
+ {
+ T ret = utils::floatingToFixedPoint<intPrec, fracPrec, T>(input);
+ if (ret != expected) {
+ cerr << "Expected " << input << " to convert to "
+ << expected << ", got " << ret << std::endl;
+ return TestFail;
+ }
+
+ /*
+ * The precision check is fairly arbitrary but is based on what
+ * the rkisp1 is capable of in the crosstalk module.
+ */
+ double f = utils::fixedToFloatingPoint<intPrec, fracPrec, double>(ret);
+ if (std::abs(f - input) > 0.001) {
+ cerr << "Reverse conversion expected " << ret
+ << " to convert to " << input
+ << ", got " << f << std::endl;
+ return TestFail;
+ }
+
+ return TestPass;
+ }
+
+ int testFixedPoint()
+ {
+ /* These are the only cases that we know for certain */
+ std::map<double, uint16_t> testCases = {
+ { 7.992, 0x3FF },
+ { -8, 0x400 },
+ { 0, 0 },
+ };
+
+ int ret;
+ for (const auto &testCase : testCases) {
+ ret = testSingleFixedPoint<4, 7, uint16_t>(testCase.first,
+ testCase.second);
+ if (ret != TestPass)
+ return ret;
+ }
+
+ return TestPass;
+ }
+
int run()
{
/* utils::hex() test. */
@@ -290,6 +335,10 @@ protected:
if (testDuration() != TestPass)
return TestFail;
+ /* fixed point conversion test */
+ if (testFixedPoint() != TestPass)
+ return TestFail;
+
return TestPass;
}
};
--
2.39.2
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