#ifndef TENSORFLOW_STREAM_EXECUTOR_LIB_CASTS_H_ #define TENSORFLOW_STREAM_EXECUTOR_LIB_CASTS_H_ #include namespace perftools { namespace gputools { namespace port { // port::bit_cast is a template function that implements the // equivalent of "*reinterpret_cast(&source)". We need this in // very low-level functions like the protobuf library and fast math // support. // // float f = 3.14159265358979; // int i = port::bit_cast(f); // // i = 0x40490fdb // // The classical address-casting method is: // // // WRONG // float f = 3.14159265358979; // WRONG // int i = * reinterpret_cast(&f); // WRONG // // The address-casting method actually produces undefined behavior // according to ISO C++ specification section 3.10 -15 -. Roughly, this // section says: if an object in memory has one type, and a program // accesses it with a different type, then the result is undefined // behavior for most values of "different type". // // This is true for any cast syntax, either *(int*)&f or // *reinterpret_cast(&f). And it is particularly true for // conversions between integral lvalues and floating-point lvalues. // // The purpose of 3.10 -15- is to allow optimizing compilers to assume // that expressions with different types refer to different memory. gcc // 4.0.1 has an optimizer that takes advantage of this. So a // non-conforming program quietly produces wildly incorrect output. // // The problem is not the use of reinterpret_cast. The problem is type // punning: holding an object in memory of one type and reading its bits // back using a different type. // // The C++ standard is more subtle and complex than this, but that // is the basic idea. // // Anyways ... // // port::bit_cast<> calls memcpy() which is blessed by the standard, // especially by the example in section 3.9 . Also, of course, // port::bit_cast<> wraps up the nasty logic in one place. // // Fortunately memcpy() is very fast. In optimized mode, with a // constant size, gcc 2.95.3, gcc 4.0.1, and msvc 7.1 produce inline // code with the minimal amount of data movement. On a 32-bit system, // memcpy(d,s,4) compiles to one load and one store, and memcpy(d,s,8) // compiles to two loads and two stores. // // I tested this code with gcc 2.95.3, gcc 4.0.1, icc 8.1, and msvc 7.1. // // WARNING: if Dest or Source is a non-POD type, the result of the memcpy // is likely to surprise you. // // Props to Bill Gibbons for the compile time assertion technique and // Art Komninos and Igor Tandetnik for the msvc experiments. // // -- mec 2005-10-17 template inline Dest bit_cast(const Source& source) { // Compile time assertion: sizeof(Dest) == sizeof(Source) // A compile error here means your Dest and Source have different sizes. static_assert(sizeof(Dest) == sizeof(Source), "src and dst types must have equal sizes"); Dest dest; memcpy(&dest, &source, sizeof(dest)); return dest; } } // namespace port } // namespace gputools } // namespace perftools #endif // TENSORFLOW_STREAM_EXECUTOR_LIB_CASTS_H_