I have a string in the following time format:
"%Y-%m-%d %H:%M:%S.%f"
where the %f is millisec, eg : 14:31:23.946571
I want this as a chrono time_point. Is there a cast to do this?
There is no cast from std::string to std::chrono::time_point.  You have to build up the std::chrono::time_point object.
std::tm object (<ctime>).
The year should be based at 1900, not 0.  The month should be based at 0, not 1. std::mktime() to create an std::time_t object.  std::chrono::time_point using from_time_t(). int) as a std::chrono::microsecond() duration to your time_point.Be aware that the <iomanip> functions std::ctime() and std::put_time() do not know about precision lower than a second. If you to print that level of precision, you'll need to write a function to do so.
#include <chrono>
#include <ctime>
#include <iomanip>
#include <iostream>
struct Tm : std::tm {
  int tm_usecs; // [0, 999999] micros after the sec
  Tm(const int year, const int month, const int mday, const int hour,
     const int min, const int sec, const int usecs, const int isDST = -1)
      : tm_usecs{usecs} {
    tm_year = year - 1900; // [0, 60] since 1900
    tm_mon = month - 1;    // [0, 11] since Jan
    tm_mday = mday;        // [1, 31]
    tm_hour = hour;        // [0, 23] since midnight
    tm_min = min;          // [0, 59] after the hour
    tm_sec = sec;          // [0, 60] after the min
                           //         allows for 1 positive leap second
    tm_isdst = isDST;      // [-1...] -1 for unknown, 0 for not DST,
                           //         any positive value if DST.
  }
  template <typename Clock_t = std::chrono::high_resolution_clock,
            typename MicroSecond_t = std::chrono::microseconds>
  auto to_time_point() -> typename Clock_t::time_point {
    auto time_c = mktime(this);
    return Clock_t::from_time_t(time_c) + MicroSecond_t{tm_usecs};
  }
};
int main() {
  using namespace std::chrono;
  auto tp_nomicro = Tm(2014, 8, 19, 14, 31, 23, 0).to_time_point();
  auto tp_micro = Tm(2014, 8, 19, 14, 31, 23, 946571).to_time_point();
  std::cout << duration_cast<microseconds>(tp_micro - tp_nomicro).count()
            << " microseconds apart.\n";
  auto time_c = high_resolution_clock::to_time_t(tp_micro);
  std::cout << std::ctime(&time_c) << '\n';
}
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