Transparent hugepages not working with madvise

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I have been trying to use transparent hugepages in my application. For, this I have correctly configured my system with /sys/kernel/mm/transparent_hugepage/enabled set to [madvise]. I am allocating a mempool using boost::interprocess in /dev/shm and trying to later map this memory to hugepages using madvise. As can be seen in the snippet below :

int64_t ptr = (int64_t)mempool_;
ptr         = ((ptr >> 21) + 1) << 21;  // For aligning to hugepage boundary
int ret_val = madvise((void*)ptr, 2 * 1024 * 1024, MADV_HUGEPAGE);

cout << "start : "                     << (void*)ptr                     << endl;
cout << "end : "                       << (void*)(ptr + 2 * 1024 * 1024) << endl;
cout << "Return value of madvise() : " << ret_val                        << endl;
cout << "Errno  set to : "             << errno                          << endl;
cout << "Error on madvise: "           << strerror( errno )              << endl;

The output of this snippet is :

start : 0x7f2d17400000
end : 0x7f2d17600000
Return value of madvise() : 0
Errno  set to : 0
Error on madvise: Success

It, seems everything is right but hugepages are not allocated in my system. I do not understand why is this happening ? I let my program run sufficiently long enough for khugepaged to get scheduled. For my system

scan_sleep_millisecs : 10000

alloc_sleep_millisecs: 60000

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