MPI衍生数据类型的好处是什么

Question

Let's suppose my 3d grid of procs needs to communicate 2d arrays with all nearest neighbors. I could simply store the 2d array as a 1d array to make the data contiguous and use send/recv. Can I expect any performance benefit if I used eg Mpi_type_vector instead?

Answer 1

Basically, you can manually pack/unpack the data to/from a contiguous buffer or used a derived datatype.

• manual pack/unpack requires more code, more memory, but packing/unpacking time can be reduced by OpenMP for example.

• a derived datatype requires less code, less memory, but data is generally packed/unpacked under the hood and this is generally performed by a single thread.

Bottome line, using a derived datatype saves you copying data to/from a buffer, but might not always be the fastest option.