Not quite exactly what the OP was looking for but the use of dd isn't a best practice in my opinion.
DD is on the whole just much better used for imaging disks than benchmarking. Use Fio.
sudo dnf install fio or
sudo apt-get install fio
4k random test
fio --filename=/dev/sdx --direct=1 --rw=randrw --refill_buffers --norandommap --randrepeat=0 --ioengine=libaio --bs=4k --rwmixread=100 --iodepth=16 --numjobs=16 --runtime=60 --group_reporting --name=4ktest
8k mixed test
fio --filename=/dev/sdx --direct=1 --rw=randrw --refill_buffers --norandommap --randrepeat=0 --ioengine=libaio --bs=8k --rwmixread=70 --iodepth=16 --numjobs=16 --runtime=60 --group_reporting --name=8k7030test
taken from: http://www.storagereview.com/fio_flexible_i_o_tester_synthetic_benchmark
once you are sure your raw disks are performing as they should, create the raid-0 unit via madam and then before partitioning test them again but this time instead of /dev/sd{x} pass in whatever you called your raid array, once satisfied, create your partitions aligning as needed and test that, then once good there, format and mount and test that.