Disclosed embodiments relate to instructions for dual-destination type conversion, accumulation, and atomic memory operations. In one example, a system includes a memory, a processor including: a fetch circuit to fetch the instruction from a code storage, the instruction including an opcode, a first destination identifier, and a source identifier to specify a source vector register, the source vector register including a plurality of single precision floating point data elements, a decode circuit to decode the fetched instruction, and an execution circuit to execute the decoded instruction to: convert the elements of the source vector register into double precision floating point values, store a first half of the double precision floating point values to a first location identified by the first destination identifier, and store a second half of the double precision floating point values to a second location.