Introduce fast repeat_interleave #63
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This PR introduces a lightweight
repeat_interleavefunction that is (significantly) faster thantorch.repeat_interleavefor one-dimensional repetitions. It also movespad_sequencealong with it to a newfairseq2.nn.opsmodule.