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compiled function For 2D array can be written as cf2 = Compile[{{size, _Integer}, {s, _Integer}}, Block[{m}, m = Table[Table[0, {s}], {size}]], RuntimeAttributes -> {Listable}, Parallelization -> True] For example, cf2[{1, 2, 3, 4},...