Allocate output from pool in Gather, NonZero ops
#168
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Gatherop did not allocate from the pool in its fast pathNonZeroop allocate from the pool for its output. This operator is still not fully using the pool as it first builds up aVecof all the non-zero entries, which it then transposes and copies into a contiguous tensor. Only the final copy is using the pool.