Small improvements to utils #1513
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BloodAxe
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Minor PR with two changes:
maybe_all_reduce_tensor_averagewe enforce reduced tensor is dense. Got crash when tried to observe a specific loss component (loss[4]and since indexing does not create a new tensor but rather a view this failed to work with all_reduce).convert_to_tensornow create tensor from numpy in a bit more efficient fashion straight on target device.