Ignoring Data Dependencies Causes Search Overhead Sample Clauses

Ignoring Data Dependencies Causes Search Overhead. ‌ The third obstacle that should be addressed is the data dependencies. We find two types of data dependencies in MCTS: (1) the data dependency that exists among it- erations and (2) the data dependency that exists among operations. The first type of data dependency exists because each of the iterations in the main loop of the algo- rithm requires the updated data which should be provided by its previous iterations. This type of data dependency is also known as loop carried data dependencies. Ignoring this type of data dependency causes search overhead. The second type of data depen- dency exists because each of the four operations inside each iteration of the algorithm depends on the data that is provided by the previous operation. Ignoring this type of data dependency is not possible for obvious reasons. Chapter 6 provides more details and our solution for overcoming this obstacle.
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