OPTIMIZATION METHOD AND APPARATUS FOR COMPUTATION GRAPH, COMPUTER DEVICE, AND STORAGE MEDIUM

摘要

An optimization method and apparatus for a computation graph, a computer device, and a storage medium. The method comprises: obtaining a computation graph of a computation network model; then inserting at least one check node in the computation graph; when running to each check node, obtaining the current performance margin by means of the current check node; then determining an optimization policy according to the current performance margin; and according to the optimization policy, optimizing a resource that needs to be consumed by a computation node after the current check node. According to the optimization method, by inserting the check nodes, obtaining the current performance margin of a computer device when the computer device runs to each check node, and according to the current performance margin, selecting the optimization policy meeting the actual running condition of the computer device to optimize the resource that needs to be consumed by the computation node, the resource use condition of each computation node during computation can be dynamically adjusted in the process that the computer device runs to the computation node, thereby improving the utilization rate of the resource on the computer device.