Patent ID: 11892938
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 1:
2. The method of claim 1, wherein a training of the autoencoder comprises:
constructing, by the analyzer system, the autoencoder with an input layer with input nodes representing parameters in one or more training trace files, one or more hidden layers, and an output layer with output nodes reconstructing inputs to the input layer;
assigning, by the analyzer system, an initial weight to each edge between the input nodes and nodes in the one or more hidden layers and between the nodes in the one or more hidden layers and the output nodes;
inputting, by the analyzer system, input parameter values in the one or more training trace files into the autoencoder;
calculating, by the autoencoder, outputs of each node in the one or more hidden layers and outputs of each output node using an activation function and the initial weights; and
iteratively updating, by the analyzer system, the initial weights until the autoencoder calculates the outputs of each output node where reconstruction errors are minimized.