Abstract:
A method and apparatus for moving an object from the current position to a target position at a speed varying according to the remained distance to the target position in response to a movement command for moving the object on the display screen of the mobile terminal. The object movement method of a terminal of the present invention includes displaying an object; receiving a movement command for moving the object; and moving the object from a current position to a target position at a speed varying according to a distance to the target position.
Abstract:
Disclosed are an electronic device including a memory and a processor, and a method for controlling same. The memory stores a pre-trained neural network model and training data. The processor obtains a first loss function based on a label corresponding to the training data and output data obtained by inputting the training data into the neural network model; obtains a size of a change amount of a weight of each of a plurality of layers included in the neural network model based on the first loss function, and trains the neural network model by updating a weight of at least one layer for which the magnitude of the change amount of the weight exceeds a first threshold value, while at least one other layer, among the plurality of layers, for which a size of the weight change amount does not exceed the first threshold value is not updated.
Abstract:
An apparatus includes a calculation processing unit configured to perform a calculation in the electronic device, a device manager configured to controls a speed of the calculation processing unit and output load factor information, one or more user-level application programs with a respective load factor limit, configured to request for load factor limit information of the calculation processing unit and calculation of a load with a load factor limit, and a service quality manager configured to receive the load factor limit information and the load with the load factor limit from the user-level application programs with the load factor limit, receive load factor information of the calculation processing unit from the device manager, generate a calculation parameter so that a load factor of the calculation processing unit is within the load factor limit information, and output the load with the load factor limit and the generated calculation parameter.
Abstract:
An electronic apparatus and a method for controlling thereof are provided. The electronic apparatus includes a memory storing an artificial neural network and metadata including information of at least one layer in the artificial neural network, and a processor configured to: acquire a security vector based on the metadata and a security key of the electronic apparatus; map the security vector and the metadata with the security key and identification information of the artificial neural network; perform encryption on the at least one layer based on the metadata and the security vector; based on input data input to the artificial neural network, load the metadata and the security vector by using the security key and the identification information of the artificial neural network; and perform an operation between the input data and the encrypted at least one layer based on the loaded security vector and the metadata.
Abstract:
An apparatus includes a calculation processing unit configured to perform a calculation in the electronic device, a device manager configured to controls a speed of the calculation processing unit and output load factor information, one or more user-level application programs with a respective load factor limit, configured to request for load factor limit information of the calculation processing unit and calculation of a load with a load factor limit, and a service quality manager configured to receive the load factor limit information and the load with the load factor limit from the user-level application programs with the load factor limit, receive load factor information of the calculation processing unit from the device manager, generate a calculation parameter so that a load factor of the calculation processing unit is within the load factor limit information, and output the load with the load factor limit and the generated calculation parameter.