Abstract: An information processing apparatus that uses a graphical processing unit (GPU) for inference processing, the information processing apparatus includes a processor. The processor configured to monitor a message output from an application that executes the inference processing. The processor configured to determine, from a pattern of the message, timing of a start and an end of core processing that uses the GPU, the core processing serving as a core of the inference processing. The processor configured to start the core processing when there is no process executing another core processing and accumulates a process identifier that identifies a process of the core processing in a queue when there is a process executing the another core processing in a case where the timing of the start of the core processing is determined.

Abstract: An apparatus of controlling applications each of which is an application performing processing on a moving image using a graphical processing unit (GPU), the apparatus including: a memory configured to store, for each application, identification information of a learning model, an operation cycle, a time length requested for one frame, and usage of the memory by the learning model; and a processor configured to perform: determining, for each learning model by using various information stored for each application, aggregation necessity indicating whether to aggregate sets of processing performed by the applications, and the number of processes to be used for the aggregation, wherein the various information includes the identification information, the operation cycle, the time length, and the usage of the memory; and aggregating and executing sets of processing performed by the applications based on a different from a process for performing the applications.

Abstract: A non-transitory computer-readable storage medium storing a multiple control program that causes at least one computer to execute a process, the process includes, storing a processing time of a first step in processes of a plurality of applications as a first threshold in a storage unit when the processes are executed in an overlapping manner; and when receiving an execution request from a subsequent application during execution of a process of the plurality of applications, delaying start of a process of the subsequent application by the first threshold or more from start of a process of a preceding application being executed.

Abstract: An information processing apparatus includes: a learning arithmetic processing circuit configured to perform each of a plurality of inference processes based on deep learning by using a memory area allocated to the inference process; and a processor configured to perform processing, the processing including: predicting an in-use memory area of each of the inference processes, based on a profile denoting a change in a memory usage while the inference process is performed by the learning arithmetic processing circuit according to an algorithm of the inference process and based on a start history of the inference process, and creating a memory map, based on the predicted in-use memory area; and allocating the memory area to the inference process, based on the memory map to cause the learning arithmetic processing circuit to perform each of the inference processes.

Abstract: Disclosed is a temperature-sensitive actuator which is configured in such a manner that heat from a PTC heater for the temperature-sensitive part of a thermoelement can be received appropriately and reliably in a required state. Specifically disclosed is a temperature-sensitive actuator (10) which is configured to sense the temperature although a piston (14) is operated forcibly by generating heat from a PTC heater (20) and warming the temperature-sensitive part (13) of a wax thermoelement, wherein a contact member (40) is interposed between the temperature-sensitive part of a thermoelement and the PTC heater. Consequently, variation in the amount of heat which is received at the temperature-sensitive part of a thermoelement from the PTC heater is limited, and the stabilized output (lift) of the thermoelement can be ensured.

Abstract: A thermostat configured to control engine coolant temperature, a coolant temperature control method and system, includes a thermoelement, arranged to open a main valve upon reaching a predetermined temperature; a heating element arranged, based on an output signal from a controller, to heat said thermoelement, the coolant flowing through the thermostat being exclusively coolant from the radiator. Further, the controller may transmit an output signal to said heating element according to an engine signal received from an engine temperature sensor arranged near the engine block to close one or more coolant flow slots arranged at the thermostat exit until a certain predetermined temperature is sensed. The output signal may be transmitted upon the engine temperature sensor sensing a predetermined temperature.

Abstract: A thermostat configured to control engine coolant temperature, a coolant temperature control method and system, includes a thermoelement, arranged to open a main valve upon reaching a predetermined temperature; a heating element arranged, based on an output signal from a controller, to heat said thermoelement, the coolant flowing through the thermostat being exclusively coolant from the radiator. Further, the controller may transmit an output signal to said heating element according to an engine signal received from an engine temperature sensor arranged near the engine block to close one or more coolant flow slots arranged at the thermostat exit until a certain predetermined temperature is sensed. The output signal may be transmitted upon the engine temperature sensor sensing a predetermined temperature.