Abstract: A semiconductor device includes a fin structure. A source/drain region is formed on the fin structure. A first gate structure is disposed over the fin structure. A source/drain contact is disposed over the source/drain region. The source/drain contact has a protruding segment that protrudes at least partially over the first gate structure. The source/drain contact electrically couples together the source/drain region and the first gate structure.

Abstract: An electronic device protecting casing with heating function includes: a casing; a battery box within the casing; an interior of the battery box being arranged with a battery, a back side of the battery box being formed with an opening for receiving the battery; an outer cover serving to seal the opening; an inner side of the outer cover being formed with a heat isolation sheet; a heating unit being installed within the casing for heating the tablet computer; the heating unit including an electric heating plate. When power of the battery is transferred to the electric heating plate, the electric heating plate generates heat power and then transfers the power to the tablet computer for heating it; and a control circuit is installed within the casing; the electric heating plate is connected to the battery through a control switch; and the control circuit is connected to the control switch.

Abstract: An electronic device protecting casing with heating function includes: a casing; a battery box within the casing; an interior of the battery box being arranged with a battery, a back side of the battery box being formed with an opening for receiving the battery; an outer cover serving to seal the opening; an inner side of the outer cover being formed with a heat isolation sheet; a heating unit being installed within the casing for heating the tablet computer; the heating unit including an electric heating plate. When power of the battery is transferred to the electric heating plate, the electric heating plate generates heat power and then transfers the power to the tablet computer for heating it; and a control circuit is installed within the casing; the electric heating plate is connected to the battery through a control switch; and the control circuit is connected to the control switch.

Abstract: A training task optimization system includes a processor. The processor is configured to receive training environment information of a training task. The training environment information at least carries information corresponding to training samples in the training task. The processor is configured to calculate a memory distribution for the training task based on memory factors, the training samples and a neural network, and select a mini-batch size that is fit to the memory distribution. In response to the training environment information, the processor is configured to output the mini-batch size for execution of the training task.

Abstract: A training task optimization system includes a processor. The processor is configured to receive training environment information of a training task. The training environment information at least carries information corresponding to training samples in the training task. The processor is configured to calculate a memory distribution for the training task based on memory factors, the training samples and a neural network, and select a mini-batch size that is fit to the memory distribution. In response to the training environment information, the processor is configured to output the mini-batch size for execution of the training task.

Abstract: A method for computerized grouping contacts, an electronic device using the same and a computer program product are provided. The method for computerized grouping the contacts includes the following steps. At least one image is provided. Contacts are determined in the image. An interpersonal relation information is updated according to the image and the determined contacts. A contact group is suggested according to the interpersonal relation information.

Abstract: A method for computerized grouping contacts, an electronic device using the same and a computer program product are provided. The method for computerized grouping the contacts includes the following steps. At least one image is provided. Contacts are determined in the image. An interpersonal relation information is updated according to the image and the determined contacts. A contact group is suggested according to the interpersonal relation information.