Abstract: A method of performing automatic tuning on a deep learning model includes: utilizing an instruction-based learned cost model to estimate a first type of operational performance metrics based on a tuned configuration of layer fusion and tensor tiling; utilizing statistical data gathered during a compilation process of the deep learning model to determine a second type of operational performance metrics based on the tuned configuration of layer fusion and tensor tiling; performing an auto-tuning process to obtain a plurality of optimal configurations based on the first type of operational performance metrics and the second type of operational performance metrics; and configure the deep learning model according to one of the plurality of optimal configurations.

Abstract: A connecting structure comprising a main body, a plurality of rotary discs, and a joint set is provided. The rotary discs are rotatably disposed on the main body with intervals. The joint set comprises at least one third connecting element and at least one fourth connecting element. The fourth connecting element matches with the first connecting of the object for connecting to each other, and the third connecting element matches with the second connecting element of the device for connecting to each other.

Abstract: The problem of poor signal quality of biometric measurement is improved with a new headset construction. The new headset includes a sensor assembly that provides more stable and secure contact between the sensor electrodes and the scalp of the wearer of the headset. The sensor assembly includes a housing unit for the electrodes and has a flexible and collapsible wall portion, which flexes and deforms according to the strength and the location of the pressure applied to the electrodes to maximize the contact area between the scalp and the sensors.

Abstract: A connecting structure comprising a main body, a plurality of rotary discs, and a joint set is provided. The rotary discs are rotatably disposed on the main body with intervals. The joint set comprises at least one third connecting element and at least one fourth connecting element. The fourth connecting element matches with the first connecting of the object for connecting to each other, and the third connecting element matches with the second connecting element of the device for connecting to each other.

Abstract: A blood pressure monitor comprising a main engine and a cuff is provided. The main engine has a housing, a pump which is disposed in the housing, and a plurality of first venting pipes. A plurality of first through-holes is formed on the housing to gas-communicate with the pump. The cuff has a gasbag and a plurality of gas nozzles. The gas nozzles extend from the gasbag to connect with the first venting pipes. Gas generated from the pump inflates the gasbag through the first through-holes, the first venting pipes, and the gas nozzles.

Abstract: A touch panel includes a sensing electrode. The sensing electrode includes a plurality of mesh units pieced together with others. Each of the mesh units is different from at least one of adjacent mesh units in shape. Each of the mesh units has a plurality of side edges connected with one another. At least two side edges of each of the mesh units are different in length.

Abstract: A composite touch cover plate defined with a touch surface and an inner surface is provided. The composite touch cover plate includes a substantially homogeneous polymer layer and a fibrous layer. The fibrous layer is located at one side of the polymer layer and near the touch surface. A ratio of a thickness of the fibrous layer to a thickness of the polymer layer lies between 1:9 and 1:49.

Abstract: A switched reluctance motor (SRM) is disclosed which has a rotor position detecting system with magnetic switches to detect the rotor position and give signals to a logic circuit to trigger electrical phase changes among the coils of the switched reluctance motor.

Abstract: A touch stereoscopic display device includes a display panel, a touch panel, and a parallax barrier. The display panel has a display surface. The touch panel is disposed on a side of the display surface. The touch panel includes a cover lens and a touch sensing unit. The cover lens has a touch side and a non-touch side opposite to the touch side. The non-touch side faces the display panel. The touch sensing unit is disposed on the non-touch side of the cover lens. The parallax barrier is disposed in the touch panel, and the parallax barrier is used to generate a barrier stereoscopic display effect. The parallax barrier is disposed on the non-touch side of the cover lens.

Abstract: A wafer is carried on a blade supported on robotic arms. A plurality of guide clamps both move the wafer into a desired position on the blade and clamp the wafer in place during transport by the arms. The clamps are reciprocally mounted on the blade and are connected with and driven by a rotatable hub carried on the blade and rotated by the movement of the arms. Both the blade and the clamps include beveled surfaces that guide the wafer into place. The operation of the clamps is controlled by a laser that detects when the wafer is out of place or tilted on the blade.

Abstract: A wafer is carried on a blade supported on robotic arms. A plurality of guide clamps both move the wafer into a desired position on the blade and clamp the wafer in place during transport by the arms. The clamps are reciprocally mounted on the blade and are connected with and driven by a rotatable hub carried on the blade and rotated by the movement of the arms. Both the blade and the clamps include beveled surfaces that guide the wafer into place. The operation of the clamps is controlled by a laser that detects when the wafer is out of place or tilted on the blade.

Abstract: A method and apparatus for eliminating trapped air from a liquid flow by using a buffer tank and an electrical control box such that substantially all the trapped air are accumulated in the buffer tank and further, when the tank is optionally equipped with a sensor system, the liquid flow can be shut-off when the liquid level in the buffer tank drops below a threshold level to prevent the trapped air from accidentally flowing into a process machine.