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: Provided is a peptide and method in preventing or treating infections caused by a wide spectrum of pathogens, including bacteria and fungus in hosts such as plants and animals. Methods of preventing or treating plant diseases and infection in animals are also provided.

Abstract: Disclosed is a touch control device having a substrate, a first touch-sensing electrode layer, a second touch-sensing electrode layer, a first insulating layer, a second insulating layer, and a circuit layer. The substrate includes a first region and a second region. The first and second touch-sensing electrode layers are located in the first region. The first insulating layer is located between the first and second touch-sensing electrode layers. The second insulating layer is disposed on the first insulating layer and the second touch-sensing electrode layer. The first region and a portion of the second region are covered by the second insulating layer. The circuit layer is located in the second region and has a first portion and a second portion. The first portion is in direct contact with the substrate. The second portion partially covers the first or the second touch-sensing electrode layer to form a contact area.

Abstract: A method for double-sided patterning includes the steps below. A transparent laminate is provided. The transparent laminate has a first surface and a second surface opposite thereto. A patterned first photoresist layer is formed on the first surface and a patterned second photoresist layer is formed on the second surface. A transparent layer is formed covering the patterned first photoresist layer. The transparent layer is patterned by using the patterned second photoresist layer as a mask.

Abstract: A touch panel defines a touch area and a reduced border area surrounding the touch area. The touch panel includes a substrate, a first conductive layer on the substrate, an insulating layer on the substrate and covering the first conductive layer, and a second conductive layer on the insulating layer. The second conductive layer includes first electrodes and strings of second electrodes in the touch area, each string of second electrodes extending in a first direction. The first conductive layer is conductive but almost opaque. The first conductive layer includes a decorative portion in the border area and first bridge portions in the touch area. Each first bridge portion is electrically coupled between adjacent two first electrodes in a second direction that intersects with the first direction. The decorative portion is configured to release static electricity and shield the border area.

Abstract: A touch display device includes a transparent substrate, a first transparent touch layer, a plurality of first conductive traces, a ring-shaped transparent insulation layer, a ring-shaped metal layer, a polarizer, a first optical adhesive layer, and a transparent cover. The first transparent touch layer is arranged on the transparent substrate, the first conductive traces are arranged on the bezel region of the transparent substrate, the ring-shaped transparent insulation layer covers the first conductive traces, and the ring-shaped metal layer is arranged on the ring-shaped transparent insulation layer. The polarizer is arranged on the transparent substrate and the ring-shaped metal layer to cover the first transparent touch layer. The first optical adhesive layer and the transparent cover are sequentially arranged on the polarizer.

Abstract: A touch display device includes a transparent substrate, a first transparent touch layer, a plurality of first conductive traces, a ring-shaped transparent insulation layer, a ring-shaped metal layer, a polarizer, a first optical adhesive layer, and a transparent cover. The first transparent touch layer is arranged on the transparent substrate, the first conductive traces are arranged on the bezel region of the transparent substrate, the ring-shaped transparent insulation layer covers the first conductive traces, and the ring-shaped metal layer is arranged on the ring-shaped transparent insulation layer. The polarizer is arranged on the transparent substrate and the ring-shaped metal layer to cover the first transparent touch layer. The first optical adhesive layer and the transparent cover are sequentially arranged on the polarizer.

Abstract: A manufacturing method of a single type touch panel structure includes steps as follows. A transparent metal oxide layer is configured on a substrate. The transparent metal oxide layer is patterned to form a first electrode pattern on the substrate. A transferable transparent conductive film is thermally laminated onto the first electrode pattern so that a photo sensitive layer is sandwiched between the transparent metal oxide layer and a transparent conductive coating layer. The transferable transparent conductive film is patterned for mutually forming a second electrode pattern on the transparent conductive coating layer and one surface of the photo sensitive layer adjoining the transparent conductive coating layer.

Abstract: A touch panel embedded in an electronic device defines a display region and a non-display region. The touch panel includes a cover and a touch sensing layer bonded on the cover. The touch sensing layer includes a substrate, a touch sensor disposed on the substrate in the display region, a peripheral circuit structure disposed on the substrate in the non-display region, and a decoration layer. The peripheral circuit structure is electrically connected with the touch sensor for receiving signals from the touch sensor. The decoration layer is disposed in the touch sensing layer.

Abstract: A touch panel defines a touch area and a reduced border area surrounding the touch area. The touch panel includes a substrate, a first conductive layer on the substrate, an insulating layer on the substrate and covering the first conductive layer, and a second conductive layer on the insulating layer. The second conductive layer includes first electrodes and strings of second electrodes in the touch area, each string of second electrodes extending in a first direction. The first conductive layer is conductive but almost opaque. The first conductive layer includes a decorative portion in the border area and first bridge portions in the touch area. Each first bridge portion is electrically coupled between adjacent two first electrodes in a second direction that intersects with the first direction. The decorative portion is configured to release static electricity and shield the border area.

Abstract: A touch panel embedded in an electronic device defines a display region and a non-display region. The touch panel includes a cover and a touch sensing layer bonded on the cover. The touch sensing layer includes a substrate, a touch sensor disposed on the substrate in the display region, a peripheral circuit structure disposed on the substrate in the non-display region, and a decoration layer. The peripheral circuit structure is electrically connected with the touch sensor for receiving signals from the touch sensor. The decoration layer is disposed in the touch sensing layer.

Abstract: The disclosure provides a touch panel having a touch sensing region and a peripheral circuit region. The touch panel includes a transparent substrate, a touch sensing layer, a first fanout circuit, and a second fanout circuit. The touch sensing layer is located above the transparent substrate and is disposed in the touch sensing region, in which the touch sensing layer has plural sensing units. The first fanout circuit is disposed in the peripheral circuit region. The second fanout circuit is disposed in the peripheral circuit region and is located above the first fanout circuit. The first fanout circuit and the second fanout circuit are electrically connected to the sensing units respectively. A projection of the first fanout circuit on the transparent substrate and a projection of the second fanout circuit on the transparent substrate at least partially overlap each other.

Abstract: A manufacturing method of a single type touch panel structure includes steps as follows. A transparent metal oxide layer is configured on a substrate. The transparent metal oxide layer is patterned to form a first electrode pattern on the substrate. A transferable transparent conductive film is thermally laminated onto the first electrode pattern so that a photo sensitive layer is sandwiched between the transparent metal oxide layer and a transparent conductive coating layer. The transferable transparent conductive film is patterned for mutually forming a second electrode pattern on the transparent conductive coating layer and one surface of the photo sensitive layer adjoining the transparent conductive coating layer.

Abstract: A flexible touch display device includes a flexible display unit and a touch polarizing element. The touch polarizing element includes a polarizing film, a first flexible light-transmissive film, a second flexible light-transmissive film, a first touch sensing layer and a flexible circuit board. The first flexible light-transmissive film and the second flexible light-transmissive film are formed on two opposite surfaces of the polarizing film, respectively. The flexible display unit is connected to the second flexible light-transmissive film. The first touch sensing layer is directly formed on the first flexible light-transmissive film. The flexible circuit board is disposed on the first flexible light-transmissive film, and electrically connected to the first touch sensing layer.

Abstract: A touch panel for narrowing bezel region and a touch display device using the same is disclosed. The touch panel includes a first transparent substrate, a first conduction layer, a transparent optical glue layer, a second transparent substrate and a second conduction layer from bottom to top. A bezel region of the first transparent substrate is provided with first conduction pads respectively connected with second conduction pads respectively through first conduction wires. The second transparent substrate is provided with third conduction pads. The second transparent substrate is penetrated with penetrating holes respectively arranged over the second conduction pads and respectively neighboring the third conduction pads. A third conduction layer is arranged on the third conduction pads and fills the penetrating holes. The second conduction pads are respectively connected with the third conduction pads through the third conduction layer in the penetrating holes.

Abstract: A touch panel for narrowing bezel region and a touch display device using the same is disclosed. The touch panel includes a first transparent substrate, a first conduction layer, a transparent optical glue layer, a second transparent substrate and a second conduction layer from bottom to top. A bezel region of the first transparent substrate is provided with first conduction pads respectively connected with second conduction pads respectively through first conduction wires. The second transparent substrate is provided with third conduction pads. The second transparent substrate is penetrated with penetrating holes respectively arranged over the second conduction pads and respectively neighboring the third conduction pads. A third conduction layer is arranged on the third conduction pads and fills the penetrating holes. The second conduction pads are respectively connected with the third conduction pads through the third conduction layer in the penetrating holes.

Abstract: A packing bag having a drawing structure comprises a bag housing and a drawn slice. The bag housing has an opening on one side thereof for placing a product conveniently into the bag housing through the opening. The drawing piece is connected on a side of the bag housing. Thereby, it is easy for customers to extract the products placed in pallets as long as equal force is applied to extract upwardly the drawing piece of the packing bags without damaging the products.

Abstract: A pipe trap comprising a body, a disc filter, a pipe and a plurality of mesh filter suitable for filtering gases is provided. The pipe trap body has a gas inlet and a gas outlet. The disc filter and the mesh filters are enclosed inside the pipe trap body. One end of the pipe connects with the disc filter and the other end of the pipe connects with the gas outlet. The mesh filters are enclosed inside the pipe. Using a multi-stage filtering method, liquid matter separates out first and then gaseous particles are filtered according to the particle size so that the pipe trap has a high filtering efficiency.

Abstract: A pipe trap comprising a body, a disc filter, a pipe and a plurality of mesh filter suitable for filtering gases is provided. The pipe trap body has a gas inlet and a gas outlet. The disc filter and the mesh filters are enclosed inside the pipe trap body. One end of the pipe connects with the disc filter and the other end of the pipe connects with the gas outlet. The mesh filters are enclosed inside the pipe. Using a multi-stage filtering method, liquid matter separates out first and then gaseous particles are filtered according to the particle size so that the pipe trap has a high filtering efficiency.