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: The present disclosure provides semiconductor structure having an electrical contact. The semiconductor structure includes a semiconductor substrate and a doped polysilicon contact. The doped polysilicon contact is disposed over the semiconductor substrate. The doped polysilicon contact includes a dopant material having a dopant concentration equaling or exceeding about 1015 atom/cm3.

Abstract: Example methods are provided to improve placement of an adaptor (210,220) to a mobile computing device (100) to measure a test strip (221) coupled to the adaptor (220) with a camera (104) and a screen (108) on a face of the mobile computing device (100). The method may include displaying a light area on a first portion of the screen (108). The first portion may be adjacent to the camera (104). The light area and the camera (104) may be aligned with a key area of the test strip (221) so that the camera (104) is configured to capture an image of the key area. The method may further include providing first guiding information for a user to place the adaptor (210,220) to the mobile computing device (100) according to a position of the light area on the screen (108).

Abstract: A cartridge assembly may be utilized in combination with an electronic nicotine delivery system for the safe, efficient and cost-effective means for delivering a controlled dose of nicotine to a user on demand. The cartridge assembly includes a reservoir with a material for holding liquid nicotine or a liquid nicotine solution and is constructed from a material that is chemically resistant to nicotine or nicotine solution. The cartridge assembly includes an anti-counterfeit feature to prevent use of an unauthorized cartridge in the electronic nicotine delivery system. The cartridge assembly also includes an anti-reuse feature that precludes reuse of the cartridge assembly once removed from the electronic nicotine delivery system. Essentially, the cartridge assembly is designed for a single use only.

Abstract: Provided is an anti-fuse memory including a anti-fuse memory cell including an isolation structure, a select gate, first and second gate insulating layers, an anti-fuse gate, and first, second and third doped regions. The isolation structure is disposed in a substrate. The select gate is disposed on the substrate. The first gate insulating layer is disposed between the select gate and the substrate. The anti-fuse gate is disposed on the substrate and partially overlapped with the isolation structure. The second gate insulating layer is disposed between the anti-fuse gate and the substrate. The first doped region and the second doped region are disposed in the substrate at opposite sides of the select gate, respectively, wherein the first doped region is located between the select gate and the anti-fuse gate. The third doped region is disposed in the substrate and located between the first doped region and the isolation structure.

Abstract: A method includes depositing a high-k gate dielectric layer over and along sidewalls of a semiconductor fin. The method further includes depositing an n-type work function metal layer over the high-k gate dielectric layer and performing a passivation treatment on the high-k gate dielectric layer through the n-type work function metal layer. The passivation treatment comprises a remote plasma process. The method further includes depositing a fill metal over the n-type work function metal layer to form a metal gate stack over the high-k gate dielectric layer. The metal gate stack comprising the n-type work function metal layer and the fill metal.

Abstract: A memory device includes a plurality of memory cells; a word line, connected to one of the plurality of memory cells, that is configured to provide a first WL pulse having a rising edge and a falling edge that define a pulse width of the first WL pulse; a first tracking WL, formed adjacent to the memory cells, that is configured to provide, via being physically or operatively coupled to a bit line (BL) configured to write a logic state to the memory cell, a second WL pulse having a rising edge with a decreased slope; and a first tracking BL, configured to emulate the BL, that is coupled to the first tracking WL such that the pulse width of the first WL pulse is increased based on the decreased slope of the rising edge of the second WL pulse.

Abstract: A notebook computer including a screen, a body, and a camera module is provided. The body is pivotally connected to the screen so that the screen is opened and closed relative to the body. The camera module is stored in one of the screen and the body and includes a photosensitive element and a first polarizer. The first polarizer is disposed between the screen and the photosensitive element. The screen includes a display panel and a second polarizer. The second polarizer is disposed between the display panel and the first polarizer. The first polarizer and the second polarizer have different polarization directions.

Abstract: A notebook computer including a screen, a body, and a camera module is provided. The body is pivotally connected to the screen so that the screen is opened and closed relative to the body. The camera module is stored in one of the screen and the body and includes a photosensitive element and a first polarizer. The first polarizer is disposed between the screen and the photosensitive element. The screen includes a display panel and a second polarizer. The second polarizer is disposed between the display panel and the first polarizer. The first polarizer and the second polarizer have different polarization directions.

Abstract: A packaging assembly for packaging an electric product is provided. The packaging assembly has a case body and a buffer structure. The buffer structure has two buffer elements. Each of the buffer elements has a body portion and two bent portions. When the body portion receives a first side of the electric product, the bent portions are bended to receive a second side of the electric product, and thus the body portion and the bent portions cover four corners of the electric product.