Abstract: Embodiments described herein are generally directed to improvements relating to power, latency, bandwidth and/or performance issues relating to GPU processing/caching. According to one embodiment, a system includes a producer intellectual property (IP) (e.g., a media IP), a compute core (e.g., a GPU or an AI-specific core of the GPU), a streaming buffer logically interposed between the producer IP and the compute core. The producer IP is operable to consume data from memory and output results to the streaming buffer. The compute core is operable to perform AI inference processing based on data consumed from the streaming buffer and output AI inference processing results to the memory.

Abstract: A manufacturing data analyzing method and a manufacturing data analyzing device are provided. The manufacturing data analyzing method includes the following steps. Each of at least one numerical data, at least one image data and at least one text data is transformed into a vector. The vectors are gathered to obtain a combined vector. The combined vector is inputted into an inference model to obtain a defect cause and a modify suggestion.

Abstract: A knife assembly includes a handle, a blade magazine detachably mounted in the handle, and a plurality of blades mounted in the blade magazine. Thus, the blade magazine is released from the handle easily and rapidly, thereby facilitating a user replacing the blades contained in the blade magazine. In addition, the blade magazine is mounted to the handle easily and conveniently, thereby facilitating the user mounting the blade magazine. Further, the blade magazine contains a plurality of blades, thereby facilitating the user carrying the blades.