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: The present disclosure discloses a method and an apparatus for executing a task in a cluster. The method includes: obtaining a task; determining a cluster-resource collection corresponding to the task in a plurality of pre-grouped collections of cluster resource, according to attribute of the task; and executing the task by a cluster resource in the determined cluster-resource collection. By means of this method, different tasks may correspond to different cluster resource collections. A task may occupy only a cluster resource included in a cluster-resource collection corresponding to the task, instead of occupying all cluster resources in a cluster. Therefore, even when a task occupies all cluster resources included in a cluster-resource collection corresponding to the task, the cluster can still use a cluster resource included in another cluster-resource collection to execute other tasks corresponding to other cluster resource collections in a timely manner.

Abstract: An multi-function attachment for straight and extension ladder for enabling a ladder to stand upright upon an uneven or inclined surface, boosting ladder's stability on cable and wire rope, keeping ladder away from gutter, keeping ladder at roof peak, and providing a support for a work table or sawhorse. The attachment comprise one special device clamped over one rung and stile of the ladder, an extension with shoe that has slip-resistant rubber pad bottom can be vertically adjustable in the device or can be bolted onto device horizontally.