Abstract: Systems and methods for image processing are described. Embodiments of the present disclosure receive an image having a plurality of object instances; encode the image to obtain image features; decode the image features to obtain object features; generate object detection information based on the object features using an object detection branch, wherein the object detection branch is trained based on a first training set using a detection loss; generate semantic segmentation information based on the object features using a semantic segmentation branch, wherein the semantic segmentation branch is trained based on a second training set different from the first training set using a semantic segmentation loss; and combine the object detection information and the semantic segmentation information to obtain panoptic segmentation information that indicates which pixels of the image correspond to each of the plurality of object instances.

Abstract: A modular cooling system can include thermal bridges for separate modules of a computer system that passively transfer heat away from heat sources of the modules. The thermal bridges can be thermally connected to a cold plate having a fluid path for liquid coolant. The cold plate can be positioned in, or linked to, a cooling dock having a pump and at least one cooling element such as a radiator or fan system. Heat from separate modules can be passively transferred via thermal bridges to cold plates, where liquid pumped through the cold plates can transfer the heat to the cooling elements of the cooling dock to be dissipated.

Abstract: A modular cooling system can include thermal bridges for separate modules of a computer system that passively transfer heat away from heat sources of the modules. The thermal bridges can be thermally connected to a cold plate having a fluid path for liquid coolant. The cold plate can be positioned in, or linked to, a cooling dock having a pump and at least one cooling element such as a radiator or fan system. Heat from separate modules can be passively transferred via thermal bridges to cold plates, where liquid pumped through the cold plates can transfer the heat to the cooling elements of the cooling dock to be dissipated.

Abstract: The present invention relates to the technical field of network data communication, and discloses a server, a client, a system and a method for preloading a browsed page in a browser. The server includes: a link extraction module configured to extract, from a currently browsed page on a client, links included in the page; a page downloading module configured to download pages corresponding to the links from websites; a page compression module configured to compress the downloaded pages to generate page compression packages corresponding to the links and store the page compression packages into a storage module; the storage module configured to store the page compression packages corresponding to the links; a communication transceiving module configured to receive a request transmitted by the client for loading a page of a link in the page currently browsed and transmit the page compression package corresponding to the link to be loaded to the client.

Abstract: The present invention relates to the technical field of network data communication, and discloses a server, a client, a system and a method for preloading a browsed page in a browser. The server includes: a link extraction module configured to extract, from a currently browsed page on a client, links included in the page; a page downloading module configured to download pages corresponding to the links from websites; a page compression module configured to compress the downloaded pages to generate page compression packages corresponding to the links and store the page compression packages into a storage module; the storage module configured to store the page compression packages corresponding to the links; a communication transceiving module configured to receive a request transmitted by the client for loading a page of a link in the page currently browsed and transmit the page compression package corresponding to the link to be loaded to the client.