User action data characterizing action by a player in a game environment executing at a user client is received at a server. The game environment is created by the user client separate from the server. Data characterizing a selected viewing position is received. The selected viewing position is different than a player viewing position. The selected viewing position characterizes a viewing location within the game environment. A recreated game environment is generated from the user action data at the server. A video stream of the recreated game environment is generated. The video stream includes video from a perspective of the selected viewing position. The video stream is transmitted to a viewing client. Related apparatus, systems, articles, and techniques are also described.

Methods, systems, and devices for operating a memory array are described. A memory controller may be configured to provide enhanced bandwidth on a command/address (C/A) bus, which may have a relatively low pin count, through use of a next partition command that may repeat an array command from a current partition at a different partition indicated by the next partition command. Such a next partition command may use fewer clock cycles than a command that includes a complete instruction and memory location information.

A content viewing method uses a viewing system including a content distribution server distributing contents, a mobile information terminal, and a viewing device reproducing a content. The mobile information terminal transmits user identification information and a user password to the content distribution server. The content distribution server authenticates the mobile information terminal based on the user identification information and the user password. The mobile information terminal transmits an account issue request requesting an account for reproducing a desired content to the content distribution server. The content distribution server issues the account based on the account issue request and transmits the account to the mobile information terminal. The mobile information terminal stores the account. The mobile information terminal transmits the account by short-range wireless communication. The viewing device stores the account received by short-range wireless communication. The viewing device reproduces the desired content using the stored account.

A method and apparatus for deep content tagging. A media device receives one or more first frames of a content item, where the one or more first frames spans a duration of a scene in the content item. The media device detects one or more objects or features in each of the first frames using a neural network model and identifies one or more first genres associated with the first frames based at least in part on the detected objects or features in each of the first frames. The media device further controls playback of the content item based at least in part on the identified first genres.

An object is to provide possible web quality estimation for changes in network quality without simulating each combination of network qualities or acquiring operation log information in advance. One aspect of the present invention is a web quality estimation device that estimates web quality which is a processing time of a web content, based on input of a content identifier of the web content and one or more network qualities, and includes: a content characteristic storage unit that stores correspondence information between a content identifier for identifying a web content and one or more content characteristics for a plurality of web contents; and a web quality estimation unit that receives input of a content identifier and one or more network qualities, refers to the corresponding information to acquire one or more content characteristics corresponding to the input content identifier, and estimates web quality from the one or more content characteristics and the input one or more network qualities.

Electronic devices are disclosed. In some implementations, an electronic device includes a device interface to provide an interface to a host and detect link information associated with a bandwidth provided by the device interface in communicating with the host, a processor coupled to the device interface to be in communication with the host, and structured to be operable to control operations of the electronic device in response to a request received from the host through the device interface, and a clock generator coupled to provide the device interface and the processor with clock signals to be used to operate the device interface and the processor. The processor is configured to adjust frequencies of the clock signals based on the link information.

Electronic devices are disclosed. In some implementations, an electronic device includes a device interface to provide an interface to a host and detect link information associated with a bandwidth provided by the device interface in communicating with the host, a processor coupled to the device interface to be in communication with the host, and structured to be operable to control operations of the electronic device in response to a request received from the host through the device interface, and a clock generator coupled to provide the device interface and the processor with clock signals to be used to operate the device interface and the processor. The processor is configured to adjust frequencies of the clock signals based on the link information.

A television receiver may present live television programming along with a sports gaming interface that indicates various betting options that are selectable by a television viewer via a remote control. The television receiver may receive a selection of a betting option presented in the sports gaming interface. A request may then be sent to a mobile device of the television viewer. The television receiver may in response to the selection, transmit a bet identifier of the selected betting option and an account identifier to the television service provider system. After a user has funded the bet and completed the transaction via a mobile device, the sports gaming interface may indicate the active bet.

Aspects of the present disclosure may address a virtual gaming system. The virtual gaming system may present various graphical user interfaces (GUIs) to a user, in conjunction with a device used by the user, in a client-server configuration. The virtual gaming system may facilitate play of games using at least two virtual currencies, where one virtual currency is purchased and has no monetary value and the second virtual currency may not be purchased but has monetary value. Separate sets of games may be provided for play using the at least two virtual currencies. It may also be possible, in some cases, to obtain first virtual currency, second virtual currency, or both, other than by purchase.

One embodiment of an accelerator includes a computing unit; a first memory bank for storing input activations and a second memory bank for storing parameters used in performing computations, the second memory bank configured to store a sufficient amount of the neural network parameters on the computing unit to allow for latency below a specified level with throughput above a specified level. The computing unit includes at least one cell comprising at least one multiply accumulate (“MAC”) operator that receives parameters from the second memory bank and performs computations. The computing unit further includes a first traversal unit that provides a control signal to the first memory bank to cause an input activation to be provided to a data bus accessible by the MAC operator. The computing unit performs computations associated with at least one element of a data array, the one or more computations performed by the MAC operator.