Abstract: Neural network accelerator output ranking is provided. In various embodiments, a system comprises a data memory; a memory controller configured to access the data memory; a plurality of comparators configured in a tree; a register; and a two-way comparator. The memory controller is configured to provide a first plurality of values from the data memory to the comparator tree. The comparator tree is configured to perform a plurality of concurrent pairwise comparisons of the first plurality of values to arrive at a first greatest value of the first plurality of values. The two-way comparator is configured to output the greater of the greatest value from the comparator tree and a stored value from the register. The register is configured to store the output of the two-way comparator.

Abstract: Conflict-free, stall-free, broadcast networks on neural inference chips are provided. In various embodiments, a neural inference chip comprises a plurality of network nodes and a network on chip interconnecting the plurality of network nodes. The network comprises at least one pair of directional paths. The paths of each pair have opposite directions and a common end. The network is configured to accept data at any of the plurality of nodes. The network is configured to propagate data along a first of the pair of directional paths from a source node to the common end of the pair of directional paths and along a second of the pair of directional paths from the common end of the pair of directional paths to one or more destination node.

Abstract: A neural network processor system is provided comprising at least one neural network processing core, an activation memory, an instruction memory, and at least one control register, the neural network processing core adapted to implement neural network computation, control and communication primitives. A memory map is included which comprises regions corresponding to each of the activation memory, instruction memory, and at least one control register. Additionally, an interface operatively connected to the neural network processor system is included, with the interface being adapted to communicate with a host and to expose the memory map.

Abstract: An apparatus according to one embodiment includes a landing pad having a mating portion configured to mate with a mating feature of a removable element as the removable element approaches the landing pad in a first direction. The apparatus also includes a mount along which the landing pad is movable in a second direction. A lever is positionable between a disengaged position and an engaged position, the lever being coupled to the landing pad for translating the landing pad along the mount in the second direction during movement thereof from the disengaged position toward the engaged position. The first direction is different than the second direction.

Abstract: An apparatus includes a coupling rod having a longitudinal axis and disposed within one or more bearing elements that laterally constrain the coupling rod while enabling axial rotation, multiple latching barbs coupled to the coupling rod, rotational force elements that apply a rotational force to the latching barbs in a latching direction and resist rotation of the latching barbs in an unlatching direction. The apparatus may be deployed in a rack system having a rack drawer. The apparatus may also include barb engagement elements for engaging and latching the latching barbs when the rack drawer is moved from an open position to a closed position. Rotation of the coupling rod in the unlatching direction unlatches the latching barbs when the rack drawer is in the closed position and enables a user to open the rack drawer. A method that uses the apparatus is also disclosed herein.

Abstract: An apparatus includes a coupling rod having a longitudinal axis and disposed within one or more bearing elements that laterally constrain the coupling rod while enabling axial rotation, multiple latching barbs coupled to the coupling rod, rotational force elements that apply a rotational force to the latching barbs in a latching direction and resist rotation of the latching barbs in an unlatching direction. The apparatus may be deployed in a rack system having a rack drawer. The apparatus may also include barb engagement elements for engaging and latching the latching barbs when the rack drawer is moved from an open position to a closed position. Rotation of the coupling rod in the unlatching direction unlatches the latching barbs when the rack drawer is in the closed position and enables a user to open the rack drawer. A method that uses the apparatus is also disclosed herein.

Abstract: An apparatus according to one embodiment includes a landing pad having a mating portion configured to mate with a mating feature of a removable element as the removable element approaches the landing pad in a first direction. The apparatus also includes a mount along which the landing pad is movable in a second direction. A lever is positionable between a disengaged position and an engaged position, the lever being coupled to the landing pad for translating the landing pad along the mount in the second direction during movement thereof from the disengaged position toward the engaged position. The first direction is different than the second direction.