System and method for an asynchronous processor with heterogeneous processors

    公开(公告)号:US10133578B2

    公开(公告)日:2018-11-20

    申请号:US14480541

    申请日:2014-09-08

    Abstract: Embodiments are provided for an asynchronous processor with heterogeneous processors. In an embodiment, the apparatus for an asynchronous processor comprises a memory configured to cache instructions, and a first unit (XU) configured to processing a first instruction of the instructions. The apparatus also comprises a second XU having less restricted access than the first XU to a resource of the asynchronous processor and configured to process a second instruction of the instructions. The second instruction requires access to the resource. The apparatus further comprises a feedback engine configured to decode the first instruction and the second instruction, and issue the first instruction to the first XU, and a scheduler configured to send the second instruction to the second XU.

    METHODS AND SYSTEMS FOR DISTRIBUTED TRAINING A DEEP NEURAL NETWORK

    公开(公告)号:US20250045599A1

    公开(公告)日:2025-02-06

    申请号:US18884948

    申请日:2024-09-13

    Abstract: Some embodiments of the present application provide a forward-propagation-only (FP-only) method of training a DNN model. Such methods result in a trained DNN model whose performance comparable to a DNN model trained using bidirectional training methods. The FP-only method for training a DNN model may operate without employing the known chain rule. The chain rule is employed when computing gradients for a backward propagation in a bidirectional method. The FP-only method may allow for the computations and updates to the parameters for each layer of the DNN model to be performed in parallel. The FP-only methods for training a DNN model use stochastic gradient descent and the FP-only method for training a DNN model still involves computing gradients. However, the FP-only methods of training a DNN model allow for computing of gradients without the chain rule.

    Method and device for incremental redundancy hybrid automatic repeat request (IR-HARQ) re-transmission

    公开(公告)号:US11184119B2

    公开(公告)日:2021-11-23

    申请号:US17001222

    申请日:2020-08-24

    Abstract: Aspects of this disclosure provide a technique for implementing polar encoding with incremental redundancy HARQ re-transmission. In particular, a transmitter encodes a message using different polar codes to obtain a first codeword and a second codeword that is twice the length of the first codeword, and transmit the first codeword as an original transmission, and the second half of the second codeword as a re-transmission without transmitting the first half of the second codeword. Information bits that are common to both the first codeword and the second half of the second codeword is mapped to more-reliable bit-locations in the second half of the second codeword. Decoded bit values for the common information in the original transmission and retransmission is compared by the receiver to perform a parity check.

    Method for encoding information bit sequence in communication network

    公开(公告)号:US11165537B2

    公开(公告)日:2021-11-02

    申请号:US16831852

    申请日:2020-03-27

    Abstract: Embodiments of this application provide a method for encoding data in a wireless communication network. A communication device obtains an information bit sequence of a bit length K and a code length M. When M is greater than or equal to a first threshold and K is greater than or equal to a second threshold, the device divides the information bit sequence into p subsequences that are of an equal length K1. Then the device encodes each of the p subsequence to obtain p encoded subsequences. The device rate-matches each of the p encoded subsequences to obtain p rate matched subsequences, concatenates the p rate matched subsequences to obtain the output sequence of the code length M, then outputs the output sequence.

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