公开(公告)号：US20190155678A1

公开(公告)日：2019-05-23

申请号：US15817005

申请日：2017-11-17

Applicant: Tesla, Inc.

Inventor： Christopher Hsiong ,  Emil Talpes ,  Debjit Das Sarma ,  Peter Bannon ,  Kevin Hurd ,  Benjamin Floering

IPC: G06F11/07 ,  G06N3/02

Abstract: A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural network controller configured to receive a report of the data error from the error detector. In response to receiving the report, the neural network controller is further configured to signal that a pending result of the neural network is tainted without terminating execution of the neural network.

公开(公告)号：US11132245B2

公开(公告)日：2021-09-28

申请号：US16834104

申请日：2020-03-30

Applicant: Tesla, Inc.

Inventor： Christopher Hsiong ,  Emil Talpes ,  Debjit Das Sarma ,  Peter Bannon ,  Kevin Hurd ,  Benjamin Floering

IPC: G06F11/00 ,  G06F11/07 ,  G06N3/02 ,  G06F11/32 ,  G06F11/30

Abstract: A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural network controller configured to receive a report of the data error from the error detector. In response to receiving the report, the neural network controller is further configured to signal that a pending result of the neural network is tainted without terminating execution of the neural network.

公开(公告)号：US10606678B2

公开(公告)日：2020-03-31

申请号：US15817005

申请日：2017-11-17

Applicant: Tesla, Inc.

Inventor： Christopher Hsiong ,  Emil Talpes ,  Debjit Das Sarma ,  Peter Bannon ,  Kevin Hurd ,  Benjamin Floering

IPC: G06F11/00 ,  G06F11/07 ,  G06N3/02 ,  G06F11/32 ,  G06F11/30

Abstract: A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural network controller configured to receive a report of the data error from the error detector. In response to receiving the report, the neural network controller is further configured to signal that a pending result of the neural network is tainted without terminating execution of the neural network.

公开(公告)号：US20240086270A1

公开(公告)日：2024-03-14

申请号：US18452419

申请日：2023-08-18

Applicant: Tesla, Inc.

Inventor： Christopher Hsiong ,  Emil Talpes ,  Debjit Das Sarma ,  Peter Bannon ,  Kevin Hurd ,  Benjamin Floering

IPC: G06F11/07 ,  G06F11/30 ,  G06F11/32 ,  G06N3/02

CPC classification number: G06F11/0772 ,  G06F11/0721 ,  G06F11/0751 ,  G06F11/3006 ,  G06F11/3055 ,  G06F11/327 ,  G06N3/02

Abstract: A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural network controller configured to receive a report of the data error from the error detector. In response to receiving the report, the neural network controller is further configured to signal that a pending result of the neural network is tainted, without terminating execution of the neural network.

公开(公告)号：US11734095B2

公开(公告)日：2023-08-22

申请号：US17448598

申请日：2021-09-23

Applicant: Tesla, Inc.

Inventor： Christopher Hsiong ,  Emil Talpes ,  Debjit Das Sarma ,  Peter Bannon ,  Kevin Hurd ,  Benjamin Floering

IPC: G06F11/00 ,  G06F11/07 ,  G06N3/02 ,  G06F11/32 ,  G06F11/30

CPC classification number: G06F11/0772 ,  G06F11/0721 ,  G06F11/0751 ,  G06F11/3006 ,  G06F11/3055 ,  G06F11/327 ,  G06N3/02

Abstract: A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural network controller configured to receive a report of the data error from the error detector. In response to receiving the report, the neural network controller is further configured to signal that a pending result of the neural network is tainted without terminating execution of the neural network.

公开(公告)号：US20220083412A1

公开(公告)日：2022-03-17

申请号：US17448598

申请日：2021-09-23

Applicant: Tesla, Inc.

Inventor： Christopher Hsiong ,  Emil Talpes ,  Debjit Das Sarma ,  Peter Bannon ,  Kevin Hurd ,  Benjamin Floering

IPC: G06F11/07 ,  G06N3/02 ,  G06F11/32 ,  G06F11/30

Abstract: A system for handling errors in a neural network includes a neural network processor for executing a neural network associated with use of a vehicle. The neural network processor includes an error detector configured to detect a data error associated with execution of the neural network and a neural network controller configured to receive a report of the data error from the error detector. In response to receiving the report, the neural network controller is further configured to signal that a pending result of the neural network is tainted without terminating execution of the neural network.