基本信息:
- 专利标题： SPECIAL PURPOSE NEURAL NETWORK TRAINING CHIP
- 申请号：EP24163748.7 申请日：2018-05-17
- 公开(公告)号：EP4361832A3 公开(公告)日：2024-08-07
- 发明人： NORRIE, Thomas , TEMAM, Oliver , PHELPS, Andrew Everett , JOUPPI, Norman Paul
- 申请人： Google LLC
- 申请人地址： US Mountain View, CA 94043 1600 Amphitheatre Parkway
- 专利权人： Google LLC
- 当前专利权人： Google LLC
- 当前专利权人地址： US Mountain View, CA 94043 1600 Amphitheatre Parkway
- 代理机构： Betten & Resch
- 优先权： US 1762507771P 2017.05.17
- 分案原申请号： 22171943.8 2022.05.05;18735433.7 2018.05.17
- 主分类号： G06F9/38
- IPC分类号： G06F9/38 ; G06F15/76
摘要：
Methods, systems, and apparatus including a special purpose hardware chip for training neural networks are described. The special-purpose hardware chip may include a scalar processor configured to control computational operation of the special-purpose hardware chip. The chip may also include a vector processor configured to have a 2-dimensional array of vector processing units which all execute the same instruction in a single instruction, multiple-data manner and communicate with each other through load and store instructions of the vector processor. The chip may additionally include a matrix multiply unit that is coupled to the vector processor configured to multiply at least one two-dimensional matrix with a second one-dimensional vector or two-dimensional matrix in order to obtain a multiplication result.
公开/授权文献:
- EP4361832A2 SPECIAL PURPOSE NEURAL NETWORK TRAINING CHIP 公开/授权日：2024-05-01
IPC结构图谱:
| G | 物理 |
| --G06 | 计算；推算；计数 |
| ----G06F | 电数字数据处理 |
| ------G06F9/00 | 电数字数据处理的控制单元 |
| --------G06F9/06 | .应用存入的程序的，即应用处理设备的内部存储来接收程序并保持程序的 |
| ----------G06F9/22 | ..微控制或微程序装置 |
| ------------G06F9/38 | ...并行执行指令的，例如，流水线、超前锁定 |