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vakhttps://patents.google.com/patent/US20210312320A1/en
"A compiler receives a description of a machine learning network and generates a computer program that implements the machine learning network. The computer program includes statically scheduled instructions that are executed by a mesh of processing elements (Tiles). The instructions executed by the Tiles are statically scheduled because the compiler can determine which instructions are executed by which Tiles at what times. For example, for the statically scheduled instructions, there are no conditions, branching or data dependencies that can be resolved only at run-time, and which would affect the timing and order of the execution of the instructions."
"A compiler receives a description of a machine learning network and generates a computer program that implements the machine learning network. The computer program includes statically scheduled instructions that are executed by a mesh of processing elements (Tiles). The instructions executed by the Tiles are statically scheduled because the compiler can determine which instructions are executed by which Tiles at what times. For example, for the statically scheduled instructions, there are no conditions, branching or data dependencies that can be resolved only at run-time, and which would affect the timing and order of the execution of the instructions."
no subject
Date: 2021-10-26 07:03 (UTC)no subject
Date: 2021-10-26 07:18 (UTC)no subject
Date: 2021-10-26 07:33 (UTC)Как вообще понимать такие патенты? Ведь общая задача программирования таких ускорителей сводится к переводу некоей программы на входном языке в набор инструкций маленьких процессоров и укладки данной программы по кристаллу. Получается что почти тоже самое что делал когда-то GreenArrays да и другие фирмы которые занимаются ускорителями нейронных сетей.
no subject
Date: 2021-10-26 15:20 (UTC)no subject
Date: 2021-10-26 17:03 (UTC)А то первое вроде как не проблема в фпга залить.
Не знаю правда как в случае LSTM и прочей рекурсивности.
no subject
Date: 2021-10-26 18:48 (UTC)Здесь только классификация.
Тренировка это другой рынок.
no subject
Date: 2021-10-26 18:52 (UTC)Архитектура здесь принципиально отличается от всех известных вычислителей. Патент нужен, чтобы защититься от желающих скопировать.
no subject
Date: 2021-10-26 20:51 (UTC)Не пинайте, я далек от этого.
no subject
Date: 2021-10-27 21:14 (UTC)