Can ROM‑Based LLM Accelerators Reach 20,000 tokens/s and End the GPU Era?

The article analyzes the ROMA and TOM architectures that embed large‑language‑model weights in on‑chip ROM + SRAM, achieving up to 20,000 tokens/s inference speed, compares them with GPU and Taalas solutions, and discusses their impact on edge AI, embodied intelligence, extreme environments, and privacy.

AI acceleratorEdge ComputingLLM

0 likes · 11 min read

Can ROM‑Based LLM Accelerators Reach 20,000 tokens/s and End the GPU Era?

OPPO Kernel Craftsman

Dec 22, 2023 · Fundamentals

Overview of Embedded ROM Flashing Processes and Online Programming Techniques

The article explains embedded ROM updating terminology, compares factory‑level burner programming with board‑level online flashing, details the boot sequence and U‑Boot implementation, outlines security signatures, common USB‑related issues, and the evolution of flash storage, concluding that online flashing offers low‑cost, scalable, high‑speed production for smartphones.

FlashingMobile DevelopmentROM

0 likes · 15 min read

Overview of Embedded ROM Flashing Processes and Online Programming Techniques

Architects' Tech Alliance

Feb 4, 2023 · Fundamentals

What Every Engineer Should Know About Semiconductor Memory Types

This article provides a comprehensive overview of semiconductor memory technologies, covering their classification into volatile and non‑volatile, detailed descriptions of ROM, PROM, EPROM, EEPROM, FLASH, SRAM, DRAM, and guidance on selecting the appropriate memory for system design.

DRAMEEPROMFLASH

0 likes · 16 min read

What Every Engineer Should Know About Semiconductor Memory Types

DeWu Technology

Nov 27, 2020 · Mobile Development

Analysis and Fix of Android Memory Leak Caused by AsyncTask SerialExecutor Blocking on Vivo Devices

The analysis reveals that on Vivo devices running Android 9, a static AsyncTask SERIAL_EXECUTOR blocks the UpdateBottomFlagTask in several order‑related activities, leaking the Activity context, and the fix replaces this executor via reflection with a custom parallel SerialExecutorProxy to prevent the leak.

AndroidAsyncTaskROM

0 likes · 14 min read

Analysis and Fix of Android Memory Leak Caused by AsyncTask SerialExecutor Blocking on Vivo Devices

Baidu Intelligent Testing

Sep 8, 2017 · Mobile Development

Android OEM ROM Features and Their Impact on App Testing

This article provides a comprehensive overview of the distinctive Android ROM customizations from major Chinese manufacturers—Huawei, OPPO, VIVO, Xiaomi, and Meizu—as well as key changes in Android versions 4.0 to 7.0, explaining how each feature affects app compatibility, permission handling, power management, and testing strategies.

AndroidMobileOEM