A Turning Point? MediaTek Dimensity Phones Simulate PC Games, Can Mali GPU Finally Compete with Snapdragon?

Mobile gamers, emulator enthusiasts, and Android tinkering fans, your spring is coming! In the past, the only option in the Android camp for “playing and pushing limits” was the Snapdragon Adreno series, which could easily “simulate PS2/GBA/old PC at full frame rates.” The Dimensity + Mali combination was a “simulation disaster”—either stuttering or graphical bugs, … Read more

AMD Plans to Launch NPU Acceleration Card

AMD Plans to Launch NPU Acceleration Card

On July 31, according to foreign media reports from CRN, AMD Vice President and General Manager of Client Business Group Rahul Tikoo recently stated that AMD is researching the launch of a standalone NPU acceleration card to help achieve the goal of “AI computing accessible to everyone.” Currently, AI PCs mainly rely on SoCs with … Read more

Quickly Understand CPU, GPU, and NPU

Quickly Understand CPU, GPU, and NPU

Are you still confused about CPU, GPU, and NPU? This article will clarify the confusion! Using straightforward language, we will break down these three core computing units. CPU: Central Processing Unit Meaning and Positioning: The CPU is the “brain” of the computer, responsible for executing the instructions of the operating system and various programs, coordinating … Read more

FPGA May Replace GPU in Deep Learning Applications

FPGA May Replace GPU in Deep Learning Applications

Author | Ben Dickson Translator | Daxiaofei Editor | Chen Si The rise of artificial intelligence has triggered a massive demand for GPUs in the market, but the application of GPUs in AI scenarios faces issues such as short lifespan and high usage costs. Field Programmable Gate Arrays (FPGAs), which are customizable hardware processors, may … Read more

SIMD and SIMT: The Parallel Blades in High-Performance Computing Clusters

SIMD and SIMT: The Parallel Blades in High-Performance Computing Clusters

In the field of high-performance computing (HPC), improving computational efficiency and breaking through computational bottlenecks has always been an unremitting goal. SIMD (Single Instruction, Multiple Data) and SIMT (Single Instruction, Multiple Threads) technologies act like two sharp blades, cutting through various high-performance computing scenarios and playing a key role in significantly advancing computational capabilities. 1. … Read more

A Comprehensive Comparison of SIMD vs SIMT in Parallel Computing

A Comprehensive Comparison of SIMD vs SIMT in Parallel Computing

Comprehensive Comparison Table Feature SIMD (Single Instruction, Multiple Data) SIMT (Single Instruction, Multiple Threads) Core Essence A data parallel execution paradigm/instruction type. A single instruction operates on multiple data elements simultaneously. A thread parallel execution model. A single instruction is executed by multiple threads simultaneously, with each thread processing its own private data. The hardware … Read more

Discussion on CUDA Shared Virtualization Support (Supplement 1)

Discussion on CUDA Shared Virtualization Support (Supplement 1)

First of all, I would like to thank everyone for their support of “Discussion on CUDA Shared Virtualization Support“!Here, I would like to add adisadvantage of the driver forwarding scheme.In the division of CUDA computing power and video memory, there is a significant approach that involves creating a fake libcuda library. This fake libcuda library … Read more

AI Empowerment: Can RISC-V Break the “Impossible Triangle” in the CPU World?

AI Empowerment: Can RISC-V Break the "Impossible Triangle" in the CPU World?

In recent years, driven by generative AI, the RISC-V chip market has rapidly developed. According to predictions from The SHD Group, by 2030, the shipment of RISC-V SoCs is expected to reach 16.181 billion units, generating revenue of $92.7 billion; among these, the AI accelerator sector will become the fastest-growing sub-market, with an expected shipment … Read more

What Are the Differences Between CPU, GPU, and NPU?

What Are the Differences Between CPU, GPU, and NPU?

Watching short videos without lag, taking clear night photos with your phone, and completing AI writing tasks in seconds… all these “efficient experiences” are actually thanks to one thing: 👉 Digital Chips, which are the core components that make devices “run smoothly”, “operate quickly”, and “calculate accurately”. But ultimately, what are digital chips? What are … Read more

Will ASICs Overwhelm GPUs by 2026? The Century-Long Battle for AI Chips Has Begun

Will ASICs Overwhelm GPUs by 2026? The Century-Long Battle for AI Chips Has Begun

When news broke that OpenAI quietly rented Google TPUs, the entire tech community sensed a powder keg. One of the largest buyers of NVIDIA GPUs suddenly turned its attention to the ASIC camp, as if a gunshot had announced that the countdown to a new era in AI chips had begun. Google’s Bold Move: A … Read more