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A key takeaway on Nvidia's success: smart architectural decisions from the start. Getting the fundamentals right in chip design laid a critical foundation for future performance gains. #HardwareArchitecture 3/6
May 21, 2025 at 10:00 PM
karisinkko.bsky.social
Neuronic capacitors. 🤔
🔸Replace capacitors in current energy wasting CPUs. 🤔
🔸Better processing and nicer environmental outcomes. 🤔
🔸It's essentially a new computer architecture. 🤔

The things I think about at 6am. 😂

#HardwareArchitecture #Computing
April 1, 2025 at 2:05 AM
hgpu.bsky.social
Analyzing Modern NVIDIA GPU cores

#HardwareArchitecture

hgpu.org?p=29837
Analyzing Modern NVIDIA GPU cores
GPUs are the most popular platform for accelerating HPC workloads, such as artificial intelligence and science simulations. However, most microarchitectural research in academia relies on GPU core …
hgpu.org
March 30, 2025 at 5:15 PM
hgpu.bsky.social
Good things come in small packages: Should we adopt Lite-GPUs in AI infrastructure?

#AI #HardwareArchitecture

hgpu.org?p=29704
Good things come in small packages: Should we adopt Lite-GPUs in AI infrastructure?
To match the blooming demand of generative AI workloads, GPU designers have so far been trying to pack more and more compute and memory into single complex and expensive packages. However, there is…
hgpu.org
January 27, 2025 at 10:59 AM
hgpu.bsky.social
A survey on FPGA-based accelerator for ML models

#FPGA #Survey #MachineLearning #ML #HardwareArchitecture

hgpu.org?p=29622
A survey on FPGA-based accelerator for ML models
This paper thoroughly surveys machine learning (ML) algorithms acceleration in hardware accelerators, focusing on Field-Programmable Gate Arrays (FPGAs). It reviews 287 out of 1138 papers from the …
hgpu.org
December 29, 2024 at 5:10 PM
hgpu.bsky.social
Towards Performance-Aware Allocation for Accelerated Machine Learning on GPU-SSD Systems

#Performance #SSD #GPU #HardwareArchitecture

hgpu.org?p=29597
Towards Performance-Aware Allocation for Accelerated Machine Learning on GPU-SSD Systems
The exponential growth of data-intensive machine learning workloads has exposed significant limitations in conventional GPU-accelerated systems, especially when processing datasets exceeding GPU DR…
hgpu.org
December 15, 2024 at 4:16 PM
hgpu.bsky.social
Hardware Accelerators for Artificial Intelligence

#AI #HardwareArchitecture #Performance #Survey

hgpu.org?p=29568
Hardware Accelerators for Artificial Intelligence
In this chapter, we aim to explore an in-depth exploration of the specialized hardware accelerators designed to enhance Artificial Intelligence (AI) applications, focusing on their necessity, devel…
hgpu.org
December 1, 2024 at 1:28 PM
thisisfrag.bsky.social
Unlocking the Secrets of Hardware for Programmers
Watch the full video at : https://t.co/LACvcg0Qpd
#ProgrammingKnowledge #HardwareArchitecture #GPUs #DeepLearning #GameDevelopment #ComputerScience #TechTalk #CodingTips #SoftwareDevelopment #TechEnthusiasts https://t.co/BSr4vJR1TJ
November 25, 2024 at 8:32 AM