Semiconductor Engineering

GPU Analysis Identifying Performance Bottlenecks That Cause Throughput Plateaus In Large-Batch Inference

A new technical paper titled “Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference” was published by researchers at Barcelona Supercomputing Center, Universitat Politecnica de ...
Semiconductor Engineering

Ultra-low-bit LLM Inference Allows AI-PC CPUs And Discrete Client GPUs To Approach High-end GPU-Level (Intel)

A new technical paper titled “Pushing the Envelope of LLM Inference on AI-PC and Intel GPUs” was published by researcher at ...

AI Infrastructure Evolution: How Better Hardware Powers The LLM Era

Running both phases on the same silicon creates inefficiencies, which is why decoupling the two opens the door to new ...
TweakTown

NVIDIA's new Hopper H200 AI GPU tested: 3x faster GenAI with TensorRT-LLM in MLPerf 4.0 results

NVIDIA's optimizations on TensorRT-LLM have been a non-stop chain of progression since the company released its AI Software suite last year. There were major performance increases from MLPerf 3.1 ...
SDxCentral

DeepSeek looks to offload simple LLM tasks to save billions of parameters

Detailed in a recently published technical paper, the Chinese startup’s Engram concept offloads static knowledge (simple information lookups) from the LLM's primary memory to host memory (CPU RAM) in ...
Network World

SUSE expands AI tools to control workloads, LLM usage

SUSE expanded its AI platform today with new tools and a new partnership but SUSE AI, which first launched in November of 2024, lags far behind other AI platforms. “The product delivers valuable ...
TweakTown

Meta's next-gen Llama3 LLM is here and the Intel Arc A770 outperforms the GeForce RTX 4060

The GPU is generally available for around $300, and Intel is comparing its AI performance against NVIDIA's mainstream GeForce RTX 4060 8GB graphics card, which is its nearest Team Green price ...