IEEE

Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights

Abstract: Deep learning has revolutionized computer vision, but it achieved its tremendous success using deep network architectures which are mostly hand-crafted and therefore likely suboptimal.

Scientel achieves 6 Trillion Parameter LLM run on Ohio State OSC Supercomputer

Trillion Parameter run achieved with DeepSeek R1 671B model on 36 Nvidia H100 GPUs We are pleased to offer a Trillion ...
IEEE

Training-Free Learning Applied in GIS X-DR Image Analysis

Abstract: Gas Insulated Switchgear (GIS) plays a crucial role in the electrical grid, particularly in transmission, distribution, and substation applications, and the safe operation of GIS is related ...