Nvidia Corporation remains a top AI infrastructure pick despite risks, and Advanced Micro Devices offers tactical opportunity ...

Vishakha Agrawal is an AI engineer with nearly a decade of experience developing the infrastructure that supports modern machine learning.

Due to some project constraints, I'm currently still using vLLM 0.6.3 and don't have time to upgrade for now. I've noticed that when CUDA Graph is enabled, the output becomes incorrect for some ...

Testing the Qwen2.5 VL-3B model using TRTLLM version 0.19.0, following the PyTorch workflow example , running with the use_cuda_graph parameter resulted in only a few generated tokens. Removing the ...

This article advocates the use of a task-graph-based model for specifying large scientific applications to be executed on cloud environments. The approach is particularly suited for large applications ...

As growing power dissipation and thermal effects disrupted the rising clock frequency trend and threatened to annul Moore's law, the computing industry has switched its route to higher performance ...