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GeezerVison is showing developer.nvidia.com — Author: Fred Oh | NVIDIA Technical Blog Fred Oh
Fred is a senior product marketing manager for CUDA, CUDA on WSL, and CUDA Python. Fred has a B.S. in Computer Science and Math from UC Davis. He began his career as a UNIX software engineer porting kernel services and device drivers to x86 architectures. He loves Star Wars, Star Trek and the NBA Warriors.
Posts by Fred Oh
Accelerating Long-Context Inference with Skip Softmax in NVIDIA TensorRT LLM
For machine learning engineers deploying LLMs at scale, the equation is familiar and unforgiving: as context length increases, attention computation costs...
6 MIN READ
New Scaling Algorithm and Initialization with NVIDIA Collective Communications Library 2.23
The NVIDIA Collective Communications Library (NCCL) implements multi-GPU and multinode communication primitives optimized for NVIDIA GPUs and networking. NCCL...
9 MIN READ
Dynamic Loading in the CUDA Runtime
Historically, the GPU device code is compiled alongside the application with offline tools such as nvcc. In this case, the GPU device code is managed internally...
8 MIN READ
CUDA Toolkit Now Available for NVIDIA Blackwell
The latest release of the CUDA Toolkit, version 12.8, continues to push accelerated computing performance in data sciences, AI, scientific computing, and...
9 MIN READ
Memory Efficiency, Faster Initialization, and Cost Estimation with NVIDIA Collective Communications Library 2.22
For the past few months, the NVIDIA Collective Communications Library (NCCL) developers have been working hard on a set of new library features and bug fixes....
8 MIN READ
Constant Time Launch for Straight-Line CUDA Graphs and Other Performance Enhancements
CUDA Graphs are a way to define and batch GPU operations as a graph rather than a sequence of stream launches. A CUDA Graph groups a set of CUDA kernels and...
8 MIN READ
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