Tag: TensorFlow

AI / Deep Learning

Announcing the NVIDIA NVTabular Open Beta with Multi-GPU Support and New Data Loaders

Recently, NVIDIA CEO Jensen Huang announced updates to the open beta of NVIDIA Merlin, an end-to-end framework that democratizes the development of large-scale… 12 MIN READ
AI / Deep Learning

Profiling and Optimizing Deep Neural Networks with DLProf and PyProf

Software profiling is key for achieving the best performance on a system and that’s true for the data science and machine learning applications as well. 19 MIN READ
AI / Deep Learning

Deploying Models from TensorFlow Model Zoo Using NVIDIA DeepStream and NVIDIA Triton Inference Server

If you’re building unique AI/DL application, you are constantly looking to train and deploy AI models from various frameworks like TensorFlow, PyTorch, TensorRT… 10 MIN READ
AI / Deep Learning

Streaming Interactive Deep Learning Applications at Peak Performance

Imagine that you have just finished implementing an awesome, interactive, deep learning pipeline on your NVIDIA-accelerated data science workstation using… 12 MIN READ
AI / Deep Learning

Accelerating AI and ML Workflows with Amazon SageMaker and NVIDIA NGC

AI is going mainstream and is quickly becoming pervasive in every industry—from autonomous vehicles to drug discovery. However, developing and deploying AI… 13 MIN READ
AI / Deep Learning

Accelerating TensorFlow on NVIDIA A100 GPUs

The NVIDIA A100, based on the NVIDIA Ampere GPU architecture, offers a suite of exciting new features: third-generation Tensor Cores, Multi-Instance GPU (MIG)… 12 MIN READ