Technical Walkthrough 0

Accelerating Medical Image Processing with NVIDIA DALI

Deep learning models require a lot of data to produce accurate predictions. Here’s how to solve the data processing problem with NVIDIA DALI. 8 MIN READ
Technical Walkthrough 1

Rapid Data Pre-Processing with NVIDIA DALI

NVIDIA Data Loading Library is an open-source project and can help you accelerate data pre-processing for DL application. 13 MIN READ
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News 0

Accelerating Billion Vector Similarity Searches with GPUs

Relying on the capabilities of GPUs, a team from Facebook AI Research has developed a faster, more efficient way for AI to run similarity searches. The study… 3 MIN READ
Technical Walkthrough 0

Gauss Rank Transformation Is 100x Faster with RAPIDS and CuPy

As explained in the Batch Normalization paper, training neural networks becomes way easier if its input is Gaussian. This is clear. And if your model inputs are not Gaussian, RAPIDS will just transform it to Gaussian in the blink of an eye. 5 MIN READ
Technical Walkthrough 0

Accelerating the Wide & Deep Model Workflow from 25 Hours to 10 Minutes Using NVIDIA GPUs

In this post, we detail the new TensorFlow2 implementation of the Wide & Deep model that was recently added to the NVIDIA Deep Learning Examples repository. 14 MIN READ
Technical Walkthrough 0

Accelerating Inference with NVIDIA Triton Inference Server and NVIDIA DALI

Learn how the impact of the data preprocessing on inference performance and how you can easily speed it up on the GPU, using NVIDIA DALI and NVIDIA Triton Inference Server. 10 MIN READ