Tag: data preprocessing

Data Science

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… 5 MIN READ
AI / Deep Learning

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
AI / Deep Learning

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… 10 MIN READ
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
Artificial Intelligence

Fast AI Data Preprocessing with NVIDIA DALI

Training deep learning models with vast amounts of data is necessary to achieve accurate results. Data in the wild, or even prepared data sets… 10 MIN READ