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Accelerating Medical Image Processing with NVIDIA DALI

Deep learning models require vast amounts of data to produce accurate predictions, and this need becomes more acute every day as models grow in size and... 8 MIN READ
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Rapid Data Pre-Processing with NVIDIA DALI

This post is an update to an older post. Deep learning models require training with vast amounts of data to achieve accurate results. Raw data usually cannot be... 13 MIN READ
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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
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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
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Accelerating the Wide & Deep Model Workflow from 25 Hours to 10 Minutes Using NVIDIA GPUs

Recommender systems drive engagement on many of the most popular online platforms. As data volume grows exponentially, data scientists increasingly turn from... 14 MIN READ
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Accelerating Inference with NVIDIA Triton Inference Server and NVIDIA DALI

When you are working on optimizing inference scenarios for the best performance, you may underestimate the effect of data preprocessing. These are the... 10 MIN READ