Michał Szołucha

Michał Szołucha is a Software Engineer at NVIDIA, working in image processing and deep learning projects. Previously worked with mobile 3D technologies. Passionate about adapting polish folklore to modern recipient's perception.
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Posts by Michał Szołucha

Technical Walkthrough 2 Oct 07, 2021

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
Technical Walkthrough 0 Apr 13, 2021

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
Technical Walkthrough 1 Jun 15, 2020

Loading Data Fast with DALI and the New Hardware JPEG Decoder in NVIDIA A100 GPUs

Today, smartphones, the most popular device for taking pictures, can capture images as large as 4K UHD (3840×2160 image), more than 25 MB of raw data. Even... 7 MIN READ
Technical Walkthrough 0 Jul 02, 2019

Case Study: ResNet50 with DALI

Let’s imagine a situation. You buy a brand-new, cutting-edge, Volta-powered DGX-2 server. You’ve done your math right, expecting a 2x performance increase... 11 MIN READ
Technical Walkthrough 0 Jan 28, 2019

Fast AI Data Preprocessing with NVIDIA DALI

Editor's Note: This post has been updated. Here is the revised post. Training deep learning models with vast amounts of data is necessary to achieve accurate... 11 MIN READ