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.

Posts by Michał Szołucha

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
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… 10 MIN READ
Technical Walkthrough 0

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. 7 MIN READ
Technical Walkthrough 0

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 in… 12 MIN READ
Technical Walkthrough 0

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