DEVELOPER BLOG

Michał Szołucha

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

AI / Deep Learning

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. 10 MIN READ
AI / Deep Learning

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
AI / Deep Learning

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
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