Let’s Learn the Difference Between a Deep Learning CNN and RNN
The Origins of Deep Learning Many people are familiar with the term, Deep Learning, as it has gained widespread attention as a reliable way to tackle difficult and computationally expensive…
A Tutorial Introduction to Privacy-Centric Deep Learning in PyTorch
Secure multi-party computation and homomorphic encryption add computational overhead, but the results are well worth it! Data privacy and model parameter security are mutually protected with clever encryption schemes. The…
Getting Started with NLP Using the TensorFlow and Keras Frameworks
TensorFlow is arguably the most publicized Deep Learning framework ever. As a result it is also the most popular, most used and the most talked about Deep Learning framework in…
NVIDIA Quadro RTX 8000 Deep Learning Benchmarks for TensorFlow 2019
For this post, we conducted deep learning performance benchmarks for TensorFlow using the new NVIDIA Quadro RTX 8000 GPUs. Our Exxact Valence Workstation was equipped with 4x Quadro RTX 8000’s giving…
Hands-on TensorFlow Tutorial: Train ResNet-50 From Scratch Using the ImageNet Dataset
In this blog, we give a quick hands on tutorial on how to train the ResNet model in TensorFlow. While the official TensorFlow documentation does have the basic information you…