A complete anatomy of a graphics card: Case study of the NVIDIA A100
In our latest blogpost, we shine a spotlight on the Nvidia A100 to take a technical examination of the technology behind them, their components, architecture, and how the innovations within have made them the best tool for deep learning.
Alternative to Colab Pro: Comparing Google's Jupyter Notebooks to Gradient Notebooks (Updated!)
Google Colab Pro and Colab Pro+ are a substantial improvement to free-tier Colab but there are still a number of limitations that make alternatives to Colab Pro like Paperspace Gradient appealing.
Top ten cloud GPU platforms for deep learning
In this article, we explore the services of available cloud GPU platforms with a focus on relevant factors such as pricing, infrastructure, design, performance, support, and security. We use this to present the best platforms to consider for your cloud GPU necessities.
Automated metrics for evaluating the quality of text generation
Follow this blog post to learn about several of the best metrics used for evaluating the quality of generated text, including: BLEU, ROUGE, BERTscore, METEOR, Self-BLEU, and Word Mover's Distance. We then show how to use them in a Gradient Notebook.
Audio Classification with Deep Learning
This is a tutorial for conducting auditory classification within a Gradient Notebook using TensorFlow. Readers can expect to learn about the essential basic concepts of signal processing and some of the best techniques for audio classification to achieve the best desired outcomes.
Everything you need to know about Few-Shot Learning
In this tutorial, we examine the Few-Shot Learning paradigm for deep and machine learning tasks. Readers can expect to learn what it is, different techniques, and details about use cases for Few-Shot Learning
AMPT-GA: Automatic Mixed Precision Floating Point Tuning for GPU Applications
In this overview, we look at AMPT-GA: a system that selects application-level data precisions to maximize performance while satisfying accuracy constraints via automatic mixed precision training.