Guidelines for choosing the best cloud VM service
Follow these guidelines to help you identify the best cloud VM service for your needs!
3 years ago
Articles
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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.
3 years ago
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Tutorial
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.
3 years ago
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Tutorial
Audio Classification with Deep Learning
This tutorial will guide you through auditory classification using a Jupyter notebook and TensorFlow. It covers essential concepts of signal processing and the best techniques for achieving accurate audio classification.
By
Bharath K
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Tutorial
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
By
Rohit Kundu
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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.
3 years ago
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Announcement
Reliability and performance at scale
Recent and upcoming releases are focused on improving reliability and performance of GPU machines
3 years ago
Introducing the Ultimate Guide to GPU Cloud Providers
We've long been frustrated that GPU cloud providers make it so difficult to identify and compare GPU hardware -- so we set out to change that!
By
David
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Unpaired Image to Image Translations with Cycle GANs
In this tutorial, we show how to implement cycle GANs from scratch for image to image translation in TensorFlow using a clever combination of a ResNet generator and Patch GAN discriminator.
By
Bharath K
