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
Articles
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
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Gradient
GPU Memory bandwidth
In this article, we ask what GPU memory bandwidth is, and examine why it should be taken into consideration as one of the qualities an ML/DL expert should look for in a machine learning platform.
3 years ago
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Tutorial
Writing ResNet from Scratch in PyTorch
In this continuation on our series of writing DL models from scratch with PyTorch, we learn how to create, train, and evaluate a ResNet neural network for CIFAR-100 image classification.
By
Nouman
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Tutorial
Zero-shot Text Classification with Hugging Face 🤗 on Gradient
In this tutorial, we look at and implement the pipeline for running zero-shot text classification with Hugging Face on a Gradient Notebook.
3 years ago
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Tutorial
Photogrammetry with Pix4D and Core
In this tutorial, we look in depth at Pix4Dmatic: the premiere software for photogrammetry at scale. Readers can expect to learn how to set up Pix4Dmatic on Core, walk through all the steps for staging a task, and then create a 3d model using provided sample data.
3 years ago
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Tutorial
Image Classification with Attention
Follow this tutorial to learn what attention in deep learning is, and why attention is so important in image classification tasks. We then follow up with a demo on implementing attention from scratch with VGG.
3 years ago
Computing GPU memory bandwidth with Deep Learning Benchmarks
In this article, we look at GPUs in depth to learn about memory bandwidth and how it affects the processing speed of the accelerator unit for deep learning and other pertinent computational tasks.
3 years ago
Detecting Outliers with Angle-based Techniques in Python
Follow this tutorial to master angle-based outlier detection (ABOD), and learn how to better optimize your datasets for deep learning.
3 years ago
