PyTorch

AI Python

5 Ways to Increase Your Model Performance with PyTorch Profiler

Sabrina Smai shows us five ways to increase your model performance using PyTorch Profiler.

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AI Research

Introducing Retiarii: A deep learning exploratory-training framework on NNI

Traditional deep learning frameworks such as TensorFlow and PyTorch support training on a single deep neural network (DNN) model, which involves computing the weights iteratively for the DNN model. Designing a DNN model for a task remains an experimental science and is typically a practice of deep learning model exploration. Retrofitting such exploratory-training into the […]

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Developer

BlazorDay 2021

On my livestream today, I briefly mentioned that I was excited about the potential of Blazor for web development. Fortunately, The Blazor Day is the online event around Blazor technologies. It’s organized by organized by 3 MVPs and it looks awesome.

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Deep Learning

Convolutions in Deep Learning – Interactive Demo App

deeplizard explains the importance of convolutions in deep learning. In deep learning, convolution operations are the key components used in convolutional neural networks. A convolution operation maps an input to an output using a filter and a sliding window. Use the interactive demonstration below to gain a better understanding of this process. 

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Data Science Databricks

MLflow Integration with PyCaret and PyTorch

In this talk, hosted by Databricks, learn how to build reproducible AI models and workflows using PyTorch and MLflow that can be shared across your teams, with traceability and speed up collaboration for AI projects.

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Python

Learn the Basics of PyTorch

Walkthrough of newly released PyTorch Learn the basics tutorial with PyTorch Developer Advocate Suraj Subramanian. Learn more: Learn the basics – https://aka.ms/PyTorch/LearntheBasics PyTorch.org – https://pytorch.org/ PyTorch on YouTube – https://www.youtube.com/pytorch Related links: Create a free account (Azure) https://aka.ms/aishow-seth-azurefree​ Don’t miss new episodes, subscribe to the AI Show – https://aka.ms/aishowsubscribe​ Follow Seth https://twitter.com/sethjuarez  Follow Suraj https://twitter.com/subramen

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AI Computer Vision Python

Intro to PyTorch Tutorial: Building Fashion Recognizer

PyTorch is one of the most popular open source machine learning framework that accelerates the path from research to production deployment. In this tutorial, Dmytro Dzhulgakov, core contributor for PyTorch, will go through an introductory level hands-on tutorial for building fashion recognizer. Related links: PyTorch Tutorials TorchVision PyTorch GitHub Tensorboard Create a Free account (Azure) […]

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AI TensorFlow

Data Augmentation with TensorFlow’s Keras API

deeplizard demonstrates how to use data augmentation on images using TensorFlow’s Keras API. VIDEO SECTIONS 00:00 Welcome to DEEPLIZARD – Go to deeplizard.com for learning resources 00:17 Introduction to Data Augmentation 01:32 Image Augmentation with Keras 08:16 Collective Intelligence and the DEEPLIZARD HIVEMIND

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