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How To Use Autocast in PyTorch
Saurav Maheshkar
Jul 08
Articles, Beginner, Domain, PyTorch, Plots
How to Use Label Smoothing in TensorFlow
Saurav Maheshkar
Jul 01
Articles, Domain Agnostic, Beginner
How To Implement Gradient Accumulation in PyTorch
Saurav Maheshkar
Jul 01
Articles, Domain Agnostic, Tutorial, Beginner, PyTorch
W&B at CVPR 2022
Andrea Pessl
Jun 21
Articles, W&B Meta, Beginner, Domain Agnostic
How To Use GradScaler in PyTorch
Saurav Maheshkar
Jun 14
Articles, Domain Agnostic, Beginner, Tutorial, PyTorch
Create Gifs From Images Logged to Weights & Biases
Scott Condron
Jun 10
Articles, Beginner, Tutorial, Computer Vision, W&B Meta
An Intro to Neural Network Initialization With Keras
Saurav Maheshkar
Jun 07
Domain Agnostic, Tutorial, Beginner, Keras
How to Properly Use PyTorch's CosineAnnealingWarmRestarts Scheduler
Saurav Maheshkar
Jun 03
Tutorial, PyTorch, Articles, Beginner, Domain Agnostic
Why Learning Rate Is Important in Deep Learning Pipelines
Saurav Maheshkar
May 04
Articles, Kaggle, Domain Agnostic, Experiment, Beginner
NLP Basics: What is Tokenization and How Do You Do It?
Saurav Maheshkar
Apr 26
NLP, Beginner, Articles, Tutorial
Integrating Keras with Weights & Biases
Justin Tenuto, Ayush Thakur
Feb 18
Beginner, Computer Vision, Classification, Keras, W&B Meta, Artifacts, Panels, Plots, Tables, MedMNIST
Fine-Tuning Tips and Exploration on OpenAI's GPT-3
Boris Dayma
Feb 08
Beginner, NLP, Text Generation, OpenAI, Experiment, Tutorial, Panels, Plots, Tables, Large Models, LLM, Fine-tuning, GPT
Configuring W&B Projects with Hydra
Adrish Dey
Feb 03
Beginner, Computer Vision, Classification, Hydra, Tutorial, Panels, Sweeps, CIFAR10, MNIST
The Softmax Activation Function Explained
Saurav Maheshkar
Jan 25
Beginner, Domain Agnostic, Classification, Tutorial, Softmax, Chum here
Collaboration in ML made easy with W&B Teams
Scott Condron
Jan 13
Beginner, Domain Agnostic, W&B Meta, DALL-E, Plots, Tables, Exemplary
Tabular Data Versioning and Deduplication with Weights & Biases
Dylan Paiton
Jan 12
Beginner, Tabular, Tutorial, W&B Meta, Tables, University of Leicester Medical, Health Care
Instance Normalization in PyTorch (With Examples)
Saurav Maheshkar
Jan 11
Beginner, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Sweeps, Tables, Normalization, Chum here
Tracking CO2 Emissions of Your Deep Learning Models with CodeCarbon and Weights & Biases
Aman Arora
Jan 07
Beginner, Domain Agnostic, Tutorial, Plots
Group Normalization in Pytorch (With Examples)
Adrish Dey
Jan 03
Beginner, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Sweeps, Normalization, Chum here
Model flexibility: Some pretrained nets parallelize six times better
Stacey Svetlichnaya
Jan 01
Beginner
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