Wandb.jl

Unofficial Julia Bindings for wandb.ai.

Installation

For stable release:

] add Wandb

For the main branch:

] add Wandb#main

Quick Start

Follow the quickstart points 1 and 2 to get started with a Wandb account.

using Wandb, Logging

# Initialize the project
lg = WandbLogger(; project = "Wandb.jl", name = nothing)

# Set logger globally / in scope / in combination with other loggers
global_logger(lg)

# Logging Values
Wandb.log(lg, Dict("accuracy" => 0.9, "loss" => 0.3))

# Even more conveniently
@info "metrics" accuracy=0.9 loss=0.3
@debug "metrics" not_print=-1  # Will have to change debug level for this to be logged

# Tracking Hyperparameters
update_config!(lg, Dict("dropout" => 0.2))

# Close the logger
close(lg)

Examples

To see the logging in action go here. Detailed code for these examples can be accessed via the navigation menu.

Running into Issues

Please have a look at the Miscellaneous Section to see if it solves your issue. If not, please report bugs using GitHub Issues. For usage questions post them on Discourse (@avik-pal) or Julia Slack (#helpdesk channel) (@avikpal) tagging me.