1.
Introduction
2.
Installation
3.
Setup
4.
Provenance Graph
5.
Logging
6.
Prov Collection
7.
Metrics
7.1.
Carbon Metrics
7.2.
System Metrics
7.3.
Time Metrics
7.4.
Registering Metrics
8.
Reproducibility
9.
Provenance Viewer
10.
Get Data from Provenance Files
11.
Examples
11.1.
Usage with PyTorch
11.2.
Usage with Lightning
11.3.
Usage with ItwinAI Logger
11.4.
Viewing Data
11.5.
Reproducible Example
Light
Rust
Coal
Navy
Ayu
yProv4ML Documentation
Examples
A set of 5 examples are provided:
PyTorch Example
PyTorch Lightning Example
ItwinAI Logger Example
Viewing and Plotting Data
Reproducible Example
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