This repository contains some experiments that track how long training might take in Rasa NLU. To get started with this you will need to install some dependencies.
make install
Once that is done, you'll want to generate the datafiles.
make data
This will generate a file structure like;
📂 /home/vincent/Development/time-taken-experiment/data
┣━━ 📂 clean-100
┃ ┗━━ 📄 clean.yml (693.8 kB)
┣━━ 📂 clean-150
┃ ┗━━ 📄 clean.yml (1.0 MB)
┣━━ 📂 clean-50
┃ ┗━━ 📄 clean.yml (346.6 kB)
┣━━ 📂 typod-100
┃ ┣━━ 📄 clean.yml (693.8 kB)
┃ ┗━━ 📄 typod.yml (698.8 kB)
┣━━ 📂 typod-150
┃ ┣━━ 📄 clean.yml (1.0 MB)
┃ ┗━━ 📄 typod.yml (1.0 MB)
┗━━ 📂 typod-50
┣━━ 📄 clean.yml (346.6 kB)
┗━━ 📄 typod.yml (349.1 kB)
Given these files you can now start training.
make train
And generate some summary statistics.
make stats
You can also just run everything in one go.
make all