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Description
Describe the bug
ZairaChem fails when trying to fit a model with an input file of 37637 rows.
It fails because of running out of memory when calculating the Grover Embedding (model eos7w6n).
This happens on a laptop with 16 GB RAM.
To Reproduce
Steps to reproduce the behavior:
- Use a computer with 16 GB RAM
- Download the attached example file "train.csv"
- Create an empty directory "model"
- conda activate zairachem
- zairachem fit -i train.csv -m model
Expected behavior
ZairaChem is supposed to fit a model and end without errors
Screenshots
Log with error attached
Desktop (please complete the following information):
- OS: Ubuntu 20.04.5 LTS (running under Windows WLS)
- Using ZairaChem version 0.0.1, installed in December 2022
Additional context
Running on a laptop with 16 GB RAM
Log with error:
fit_20221220_0431.log
Example input file to reproduce:
train.csv
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