Memory requirements for a new model about ace HOT 3 OPEN

And also how much time would the training take ? I'm asking because I'm using our lab's computation facility, and I need to reserve the resources I need.

Thank you in advance for your response.

from ace.

Hi, to run conll 2003 dataset, it takes about 40~60G CPU memory. It seems that a 3.5m word corpus is about 10 times larger than the conll 2003 dataset. So it takes about 400G cpu memory to run the code. I suggest you may remove the flair embeddings (especially the multilingual embeddings) to reduce the feature size.

from ace.

For training, it takes about 2~4 days to train conll 2003 dataset on a single Tesla V100 GPU. You may reduce the training epoch to reduce the training time.

from ace.