A tool to visualize big models
Project description
BigModelVis
A Tool to Visualize Big Models.
Overview
You can use this tool to visualize the tree structure of big models, with the name/shape of each layer showing in indents.
- A demo picture of using BigModelVis to show the structure of Bert (bert-base-uncased)
Installation
install the latest pip version
pip install bigmodelvis
or build from source
[TODO] add the git address
git clone xxx
cd bigmodelvis
python setup.py install
Usage
from bigmodelvis import Visualization
from transformers import BertForMaskedLM
model = BertForMaskedLM.from_pretrained('bert-base-uncased')
visobj = Visualization(model)
visobj.structure_graph()
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