Converts IR to Code. Heart of Auto-DL
Project description
DLMML
The intermediary representation of the generated model.
How to run
Install form PyPI (recommended):
pip install dlmml
Yep, that's it :)
Steps to build package locally:
-
# clone the repo git clone https://github.com/Auto-DL/DLMML.git
-
Activate your environment (not compulsory but highly recommended)
-
python -m build
-
pip install dist\dlmml-*.tar.gz
-
[Extra Step] Check using pytest by either running
pytest
orpython setup.py pytest
What is the notebooks folder about:
- Testing and Prototyping is what we do there
- Run the
jupyter-notebook
command - Using the GUI, navigate and run the notebooks
- This can be a good starting point
Where to go next?
To know more about the project and initiative, please visit our website
Curious to know about our front-end or backend development? Here, Have a look :)
Note
- To know more about the technicalities of the project, read the our developer guidelines.
- For more detailed instructions to run the DLMML part. Read our User guidelines
Contributing
Please take a look at our contributing guidelines if you're interested in helping!
Features to add
-
Add model generation code for pytorch
-
Check if generated code is correct (current thought is to call model.compile and return errors if any)
-
Add different model evaluation parameters
-
Test for backward compatibility of libraries versions
-
Benchmarking parameters
-
Visualization and data preprocessing steps to be added
Project details
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