Run:AI Python library
Public functional modules for Keras, TF and PyTorch
Info
Status
CircleCI is used for CI system:
Modules
This library consists of a few pretty much independent submodules:
| Module | Name | Info |
|---|---|---|
| Elastic | elastic |
Make Keras and PyTorch models elastic |
| Gradient Accumulation | ga |
Gradient accumulation for Keras and PyTorch optimizers |
| HPO | hpo |
Hyperparameter optimization assistance |
| Model Parallelism | mp |
Model-parallelism support for Keras builtin layers |
| Auto Profiler | profiler |
Export timeline of TF/Keras models easily |
| Reporter | reporter |
An interface to send metrics and parameters to Promethues Push Gateway |
Getting Started
Installing
Install the runai Python library using pip using the following command:
pip install runai
Make sure to use the correct
pipinstaller (you might need to usepip3for Python3)
Running The Tests
All tests (unit tests) can be run using the following command:
python -m unittest discover -s tests -v
1 maintainer
Metadata
1 maintainer
Release files for runai 0.4.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| runai-0.4.1.tar.gz | 18.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| runai-0.4.1-py2-none-any.whl | Python 2 | none | any | Details |
Total release size: 49.1 kB
Release files / runai-0.4.1.tar.gz
| Download URL | runai-0.4.1.tar.gz |
|---|---|
| Size | 18.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/53.0.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.9.1
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Release files / runai-0.4.1-py2-none-any.whl
| Download URL | runai-0.4.1-py2-none-any.whl |
|---|---|
| Size | 30.2 kB |
| Tags | Python 2 |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/53.0.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.9.1
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