OMLET: Open Machine Learning Engineering Toolbox
Installation
git clone https://github.com/LinxiFan/omlet.git
cd omlet
pip install -e .
PyTorch-Lightning
Tested only with v0.7.6, please upgrade.
Hydra
Due to incompatibilities, please install hydra management library from their master branch:
git clone https://github.com/facebookresearch/hydra.git
cd hydra
pip install -e .
cd plugins/hydra_colorlog
pip install -e .
The above should also install OmegaConf 2.0.1, which we'll use as our primary dot-access dict for hyperparameters.
OmegaConf docs: https://omegaconf.readthedocs.io/en/latest/usage.html
Nvidia APEX fp16 training
https://github.com/NVIDIA/apex#quick-start
git clone https://github.com/NVIDIA/apex
cd apex
pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
1 maintainer
Metadata
1 maintainer
Release files for omlet 0.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| omlet-0.1.tar.gz | 32.7 kB | Without provenance | Details for omlet-0.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| omlet-0.1-py3-none-any.whl | Python 3 | none | any | Details for omlet-0.1-py3-none-any.whl |
Total release size: 74.0 kB
Release files / omlet-0.1.tar.gz
| Download URL | omlet-0.1.tar.gz |
|---|---|
| Size | 32.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
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twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.4.0 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.7.7
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Release files / omlet-0.1-py3-none-any.whl
| Download URL | omlet-0.1-py3-none-any.whl |
|---|---|
| Size | 41.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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No |
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twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.4.0 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.7.7
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