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GitHub / openvinotoolkit / nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openvinotoolkit%2Fnncf

Stars: 772
Forks: 197
Open Issues: 56

License: apache-2.0
Language: Python
Repo Size: 47.1 MB
Dependencies: 162

Created: about 4 years ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: about 1 month ago

Commit Stats

Commits: 1805
Authors: 69
Mean commits per author: 26.16
Development Distribution Score: 0.762
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/openvinotoolkit/nncf

Topics: bert, classification, compression, deep-learning, hawq, mixed-precision-training, mmdetection, nlp, object-detection, onnx, openvino, pruning, pytorch, quantization, quantization-aware-training, semantic-segmentation, sparsity, tensorflow, transformers

Files

Readme

Dependencies

.github/workflows/api_changes_check.yml actions

actions/checkout v3 composite
actions/github-script v6 composite
alehechka/download-tartifact v2 composite

.github/workflows/build_and_publish_doc.yml actions

JamesIves/github-pages-deploy-action v4 composite
actions/checkout v3 composite
alehechka/download-tartifact v2 composite

.github/workflows/build_html_doc.yml actions

actions/checkout v3 composite
alehechka/upload-tartifact v2 composite

.github/workflows/build_schema_page.yml actions

actions/checkout v3 composite
alehechka/upload-tartifact v2 composite

.github/workflows/labeler.yml actions

actions/labeler v4 composite

.github/workflows/post_pr_merge.yml actions

.github/workflows/pre-commit-linters.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite

.github/workflows/precommit.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite
actions/upload-artifact v3 composite
codecov/codecov-action v3 composite

.github/workflows/python-publish.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/upload_coverage_for_develop.yml actions

actions/checkout v3 composite
dawidd6/action-download-artifact v2 composite

docker/tensorflow/gpu/Dockerfile docker

nvidia/cuda 11.0.3-cudnn8-runtime-ubuntu20.04 build

docker/torch/cpu/Dockerfile docker

ubuntu 20.04 build

docker/torch/gpu/Dockerfile docker

nvidia/cuda 11.1.1-cudnn8-devel-ubuntu20.04 build

docs/api/requirements.txt pypi

Sphinx ==6.1.3
furo ==2023.3.27
sphinx-autoapi ==2.1.0

examples/experimental/openvino/bert/requirements.txt pypi

examples/experimental/openvino/yolo_v5/requirements.txt pypi

examples/post_training_quantization/onnx/mobilenet_v2/requirements.txt pypi

examples/post_training_quantization/openvino/anomaly_stfpm_quantize_with_accuracy_control/requirements.txt pypi

anomalib ==0.6.0
openvino-dev ==2023.1

examples/post_training_quantization/openvino/mobilenet_v2/requirements.txt pypi

examples/post_training_quantization/openvino/yolov8/requirements.txt pypi

onnx >=1.12.0
openvino-dev ==2023.1
ultralytics ==8.0.170

examples/post_training_quantization/openvino/yolov8_quantize_with_accuracy_control/requirements.txt pypi

onnx >=1.12.0
openvino-dev ==2023.1
ultralytics ==8.0.170

examples/post_training_quantization/tensorflow/mobilenet_v2/requirements.txt pypi

examples/post_training_quantization/torch/mobilenet_v2/requirements.txt pypi

fastdownload *
onnx *
openvino-dev ==2023.1
scikit-learn *
torchvision >=0.10.1,<0.16
tqdm *

examples/post_training_quantization/torch/ssd300_vgg16/requirements.txt pypi

examples/tensorflow/requirements.txt pypi

examples/torch/requirements.txt pypi

addict >=2.4.0
defusedxml >=0.7.0rc1
efficientnet_pytorch *
matplotlib >=3.3.3
mlflow >=2.5.0,<2.7.0
opencv-python >=4.4.0.46
pillow >=8.0.1
returns >0.14
tensorboard >=2.1
torchvision >=0.10.0,<0.16

requirements.txt pypi

setup.py pypi

tests/common/requirements.txt pypi

pytest * test
pytest-cov * test
pytest-mock >=3.3.1 test

tests/cross_fw/examples/requirements.txt pypi

pytest * test
pytest-cov * test

tests/cross_fw/install/requirements.txt pypi

pytest * test
pytest-cov * test
virtualenv * test

tests/onnx/benchmarking/requirements.txt pypi

openvino-dev ==2023.1 test
pycocotools * test

tests/onnx/requirements.txt pypi

Jinja2 ==3.1.1 test
fastdownload * test
openvino-dev ==2023.1 test
pytest-cov * test
pytest-dependency >=0.5.1 test
pytest-mock >=3.3.1 test
pytest-ordering >=0.6 test
scikit-learn * test
torch * test
torchvision * test
yattag >=1.14.0 test

tests/openvino/requirements.txt pypi

fastdownload * test
openvino-dev ==2023.1 test
pytest * test
pytest-cov * test
pytest-mock >=3.3.1 test
virtualenv * test

tests/post_training/requirements.txt pypi

librosa ==0.10.0 test
memory-profiler ==0.61.0 test
onnx ==1.13.1 test
onnxruntime ==1.14.1 test
openvino-dev ==2023.1.0 test
optimum ==1.8.8 test
pandas ==1.3.5 test
pytest * test
pytest-cov * test
scikit-learn ==1.2.2 test
soundfile ==0.12.1 test
tensorboard ==2.13.0 test
tensorflow-io ==0.32.0 test
timm ==0.9.2 test
torch ==2.0.1 test
torchvision ==0.15.2 test
transformers ==4.30.0 test

tests/tensorflow/requirements.txt pypi

PyYAML * test
filelock <3.12.3 test
prettytable >=2.0.0 test
pydot * test
pyparsing <3.0 test
pytest * test
pytest-cov * test
pytest-dependency * test
pytest-mock * test
tensorflow_addons * test
tensorflow_hub * test
virtualenv * test
yattag >=1.14.0 test

tests/torch/requirements.txt pypi

datasets * test
evaluate ==0.3.0 test
onnx ==1.13.1 test
onnxruntime ==1.14.1 test
openvino-dev ==2023.1 test
prettytable >=2.0.0 test
pyparsing <3.0 test
pytest-cov * test
pytest-dependency >=0.5.1 test
pytest-mock >=3.3.1 test
timm ==0.9.2 test
transformers * test
virtualenv * test
yattag >=1.14.0 test

tools/requirements.txt pypi

mdutils *