Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub / changlan / DeepLearningExamples

Deep Learning Examples

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

Fork of NVIDIA/DeepLearningExamples
Stars: 0
Forks: 0
Open Issues: 1

License: None
Language: Jupyter Notebook
Repo Size: 104 MB
Dependencies: 471

Created: over 4 years ago
Updated: over 1 year ago
Last pushed: about 1 year ago
Last synced: about 1 year ago

Files

Loading...

Readme

Loading...

Dependencies

CUDA-Optimized/FastSpeech/requirements.txt pypi

DGLPyTorch/DrugDiscovery/SE3Transformer/requirements.txt pypi

dllogger *
e3nn ==0.3.3
pynvml ==11.0.0
wandb ==0.12.0

MxNet/Classification/RN50v1.5/requirements.txt pypi

dllogger v0.1.0

PaddlePaddle/Classification/RN50v1.5/requirements.txt pypi

dllogger v1.0.0

PyTorch/Classification/ConvNets/requirements.txt pypi

dllogger v1.0.0
pynvml ==11.0.0

PyTorch/Classification/ConvNets/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
numpy <1.20.0,>=1.19.1
onnx ==1.8.0
onnxruntime ==1.5.2
pycuda >=2019.1.2
tabulate >=0.8.7
tqdm >=4.44.1

PyTorch/Classification/GPUNet/requirements.txt pypi

dllogger v1.0.0
timm ==0.5.4

PyTorch/Classification/GPUNet/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
pycuda >=2019.1.2
tabulate >=0.8.7
tqdm >=4.44.1

PyTorch/Classification/GPUNet/triton/runner/requirements.txt pypi

colorama ==0.4.4
coloredlogs ==15.0.1
dataclasses >=0.6
docker ==5.0.0
psutil ==5.8.0
py-cpuinfo ==8.0.0
retrying >=1.3.3
tqdm >=4.44.1

PyTorch/Detection/SSD/requirements.txt pypi

Cython >=0.28.4
scikit-image >=0.15.0
ujson >=4.0.2

PyTorch/Forecasting/TFT/requirements.txt pypi

dllogger v1.0.0
pandas ==1.3.4
pynvml ==11.0.0

PyTorch/Forecasting/TFT/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
numpy *
onnx >=1.8.0,<1.9.0
onnxruntime-gpu ==1.8.1
pycuda >=2019.1.2
tabulate >=0.8.7
tqdm >=4.44.1

PyTorch/Forecasting/TFT/triton/runner/requirements.txt pypi

colorama ==0.4.4
coloredlogs ==15.0.1
docker ==5.0.0
psutil ==5.8.0
py-cpuinfo ==8.0.0
pytz ==2021.1
retrying >=1.3.3
tqdm >=4.44.1

PyTorch/LanguageModeling/BERT/requirements.txt pypi

boto3 *
h5py *
ipdb *
nltk *
onnxruntime *
requests *
six *
tqdm *

PyTorch/LanguageModeling/BERT/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
numpy *
onnx ==1.8.1
onnxruntime-gpu ==1.8.1
pycuda >=2019.1.2
tabulate >=0.8.7
tqdm >=4.44.1
wget *

PyTorch/LanguageModeling/BERT/triton/runner/requirements.txt pypi

colorama ==0.4.4
coloredlogs ==15.0.1
docker ==5.0.0
psutil ==5.8.0
py-cpuinfo ==8.0.0
pytz ==2021.1
retrying >=1.3.3
tqdm >=4.44.1

PyTorch/LanguageModeling/Transformer-XL/requirements.txt pypi

pynvml ==8.0.4
pytorch-transformers ==1.1.0
sacremoses ==0.0.35

PyTorch/Recommendation/DLRM/requirements.txt pypi

absl-py >=0.7.0
dllogger *
pandas *

PyTorch/Recommendation/DLRM/requirements_preprocessing.txt pypi

joblib ==0.16
numpy *
pandas *
tqdm *

PyTorch/Recommendation/NCF/requirements.txt pypi

dllogger *
pandas >=0.24.2
pyyaml *
tqdm *

PyTorch/Segmentation/MaskRCNN/pytorch/requirements.txt pypi

cocoapi nvidia/master
mlperf-compliance ==0.0.10
opencv-python ==4.4.0.42
yacs *

PyTorch/Segmentation/nnUNet/requirements.txt pypi

joblib ==1.0.1
nibabel ==3.2.1
pynvml ==11.0.0
pytorch-lightning ==1.5.10
rich ==12.2.0
scikit-image ==0.18.3
scikit-learn ==1.0

PyTorch/Segmentation/nnUNet/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
onnx ==1.8.0
onnxruntime ==1.5.2
pycuda >=2019.1.2
tabulate >=0.8.7
tqdm >=4.44.1

PyTorch/SpeechRecognition/Jasper/requirements.txt pypi

dllogger v0.1.0
inflect ==5.3.0
ipdb *
librosa ==0.8.0
pandas ==1.1.4
pycuda ==2020.1
pyyaml >=5.4
soundfile *
sox ==1.4.1
tqdm ==4.53.0

PyTorch/SpeechRecognition/QuartzNet/requirements.txt pypi

dllogger v0.1.0
inflect ==5.3.0
ipdb *
librosa ==0.9.0
pandas ==1.1.4
pycuda ==2020.1
pyyaml >=5.4
soundfile *
sox ==1.4.1
tqdm ==4.53.0

PyTorch/SpeechSynthesis/FastPitch/requirements.txt pypi

dllogger *
inflect *
librosa ==0.9.0
matplotlib *
numpy *
pynvml ==11.0.0
scipy *
tensorboardX ==2.0

PyTorch/SpeechSynthesis/FastPitch/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
numpy *
onnx ==1.8.0
onnxruntime ==1.5.2
pycuda >=2019.1.2
tabulate >=0.8.7
tqdm >=4.44.1

PyTorch/SpeechSynthesis/Tacotron2/requirements.txt pypi

dllogger v0.1.0
inflect *
librosa *
matplotlib *
numpy *
scipy *

PyTorch/SpeechSynthesis/Tacotron2/trtis_cpp/src/trt/requirements.txt pypi

librosa ==0.7.0
onnx ==1.5.0
scipy ==1.3.1
torch ==1.3.0

PyTorch/Translation/GNMT/requirements.txt pypi

pynvml ==8.0.4
pytablewriter ==0.64.0
sacrebleu ==1.2.10
sacremoses ==0.0.19

PyTorch/Translation/Transformer/requirements.txt pypi

TensorFlow/Classification/ConvNets/requirements.txt pypi

mpi4py *

TensorFlow/Classification/ConvNets/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
onnx >=1.8.0
onnxruntime >=1.9.0
pycuda >=2019.1.2
tabulate >=0.8.7
tf2onnx ==1.8.3
tqdm >=4.44.1

TensorFlow/Detection/SSD/requirements.txt pypi

contextlib2 ==21.6.0
cython ==0.29.24
pycocotools ==2.0.2

TensorFlow/LanguageModeling/BERT/requirements.txt pypi

networkx *
nltk *
progressbar *
pytest *
tensorflow >=1.11.0
toposort *
tqdm *

TensorFlow/Recommendation/NCF/requirements.txt pypi

dllogger *
pandas *

TensorFlow/Recommendation/VAE-CF/requirements.txt pypi

TensorFlow/Recommendation/WideAndDeep/requirements-no-deps.txt pypi

apache-beam ==2.14
dill *
pydot *
tensorflow-metadata ==0.14.0
tensorflow-transform ==0.24.1

TensorFlow/Recommendation/WideAndDeep/requirements.txt pypi

dllogger v1.0.0
ipdb ==0.13.9
pyspark ==2.3.2

TensorFlow/Recommendation/WideAndDeep/setup.py pypi

TENSORFLOW_TRANSFORM *

TensorFlow/Segmentation/UNet_3D_Medical/requirements.txt pypi

nibabel *

TensorFlow/Segmentation/UNet_Industrial/requirements.txt pypi

dllogger *

TensorFlow/Segmentation/UNet_Medical/requirements.txt pypi

TensorFlow/Segmentation/VNet/requirements.txt pypi

TensorFlow/Translation/GNMT/requirements.txt pypi

dllogger v0.1.0
sacrebleu ==1.2.10

TensorFlow2/Classification/ConvNets/requirements.txt pypi

Cython *
Pillow *
dataclasses *
gin-config *
google-api-python-client >=1.6.7
google-cloud-bigquery >=0.31.0
kaggle >=1.3.9
matplotlib *
numpy >=1.15.4
oauth2client >=4.1.2
opencv-python-headless *
pandas >=0.22.0
psutil >=5.4.3
py-cpuinfo >=3.3.0
pyyaml *
scipy >=0.19.1
sentencepiece *
six *
tensorflow-addons *
tensorflow-datasets *
tensorflow-hub >=0.6.0
tensorflow-model-optimization >=0.2.1
tf_slim >=1.1.0
typing *

TensorFlow2/Classification/ConvNets/scripts/docker/requirements.txt pypi

Cython *
Pillow *
dataclasses *
gin-config *
google-api-python-client >=1.6.7
google-cloud-bigquery >=0.31.0
kaggle >=1.3.9
matplotlib *
numpy >=1.15.4
oauth2client >=4.1.2
opencv-python-headless *
pandas >=0.22.0
psutil >=5.4.3
py-cpuinfo >=3.3.0
pyyaml *
scipy >=0.19.1
sentencepiece *
six *
tensorflow-addons *
tensorflow-datasets *
tensorflow-hub >=0.6.0
tensorflow-model-optimization >=0.2.1
tf_slim >=1.1.0
typing *

TensorFlow2/Detection/Efficientdet/requirements.txt pypi

Pillow >=6.0.0
PyYAML >=5.1
absl-py >=0.7.1
matplotlib >=3.0.3
mpi4py >=3.0.3
numpy >=1.16.4
pynvml ==8.0.4
six >=1.12.0
tensorflow-addons >=0.13.0

TensorFlow2/Recommendation/DLRM/requirements.txt pypi

absl-py >=0.7.0
dllogger *
joblib *
numpy *
pandas *
pyarrow *
pyyaml *
tqdm *

TensorFlow2/Recommendation/SIM/requirements.txt pypi

dllogger *
pynvml ==11.0.0

TensorFlow2/Recommendation/WideAndDeep/requirements.txt pypi

dllogger v1.0.0

TensorFlow2/Recommendation/WideAndDeep/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
numpy *
onnx >=1.8.0,<1.9.0
onnxruntime-gpu ==1.8.1
pycuda >=2019.1.2
tabulate >=0.8.7
tf2onnx >=1.9.0,<1.10.0
tqdm >=4.44.1

TensorFlow2/Recommendation/WideAndDeep/triton/runner/requirements.txt pypi

colorama ==0.4.4
coloredlogs ==15.0.1
dataclasses >=0.6
docker ==5.0.0
psutil ==5.8.0
py-cpuinfo ==8.0.0
pytz ==2021.1
retrying >=1.3.3
tqdm >=4.44.1

TensorFlow2/Segmentation/MaskRCNN/requirements.txt pypi

opencv-python-headless *
pycocotools *

TensorFlow2/Segmentation/UNet_Medical/requirements.txt pypi

TensorFlow2/Segmentation/nnUNet/requirements.txt pypi

fsspec ==0.8.0
joblib ==0.16.0
nibabel ==3.1.1
pynvml ==8.0.4
scikit-image ==0.18.2
scikit-learn ==0.23.2
tensorflow-addons ==0.14.0
tqdm ==4.62

Tools/PyTorch/TimeSeriesPredictionPlatform/requirements.txt pypi

dgl-cu111 *
hydra-core ==1.0.6
matplotlib ==3.3.2
optuna *
pandas ==1.1.4
patool ==1.12
pmdarima ==1.8.0
py7zr ==0.15.0
pyunpack ==0.2.2
tables *
tensorboard *
wget ==3.2

Tools/PyTorch/TimeSeriesPredictionPlatform/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
numpy *
onnx ==1.10.1
onnxruntime-gpu ==1.8.1
pycuda >=2019.1.2
tabulate >=0.8.7
tqdm >=4.44.1

CUDA-Optimized/FastSpeech/Dockerfile docker

${FROM_IMAGE_NAME} latest build

DGLPyTorch/DrugDiscovery/SE3Transformer/Dockerfile docker

${FROM_IMAGE_NAME} latest build

Kaldi/SpeechRecognition/Dockerfile docker

${KALDI_IMAGE} latest build
${TRITONSERVER_IMAGE} latest build
${TRITONSERVER_IMAGE}-sdk latest build
builder latest build

MxNet/Classification/RN50v1.5/Dockerfile docker

$FROM_IMAGE_NAME latest build

PaddlePaddle/Classification/RN50v1.5/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PaddlePaddle/LanguageModeling/BERT/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Classification/ConvNets/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Classification/ConvNets/triton/Dockerfile docker

${FROM_IMAGE_NAME} latest build
${TRITON_BASE_IMAGE} latest build

PyTorch/Classification/ConvNets/triton/resnet50/Dockerfile docker

${FROM_IMAGE_NAME} latest build
${TRITON_CLIENT_IMAGE_NAME} latest build

PyTorch/Classification/GPUNet/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Detection/Efficientdet/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Detection/SSD/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/DrugDiscovery/MoFlow/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Forecasting/TFT/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/LanguageModeling/BART/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/LanguageModeling/BERT/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/LanguageModeling/BERT/triton/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/LanguageModeling/Transformer-XL/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Recommendation/DLRM/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Recommendation/DLRM/triton/Dockerfile docker

${FROM_IMAGE_NAME} latest build
${TRITON_BASE_IMAGE} latest build

PyTorch/Recommendation/NCF/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Segmentation/MaskRCNN/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Segmentation/MaskRCNN/pytorch/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Segmentation/MaskRCNN/pytorch/docker/Dockerfile docker

nvidia/cuda ${CUDA}-cudnn${CUDNN}-devel-ubuntu16.04 build

PyTorch/Segmentation/MaskRCNN/pytorch/docker/docker-jupyter/Dockerfile docker

nvidia/cuda ${CUDA}-cudnn${CUDNN}-devel-ubuntu16.04 build

PyTorch/Segmentation/nnUNet/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/SpeechRecognition/Jasper/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/SpeechRecognition/Jasper/triton/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/SpeechRecognition/QuartzNet/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/SpeechRecognition/wav2vec2/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/SpeechSynthesis/FastPitch/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/SpeechSynthesis/HiFiGAN/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/SpeechSynthesis/Tacotron2/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/SpeechSynthesis/Tacotron2/notebooks/conversationalai/client/Dockerfile docker

continuumio/miniconda3 latest build
nvcr.io/nvidia/tritonserver 20.06-v1-py3-clientsdk build

PyTorch/Translation/GNMT/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/Translation/Transformer/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Classification/ConvNets/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Detection/SSD/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Detection/SSD/models/research/object_detection/dockerfiles/android/Dockerfile docker

tensorflow/tensorflow nightly-devel build

TensorFlow/LanguageModeling/BERT/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/LanguageModeling/Transformer-XL/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Recommendation/NCF/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Recommendation/VAE-CF/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Recommendation/WideAndDeep/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Segmentation/UNet_3D_Medical/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Segmentation/UNet_Industrial/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Segmentation/UNet_Medical/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Segmentation/VNet/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow/Translation/GNMT/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Classification/ConvNets/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Detection/Efficientdet/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/LanguageModeling/BERT/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/LanguageModeling/ELECTRA/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Recommendation/DLRM/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Recommendation/SIM/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Recommendation/WideAndDeep/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Recommendation/WideAndDeep/triton/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Segmentation/MaskRCNN/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Segmentation/UNet_Medical/Dockerfile docker

${FROM_IMAGE_NAME} latest build

TensorFlow2/Segmentation/nnUNet/Dockerfile docker

${FROM_IMAGE_NAME} latest build

Tools/DGLPyTorch/SyntheticGraphGeneration/Dockerfile docker

${FROM_IMAGE_NAME} latest build

Tools/PyTorch/TimeSeriesPredictionPlatform/Dockerfile docker

${FROM_IMAGE_NAME} latest build

Tools/PyTorch/TimeSeriesPredictionPlatform/models/tft_pyt/Dockerfile docker

${FROM_IMAGE_NAME} latest build

PyTorch/LanguageModeling/BART/requirements.txt pypi

dataclasses *
gitpython ==3.1.29
pynvml ==8.0.4
rouge-score ==0.1.2
tqdm ==4.64.1

PyTorch/SpeechRecognition/wav2vec2/requirements.txt pypi

dllogger v1.0.0
editdistance ==0.6.0
librosa ==0.8.0
omegaconf ==2.0.6
pyarrow ==6.0.1
soundfile ==0.10.3.post1
sox ==1.4.1
tqdm ==4.53.0

PyTorch/SpeechSynthesis/FastPitch/scripts/mandarin_chinese/requirements.txt pypi

pypinyin ==0.47.1

PyTorch/SpeechSynthesis/HiFiGAN/requirements.txt pypi

dllogger v1.0.0
inflect *
librosa ==0.9.0
numpy *
pandas *
pynvml ==11.0.0
pysoundfile *
scipy *
tensorboardX ==2.0

Tools/DGLPyTorch/SyntheticGraphGeneration/requirements.txt pypi

ipython_autotime ==0.3.1
ipywidgets ==8.0.4
scikit-plot >=0.3.7
seaborn ==0.12.2
similaritymeasures ==0.6.0
snap-stanford ==6.0.0

Tools/PyTorch/TimeSeriesPredictionPlatform/distributed_launcher/setup.py pypi

hydra-core ==1.1.1

Tools/PyTorch/TimeSeriesPredictionPlatform/models/tft_pyt/requirements.txt pypi

pandas ==1.1.4
tensorboard *

Tools/PyTorch/TimeSeriesPredictionPlatform/models/tft_pyt/triton/requirements.txt pypi

PyYAML >=5.2
natsort >=7.0.0
networkx ==2.5
numpy *
onnx >=1.8.0,<1.9.0
onnxruntime-gpu ==1.8.1
pycuda >=2019.1.2
tabulate >=0.8.7
tqdm >=4.44.1

Tools/PyTorch/TimeSeriesPredictionPlatform/models/tft_pyt/triton/runner/requirements.txt pypi

colorama ==0.4.4
coloredlogs ==15.0.1
docker ==5.0.0
psutil ==5.8.0
py-cpuinfo ==8.0.0
pytz ==2021.1
retrying >=1.3.3
tqdm >=4.44.1