NVIDIA - Digit

2018-04-03 21:29:41
Deep Learning Editor
NVIDIA - Digit
Version of the software6.0
Underlaying FrameworkTensorflow
Development ActivityImportant
GPUsCUDA compatible
DL MODEL EDITOR
Graphical editor providedNon Changing the model is possible by editing the network graph"
DL models supported
- CNNOui
- LSTM
- MLP / Auto-encoders
- RNN
Pretained NetworksOui
Use Keras APINon
Save Keras HDFS file (.h5)
Save Keras model .yaml file
Save Keras model file
Load Keras model .yaml file
Load Keras HDFS file (.h5)
Code generation
- Theano
- Tensorflow/Keras
- Caffe (v1)
Custom cost function
Load Keras Models + Weights
Load Caffe Models + Weights
Load Keras Code???
Model checkerNon
Datasets ManagementOui
Experiments Mangement
- Exp comparison
- Prev. Exp loader
TRAINING
DL model trainingOui
Tune learning parameter
Live performance monitoring
INFERENCE
Inference availableOui
Results browser
View Valid/test set inference
Confusion matrix
Visualize intermediate layer activation
User test int
DEPLOIEMENT
- Rest API
PLATFORM
- Cloud
but no computing environnement"
- Cloud Trial periodOui
- DesktopOui
OTHER
AutoMLNon
Browser
Environment management
Python shell
Jupyter notebook
Documentation
(Keras API)"
(SONY Neural Network Library)"
Tutorials
Web Sitehttps://developer.nvidia.com/digits

NVIDIA - Digit

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  • 2018-03-25 22:14:35
    2018-04-03 21:29:41
  • Français
  • Non listé
  • Creative Commons License CC-BY-SA 3.0 / GNU FDL

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