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 providedNo Changing the model is possible by editing the network graph"
DL models supported
- CNNYes
- LSTM
- MLP / Auto-encoders
- RNN
Pretained NetworksYes
Use Keras APINo
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 checkerNo
Datasets ManagementYes
Experiments Mangement
- Exp comparison
- Prev. Exp loader
TRAINING
DL model trainingYes
Tune learning parameter
Live performance monitoring
INFERENCE
Inference availableYes
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 periodYes
- DesktopYes
OTHER
AutoMLNo
Browser
Environment management
Python shell
Jupyter notebook
Documentation
(Keras API)"
(SONY Neural Network Library)"
Tutorials
Web Sitehttps://developer.nvidia.com/digits

NVIDIA - Digit

Similar

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

Build comparison tables or lists about everything !

It's free and fast to publish data into original tables

Create a table