NVIDIA - Digit
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Name | NVIDIA - Digit |
|---|---|
| Version of the software | 6.0 |
| Underlaying Framework | Tensorflow |
| Development Activity | Important |
| GPUs | CUDA compatible |
| DL MODEL EDITOR | |
| Graphical editor provided | No Changing the model is possible by editing the network graph" |
| DL models supported | |
| - CNN | Yes |
| - LSTM | |
| - MLP / Auto-encoders | |
| - RNN | |
| Pretained Networks | Yes |
| Use Keras API | No |
| 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 checker | No |
| Datasets Management | Yes |
| Experiments Mangement | |
| - Exp comparison | |
| - Prev. Exp loader | |
| TRAINING | |
| DL model training | Yes |
| Tune learning parameter | |
| Live performance monitoring | |
| INFERENCE | |
| Inference available | Yes |
| 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 period | Yes |
| - Desktop | Yes |
| OTHER | |
| AutoML | No |
| Browser | |
| Environment management | |
| Python shell | |
| Jupyter notebook | |
| Documentation | |
| (Keras API)" | |
| (SONY Neural Network Library)" | |
| Tutorials | |
| Web Site | nvidia.com/... |
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