SONY - Neural Network Console
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Nom | SONY - Neural Network Console |
|---|---|
| Version of the software | Current |
| Underlaying Framework | SONY Neural Netwok Libraries |
| Development Activity | Unknown NNL - github is here : github.com/..." |
| GPUs | ??? |
| DL MODEL EDITOR | |
| Graphical editor provided | Oui |
| DL models supported | |
| - CNN | Oui |
| - LSTM | Oui |
| - MLP / Auto-encoders | Oui |
| - RNN | |
| Pretained Networks | Non |
| Use Keras API | |
| 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 | Non |
| - Theano | Non |
| - Tensorflow/Keras | Non |
| - Caffe (v1) | Non |
| Custom cost function | Non |
| Load Keras Models + Weights | |
| Load Caffe Models + Weights | Non |
| Load Keras Code | |
| Model checker | Oui |
| Datasets Management | Oui |
| Experiments Mangement | |
| - Exp comparison | |
| - Prev. Exp loader | ??? |
| TRAINING | |
| DL model training | Oui |
| Tune learning parameter | Oui |
| Live performance monitoring | Non |
| INFERENCE | |
| Inference available | Oui |
| Results browser | Non |
| View Valid/test set inference | Oui |
| Confusion matrix | Oui |
| Visualize intermediate layer activation | Non |
| User test int | Non |
| DEPLOIEMENT | |
| - Rest API | |
| PLATFORM | |
| - Cloud | Oui |
| but no computing environnement" | |
| - Cloud Trial period | Oui |
| - Desktop | |
| OTHER | |
| AutoML | Non |
| Browser | |
| Environment management | Non |
| Python shell | Non |
| Jupyter notebook | Non |
| Documentation | |
| (Keras API)" | |
| (SONY Neural Network Library)" | |
| Tutorials | Oui |
| Web Site | sony.com/... |
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