SONY - Neural Network Console
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Name | 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 | Yes |
| DL models supported | |
| - CNN | Yes |
| - LSTM | Yes |
| - MLP / Auto-encoders | Yes |
| - RNN | |
| Pretained Networks | No |
| 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 | No |
| - Theano | No |
| - Tensorflow/Keras | No |
| - Caffe (v1) | No |
| Custom cost function | No |
| Load Keras Models + Weights | |
| Load Caffe Models + Weights | No |
| Load Keras Code | |
| Model checker | Yes |
| Datasets Management | Yes |
| Experiments Mangement | |
| - Exp comparison | |
| - Prev. Exp loader | ??? |
| TRAINING | |
| DL model training | Yes |
| Tune learning parameter | Yes |
| Live performance monitoring | No |
| INFERENCE | |
| Inference available | Yes |
| Results browser | No |
| View Valid/test set inference | Yes |
| Confusion matrix | Yes |
| Visualize intermediate layer activation | No |
| User test int | No |
| DEPLOIEMENT | |
| - Rest API | |
| PLATFORM | |
| - Cloud | Yes |
| but no computing environnement" | |
| - Cloud Trial period | Yes |
| - Desktop | |
| OTHER | |
| AutoML | No |
| Browser | |
| Environment management | No |
| Python shell | No |
| Jupyter notebook | No |
| Documentation | |
| (Keras API)" | |
| (SONY Neural Network Library)" | |
| Tutorials | Yes |
| Web Site | sony.com/... |
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