ennsyuu
Posted by smame
Copy the project to Neural Network Console Cloud
Network Architecture : Main
| Type | Value |
|---|---|
| Output | 0 |
| CostParameter | 0 |
| CostAdd | 0 |
| CostMultiply | 0 |
| CostMultiplyAdd | 0 |
| CostDivision | 0 |
| CostExp | 0 |
| CostIf | 0 |
Training Procedure : Optimizer
Optimize network “Main” using “Training” dataset.
- Batch size : 64
- Solver : Adam
- Learning rate(Alpha) : 0.001
- Beta1 : 0.9
- Beta2 : 0.999
- Epsilon : 1e-08
- Weight decay is not applied.
References
- Sony Corporation. Neural Network Console : Not just train and evaluate. You can design neural networks with fast and intuitive GUI. https://dl.sony.com/
- Sony Corporation. Neural Network Libraries : An open source software to make research, development and implementation of neural network more efficient. https://nnabla.org/
- ReLU – Vinod Nair, Geoffrey E. Hinton. Rectified Linear Units Improve Restricted Boltzmann Machines. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.165.6419&rep=rep1&type=pdf
- Adam – Kingma and Ba, Adam: A Method for Stochastic Optimization. https://arxiv.org/abs/1412.6980