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WNN : File Format for Neural Network Interchange |
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| รหัสดีโอไอ | |
| Creator | Anirudh Giri |
| Title | WNN : File Format for Neural Network Interchange |
| Contributor | - |
| Publisher | Faculty of Science and Technology, Suan Sunandha Rajabhat University |
| Publication Year | 2564 |
| Journal Title | Suan Sunandha Science and Technology Journal |
| Journal Vol. | 8 |
| Journal No. | 1 |
| Page no. | 9 to 12 |
| Keyword | Artificial neural networks, File format, Neural network model sharing, Neural network modelsaving |
| URL Website | www.ssstj.sci.ssru.ac.th |
| Website title | Suan Sunandha Science and Technology Journal (SSSTJ) |
| ISSN | 2351-0889 |
| Abstract | A programming language agnostic, neural network library agnostic, standardized file format used to save analready trained neural network model would facilitate the process of sharing or releasing said neural networkmodel online in a simplistic fashion. A standard file format for saving neural network models would includemetadata about the neural network such as the number of inputs, hidden layers, nodes per hidden layer, outputsand the activation function used along with the weights and bias values. Such a file can be parsed to reconstructa neural network model in any programming language or library and would remove a neural network model'sdependency on the library it was created on. |
