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TDA2: Example to train CNN network on tensorflow and run using TIDL

Part Number: TDA2

We have created an example (Keras based) CNN model for Cifar10 and validated the same on TIDL (On Release version Please use this as a reference to build your models.

PFA for the frozen model, import config, Code to train and test the model using Tensorflow and commands to freeze and optimize.


Note :  This a simple example for reference. If you model contains layer was not supported by import tool. Please update the "tidl_tfImport.cpp" and re-build the import tool in the release package. For example, leaky_relu is not supported by tensorflow import tool but the TIDL target library has an implementation for PReLU. By updating import tool, one shall be able to run leky_relyu in TIDL.

Thanks and Rgerads,