Update gd_net to use tensors - Githubissues

mingkaic / CNNet

C++11 implemented neural net implemented with "tensorflow clone"

MIT License

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Update gd_net to use tensors #1

Closed mingkaic closed 8 years ago

mingkaic commented 8 years ago

https://github.com/mingkaic/CNNet/commit/26f8b4051bf4b550bda29138ecb63b0df5715ac6?diff=split replaced std::vector with tensor for all layer perceptrons, tested single layer perceptron for size but not performance. todo:

will test for multilayer perceptron for performance.
single layer is literally 1 tensor weight, make layers scalable by allowing multiple independent weights (required for dqn to avoid overfitting)

optional todo:

create and use initializer injectable function into test perceptron to test for correctness in single layer perceptron.