wangwei created SINGA-343:
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Summary: Add neural net operations to Tensor
Key: SINGA-343
URL: https://issues.apache.org/jira/browse/SINGA-343
Project: Singa
Issue Type: New Feature
Reporter: wangwei
Currently, all neural network operations including convolution, pooling,
activation, etc are implemented in C++ Layers. It is not as flexible as
providing them as Tensor functions, which can be combined to create new
customized layers in Python.
This ticket is going to create neural net operations using C++, and replace the
current layer implementation using the neural net operations.
For example, we create the conv2d and conv2d_backward operations to implement
the Conv2D layer. conv2d and conv2d_backward can also be called in Python for
autograd (SINGA-342) implementation.
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