| |
| |
| ``mx.symbol.IdentityAttachKLSparseReg`` |
| ============================================================================== |
| |
| Description |
| ---------------------- |
| |
| IdentityAttachKLSparseReg:Apply a sparse regularization to the output a sigmoid activation function. |
| |
| Usage |
| ---------- |
| |
| .. code:: r |
| |
| mx.symbol.IdentityAttachKLSparseReg(...) |
| |
| Arguments |
| ------------------ |
| |
| +----------------------------------------+------------------------------------------------------------+ |
| | Argument | Description | |
| +========================================+============================================================+ |
| | ``data`` | NDArray-or-Symbol. | |
| | | | |
| | | Input data. | |
| +----------------------------------------+------------------------------------------------------------+ |
| | ``sparseness.target`` | float, optional, default=0.100000001. | |
| | | | |
| | | The sparseness target | |
| +----------------------------------------+------------------------------------------------------------+ |
| | ``penalty`` | float, optional, default=0.00100000005. | |
| | | | |
| | | The tradeoff parameter for the sparseness penalty | |
| +----------------------------------------+------------------------------------------------------------+ |
| | ``momentum`` | float, optional, default=0.899999976. | |
| | | | |
| | | The momentum for running average | |
| +----------------------------------------+------------------------------------------------------------+ |
| | ``name`` | string, optional. | |
| | | | |
| | | Name of the resulting symbol. | |
| +----------------------------------------+------------------------------------------------------------+ |
| |
| Value |
| ---------- |
| |
| ``out`` The result mx.symbol |
| |
| |
