Deep Neural Network Library (DNNL)
1.2.0

Performance library for Deep Learning

Modules

Here is a list of all modules:

[detail level 123]

DNNL API | |

Primitives | Compute primitives |

Common | Common operations to create, destroy and inspect primitives |

Attributes | A container for parameters that extend primitives behavior |

Reorder | A primitive to copy data between two memory objects |

Concat | A primitive to concatenate data by arbitrary dimension |

Sum | A primitive to sum multiple tensors |

Binary | A primitive to perform tensor operations over two tensors |

Convolution | A primitive to perform 1D, 2D or 3D convolution |

Deconvolution | A primitive to perform 1D, 2D or 3D deconvolution |

Shuffle | A primitive to shuffle tensor data along an axis |

Eltwise | A primitive to perform elementwise operations such as the rectifier linear unit (ReLU) |

Softmax | A primitive to perform softmax |

LogSoftmax | A primitive to perform logsoftmax |

Pooling | A primitive to perform max or average pooling |

LRN | A primitive to perform local response normalization (LRN) across or within channels |

Batch Normalization | A primitive to perform batch normalization |

Layer Normalization | A primitive to perform layer normalization |

Inner Product | A primitive to compute an inner product |

RNN | A primitive to compute recurrent neural network layers |

Matrix Multiplication | A primitive to perform matrix-matrix multiplication |

Resampling | A primitive to compute resampling operation on 1D, 2D or 3D data tensor using Nearest Neighbor, or Linear (Bilinear, Trilinear) interpolation method |

Memory | A container that describes and stores data |

Engine | An abstraction of a computational device: a CPU, a specific GPU card in the system, etc |

Stream | An encapsulation of execution context tied to a particular engine |

Service | A set of functions that aid in DNNL debugging and profiling |

BLAS functions | A subset of Basic Linear ALgebra (BLAS) functions that perform matrix-matrix multiplication |

Utilities | Utility types and definitions |