embARC Machine Learning Inference Library

Contents:

• What’s New in MLI 2.0 ?
  • New Features in MLI 2.0
  • Data Formats
  • Data Layout
  • Kernels
  • Platforms
• Overview
  • Introduction
  • Purpose of This Document
  • Memory Hierarchy
  • Header Files
  • Terms and definitions
  • Copyright
• MLI API Data
  • Data Formats
  • Data Layouts
  • Data Structures
  • Error Codes
  • Debug Modes
• MLI Kernels (Operators)
  • Function Names and Specializations
  • A Note on Slicing
• Convolution Kernels Group
  • Convolution 2D Prototype and Function List
  • Depthwise Convolution Prototype and Function List
  • Transpose Convolution Prototype and Function List
  • Group Convolution Prototype and Function List
• Recurrent and Fully Connected Kernels Group
  • Fully Connected Prototype and Function List
  • RNN Dense Prototype and Function List
  • Basic Long Short Term Memory (LSTM) Cell Prototype and Function List
  • Gated Recurrent Unit (GRU) Cell Prototype and Function List
• Pooling Kernels Group
  • Max Pooling Prototype and Function List
  • Average Pooling Prototype and Function List
• Diverse Kernels Group
  • Argmax Prototype and Function List
  • Permute Prototype and Function List
• Transform (Activation) Kernels Group
  • Look-Up Tables (LUT) Manipulation Prototypes and Function List
  • ReLU Prototype and Function List
  • Leaky ReLU Prototype and Function List
  • Parametric ReLU (PReLU) Prototype and Function List
  • Sigmoid Prototype and Function List
  • TanH Prototype and Function List
  • Softmax Prototype and Function List
  • L2 Normalization Prototype and Function List
• Element-wise Kernels Group
  • Element-wise Operations Prototype and Function List
• Data Movement
  • Synchronous Copy from Source Tensor to Destination Tensor
  • Helper Functions for Data Move Config Struct
  • Asynchronous Data Move Functions
  • DMA Resource Management
• Utility Functions
  • Data Conversion Group
  • Helper Functions Group
• Platform Specific Details
  • ARC VPX Specific Details

Indices and tables

• Index

• Search Page