Auto-Tune with Templates and AutoTVM¶
AutoTVM offers a way to tune models and operators by providing a template schedule, and searcing the parameter space defined by the template. These how-tos demonstrate how to write template schedules and optimize them for a variety of different hardware platforms.
Tuning High Performance Convolution on NVIDIA GPUs
Tuning High Performance Convolution on NVIDIA GPUs
Auto-tuning a Convolutional Network for NVIDIA GPU
Auto-tuning a Convolutional Network for NVIDIA GPU
Auto-tuning a Convolutional Network for Mobile GPU
Auto-tuning a Convolutional Network for Mobile GPU