Use AutoScheduler for Template-Free Scheduling

The TVM AutoScheduler offers a template-free way to tune models. These how-tos demonstrate how to tune a variety of different models to target a number of common platforms.

Auto-scheduling a Convolution Layer for GPU

Auto-scheduling a Convolution Layer for GPU

Auto-scheduling a Neural Network for x86 CPU

Auto-scheduling a Neural Network for x86 CPU

Auto-scheduling a Neural Network for NVIDIA GPU

Auto-scheduling a Neural Network for NVIDIA GPU

Auto-scheduling a Neural Network for ARM CPU

Auto-scheduling a Neural Network for ARM CPU

Auto-scheduling a Neural Network for mali GPU

Auto-scheduling a Neural Network for mali GPU

Auto-scheduling Sparse Matrix Multiplication on CPU with Custom Sketch Rule

Auto-scheduling Sparse Matrix Multiplication on CPU with Custom Sketch Rule