Developer Guide

Contents:

• Overview
  • Building a program
  • Adding parameters
  • Tensor data
  • Importing from onnx
• Data types
  • shape
  • literal
  • argument
  • raw_data
  • tensor_view
• Operators
  • operation
  • operators
• Program
  • instruction
  • instruction_ref
  • program
  • parse_onnx
  • parse_tf
  • onnx_options
  • tf_options
• Targets
  • target
  • gpu::target
  • cpu::target
• Quantization
  • quantize_fp16
  • quantize_int8
• Passes
  • pass
  • dead_code_elimination
  • eliminate_common_subexpression
  • eliminate_concat
  • eliminate_contiguous
  • eliminate_identity
  • eliminate_pad
  • propagate_constant
  • rewrite_batchnorm
  • rewrite_rnn
  • schedule
  • simplify_algebra
  • simplify_reshapes
• Matchers
  • Introduction
  • Arguments
  • Binding
  • Finding matches
  • Creating matchers
• Tools
  • roctx.py