Tools

• Template Profiling Tool
  • Overview
  • Prerequisites
    • Hardware Setup for Remote Testing
  • Quick Start
    • Tool Output
  • Architecture
  • How It Works
    • Template MLIR Files
    • Shape Generation Algorithm
    • Compiler Variants
  • Features and Capabilities
    • What It Can Do
      • 1. Multi-Rank Testing
      • 2. Multi-Dtype Support
      • 3. Dynamic Shape Generation
      • 4. Performance Profiling
      • 5. Selective Test Execution
      • 6. Custom Compiler Options
  • Understanding Test Output
    • Profiling Output
  • Limitations and Current Constraints
    • What It Currently Cannot Do
      • 1. Arbitrary Shape Relationships
      • 3. Complex Dtype Interactions
      • 4. Memory Constraint Validation
      • 5. Multi-Input Shape Broadcasting