Runtime

• API
  • Runtime Layered Architecture
  • Frontend API
    • NN API
    • NNFW API
  • Backend API
• Core
  • Modules
    • Module ir
    • Module compiler
      • 1. Lowering
      • 2. Tensor Registration
        • Q. What are the differences between ‘operand’ and ‘tensor’?
      • 3. Linearization (Linear Executor Only)
      • 4. Kernel Generation
      • 5. Create Executor
    • Module exec
    • Module backend
• Controlflow Operations
  • Defining controlflow operations
  • Implementation
    • Graph representation
    • Execution
      • Kernel Implementation
• Executors
  • Understanding models
  • Linear Executor
  • Dataflow Executor (experimental)
  • Parallel Executor (experimental)
• Heterogeneous Execution
  • Graph Transformation
  • Automatic Scheduling
• Backend API
  • How backends are loaded
  • C and C++ API
    • C API
    • C++ API
  • Provided Backend Implementations
  • builtin Backend
  • Bundle Backends
    • cpu
    • acl_neon
    • acl_cl
• Compute
  • ARMComputeEx
  • cker
• Supported Operations and backend
  • Raw-data format (float32, int32, boolean, etc)
  • Quantization format (uint8 asymmetric)
  • Quantization format (int8)