ONE(On-device Neural Engine)
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Overview
How To
Runtime
API
Core
Controlflow Operations
Executors
Heterogeneous Execution
Backend API
Compute
Supported Operations and backend
Compiler
Common IR
Package
Platform
Devices
Test & Benchmarks
Release
ONE(On-device Neural Engine)
Runtime
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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)
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