Expand description
Mobile deployment module Mobile deployment utilities for neural networks
This module provides comprehensive mobile deployment support including:
- iOS framework generation with Metal Performance Shaders integration
- Android AAR packaging with NNAPI acceleration support
- Cross-platform model optimization for mobile constraints
- On-device training and fine-tuning capabilities
- Battery and thermal management for efficient inference
- Model quantization and compression for mobile deployment
§Module Organization
- [
platform] - Platform definitions, configurations, and optimization settings - [
generator] - Core deployment generator and orchestration logic - [
templates] - Platform-specific code generation templates - [
guides] - Documentation and integration guide content
Re-exports§
pub use generator::ChangeType;pub use generator::CodeExample;pub use generator::ConfigurationChange;pub use generator::ConfigurationStep;pub use generator::IntegrationInstructions;pub use generator::LatencyMetrics;pub use generator::MemoryMetrics;pub use generator::MobileDeploymentGenerator;pub use generator::MobileDeploymentResult;pub use generator::OptimizationReport;pub use generator::OptimizationTechnique;pub use generator::PerformanceImprovement;pub use generator::PerformanceMetrics;pub use generator::PlatformPackage;pub use generator::PowerMetrics;pub use generator::ThermalMetrics;pub use generator::TroubleshootingStep;pub use platform::*;