Choose appropriate precision: Balance accuracy and performance requirements
Understand memory layouts: Use consistent layouts throughout your application
Validate dimensions: Ensure leading dimensions are correctly set
Handle type conversions: Be explicit about precision requirements
Consider hardware support: Some types may have better hardware acceleration