Accelerator roadmap 

This page is under construction. Following, additional functionality is planned for ILNumerics Accelerator: 

• support more functions / function categories for low-level kernel building: 
  • low-level / elementary functions: 
    • complex & fcomplex element types
    • boolean functions: any, all, lt / <, eq / ==, ... 
    • type conversion functions
    • ensure exact same segment semantic as for ILMath / numpy handling of NaN, keeping of reduced dims, empty / scalar arrays, ...
  • higher-level functions:
    • linear algebra (lapack), fft
    • implement toolbox functions 
• enable more auto-optimizations: 
  • automatic (in)dependency detection in loops
  • automatic loop transforms
  • better binary broadcasting segment switches
  • even more useful kernel code specializations
• enable / improve automatic mode
  • improve cross device scheduling efficiency 
  • make recovering from buggy OpenCL GPU drivers more robust
• improve latency hiding 
  • file caching of kernels