tflite_micro_compiler
Component is required for safety critical systems
Nein
Target TRL at the end of phase 1
TRL5: Versuchsaufbau in vereinfachter Einsatzumgebung --> Optimierte Plattform
Target TRL at the end of phase 2
TRL6: Prototyp in vereinfachter/simulierter Einsatzumgebung --> Anwendungsfälle
Generate tflite micro code which bypasses the interpreter (directly calls into kernels)
Basically this code uses a fully set up tflite micro instance to dump the internal allocations and function calls assigned to the model, then dumps the tensor and node settings into a compilable file, eliminating the need for running the interpreter at each program start and for resolving the correct kernel at run time.
Status
License
Apache License 2.0
Visibility
Publicly available!