Re-implement features

[PhilippvK]

This issue should should list all the features we want to support until the release of the project.

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First I would like to shortly explain the features types which are denoted after each entry on the list:

• Setup Feature: For features which required installing specific dependencies beforehand. Affecst the mlonmcu setup command.
• Frontend Feature: Frontend related features are used in the LOAD stage of a run. (i.e. packed)
• Framework/Backend Feature: Features specific to a backend or framework (i.e. unpacked_api). Affects the BUILD stage of a run.
• Target Feature: Target specific features (i.e. etissdbg). Affects the COMPILEand RUN stage
• Compile Feature: MLIF/CMake related features (i.e. debug). Affects the COMPILE stage

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Required:

• Unpacked API (Backend)
• Debug Target Software (Compile)
• WIP: Debug Arena Usage (Backend + Compile?)
• Custom Memplan (Backend)
• WIP: GDBServer support (Target)
• WIP: Debug ETISSVP (Target)
• Use existing autotuning results (Backend)
• Run TVM Autotuning on host (Backend)
• WIP: muRISCVNN (Setup + Framework)

Delayed:

• Fusetile Support? (Setup? + Backend)
• Run TVM autotuning on ETISSVP (Setup + Backend)
• Visualization: export TFLITE network or relay model graph (Frontend[tflite] + Backend[TVM])

Optional:

• Packed tensor support (Frontend + Framework[TFLM only] + Backend)

[PhilippvK]

Packed Frontend not on track right now.