[RFC][Tracking Issue] Arm® Ethos™-U Integration

[manupak]

This issue to track upstreaming progress for Arm® Ethos™-U integration.

• P1: The ci_cpu Dockerfile changes and install scripts – Arm® Corestone™-300 Reference System and Arm® Ethos™-U NPU core driver : Docker env for Arm® Ethos™-U55 Port #8514
• P2: The Relay passes with unit tests for Conv2D (Partitioning, Preprocessing and Legalization) with The Ethos™-U Relay operators, TE compute definitions : [2/6] Arm(R) Ethos(TM)-U NPU Relay passes and Conv2D op #8795
• P3: TIR Passes for Conv2D and tests (unit / partial integration tests) : [3/6] Arm(R) Ethos(TM)-U NPU TIR compiler with conv2d support #8806
  • P3a: Addressing comments for P3 : Address review comments on Arm(R) Ethos(TM)-U PR 3/6 #9159
• P4: TIR to CS translator for Conv2D with unit tests : [4/6] Arm(R) Ethos(TM)-U NPU TIR to CS for Conv2D  #8811
• P5: The C source generator, the overall codegen integration and tests : [5/6] Arm(R) Ethos(TM)-U NPU codegen integration  #8849
  • P5a: addressing minor comments of P4 & P5 : A follow up PR for 5/6 of Arm(R) Ethos(TM)-U NPU codegen #9147
• P6: TVMC Integration: [6/6] Arm(R) Ethos(TM)-U NPU codegen integration with tvmc #8854