[Tracking Issue] Arm(R) Ethos(TM)-U NPU operator support

[ekalda]

This issue is to track progress for Arm(R) Ethos(TM)-U NPU operator support

• P1. POOLING operators (Arm(R) Ethos(TM)-U NPU Pooling operators support #9384)
• P2. Identity operator with STRIDED SLICE and RESHAPE operators (Add the Arm(R) Ethos(TM)-U NPU identity operator #9457)
• P3. Replacing Conv2d tests and deprecating Relay IR builder ([microNPU] Update Conv2D Tests to Use TF API to Gen Test Cases #9508)
• P4. 4D Binary elementwise operators (Arm(R) Ethos(TM)-U NPU BinaryElementwise operators support #9442)
  • P5. Support non-4D Binary elementwise operations ([microNPU] Support binary elementwise with non-4D inputs #9521)
• P6. Unary elementwise operators
  • P6a. ABS ([microNPU] Add unary elementwise operator infrastructure with ABS #9530)
  • P6b. CLZ ([microNPU] Add support for unary elementwise CLZ #9577 (comment))
• P7. CONCATENATE ([microNPU] Add support for TFLite concatenate #9589)
• P8. FULLY CONNECTED ([microNPU] Add support for TFLite FULLY_CONNECTED #10345)
• P9. SPLIT and SPLIT_V ([microNPU] Add support for SPLIT and SPLIT_V #9621)
• P10. Lookup table implementation with TANH ([microNPU] Add the infrastructure for lookup table and TANH #9547)
  • P10a. SIGMOID ([microNPU] Add support for SIGMOID #9627)
• P11. NHWC -> NHCWB16 layout transformation pass ([microNPU] Add NHWC -> NHCWB16 layout transformation pass #9561)
• P12. MEAN ([microNPU] Mean legalization support #9576)

[ekalda]

All the operators that were part of this tracking issue are merged now!