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type:rfc-trackingRFC progress tracking. Ref: https://github.com/apache/tvm-rfcsRFC progress tracking. Ref: https://github.com/apache/tvm-rfcs
Description
This issue is to track progress for Arm(R) Ethos(TM)-U NPU operator support. It follows on from #9410 which contains previously submitted and merged PR's for operator support.
- FULLY CONNECTED ([microNPU] Add support for TFLite FULLY_CONNECTED #10345)
- HARD SWISH ([microNPU] Add support for hard swish #12120)
- SLICE (completed in [Tracking Issue] Arm(R) Ethos(TM)-U NPU operator support #9410)
- RESIZE BILINEAR ([microNPU] Add support for nearest neighbor and bilinear upsampling #9841)
- PACK ([microNPU] Add support for pack and unpack #9960)
- UNPACK ([microNPU] Add support for pack and unpack #9960)
- LRELU (int8 variant) ([microNPU] Add support for LeakyReLU #10127)
- QUANTIZE (requantize) ([microNPU] Add support for requantize #9910)
- TRANSPOSE CONVOLUTION (2x2 strides only) ([microNPU] Add support for transpose convolution #9855)
- Removal of redundant identity operators ([microNPU] Introduce a pass to remove redundant identity operations #10254)
- Addressing comments on testing for all operators
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type:rfc-trackingRFC progress tracking. Ref: https://github.com/apache/tvm-rfcsRFC progress tracking. Ref: https://github.com/apache/tvm-rfcs