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manupa pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.


    from ee23013  [4/10] Code generation for Conv2D via CMSIS-NN (#9331)
     add e9b6845  [microNPU] Adding rounding mode attribute to operators (#9514)

No new revisions were added by this update.

Summary of changes:
 .../contrib/ethosu/op/binary_elementwise.py        |   9 ++
 .../relay/backend/contrib/ethosu/op/convolution.py |   9 ++
 .../relay/backend/contrib/ethosu/op/depthwise.py   |   9 ++
 .../tvm/relay/backend/contrib/ethosu/op/pooling.py |   9 ++
 .../contrib/ethosu/te/binary_elementwise.py        |   7 ++
 .../relay/backend/contrib/ethosu/te/convolution.py |   8 ++
 .../relay/backend/contrib/ethosu/te/depthwise.py   |   9 +-
 .../tvm/relay/backend/contrib/ethosu/te/pooling.py |   7 ++
 .../contrib/ethosu/tir/binary_elementwise.py       |   1 +
 .../backend/contrib/ethosu/tir/convolution.py      |   1 +
 .../relay/backend/contrib/ethosu/tir/depthwise.py  |   1 +
 .../relay/backend/contrib/ethosu/tir/identity.py   |   1 +
 .../relay/backend/contrib/ethosu/tir/pooling.py    |   1 +
 .../tvm/relay/backend/contrib/ethosu/tir/spec.py   |   8 ++
 .../backend/contrib/ethosu/tir_to_cs_translator.py |  24 ++++
 src/relay/op/contrib/ethosu/binary_elementwise.cc  |  13 ++-
 src/relay/op/contrib/ethosu/convolution.cc         |  13 ++-
 src/relay/op/contrib/ethosu/depthwise.cc           |  13 ++-
 src/relay/op/contrib/ethosu/pooling.cc             |  13 ++-
 tests/python/contrib/test_ethosu/infra.py          |   8 ++
 .../contrib/test_ethosu/test_encode_constants.py   |  22 ++--
 .../test_ethosu/test_replace_binary_elementwise.py |  21 ++--
 .../contrib/test_ethosu/test_replace_conv2d.py     | 129 +++++++++++++++------
 .../contrib/test_ethosu/test_replace_copy.py       |   6 +-
 .../test_ethosu/test_replace_depthwise_conv2d.py   |  49 ++++++--
 .../contrib/test_ethosu/test_replace_identity.py   |   1 +
 .../contrib/test_ethosu/test_replace_pooling.py    |  13 ++-
 .../test_ethosu/test_tir_to_cs_translator.py       |  78 ++++++++-----
 tests/python/contrib/test_ethosu/test_vela_api.py  |   2 +
 29 files changed, 371 insertions(+), 114 deletions(-)

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