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areusch pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git


    omit 57753279ed Respect Dockerfile ENV PATH modifications in docker/bash.sh 
lookups.
    omit a36aab12e5 Always install into a python venv in ci containers.
     add abb2aa062f [TIR] Add unroll_loop_with_partition_hint_no_interval attr 
in LoopPartitionConfig     to unroll loop (#12631)
     add 6be04d72c2 [OpenCLML] CLML Profiling fixes corresponding to OpenCL 
Timer recent … (#12711)
     add 62bdc91b1a Add Arm DSP implementation of Depthwise Conv2D (#12448)
     add cd99ca64cb [Relay] Change when int8 operations are converted to int16 
on Arm (#12671)
     add 2d36e46007 [CI][AArch64] Mark tests to be skipped due to torch crash 
(#12730)
     add 4f4bc26607 [MetaSchedule] Mark two tests as xfail (#12733)
     add ed630122c2 [Test] Add tvm.testing.requires_libtorch (#12737)
     add b2bd434ef9 [TIR] Handle axis_separators during FlattenBuffer (#12652)
     add 299ca267e7 [TIR] Update region min/extent in ReplaceBufferMutator 
(#12725)
     add 64031d56d6 Move static array initialization into a function go avoid 
link errors (#12678)
     add 89ce171b86 [TIR, Schedule] Check consumer in-bound and covered in 
reverse_compute_inline (#12717)
     add 1c5ffc67ad [ci][docker] Use CMake 3.20.0 for cortexm (#12744)
     add cb08a1251f [TF] Add DenseBincount support (#12728)
     add 90fb79b74c [CI] Update Docker images to bring TF 2.9 and integration 
tests (#12738)
     add 75969647fd Aligned CMSIS-NN SHA in TVM to CMSIS top of tree (#12723)
     add 1d32c400f1 [microtvm][Zephyr] Add project overlay to overwrite device 
tree configs (#12741)
     new 57e7105afc Always install into a python venv in ci containers.
     new e888708c86 Respect Dockerfile ENV PATH modifications in docker/bash.sh 
lookups.

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Summary of changes:
 Jenkinsfile                                        |  20 +-
 .../app-overlay/nucleo_l4r5zi.overlay              |   7 +-
 .../zephyr/template_project/microtvm_api_server.py |  15 +-
 ci/jenkins/Jenkinsfile.j2                          |  20 +-
 cmake/modules/Zephyr.cmake                         |   1 +
 docker/Dockerfile.ci_cortexm                       |   2 +-
 docker/install/ubuntu_install_cmake_source.sh      |  12 +-
 docker/install/ubuntu_install_cmsis.sh             |   4 +-
 include/tvm/runtime/container/map.h                |  63 +--
 python/tvm/relay/frontend/tensorflow_ops.py        |  55 +++
 python/tvm/relay/op/strategy/arm_cpu.py            |  22 +
 python/tvm/relay/qnn/op/legalizations.py           |  22 +-
 python/tvm/testing/utils.py                        |   3 +
 python/tvm/topi/arm_cpu/depthwise_conv2d.py        |  19 +
 .../topi/arm_cpu/mprofile/dsp/depthwise_conv2d.py  | 245 ++++++++++
 .../dsp/micro_kernel/quad_channel_convolve.py      | 180 ++++++++
 src/relay/backend/contrib/cmsisnn/buffer_size.cc   |  20 +-
 src/relay/backend/contrib/cmsisnn/buffer_size.h    |   7 +-
 src/relay/backend/contrib/cmsisnn/relay_to_tir.cc  |   4 +-
 src/runtime/container.cc                           |   4 -
 src/runtime/contrib/clml/clml_runtime.cc           | 161 +++----
 src/tir/schedule/primitive/compute_inline.cc       | 131 +++++-
 src/tir/schedule/transform.cc                      |  27 +-
 src/tir/transforms/flatten_buffer.cc               | 123 ++++-
 src/tir/transforms/loop_partition.cc               |  28 +-
 src/tir/transforms/lower_opaque_block.cc           |   1 +
 .../backend/contrib/cmsisnn/buffer_size_test.cc    |   8 +-
 tests/lint/check_file_type.py                      |   1 +
 tests/python/contrib/test_clml/infrastructure.py   |   6 +-
 tests/python/contrib/test_clml/test_network.py     |   4 +-
 tests/python/contrib/test_clml/test_ops.py         |   2 +-
 tests/python/contrib/test_libtorch_ops.py          |   2 +
 tests/python/driver/tvmc/test_frontends.py         |   8 +
 tests/python/frontend/tensorflow/test_forward.py   |  41 ++
 .../strategy/arm_cpu/test_depthwise_conv2d.py      |  25 +
 .../unittest/test_meta_schedule_integration.py     |   2 +
 .../unittest/test_tir_schedule_compute_inline.py   |  61 +++
 .../test_tir_schedule_set_axis_separator.py        |  24 +
 .../unittest/test_tir_transform_flatten_buffer.py  | 502 ++++++++++++---------
 .../unittest/test_tir_transform_loop_partition.py  |  72 ++-
 .../test_tir_transform_lower_opaque_block.py       |  22 +-
 tests/scripts/task_config_build_cpu.sh             |  11 +-
 tests/scripts/task_python_docs.sh                  |   1 +
 43 files changed, 1526 insertions(+), 462 deletions(-)
 copy python/tvm/relay/std/core.rly => 
apps/microtvm/zephyr/template_project/app-overlay/nucleo_l4r5zi.overlay (94%)
 create mode 100644 python/tvm/topi/arm_cpu/mprofile/dsp/depthwise_conv2d.py
 create mode 100644 
python/tvm/topi/arm_cpu/mprofile/dsp/micro_kernel/quad_channel_convolve.py

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