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


 discard 491738649a [CI] Set test python.contrib.test_onnx.test_resize as xfail
 discard 228dfa9f6b [CI] Update Docker image tags to 20220822-105603-52f5c155f
 discard 95ec5c3c13 Update TensorFlow to release 2.9
     add 1ec2c36912 [TIR][CompactBufferAllocation] Improve upperbound 
estimation of buffer compaction (#12527)
     add 592148abf6 [Target] Replace IsaAnalyzer with Target Features (#12322)
     add 6e79f64108 [CI] Set test python.contrib.test_onnx.test_resize as xfail 
(#12568)
     add a0fe74b3c3 [ETHOSN] Support multiply conversion to depthwise (#12403)
     add 038523e5a2 [TIR] Expose Vector-related API in Python (#12571)
     add bf65b396c1 [Hexagon] Add support to run on multiple devices (#12504)
     add f53ee0cecf [Hexagon] Fix missing pytest import (#12565)
     add 1afd059395 [TOPI][Hexagon] Implement quantized avgpool (#12340)
     add 17989e8ab5 [microTVM] Fix `build` directory exists error (#12575)
     add b8fbfe26ae [MicroTVM] fix compile error when the compiler implements 
char as unsigned (#12519)
     add cd8fd9121d [TIR] Expose `shift_left` and `shift_right` to Python 
(#12584)
     add 9aac161a46 [MetaSchedule] Add software pipeline in CUDA tensor core 
auto tensorization (#12544)
     add b38738434b [TIR] Expose WMMA-related TensorCore builtins (#12589)
     add 40bdea8d7a [PyTorch] Add aten::new_empty (#12591)
     add fb7cf97fbc [CI] Install xgboost in Hexagon image (#12592)
     add cc19cdd711 [microTVM][Zephyr] Add recommended heap size for NRF and 
qemu_x86 (#12585)
     add 56b7c8ae96 [CI] Assert some unittests are not skipped in CI (#12436)
     add 61c034ae27 [DOC] fix code-block error in debuggging TVM part (#12597)
     add b547106fde [CI] github_cc_reviewers: Catch all exceptions so all 
reviewers can be processed (#12578)
     add 399f2e9b70 [microNPU] Remove xfail from tests relating to #12511 
(#12570)
     add f7c143608f [ETHOSN] Support conversion of add to depthwise (#12531)
     add 21db1eb586 [F2QI] Fix a rounding error on AvgPool when input and 
output affine scales differ (#12577)
     add bb00a15c26 [CUDA][CodeGen] Fix cuda codegen's fp16 inf literal (#12581)
     add 01fcdfcf5f [ci] Default to n=2 for test parallelism (#12414)
     add 8d60b3cbbc [Runtime] Change default alignment to 64 bytes. (#12586)
     add 5db38ba899 [COMMUNITY] @cconvey -> Reviewer (#12598)
     new f4f550f0cc testing new hexagon image

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Summary of changes:
 .github/workflows/{docs_bot.yml => tests_bot.yml}  |  11 +-
 CONTRIBUTORS.md                                    |   1 +
 Jenkinsfile                                        |  80 ++++-
 apps/microtvm/zephyr/template_project/boards.json  |   8 +-
 .../zephyr/template_project/microtvm_api_server.py |   2 +
 ci/jenkins/Jenkinsfile.j2                          |  22 +-
 ci/jenkins/macros.j2                               |   3 +
 cmake/modules/contrib/TFLite.cmake                 |   2 -
 docker/Dockerfile.ci_cortexm                       |   3 -
 docker/Dockerfile.ci_cpu                           |   7 -
 docker/Dockerfile.ci_gpu                           |   3 -
 docker/Dockerfile.ci_hexagon                       |   4 +
 docker/Dockerfile.ci_riscv                         |   3 -
 docker/install/ubuntu_install_cmake_source.sh      |   4 +-
 docker/install/ubuntu_install_python_package.sh    |   2 +-
 docker/install/ubuntu_install_tensorflow.sh        |   5 +-
 .../install/ubuntu_install_tensorflow_aarch64.sh   |  23 +-
 docker/install/ubuntu_install_tflite.sh            |  13 +-
 docker/install/ubuntu_install_vela.sh              |   2 +-
 docs/dev/how_to/debugging_tvm.rst                  |   2 +-
 include/tvm/arith/int_set.h                        |  39 ++-
 include/tvm/meta_schedule/schedule_rule.h          |   3 +-
 include/tvm/runtime/device_api.h                   |   4 +-
 python/tvm/arith/__init__.py                       |   8 +-
 python/tvm/arith/int_set.py                        |  48 +++
 python/tvm/contrib/hexagon/pytest_plugin.py        |  60 +++-
 python/tvm/meta_schedule/default_config.py         |   1 +
 .../schedule_rule/multi_level_tiling.py            |   4 +
 python/tvm/meta_schedule/testing/schedule_rule.py  |   2 +
 python/tvm/relay/frontend/pytorch.py               |  16 +
 python/tvm/relay/op/contrib/_ethosn.py             |   1 +
 python/tvm/relay/op/contrib/ethosn.py              | 121 +++++--
 python/tvm/relay/op/strategy/arm_cpu.py            |  17 +-
 .../transform/fake_quantization_to_integer.py      |  64 +++-
 python/tvm/target/arm_isa.py                       |  39 ---
 python/tvm/testing/plugin.py                       |  42 +++
 python/tvm/tir/__init__.py                         |  10 +-
 python/tvm/tir/op.py                               | 331 +++++++++++++++++++
 python/tvm/tir/tensor_intrin/cuda.py               |  54 ++--
 python/tvm/topi/hexagon/__init__.py                |   1 +
 .../tvm/{script => topi/hexagon/qnn}/__init__.py   |   5 +-
 python/tvm/topi/hexagon/qnn/avg_pool2d.py          | 205 ++++++++++++
 python/tvm/topi/hexagon/slice_ops/__init__.py      |   2 +-
 python/tvm/topi/hexagon/slice_ops/avg_pool2d.py    |  24 +-
 python/tvm/topi/hexagon/utils.py                   | 136 ++++++++
 src/arith/int_set.cc                               | 131 ++++++--
 .../multi_level_tiling_tensor_core.cc              | 122 ++++++-
 src/printer/tir_text_printer.cc                    |   2 +-
 src/relay/backend/contrib/ethosn/codegen.cc        |   8 +-
 .../backend/contrib/ethosn/convert_equivalent.cc   | 251 +++++++++++++++
 src/relay/op/make_op.h                             |   2 +
 src/relay/qnn/utils.h                              |   4 +
 src/relay/transforms/pattern_utils.h               |  34 ++
 src/runtime/crt/common/crt_runtime_api.c           |   2 +-
 src/runtime/crt/graph_executor/load_json.c         |   2 +-
 src/target/source/codegen_cuda.cc                  |   6 +-
 src/tir/schedule/primitive/compute_at.cc           |   2 +-
 src/tir/schedule/state.cc                          |  14 +-
 src/tir/schedule/utils.h                           |  18 --
 src/tir/transforms/compact_buffer_region.cc        |   2 +-
 tests/micro/zephyr/test_zephyr.py                  |   4 +-
 tests/python/ci/test_ci.py                         | 179 +++++++++++
 tests/python/contrib/test_dlpack.py                |  10 +-
 tests/python/contrib/test_ethosn/infrastructure.py |   3 +-
 tests/python/contrib/test_ethosn/test_addition.py  | 214 ++++++++++---
 .../test_ethosn/test_convert_equivalents.py        | 177 +++++++++++
 tests/python/contrib/test_ethosn/test_multiply.py  | 193 +++++++++++
 tests/python/contrib/test_ethosn/test_networks.py  |   2 +-
 tests/python/contrib/test_ethosu/test_codegen.py   |   5 -
 .../test_ethosu/test_tir_to_cs_translator.py       |  68 ++--
 tests/python/contrib/test_ethosu/test_vela_api.py  |  18 +-
 .../python/contrib/test_hexagon/infrastructure.py  |  55 +++-
 .../test_hexagon/test_fixed_point_conversion.py    |  64 ++++
 .../test_hexagon/topi/test_avg_pool2d_slice.py     | 209 +++++++-----
 .../contrib/test_hexagon/topi/test_cast_slice.py   |   2 +
 tests/python/frontend/pytorch/test_forward.py      |  17 +
 tests/python/relay/test_op_level3.py               |  16 +-
 .../test_pass_fake_quantization_to_integer.py      |  15 +-
 tests/python/unittest/test_arith_intset.py         | 354 +++++++++++----------
 ...ta_schedule_schedule_rule_multi_level_tiling.py | 125 ++++++++
 .../test_tir_analysis_calculate_workspace.py       |  16 +-
 tests/python/unittest/test_tir_intrin.py           |   8 +-
 tests/python/unittest/test_tir_op_types.py         |  83 +++++
 .../python/unittest/test_tir_schedule_analysis.py  |   6 +-
 .../python/unittest/test_tir_schedule_reduction.py |  16 +-
 .../unittest/test_tir_schedule_storage_align.py    |  18 +-
 .../python/unittest/test_tir_schedule_tensorize.py |  30 +-
 .../test_tir_transform_compact_buffer_region.py    | 100 ++++++
 .../test_tir_transform_convert_for_loops_serial.py |   8 +-
 .../test_tir_transform_inject_rolling_buffer.py    |  12 +-
 tests/python/unittest/test_tir_usmp_algo.py        |  18 +-
 .../test_tir_usmp_analysis_extract_bufferinfo.py   | 138 ++++----
 ...ransform_convert_pool_allocations_to_offsets.py |  36 +--
 .../test_tir_usmp_transform_create_io_allocates.py |  48 +--
 tests/python/unittest/test_tir_usmp_utils.py       |  18 +-
 tests/python/unittest/test_tvmscript_complete.py   |  18 +-
 tests/python/unittest/test_tvmscript_roundtrip.py  |  36 +--
 .../python/unittest/test_tvmscript_syntax_sugar.py |  12 +-
 tests/python/unittest/test_tvmscript_type.py       |   6 +-
 tests/scripts/github_cc_reviewers.py               |   6 +-
 tests/scripts/github_skipped_tests_comment.py      | 256 +++++++++++++++
 tests/scripts/setup-pytest-env.sh                  |  10 +-
 tests/scripts/task_config_build_cpu.sh             |   2 +-
 tests/scripts/task_python_hexagon.sh               |  14 +-
 104 files changed, 3809 insertions(+), 873 deletions(-)
 copy .github/workflows/{docs_bot.yml => tests_bot.yml} (55%)
 delete mode 100644 python/tvm/target/arm_isa.py
 copy python/tvm/{script => topi/hexagon/qnn}/__init__.py (85%)
 create mode 100644 python/tvm/topi/hexagon/qnn/avg_pool2d.py
 create mode 100644 src/relay/backend/contrib/ethosn/convert_equivalent.cc
 create mode 100644 tests/python/contrib/test_ethosn/test_convert_equivalents.py
 create mode 100644 tests/python/contrib/test_ethosn/test_multiply.py
 create mode 100644 
tests/python/contrib/test_hexagon/test_fixed_point_conversion.py
 create mode 100755 tests/scripts/github_skipped_tests_comment.py

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