This is an automated email from the ASF dual-hosted git repository.

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


 discard 563311ec40 [CI] Update Docker image tags to 20220822-105603-52f5c155f
 discard 6b9b950fac Update TensorFlow to release 2.9
     add c2824a84d5 [Testing] Allow NCHW layout in `relay_workload` (#12656)
     add acbbd9f15a [ETHOSN] Improve inferring new shape of the Reshape 
operator (#12594)
     add 0c374544a3 [TIR][TVMScript] Update printer / parser to make T.allocate 
return buffer var (#12412)
     add d54c0651ec [Torch][AArch64] Skip 
test_load_model___wrong_language__to_pytorch (#12660)
     add a399e6ce97 [ci] Add linter for PR title and body (#12367)
     add c6516a534f [TIR] Allow string/buffer arguments to Schedule 
cache_read/write (#12661)
     add aa6c7123d0 [ETHOSN] Fix tests pylint errors (#12649)
     add 38ba8c0bb6 [Relay] Extract intermediate node by its expression ID 
(#12646)
     add 038f15b5e2 [Hexagon] Implement fixed_point_multiply op through 
intrinsics. (#12659)
     add 32f9a5f4d4 [MetaSchedule] Fix autoinline for single const consumer 
block (#12668)
     add effcd2251b Add methods to get and set late-bound constants. (#12664)
     add e814f798ed [Adreno] Change compute/schedule for ToMixedPrecision pass 
(#12537)
     add 54786bbff3 [hexagon][tests] re-enable maxpool hardware test (#12676)
     add 50dad0d9a3 [HEXAGON][TOPI]Slice Op Argmax uint8 (#12472)
     add eecb7fd494 [MetaSchedule] Introduce `Union` and `OrderedUnion` in 
Database (#12628)
     add 8ca8f24d54 [TIR] Handle DeclBuffer in ToSSA (#12679)
     add 4acddb1d03 [COMMUNITY] Yaxing Cai -> Reviewer (#12683)
     add b2d6600064 [PyTorch] Fix aten::arange for pytorch (#12681)
     add bb56f2a972 [MetaSchedule][UX] Convenient Object Creation (#12643)
     add 445a14f4c6 [ETHOSN] Fix some more pylint issues (#12675)
     add 0549a08f4d [ETHOSN] Add support for concatenate with negative axis 
(#12686)
     add 7c7b0f7a2f [ci][tvmbot] Trigger GitHub Actions after merging (#12361)
     add 0cbf3aa6e2 [AutoTVM][Testing] Add `tune_relay` scripts (#12685)
     add 4ed6564f76 [ci] Add tests for PR linter (#12680)
     add 2734d044a2 [Adreno] Define memory_info for global.texture* (#12647)
     add 28cad58fd0 [Web][Emscripten] Update EMCC C++ standard to C++17 (#12693)
     add 5dcf62288b [ETHOSN] Use pytest parameterization for integration tests 
(#12688)
     add b3edb6e227 [Apps] Pin android_camera TensorFlow/Keras dependency 
version (#12710)
     add 832cffa1c1 [Hexagon][Runtime] Better support for 2-tier memory (#12574)
     add 744649e53b [TIR][StorageRewrite] Allow in-place buffer reuse of 
non-flat memory (#12655)
     add d4201a9d8e [COMMUNITY] ekalda -> Committer (#12715)
     add 141b17b23a [Hexagon] Add optimized schedule for nn.pad (#12714)
     add da48e13b66 [TVMC] Run module once by default (#12713)
     add 85bf80c822 [Docs] Add Commit Message Guideline (#12689)
     add 6cd31e7bf1 [TIR] Fix pragma_loop_partition_hint attrs should check 
it's value (#12699)
     add 291dd2f063 support false-positive fast math (#12702)
     add b55ffcd18b [ETHOSN] Add support for transpose convolution (#12674)
     add ff9a5309ec [microTVM][Zephyr] Enable -O2 optimization on build by 
default (#12718)
     add 269d536be0 [HEXAGON] [TOPI] Dequantize (#12677)
     add 2622ac9e63 [Build] Update C++ standard to C++17 for AOT, iOS, VTA 
(#12712)
     add 010c662938 [TVMScript] IRBuilder methods for `IRModule` (#12694)
     add bee5627908 [TFLite][CI] Update TensorFlow dependency to 2.9.1 (#12131)
     add 7f788dca4e [ci] Add onnx model to S3 (#12716)
     add 546a7da2fe [ci] Re-balance shards (#12473)
     add a36aab12e5 Always install into a python venv in ci containers.
     add 57753279ed Respect Dockerfile ENV PATH modifications in docker/bash.sh 
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Summary of changes:
 .github/workflows/upload_ci_resource.yml           |    2 +
 CONTRIBUTORS.md                                    |    2 +
 Jenkinsfile                                        | 1478 ++++++++------------
 apps/android_camera/models/requirements.txt        |    4 +-
 apps/ios_rpc/tvmrpc.xcodeproj/project.pbxproj      |    4 +-
 .../zephyr/template_project/microtvm_api_server.py |    9 +-
 ci/jenkins/Jenkinsfile.j2                          |   20 +-
 ci/jenkins/Prepare.groovy.j2                       |   21 +-
 ci/jenkins/Test.groovy.j2                          |   12 +-
 ci/jenkins/generate.py                             |   23 +-
 ci/scripts/check_pr.py                             |  145 ++
 ci/scripts/git_skip_ci.py                          |    2 +-
 ci/scripts/github_tvmbot.py                        |   22 +-
 docker/Dockerfile.ci_arm                           |   11 +-
 docker/Dockerfile.ci_cortexm                       |   15 +-
 docker/Dockerfile.ci_cpu                           |   15 +-
 docker/Dockerfile.ci_gpu                           |   12 +-
 docker/Dockerfile.ci_hexagon                       |   11 +-
 docker/Dockerfile.ci_i386                          |   11 +-
 docker/Dockerfile.ci_lint                          |   11 +-
 docker/Dockerfile.ci_minimal                       |   11 +-
 docker/Dockerfile.ci_riscv                         |   15 +-
 docker/Dockerfile.ci_wasm                          |   11 +-
 docker/install/ubuntu1804_install_python.sh        |   45 -
 docker/install/ubuntu1804_install_python_venv.sh   |   30 -
 docker/install/ubuntu_install_cmake_source.sh      |    4 +-
 docker/install/ubuntu_install_python.sh            |   79 +-
 docker/install/ubuntu_install_zephyr.sh            |    3 +-
 docker/python/bootstrap-requirements.txt           |   82 ++
 docker/python/bootstrap/.gitignore                 |    1 +
 docker/python/bootstrap/generate.sh                |  100 ++
 .../python/bootstrap/lockfiles/constraints-3.7.txt |  254 ++++
 .../python/bootstrap/lockfiles/constraints-3.8.txt |  251 ++++
 .../bootstrap/lockfiles/requirements-3.7.txt       |    3 +
 .../bootstrap/lockfiles/requirements-3.8.txt       |    3 +
 docker/python/ci-constraints.txt                   |   39 +
 docker/with_the_same_user                          |   26 +-
 docs/contribute/pull_request.rst                   |  113 +-
 include/tvm/meta_schedule/database.h               |   16 +
 include/tvm/runtime/vm/executable.h                |   13 +
 include/tvm/script/ir_builder/ir/frame.h           |   71 +
 .../tvm/script/ir_builder/ir/ir.h                  |   31 +-
 include/tvm/support/span.h                         |    2 +-
 include/tvm/target/target_info.h                   |    6 +-
 include/tvm/tir/stmt.h                             |    1 +
 include/tvm/topi/elemwise.h                        |    2 +-
 python/tvm/auto_scheduler/testing/tune_relay.py    |    6 +
 .../cuda_graph => autotvm/testing}/__init__.py     |    1 +
 .../testing/tune_relay.py                          |  154 +-
 python/tvm/contrib/hexagon/pytest_plugin.py        |    3 +-
 python/tvm/driver/tvmc/runner.py                   |   58 +-
 python/tvm/meta_schedule/builder/__init__.py       |    2 +-
 python/tvm/meta_schedule/builder/builder.py        |   17 +
 python/tvm/meta_schedule/database/__init__.py      |    4 +-
 python/tvm/meta_schedule/database/database.py      |   41 +-
 python/tvm/meta_schedule/database/json_database.py |   31 +-
 .../database/ordered_union_database.py             |  112 ++
 .../tvm/meta_schedule/database/union_database.py   |  112 ++
 python/tvm/meta_schedule/runner/__init__.py        |   12 +-
 python/tvm/meta_schedule/runner/runner.py          |   22 +-
 .../tvm/meta_schedule/search_strategy/__init__.py  |    2 +-
 .../search_strategy/search_strategy.py             |   29 +
 .../tvm/meta_schedule/space_generator/__init__.py  |    2 +-
 .../space_generator/space_generator.py             |   28 +
 .../tvm/meta_schedule/task_scheduler/__init__.py   |    4 +-
 .../meta_schedule/task_scheduler/task_scheduler.py |   20 +
 python/tvm/meta_schedule/testing/relay_workload.py |   47 +-
 python/tvm/meta_schedule/testing/tune_relay.py     |    6 +
 python/tvm/relay/analysis/analysis.py              |   38 +
 python/tvm/relay/frontend/pytorch.py               |   32 +-
 python/tvm/relay/op/contrib/ethosn.py              |   20 +-
 python/tvm/relay/op/nn/_nn.py                      |    2 +-
 python/tvm/relay/op/strategy/adreno.py             |  142 +-
 python/tvm/relay/op/strategy/generic.py            |    8 +
 python/tvm/relay/op/strategy/hexagon.py            |    7 +
 python/tvm/runtime/vm.py                           |   10 +
 .../_ctypes => script/ir_builder/ir}/__init__.py   |    4 +-
 .../{arith => script/ir_builder/ir}/_ffi_api.py    |    5 +-
 .../__init__.py => script/ir_builder/ir/frame.py}  |   11 +-
 .../tvm/script/ir_builder/ir/ir.py                 |   11 +-
 python/tvm/script/tir/scope_handler.py             |   57 +-
 python/tvm/tir/schedule/schedule.py                |   42 +-
 python/tvm/topi/adreno/conv2d_alter_op.py          |   48 +-
 python/tvm/topi/adreno/conv2d_nchw.py              |  117 +-
 python/tvm/topi/adreno/conv2d_nchw_winograd.py     |   45 +-
 python/tvm/topi/adreno/conv2d_nhwc.py              |  111 +-
 python/tvm/topi/adreno/conv2d_nhwc_winograd.py     |   45 +-
 python/tvm/topi/adreno/conv2d_winograd_common.py   |   19 +-
 python/tvm/topi/adreno/depthwise_conv2d_nchw.py    |   42 +-
 python/tvm/topi/adreno/depthwise_conv2d_nhwc.py    |   38 +-
 python/tvm/topi/adreno/utils.py                    |   14 +
 python/tvm/topi/hexagon/__init__.py                |    2 +
 python/tvm/topi/hexagon/injective.py               |    7 +-
 python/tvm/topi/hexagon/{pooling.py => pad.py}     |   22 +-
 python/tvm/topi/hexagon/qnn/__init__.py            |    5 +
 python/tvm/topi/hexagon/qnn/dequantize.py          |   94 ++
 python/tvm/topi/hexagon/slice_ops/argmax.py        |    7 +
 python/tvm/topi/hexagon/tensor_intrin.py           |   71 +
 python/tvm/topi/hexagon/utils.py                   |    7 +
 src/meta_schedule/database/json_database.cc        |   22 -
 .../database/ordered_union_database.cc             |   86 ++
 src/meta_schedule/database/union_database.cc       |   88 ++
 src/meta_schedule/schedule_rule/auto_inline.cc     |    5 +-
 src/meta_schedule/utils.h                          |   22 +
 src/printer/tvmscript_printer.cc                   |  128 +-
 src/relay/analysis/extract_intermediate_expr.cc    |   88 ++
 src/relay/backend/contrib/ethosn/codegen.cc        |   39 +
 src/relay/backend/contrib/ethosn/codegen_ethosn.h  |    1 +
 .../backend/contrib/ethosn/convert_equivalent.cc   |   15 +-
 src/relay/backend/contrib/ethosn/ethosn_api.cc     |  151 +-
 src/relay/backend/contrib/ethosn/ethosn_api.h      |   23 +
 src/runtime/hexagon/hexagon_buffer.cc              |   17 +-
 src/runtime/hexagon/hexagon_device_api.cc          |   47 +-
 src/runtime/vm/executable.cc                       |   24 +-
 .../utils.cc => script/ir_builder/ir/frame.cc}     |   31 +-
 src/{topi/vision.cc => script/ir_builder/ir/ir.cc} |   27 +-
 src/tir/transforms/ir_utils.cc                     |    9 +
 src/tir/transforms/loop_partition.cc               |   17 +-
 src/tir/transforms/storage_rewrite.cc              |   20 +-
 tests/lint/pylint.sh                               |    1 +
 tests/python/ci/sample_prs/pr10786-badci.json      |  130 --
 .../ci/sample_prs/pr10786-changes-requested.json   |  131 --
 tests/python/ci/sample_prs/pr10786-co-authors.json |  129 --
 .../ci/sample_prs/pr10786-invalid-author.json      |  130 --
 tests/python/ci/sample_prs/pr10786-merges.json     |  129 --
 .../python/ci/sample_prs/pr10786-missing-job.json  |  129 --
 .../python/ci/sample_prs/pr10786-nottriggered.json |  129 --
 tests/python/ci/sample_prs/pr10786-oldreview.json  |  129 --
 .../{pr10786-ignore-jobs.json => pr10786.json}     |    5 +-
 .../sample_prs/pr11244-unauthorized-comment.json   |  103 --
 tests/python/ci/sample_prs/pr11267-no-review.json  |  144 --
 tests/python/ci/sample_prs/pr11442-rerun-ci.json   |  183 ---
 tests/python/ci/test_ci.py                         |  846 +++++------
 tests/python/ci/test_tvmbot.py                     |  400 +++---
 tests/python/ci/test_utils.py                      |   33 +-
 tests/python/contrib/test_ethosn/infrastructure.py |   96 +-
 .../python/contrib/test_ethosn/test_concatenate.py |   51 +-
 .../test_ethosn/test_constant_duplication.py       |   10 +-
 tests/python/contrib/test_ethosn/test_conv2d.py    |  426 +++---
 .../contrib/test_ethosn/test_conv2d_transpose.py   |  234 ++++
 .../test_ethosn/test_convert_equivalents.py        |    1 +
 .../contrib/test_ethosn/test_depth_to_space.py     |   55 +-
 .../contrib/test_ethosn/test_fullyconnected.py     |  114 +-
 .../python/contrib/test_ethosn/test_leaky_relu.py  |    2 +
 tests/python/contrib/test_ethosn/test_mean.py      |    2 +
 tests/python/contrib/test_ethosn/test_multiply.py  |    3 +
 tests/python/contrib/test_ethosn/test_networks.py  |   27 +-
 .../contrib/test_ethosn/test_partition_params.py   |   24 +-
 tests/python/contrib/test_ethosn/test_pooling.py   |   81 +-
 tests/python/contrib/test_ethosn/test_relu.py      |   67 +-
 .../python/contrib/test_ethosn/test_requantize.py  |    5 +
 tests/python/contrib/test_ethosn/test_reshape.py   |   31 +-
 tests/python/contrib/test_ethosn/test_resize.py    |   42 +-
 tests/python/contrib/test_ethosn/test_sigmoid.py   |   79 +-
 tests/python/contrib/test_ethosn/test_split.py     |   58 +-
 tests/python/contrib/test_ethosn/test_tanh.py      |    4 +
 .../python/contrib/test_ethosn/test_topologies.py  |  106 +-
 .../test_ethosu/test_copy_compute_reordering.py    |  228 +--
 .../contrib/test_ethosu/test_encode_constants.py   |   48 +-
 .../contrib/test_ethosu/test_hoist_allocates.py    |   75 +-
 .../contrib/test_ethosu/test_merge_constants.py    |  158 ++-
 .../test_ethosu/test_remove_concatenates.py        |    3 +-
 .../contrib/test_ethosu/test_replace_conv2d.py     |   18 +-
 .../contrib/test_ethosu/test_replace_copy.py       |    9 +-
 tests/python/contrib/test_ethosu/test_scheduler.py |   12 +-
 .../test_ethosu/test_tir_to_cs_translator.py       |   31 +-
 .../python/contrib/test_hexagon/infrastructure.py  |    2 +
 .../test_hexagon/test_fixed_point_multiply.py      |  140 ++
 .../contrib/test_hexagon/test_memory_alloc.py      |   85 ++
 .../contrib/test_hexagon/topi/test_argmax_slice.py |   14 +-
 ...test_tanh_slice.py => test_dequantize_slice.py} |   80 +-
 .../test_hexagon/topi/test_max_pool2d_slice.py     |    3 -
 tests/python/contrib/test_hexagon/topi/test_pad.py |   57 +
 tests/python/driver/tvmc/conftest.py               |   16 +
 tests/python/driver/tvmc/test_frontends.py         |    4 +
 tests/python/driver/tvmc/test_model.py             |    4 +-
 tests/python/driver/tvmc/test_runner.py            |   42 +
 tests/python/relay/aot/test_cpp_aot.py             |    2 +-
 .../test_analysis_extract_intermediate_expr.py     |  130 ++
 tests/python/relay/test_conv2d_nchw_texture.py     |    4 +-
 tests/python/relay/test_conv2d_nhwc_texture.py     |    2 +-
 tests/python/relay/test_vm.py                      |   80 ++
 tests/python/unittest/test_link_params.py          |    9 +-
 .../python/unittest/test_meta_schedule_database.py |   37 +
 .../test_meta_schedule_postproc_verify_gpu_code.py |   24 +-
 ...test_meta_schedule_schedule_rule_auto_inline.py |   28 +
 .../unittest/test_meta_schedule_tune_relay.py      |   36 +-
 .../test_tir_analysis_calculate_workspace.py       |   18 +-
 .../test_tir_analysis_detect_buffer_access_lca.py  |    2 +-
 tests/python/unittest/test_tir_ptx_mma.py          |  103 +-
 tests/python/unittest/test_tir_ptx_mma_sp.py       |   32 +-
 tests/python/unittest/test_tir_renew_defs.py       |    3 +-
 .../unittest/test_tir_schedule_cache_read_write.py |    8 +-
 .../unittest/test_tir_structural_equal_hash.py     |    2 +-
 .../test_tir_transform_convert_for_loops_serial.py |    4 +-
 .../test_tir_transform_extract_constants.py        |    9 +-
 .../unittest/test_tir_transform_flatten_buffer.py  |   36 +-
 .../test_tir_transform_inject_virtual_thread.py    |   12 +-
 .../unittest/test_tir_transform_loop_partition.py  |    2 +-
 .../test_tir_transform_lower_opaque_block.py       |   18 +-
 ...test_tir_transform_renormalize_split_pattern.py |   18 +-
 .../unittest/test_tir_transform_storage_flatten.py |    4 +-
 .../unittest/test_tir_transform_storage_rewrite.py |  122 +-
 .../unittest/test_tir_transform_unroll_loop.py     |    6 +-
 tests/python/unittest/test_tir_usmp_algo.py        |   38 +-
 .../test_tir_usmp_analysis_extract_bufferinfo.py   |  146 +-
 ...ransform_convert_pool_allocations_to_offsets.py |   49 +-
 tests/python/unittest/test_tir_usmp_utils.py       |   12 +-
 ...se.py => test_tvmscript_ir_builder_irmodule.py} |   29 +-
 tests/python/unittest/test_tvmscript_roundtrip.py  |   82 +-
 tests/scripts/request_hook/request_hook.py         |    1 +
 tests/scripts/setup-pytest-env.sh                  |   10 +-
 tests/scripts/task_config_build_cpu.sh             |    2 +-
 vta/python/vta/exec/rpc_server.py                  |    2 +-
 web/Makefile                                       |    2 +-
 215 files changed, 6988 insertions(+), 5132 deletions(-)
 create mode 100755 ci/scripts/check_pr.py
 delete mode 100755 docker/install/ubuntu1804_install_python.sh
 delete mode 100755 docker/install/ubuntu1804_install_python_venv.sh
 create mode 100644 docker/python/bootstrap-requirements.txt
 create mode 100644 docker/python/bootstrap/.gitignore
 create mode 100755 docker/python/bootstrap/generate.sh
 create mode 100644 docker/python/bootstrap/lockfiles/constraints-3.7.txt
 create mode 100644 docker/python/bootstrap/lockfiles/constraints-3.8.txt
 create mode 100644 docker/python/bootstrap/lockfiles/requirements-3.7.txt
 create mode 100644 docker/python/bootstrap/lockfiles/requirements-3.8.txt
 create mode 100644 docker/python/ci-constraints.txt
 create mode 100644 include/tvm/script/ir_builder/ir/frame.h
 copy src/relay/backend/param_dict.h => include/tvm/script/ir_builder/ir/ir.h 
(66%)
 copy python/tvm/{contrib/cuda_graph => autotvm/testing}/__init__.py (95%)
 copy python/tvm/{auto_scheduler => autotvm}/testing/tune_relay.py (53%)
 create mode 100644 python/tvm/meta_schedule/database/ordered_union_database.py
 create mode 100644 python/tvm/meta_schedule/database/union_database.py
 copy python/tvm/{_ffi/_ctypes => script/ir_builder/ir}/__init__.py (88%)
 copy python/tvm/{arith => script/ir_builder/ir}/_ffi_api.py (88%)
 copy python/tvm/{relay/backend/contrib/uma/api/__init__.py => 
script/ir_builder/ir/frame.py} (77%)
 copy docker/install/ubuntu_install_dgl.sh => 
python/tvm/script/ir_builder/ir/ir.py (79%)
 mode change 100755 => 100644
 copy python/tvm/topi/hexagon/{pooling.py => pad.py} (71%)
 create mode 100644 python/tvm/topi/hexagon/qnn/dequantize.py
 create mode 100644 python/tvm/topi/hexagon/tensor_intrin.py
 create mode 100644 src/meta_schedule/database/ordered_union_database.cc
 create mode 100644 src/meta_schedule/database/union_database.cc
 create mode 100644 src/relay/analysis/extract_intermediate_expr.cc
 copy src/{auto_scheduler/utils.cc => script/ir_builder/ir/frame.cc} (58%)
 mode change 100755 => 100644
 copy src/{topi/vision.cc => script/ir_builder/ir/ir.cc} (68%)
 delete mode 100644 tests/python/ci/sample_prs/pr10786-badci.json
 delete mode 100644 tests/python/ci/sample_prs/pr10786-changes-requested.json
 delete mode 100644 tests/python/ci/sample_prs/pr10786-co-authors.json
 delete mode 100644 tests/python/ci/sample_prs/pr10786-invalid-author.json
 delete mode 100644 tests/python/ci/sample_prs/pr10786-merges.json
 delete mode 100644 tests/python/ci/sample_prs/pr10786-missing-job.json
 delete mode 100644 tests/python/ci/sample_prs/pr10786-nottriggered.json
 delete mode 100644 tests/python/ci/sample_prs/pr10786-oldreview.json
 rename tests/python/ci/sample_prs/{pr10786-ignore-jobs.json => pr10786.json} 
(78%)
 delete mode 100644 tests/python/ci/sample_prs/pr11244-unauthorized-comment.json
 delete mode 100644 tests/python/ci/sample_prs/pr11267-no-review.json
 delete mode 100644 tests/python/ci/sample_prs/pr11442-rerun-ci.json
 create mode 100644 tests/python/contrib/test_ethosn/test_conv2d_transpose.py
 create mode 100644 
tests/python/contrib/test_hexagon/test_fixed_point_multiply.py
 create mode 100644 tests/python/contrib/test_hexagon/test_memory_alloc.py
 copy tests/python/contrib/test_hexagon/topi/{test_tanh_slice.py => 
test_dequantize_slice.py} (57%)
 create mode 100644 tests/python/contrib/test_hexagon/topi/test_pad.py
 create mode 100644 
tests/python/relay/test_analysis_extract_intermediate_expr.py
 copy tests/python/unittest/{test_tvmscript_ir_builder_base.py => 
test_tvmscript_ir_builder_irmodule.py} (62%)

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