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andrewzhaoluo pushed a change to branch aluo/run-individual-node
in repository https://gitbox.apache.org/repos/asf/tvm.git


    omit ab98b150be secondary commit
    omit a1f26fc5b6 initial
     add a2d973d350 change Hexagon docker version (#10981)
     add c7cca3913a Support `qnn.conv2d` in FoldExplicitPading (#10982)
     add 6d9a1118b1 [COMMUNITY] @guberti -> Reviewer (#10976)
     add 597000c74e [ONNX] Add MatMulInteger importer (#10450)
     add 5cfb4bc3d0 [TVMC] Allow output module name to be passed as a command 
line argument (#10962)
     add 61a9269d85 [FIX] resolve int64/32 for AttrStmtNode (#10983)
     add b542724873 [Runtime][Vulkan] Add RGP support to TVM for vulkan device 
(#10953)
     add 01e0e2d0e1 [CI] Update GPU image (#10992)
     add ef163a5791 [Hexagon] Remove HexagonBuffer external constructor and 
support (#10978)
     add 814e856851 sort axes (#10985)
     add 11b8cd3ca1 [ONNX] Add imports for BERT contrib operators (#10949)
     add dbfab5c10d [Metaschedule] Make custom schedule_rule registration 
optional (#10975)
     add 1bfb9cac93 [COMMUNITY] @yzh119 -> Reviewer (#10993)
     add ce8f83e3c5 [hexagon] 'add_hvx' test to explore HVX usage. (#10604)
     add e370ed4597 [Hexagon] Less aggressive adb state clean up (#10909)
     add 985fc933f4 [Hexagon] Handle TCP server binding to unknown port (#10945)
     add 52f52c83de [BYOC][ACL] Fix list is not supported as an input node 
(#10801)
     add 96616b7af8 [Hexagon] Add top-level CMakeLists.txt for 
apps/hexagon_launcher (#11006)
     add 1cf0c0a5bf [CUDNN] Add partitioning support for fused conv2d+bias+act 
(#10997)
     add 324bf4cac5 Add driazati to triagers. (#11004)
     add e84b3590dc [Relay] Refactor inline composites transformation (#10995)
     add 529da9bd56 [TensorRT][BYOC] Minor refactoring to handle constants in 
pattern-based ops for TRT (#10994)
     add 3d63b2d944 [CI] Update CI Images to include `pytest-lazy-fixture` 
(#10999)
     add a34731b7fc [ROCM] DP4A intrinsic support for TE/TIR (#11009)
     add b94119692e [TIR] Ignore Allocate/AllocateConst in 
BufferAllocationLocator (#10998)
     add 0e1a2a2ff8 Fix broken CI when git-merge needs to create a commit. 
(#11007)
     add 29774bddd8 [RELAY][FRONTEND] Initial OneFlow frontend support.  (#8790)
     add a9d86e61b6 [Metaschedule] Support tuning on rocm and vulkan target 
(#11017)
     add 715f24d238 [Metaschedule] Enable continuing tuning after schedule 
application failure  (#10937)
     add b99a096825 [Metaschedule, Refactor] Move MultiLevelTilingNode decl to 
a header (#11020)
     add f238900e6b Add Havisha to triagers and alphabetize. (#11005)
     add 8bfe3bbb3c [Arith] Updated arith::DetectIterMap to keep extent=1 
components (#10980)
     add 37db213a84 [QNNParam] Refactor the implmentation of QNNParam (#11011)
     add 365fcc832d Use TVM log instead of hexagon_print (#11024)
     add 8aafe5b109 [OpenCL] Fix type casting error (#11021)
     add 351f31b51c [Runtime][PipelineExecutor]Add forwarding queue logic for 
set input. (#10990)
     add fafabc96c1 [VirtualMachine] Zero copy in set_input when input is 
DLTensor (#11003)
     add f92d351e11 [COMMUNITY] @wrongtest -> Committer (#11028)
     add 7d9b7bbd50 [ci] Always assume num executors == 1 (#11014)
     add 69ba7ed640 [BugFix][TIR] Fix narrower dtype of loop vars in 
CreatePrimFunc (#11030)
     add 8d868f6bf3 [BugFix][TIR] Fix rfactor when RF block becomes spatial 
(#11031)
     add 9c2df39376 [BugFix][TIR] Error check: Inline Block with Init Stmt 
(#11033)
     add 9f3da1cbae [Frontend][Paddle] Fix pool2d op (#11029)
     add 0b9bcf0e7a [MetaSchedule][Refactor] Introduce TuneConfig (#10986)
     add 240fac437c Fix typo in tutorial doc (#10974)
     add 28aac0e48f [Hexagon] Deprecate USE_HEXAGON_DEVICE, introduce 
USE_HEXAGON (#11025)
     add 1e524d0670 [ci] Migrate all test steps to macros (#10968)
     add 1542286826 [ci] Add branch protections to .asf.yaml (#10964)
     new f871866919 initial
     new 85751bce55 secondary commit

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Summary of changes:
 .asf.yaml                                          |   13 +
 CMakeLists.txt                                     |    4 +-
 CONTRIBUTORS.md                                    |    3 +
 Jenkinsfile                                        |  195 ++-
 apps/hexagon_api/CMakeLists.txt                    |    4 +
 apps/hexagon_launcher/CMakeLists.txt               |   78 +
 apps/hexagon_launcher/cmake/android/CMakeLists.txt |    9 +-
 apps/hexagon_launcher/cmake/hexagon/CMakeLists.txt |    7 +-
 cmake/config.cmake                                 |   13 +-
 cmake/modules/Hexagon.cmake                        |   90 +-
 cmake/modules/LibInfo.cmake                        |    2 +-
 gallery/tutorial/tvmc_python.py                    |   12 +-
 include/tvm/arith/iter_affine_map.h                |    4 +-
 include/tvm/runtime/ndarray.h                      |   18 +
 jenkins/Jenkinsfile.j2                             |  207 +--
 python/tvm/arith/iter_affine_map.py                |   17 +-
 python/tvm/contrib/hexagon/build.py                |  114 +-
 python/tvm/contrib/pipeline_executor.py            |    5 +-
 python/tvm/driver/tvmc/compiler.py                 |   21 +-
 python/tvm/driver/tvmc/model.py                    |    2 +-
 python/tvm/meta_schedule/__init__.py               |    9 +-
 .../search_strategy/evolutionary_search.py         |   14 +-
 .../meta_schedule/task_scheduler/round_robin.py    |    5 +
 .../testing/tune_relay_meta_schedule.py            |   56 +-
 .../meta_schedule/testing/tune_te_meta_schedule.py |    4 +-
 python/tvm/meta_schedule/tune.py                   |  575 +++---
 python/tvm/relay/frontend/__init__.py              |    1 +
 python/tvm/relay/frontend/oneflow.py               | 1821 ++++++++++++++++++++
 python/tvm/relay/frontend/onnx.py                  |  296 +++-
 python/tvm/relay/frontend/paddlepaddle.py          |   12 +-
 python/tvm/relay/frontend/qnn_torch.py             |    9 +-
 python/tvm/relay/op/contrib/arm_compute_lib.py     |   37 +-
 python/tvm/relay/op/contrib/cmsisnn.py             |    6 +-
 python/tvm/relay/op/contrib/cudnn.py               |   79 +-
 python/tvm/relay/op/contrib/ethosu.py              |    9 +-
 python/tvm/relay/op/contrib/tensorrt.py            |   38 +-
 python/tvm/relay/op/strategy/cuda.py               |    8 +-
 python/tvm/relay/op/strategy/rocm.py               |  172 +-
 python/tvm/relay/qnn/op/legalizations.py           |   22 +-
 python/tvm/runtime/vm.py                           |    4 +
 python/tvm/tir/tensor_intrin/__init__.py           |    2 +
 python/tvm/tir/tensor_intrin/dot_product_common.py |   55 +
 python/tvm/tir/tensor_intrin/rocm.py               |   47 +
 python/tvm/topi/cuda/batch_matmul.py               |    7 +-
 python/tvm/topi/cuda/conv2d_alter_op.py            |   12 +-
 python/tvm/topi/cuda/conv2d_int8.py                |    4 +-
 python/tvm/topi/cuda/dense.py                      |    5 +-
 python/tvm/topi/cuda/tensor_intrin.py              |   23 +-
 python/tvm/topi/cuda/tensorcore_alter_op.py        |   22 +-
 python/tvm/topi/rocm/dense.py                      |   79 +-
 python/tvm/topi/utils.py                           |    7 +
 src/arith/iter_affine_map.cc                       |   15 +-
 .../schedule_rule/multi_level_tiling.cc            |  205 +--
 .../schedule_rule/multi_level_tiling.h             |  187 ++
 .../space_generator/post_order_apply.cc            |   22 +-
 src/meta_schedule/task_scheduler/task_scheduler.cc |    1 +
 src/meta_schedule/utils.h                          |   12 +-
 .../backend/contrib/arm_compute_lib/codegen.cc     |   26 +
 src/relay/transforms/fold_explicit_padding.cc      |   33 +-
 src/relay/transforms/inline_composites.cc          |   79 +-
 src/runtime/contrib/arm_compute_lib/acl_runtime.cc |   82 +-
 src/runtime/contrib/arm_compute_lib/acl_utils.cc   |   16 +-
 src/runtime/contrib/arm_compute_lib/acl_utils.h    |    9 +-
 src/runtime/contrib/cudnn/conv_forward.cc          |   62 +
 src/runtime/contrib/cudnn/cudnn_utils.cc           |    4 +
 src/runtime/contrib/cudnn/cudnn_utils.h            |    2 +
 src/runtime/contrib/json/json_runtime.h            |    1 +
 src/runtime/hexagon/README.md                      |   70 +-
 src/runtime/hexagon/android/hexagon_device_api.cc  |    2 +-
 src/runtime/hexagon/hexagon/hexagon_buffer.cc      |   33 +-
 src/runtime/hexagon/hexagon/hexagon_buffer.h       |   12 -
 src/runtime/hexagon/hexagon/hexagon_common.cc      |    9 +-
 .../hexagon/hexagon/hexagon_device_api_v2.cc       |    9 +-
 src/runtime/hexagon/rpc/hexagon/rpc_server.cc      |   48 +-
 src/runtime/ndarray.cc                             |   31 +
 src/runtime/pipeline/pipeline_executor.cc          |   20 +-
 src/runtime/pipeline/pipeline_executor.h           |    9 +-
 src/runtime/pipeline/pipeline_scheduler.cc         |   15 +-
 src/runtime/pipeline/pipeline_scheduler.h          |    9 +-
 src/runtime/pipeline/pipeline_struct.h             |  296 ++--
 src/runtime/vm/vm.cc                               |   22 +-
 src/runtime/vulkan/vulkan_amdrgp.cc                |   53 +
 .../vulkan/{vulkan_module.h => vulkan_amdrgp.h}    |   49 +-
 src/runtime/vulkan/vulkan_device.cc                |   13 +
 src/runtime/vulkan/vulkan_device.h                 |   12 +
 src/runtime/vulkan/vulkan_device_api.cc            |    3 +
 src/runtime/vulkan/vulkan_instance.cc              |    7 +
 src/runtime/vulkan/vulkan_stream.cc                |   13 +
 src/runtime/vulkan/vulkan_stream.h                 |   16 +
 src/runtime/vulkan/vulkan_wrapped_func.cc          |   18 +
 src/support/libinfo.cc                             |    6 +-
 src/target/source/codegen_opencl.cc                |   28 +
 src/target/source/codegen_opencl.h                 |    5 +
 src/target/target_kind.cc                          |    6 +
 src/te/operation/create_primfunc.cc                |    4 +-
 src/tir/ir/index_map.cc                            |    4 +-
 src/tir/schedule/primitive/compute_inline.cc       |   26 +
 src/tir/schedule/primitive/reduction.cc            |   34 +-
 src/tir/transforms/narrow_datatype.cc              |   12 +-
 .../plan_update_buffer_allocation_location.cc      |   33 +-
 tests/cpp/runtime/hexagon_buffer.cc                |   34 -
 .../contrib/test_arm_compute_lib/infrastructure.py |   28 +-
 .../test_arm_compute_lib/test_concatenate.py       |  151 ++
 tests/python/contrib/test_cudnn.py                 |   51 +-
 .../contrib/test_hexagon/benchmark_hexagon.py      |  335 ++++
 tests/python/contrib/test_hexagon/conftest.py      |    6 +-
 tests/python/contrib/test_hexagon/test_launcher.md |    2 +-
 tests/python/driver/tvmc/test_compiler.py          |  148 ++
 tests/python/frontend/oneflow/test_forward.py      |  723 ++++++++
 tests/python/frontend/onnx/test_forward.py         |  224 ++-
 tests/python/relay/test_op_level1.py               |   38 +
 tests/python/relay/test_op_level10.py              |   52 +
 tests/python/relay/test_op_level2.py               |   50 +
 .../relay/test_pass_fold_explicit_padding.py       |   45 +
 .../python/relay/test_pass_legalize_tensorcore.py  |    3 +-
 tests/python/relay/test_pipeline_executor.py       |   21 +-
 tests/python/topi/python/test_topi_conv2d_int8.py  |   13 +-
 tests/python/topi/python/test_topi_dense.py        |    1 -
 .../test_meta_schedule_measure_callback.py         |    4 +-
 .../test_meta_schedule_post_order_apply.py         |    4 +-
 .../unittest/test_meta_schedule_search_strategy.py |    2 +
 .../unittest/test_meta_schedule_task_scheduler.py  |    2 +
 .../unittest/test_meta_schedule_tune_relay.py      |   72 +-
 .../python/unittest/test_meta_schedule_tune_te.py  |    5 +-
 .../python/unittest/test_meta_schedule_tune_tir.py |   14 +-
 .../python/unittest/test_target_codegen_opencl.py  |   37 +
 tests/python/unittest/test_te_create_primfunc.py   |   18 +-
 .../unittest/test_tir_schedule_compute_inline.py   |   44 +
 tests/python/unittest/test_tir_schedule_rfactor.py |   63 +-
 .../python/unittest/test_tir_schedule_tensorize.py |   50 +
 .../test_tir_transform_extract_constants.py        |    2 +
 tests/python/unittest/test_transform_layout.py     |   30 +
 tests/scripts/task_build.py                        |    5 +-
 tests/scripts/task_config_build_hexagon.sh         |    3 +-
 tests/scripts/task_python_frontend.sh              |    3 +
 135 files changed, 6463 insertions(+), 1761 deletions(-)
 create mode 100644 apps/hexagon_launcher/CMakeLists.txt
 create mode 100644 python/tvm/relay/frontend/oneflow.py
 create mode 100644 python/tvm/tir/tensor_intrin/dot_product_common.py
 create mode 100644 python/tvm/tir/tensor_intrin/rocm.py
 create mode 100644 src/meta_schedule/schedule_rule/multi_level_tiling.h
 create mode 100644 src/runtime/vulkan/vulkan_amdrgp.cc
 copy src/runtime/vulkan/{vulkan_module.h => vulkan_amdrgp.h} (54%)
 create mode 100644 
tests/python/contrib/test_arm_compute_lib/test_concatenate.py
 create mode 100644 tests/python/contrib/test_hexagon/benchmark_hexagon.py
 create mode 100644 tests/python/frontend/oneflow/test_forward.py

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