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

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


    omit 9bb026e  cleanup
    omit 39d2a03  Add @slow decorator to run tests on `main`
     add 5956125  [ONNX] only broadcast matmul if the shape has changed (#10321)
     add b5f1dab  [TIR] Tir constants integration into compilation pipeline 
(#8509)
     add 27d9960  Simple workaround for PyTorch symbol crash problem in meta 
schedule test (#10342)
     add 97648d8  add reading of nRF5340 DK product ID to determine which COM 
port to use (#10304)
     add 6c6e873  [ARM_CPU] Conv2d int8 intrinsic for cortex-A72 (#10310)
     add dcebd4d  [CI][Hexagon] Add Hexagon Tests to pipeline (#10302)
     add 270c1b3  [TIR] Misc minor updates (#10335)
     add 0abb1bd  [CUBLAS] Fix cublas batch matmul strategy plevel (#10351)
     add 70cc2ab  [CI] Re-introduce redirect follow and update hash for Boost 
download (#10343)
     add faa2e6a  Add per channel quantization to QLinearConv and fix related 
bugs (#10354)
     add c338299  [CI] Fix Flaky Test `test_task_scheduler_gradient` (#10360)
     add 8947729  [TOPI] VNNI support for batch matmul (#10332)
     add d3d8715  [TIR] TIR Schedule Misc Update (#10341)
     add d8f639a  [AOT] BugFix of workspace calculation (#10337)
     add 1cd42e8  [runtime] Improved log information with function signature 
(#10326)
     add cc82214  refactored GraphProto.from_onnx into smaller functions 
(#10267)
     add fbea569  [skip ci] Fix onnx frontend lint (#10363)
     add c5baa59  [COMMUNITY] csullivan -> Committer (#10364)
     add 0c210fc  [BUGFIX][ARITH] Fix FloorMod Simplifier (#10336)
     add b329544  [Lint] Fix Pylint Issues (#10358)
     add d295ea6  [TIR][Transform] relax LoopPartition restriction that the 
intersection of all conditions can not be none. (#10340)
     add d110aa1  [ETHOSN] Improved identification of driver library version 
(#10285)
     add 25cc311  [ETHOSN] Stricter data type conversion checks (#10271)
     add f1ff61a  [microNPU][4] Add the cascader Proposal generator (#9959)
     add 4102ebf  [Runtime][Pipeline Executor] multiple threads management and 
the data forwarding notification mechanism. (#10234)
     add cb7f773  [Hexagon] RPC server/client for simulator (#10361)
     add 7e2467a  [TIR, Relay] improve bfloat16 support (#10112)
     add 35df464  [ci] Check more events before pinging reviewers (#10208)
     add dcbdedd  Lower cache_read and cache_write to Hexagon DMA via tensorize 
(#10365)
     add d9fac4f  [microNPU] adding more tests with USMP (#10362)
     add 308d320a [RELAY] [VIRTUALDEVICE] Change syntax for device planning and 
store parameter virtual devices in virtual_device_ field (#10352)
     add d62a364  [VirtualMachine] new method allowing to set one input tensor 
by its index or name (#10293)
     add 07ad977  [Hexagon] Replace strlen in constant initialization with 
sizeof (#10381)
     add 221329f  check to avoid crash in opt_level=0 vm build (#10347)
     add 329d8a5  [DOCS] Add how to contribute TVM docs with images. (#10287)
     add b31a5cc  [MetaSchedule] Update Tuning Interfaces. (#10367)
     add 920654c  [Bugfix][TVMScript] Convert BufferSlice to BufferLoad when 
used as range/loop start and end (#10370)
     add 8b30198  [FIX,PROFILING] Add extra precision to numbers when 
serializing to json (#10392)
     add 37f7e57  Fix plint error. (#10394)
     add 4a9db23  meta schedule misc update (#10389)
     add 01f306f  Fix tvmc run error message when inputs aren't found. (#10017)
     add 784618e  [Runtime][PipelineExecutor] Polish the name and comments of 
variable. (#10395)
     add 40f881b  Enable groups argument for conv2d_transpose on the cudnn 
backend (#10396)
     add b7caa12  Fixed a bug in the convert_fully_connected() function (#10371)
     add 9ca2139  [TensorIR] Renormalize split pattern (#10401)
     add 7127296  [MetaSchedule] Arithmetic analysis (#10403)
     add 5b5d969  Add @slow decorator to run tests on `main` (#10057)
     add b56770b  [microTVM] Zephyr: refactor _find_openocd_serial_port (#10346)
     add b55997d  [microTVM][RVM] Skip USB device attach if device is already 
attached (#8737)
     add b72e115  Realize the function op during forward rewrite (#10410)
     add 92a80e9  [ci][1/2] Shard `frontend: GPU` job into 2 jobs (#10413)
     add 111b2da  RelayViz Graphviz renderer (#10400)
     add 5e353d5  [Runtime][ThreadPool]Refactor affinity function and support 
CPU affinity list setting. (#9802)
     add d101c50  [CI][1/2] Update the Python version of pyxir (#10406)
     add bd14a4d  Modify debug output (#10372)
     new 977bdd3  Upgrade tensorflow to version to 2.6.x

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Summary of changes:
 CONTRIBUTORS.md                                    |    1 +
 Jenkinsfile                                        |   29 +
 apps/hexagon_api/CMakeLists.txt                    |   29 +-
 .../template_project/src/example_project/model.c   |    2 +-
 apps/microtvm/reference-vm/base-box-tool.py        |   29 +-
 apps/microtvm/zephyr/template_project/boards.json  |    4 +-
 .../zephyr/template_project/microtvm_api_server.py |   90 +-
 apps/microtvm/zephyr_cmsisnn/src/main.c            |    2 +-
 cmake/modules/Hexagon.cmake                        |   34 +-
 cmake/utils/FindEthosN.cmake                       |   11 +-
 docker/install/ubuntu1804_install_python.sh        |    4 +-
 docker/install/ubuntu_install_boost.sh             |    4 +-
 docker/install/ubuntu_install_tensorflow.sh        |    6 +-
 .../install/ubuntu_install_vitis_ai_packages_ci.sh |    2 +-
 docs/contribute/document.rst                       |   18 +
 docs/reference/api/python/contrib.rst              |    4 +-
 gallery/how_to/work_with_relay/using_relay_viz.py  |    2 +
 include/tvm/ir/function.h                          |   10 -
 include/tvm/ir/module.h                            |   42 +
 include/tvm/ir/transform.h                         |   59 +-
 include/tvm/meta_schedule/builder.h                |    4 +-
 include/tvm/meta_schedule/tune_context.h           |    2 +
 include/tvm/node/structural_hash.h                 |    9 +
 include/tvm/relay/executor.h                       |    7 +-
 include/tvm/relay/interpreter.h                    |    4 +-
 include/tvm/relay/runtime.h                        |    2 +
 include/tvm/relay/transform.h                      |   17 +
 include/tvm/runtime/module.h                       |    2 -
 include/tvm/runtime/packed_func.h                  |  238 +++-
 include/tvm/runtime/registry.h                     |    5 +-
 include/tvm/runtime/threading_backend.h            |   48 +-
 include/tvm/runtime/vm/executable.h                |    7 +
 include/tvm/runtime/vm/vm.h                        |   55 +-
 include/tvm/target/virtual_device.h                |    2 +-
 include/tvm/tir/builtin.h                          |    7 +
 include/tvm/tir/function.h                         |   38 +-
 include/tvm/tir/op.h                               |   16 +-
 include/tvm/tir/stmt.h                             |   98 +-
 include/tvm/tir/stmt_functor.h                     |    4 +
 include/tvm/tir/transform.h                        |   16 +
 include/tvm/tir/var.h                              |    2 +-
 python/tvm/autotvm/tuner/tuner.py                  |   18 +-
 python/tvm/contrib/cudnn.py                        |    8 +-
 python/tvm/contrib/ethosu/cascader/proposal.py     |  106 ++
 .../contrib/ethosu/cascader/proposal_generator.py  |   58 +
 python/tvm/contrib/hexagon/session.py              |    2 +
 python/tvm/contrib/pipeline_executor.py            |   16 +-
 python/tvm/contrib/relay_viz/__init__.py           |   10 +-
 python/tvm/contrib/relay_viz/dot.py                |  221 ++++
 python/tvm/contrib/relay_viz/interface.py          |   10 +-
 python/tvm/contrib/relay_viz/terminal.py           |    5 +-
 python/tvm/driver/tvmc/runner.py                   |    2 +-
 python/tvm/meta_schedule/builder/builder.py        |    1 +
 python/tvm/meta_schedule/builder/local_builder.py  |    7 +-
 python/tvm/meta_schedule/cost_model/xgb_model.py   |    4 +-
 python/tvm/meta_schedule/integration.py            |    6 +-
 python/tvm/meta_schedule/tune.py                   |  229 ++--
 .../relay/backend/contrib/ethosu/tir/compiler.py   |    4 +-
 .../backend/contrib/ethosu/tir_to_cs_translator.py |    5 +-
 python/tvm/relay/backend/te_compiler.py            |    2 +
 python/tvm/relay/frontend/onnx.py                  |  128 +-
 python/tvm/relay/frontend/qnn_torch.py             |    1 +
 python/tvm/relay/frontend/tflite.py                |    4 +-
 python/tvm/relay/op/strategy/arm_cpu.py            |   36 +-
 python/tvm/relay/op/strategy/cuda.py               |   14 +-
 python/tvm/relay/qnn/op/legalizations.py           |    4 +-
 python/tvm/runtime/vm.py                           |   25 +
 python/tvm/script/parser.py                        |    5 +-
 python/tvm/script/tir/node.py                      |    3 +-
 python/tvm/script/tir/scope_handler.py             |   64 +-
 python/tvm/te/__init__.py                          |    2 +-
 python/tvm/te/operation.py                         |   22 +
 python/tvm/tir/__init__.py                         |   11 +-
 python/tvm/tir/stmt.py                             |   34 +
 python/tvm/tir/transform/transform.py              |   22 +
 python/tvm/topi/arm_cpu/arm_utils.py               |    6 +
 python/tvm/topi/arm_cpu/conv2d_alter_op.py         |  105 +-
 python/tvm/topi/arm_cpu/conv2d_int8.py             |  135 +-
 python/tvm/topi/arm_cpu/injective.py               |    2 +-
 python/tvm/topi/arm_cpu/tensor_intrin.py           |  134 +-
 python/tvm/topi/cuda/conv2d_transpose.py           |    6 +-
 python/tvm/topi/generic/conv2d.py                  |  236 +++-
 python/tvm/topi/nn/dense.py                        |   23 +-
 python/tvm/topi/x86/batch_matmul.py                |   73 +-
 python/tvm/topi/x86/conv2d_alter_op.py             |  118 +-
 python/tvm/topi/x86/dense.py                       |   13 +-
 python/tvm/topi/x86/dense_alter_op.py              |   56 +-
 src/arith/canonical_simplify.cc                    |   14 +-
 src/arith/iter_affine_map.cc                       |  175 +--
 src/arith/modular_set.cc                           |   12 +
 src/arith/rewrite_simplify.cc                      |   14 +-
 src/auto_scheduler/feature.cc                      |   20 +-
 src/autotvm/touch_extractor.h                      |   20 +-
 src/contrib/ethosu/cascader/pareto.cc              |   27 +
 src/contrib/ethosu/cascader/pareto.h               |    4 +
 src/contrib/ethosu/cascader/proposal.cc            |   82 ++
 src/contrib/ethosu/cascader/proposal.h             |  105 ++
 src/contrib/ethosu/cascader/proposal_generator.cc  |  219 ++++
 src/contrib/ethosu/cascader/proposal_generator.h   |   86 ++
 src/contrib/hybrid/codegen_hybrid.cc               |    3 +
 src/driver/driver_api.cc                           |    1 +
 src/ir/module.cc                                   |    7 +
 src/ir/transform.cc                                |   56 -
 src/node/structural_hash.cc                        |   68 +-
 src/parser/parser.cc                               |   42 +-
 src/printer/relay_text_printer.cc                  |    7 +-
 src/printer/text_printer.h                         |    2 +
 src/printer/tir_text_printer.cc                    |   13 +
 src/printer/tvmscript_printer.cc                   |   72 +-
 src/relay/backend/aot_executor_codegen.cc          |  103 +-
 src/relay/backend/build_module.cc                  |   29 +-
 src/relay/backend/contrib/codegen_c/codegen_c.h    |    2 +
 src/relay/backend/contrib/ethosn/codegen.cc        |    2 +
 src/relay/backend/contrib/ethosn/ethosn_api.cc     |   32 +-
 src/relay/backend/contrib/ethosn/ethosn_api.h      |    7 +-
 src/relay/backend/executor.cc                      |    1 +
 src/relay/backend/interpreter.cc                   |    5 +-
 src/relay/backend/te_compiler.cc                   |   10 +-
 src/relay/backend/te_compiler_cache.cc             |   67 +-
 src/relay/backend/te_compiler_cache.h              |    4 +-
 src/relay/backend/utils.h                          |    9 +-
 src/relay/backend/vm/compiler.cc                   |   18 +-
 src/relay/backend/vm/lambda_lift.cc                |    9 +-
 src/relay/ir/expr_functor.cc                       |   46 +-
 src/relay/ir/transform.cc                          |    2 +-
 src/relay/op/memory/on_device.cc                   |   44 +-
 src/relay/op/memory/on_device.h                    |   27 -
 src/relay/op/nn/nn.cc                              |    3 +-
 src/relay/transforms/device_aware_visitors.cc      |   16 +-
 src/relay/transforms/device_aware_visitors.h       |    6 +-
 src/relay/transforms/device_planner.cc             |   48 +-
 src/relay/transforms/fold_constant.cc              |    7 +-
 src/relay/transforms/forward_rewrite.cc            |    3 +
 src/relay/transforms/fuse_ops.cc                   |   41 +-
 src/relay/transforms/memory_alloc.cc               |    3 +
 src/relay/transforms/pattern_utils.h               |   26 +
 src/relay/transforms/split_args.cc                 |    3 +-
 src/relay/transforms/to_a_normal_form.cc           |    6 +-
 src/runtime/crt/common/packed_func.c               |    3 +
 src/runtime/hexagon/hexagon/hexagon_buffer.cc      |    2 +-
 .../hexagon/hexagon/hexagon_device_api_v2.cc       |   12 +
 .../hexagon/rpc/simulator/hexagon_sim_proto.h      |   75 ++
 src/runtime/hexagon/rpc/simulator/rpc_server.cc    |  319 +++++
 src/runtime/hexagon/rpc/simulator/session.cc       | 1322 ++++++++++++++++++++
 src/runtime/pipeline/pipeline_executor.cc          |   16 +-
 src/runtime/pipeline/pipeline_executor.h           |    8 +-
 src/runtime/pipeline/pipeline_scheduler.cc         |   18 +-
 src/runtime/pipeline/pipeline_scheduler.h          |    4 -
 src/runtime/pipeline/pipeline_struct.h             |  299 ++++-
 src/runtime/profiling.cc                           |    6 +-
 src/runtime/thread_pool.cc                         |   38 +-
 src/runtime/threading_backend.cc                   |  251 ++--
 src/runtime/vm/bytecode.cc                         |    3 +
 src/runtime/vm/executable.cc                       |   25 +-
 src/runtime/vm/vm.cc                               |  122 +-
 src/target/llvm/codegen_amdgpu.cc                  |    2 +-
 src/target/llvm/codegen_llvm.cc                    |   13 +-
 src/target/llvm/codegen_llvm.h                     |    1 +
 src/target/llvm/codegen_nvptx.cc                   |    2 +-
 src/target/source/codegen_c.cc                     |   34 +-
 src/target/source/codegen_c.h                      |    6 +
 src/target/source/codegen_c_host.cc                |   75 +-
 src/target/source/codegen_c_host.h                 |    4 -
 src/target/source/codegen_cuda.cc                  |    2 +-
 src/target/source/codegen_opencl.cc                |    3 +-
 src/target/source/codegen_opencl.h                 |    2 +-
 src/target/source/codegen_params.cc                |   16 +-
 src/target/source/intrin_rule_cuda.cc              |    9 +-
 src/target/source/source_module.cc                 |    2 +-
 src/target/spirv/codegen_spirv.cc                  |    2 +-
 src/tir/analysis/verify_gpu_code.cc                |    4 +-
 src/tir/ir/function.cc                             |    8 -
 src/tir/ir/stmt.cc                                 |   79 +-
 src/tir/ir/stmt_functor.cc                         |   19 +
 src/tir/op/builtin.cc                              |    3 +
 src/tir/op/op.cc                                   |   14 +
 src/tir/schedule/instruction_traits.h              |   13 +
 src/tir/schedule/primitive/loop_transformation.cc  |   16 +-
 src/tir/transforms/arg_binder.cc                   |    3 +-
 src/tir/transforms/bf16_legalize.cc                |  115 +-
 src/tir/transforms/bind_params.cc                  |  133 ++
 src/tir/transforms/extract_constants.cc            |  115 ++
 src/tir/transforms/loop_partition.cc               |   35 +-
 src/tir/transforms/lower_tvm_builtin.cc            |   18 +-
 src/tir/transforms/lower_warp_memory.cc            |    2 +-
 .../merge_dynamic_shared_memory_allocations.cc     |    2 +-
 src/tir/transforms/renormalize_split_pattern.cc    |  212 ++++
 src/tir/transforms/split_host_device.cc            |    5 +
 src/tir/transforms/storage_flatten.cc              |    2 +-
 src/tir/transforms/storage_rewrite.cc              |   33 +-
 src/tir/usmp/transform/assign_pool_info.cc         |    4 +-
 .../convert_pool_allocations_to_offsets.cc         |    2 +-
 src/tir/usmp/unified_static_memory_planner.cc      |    4 +-
 src/tir/usmp/utils.cc                              |    2 +-
 tests/cpp/ir_functor_test.cc                       |    5 +-
 tests/cpp/threading_backend_test.cc                |  130 +-
 tests/lint/python_format.sh                        |    4 +-
 .../contrib/test_ethosn/test_depth_to_space.py     |    2 +-
 tests/python/contrib/test_ethosn/test_networks.py  |    3 +-
 tests/python/contrib/test_ethosn/test_split.py     |    3 +-
 .../contrib/test_ethosu/cascader/conftest.py       |  397 ++++++
 .../cascader/test_proposal_generator.py            |  139 ++
 tests/python/contrib/test_ethosu/infra.py          |    5 +-
 tests/python/contrib/test_ethosu/test_networks.py  |   81 +-
 tests/python/contrib/test_hexagon/conftest.py      |   75 +-
 tests/python/contrib/test_hexagon/rpc/__init__.py  |   18 -
 tests/python/contrib/test_hexagon/rpc/conftest.py  |   31 -
 .../contrib/test_hexagon/test_cache_read_write.py  |  135 ++
 .../test_hexagon/{rpc => }/test_launcher.md        |   25 +-
 .../test_hexagon/{rpc => }/test_launcher.py        |   28 +-
 tests/python/frontend/onnx/test_forward.py         |   36 +-
 tests/python/frontend/pytorch/test_forward.py      |   13 +-
 tests/python/relay/aot/aot_test_utils.py           |   99 +-
 tests/python/relay/aot/test_c_device_api.py        |    4 +-
 tests/python/relay/aot/test_crt_aot.py             |   80 +-
 tests/python/relay/aot/test_crt_aot_usmp.py        |   28 +-
 .../python/relay/op/annotation/test_annotation.py  |   12 -
 tests/python/relay/test_cpp_build_module.py        |   40 +
 tests/python/relay/test_op_level1.py               |   46 +-
 tests/python/relay/test_op_level10.py              |   45 +-
 tests/python/relay/test_pass_alter_op_layout.py    |   13 +
 .../test_pass_fake_quantization_to_integer.py      |    4 +-
 tests/python/relay/test_pass_fold_constant.py      |   21 +-
 tests/python/relay/test_pass_fuse_ops.py           |   41 +-
 tests/python/relay/test_pass_plan_devices.py       |  207 ++-
 tests/python/relay/test_pipeline_executor.py       |   15 +-
 tests/python/relay/test_vm.py                      |  149 +++
 tests/python/topi/python/test_topi_conv2d_int8.py  |  125 +-
 .../unittest/test_arith_canonical_simplify.py      |    1 +
 tests/python/unittest/test_arith_intset.py         |    5 +-
 .../python/unittest/test_arith_iter_affine_map.py  |    2 +-
 tests/python/unittest/test_arith_modular_set.py    |    9 +
 .../python/unittest/test_arith_rewrite_simplify.py |    5 +
 .../unittest/test_auto_scheduler_task_scheduler.py |    2 +-
 tests/python/unittest/test_ci.py                   |   32 +-
 tests/python/unittest/test_link_params.py          |   37 +-
 ...meta_schedule_postproc_rewrite_unbound_block.py |    4 +-
 ...chedule_schedule_rule_cross_thread_reduction.py |   16 +-
 ...ta_schedule_schedule_rule_multi_level_tiling.py |   20 +-
 ...hedule_schedule_rule_random_compute_location.py |    2 +-
 .../unittest/test_meta_schedule_tune_relay.py      |    5 +
 .../python/unittest/test_meta_schedule_tune_tir.py |    6 +-
 .../unittest/test_micro_model_library_format.py    |   24 +-
 tests/python/unittest/test_te_schedule_ops.py      |    6 +
 tests/python/unittest/test_tir_nodes.py            |    7 +-
 .../unittest/test_tir_schedule_split_fuse.py       |   18 +-
 tests/python/unittest/test_tir_schedule_trace.py   |   31 +
 .../test_tir_transform_extract_constants.py        |   64 +
 .../unittest/test_tir_transform_loop_partition.py  |   74 ++
 ...test_tir_transform_renormalize_split_pattern.py |  119 ++
 ...ransform_convert_pool_allocations_to_offsets.py |   16 +-
 tests/python/unittest/test_tvmscript_roundtrip.py  |   98 ++
 tests/scripts/ping_reviewers.py                    |   74 +-
 tests/scripts/setup-pytest-env.sh                  |    4 +-
 tests/scripts/task_config_build_hexagon.sh         |    7 +-
 tests/scripts/task_demo_microtvm.sh                |    7 +-
 tests/scripts/task_python_frontend.sh              |   69 +-
 ...sk_python_nightly.sh => task_python_hexagon.sh} |    8 +-
 258 files changed, 9005 insertions(+), 1954 deletions(-)
 create mode 100644 python/tvm/contrib/ethosu/cascader/proposal.py
 create mode 100644 python/tvm/contrib/ethosu/cascader/proposal_generator.py
 create mode 100644 python/tvm/contrib/relay_viz/dot.py
 create mode 100644 src/contrib/ethosu/cascader/proposal.cc
 create mode 100644 src/contrib/ethosu/cascader/proposal.h
 create mode 100644 src/contrib/ethosu/cascader/proposal_generator.cc
 create mode 100644 src/contrib/ethosu/cascader/proposal_generator.h
 create mode 100644 src/runtime/hexagon/rpc/simulator/hexagon_sim_proto.h
 create mode 100644 src/runtime/hexagon/rpc/simulator/rpc_server.cc
 create mode 100644 src/runtime/hexagon/rpc/simulator/session.cc
 create mode 100644 src/tir/transforms/bind_params.cc
 create mode 100644 src/tir/transforms/extract_constants.cc
 create mode 100644 src/tir/transforms/renormalize_split_pattern.cc
 create mode 100644 
tests/python/contrib/test_ethosu/cascader/test_proposal_generator.py
 delete mode 100644 tests/python/contrib/test_hexagon/rpc/__init__.py
 delete mode 100644 tests/python/contrib/test_hexagon/rpc/conftest.py
 create mode 100644 tests/python/contrib/test_hexagon/test_cache_read_write.py
 rename tests/python/contrib/test_hexagon/{rpc => }/test_launcher.md (87%)
 rename tests/python/contrib/test_hexagon/{rpc => }/test_launcher.py (91%)
 create mode 100644 
tests/python/unittest/test_tir_transform_extract_constants.py
 create mode 100644 
tests/python/unittest/test_tir_transform_renormalize_split_pattern.py
 copy tests/scripts/{task_python_nightly.sh => task_python_hexagon.sh} (82%)

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