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

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


    omit 5fbe3be  support explicit padding for NCHW TF padding test
    omit ccf68b7  manage TF memory use in TF1 tests
    omit 5c6ad9a  next try at docker images
    omit 97e230a  skip a test until update complete
    omit ec491a9  try updating docker images again
    omit 6294f4a  disable test until CI update complete
    omit 14dbe8f  Don't force output shape for conv transpose tests, add 1D and 
3D cases
    omit 88481a3  support convtranspose opset 11 autopadding
    omit 88daf65  point jenkins at new docker
    omit 82be50d  add failing onnx tets
    omit bd88ee2  Fix auto-scheduling after 9c6658721 (#8478)
    omit 8a8c9b2  [AMP] Add default op attribute registration to __init__.py 
(#8460)
    omit 11c5b6d  [Relay][Onnx][Frontend] Add RandomUniform converter and tests 
to onnx frontend. (#8426)
    omit 29f789f  [Codegen] Remove compile_enginer header (#8471)
    omit 1a9bcc5  [UnitTests] Minor fixes to unit tests for cudnn/vulkan 
targets (#8462)
    omit bbba5da  [COMMUNITY] comaniac added as new PMC member (#8470)
    omit e1b3ff4  [Relay][Frontend][ONNX] Add ConvInteger support. (#8456)
    omit f15be8b  [RPC] Fix cpp_rpc connection to rpc_tracker (#8388)
    omit a425d265 [Docs] Corrected typo in googletest build instructions. 
(#8459)
    omit c16d61b  [Fix] Remove unused variable in GraphExecutorCodegen (#8465)
    omit 5c1a1cf  [CUDA] Improve injective schedule to enable half2 (#8457)
    omit 73b38e8  [Fix] Explicitly retain `__hash__` of `StringImm` (#8449)
    omit 1a26733  [Refactor] Enforce attaching storage scope to PointerType 
(#8366)
    omit f62917e  [TOPI] Add support for arbitrary dtypes to CSRMV and CSRMM 
(#8437)
    omit 136f218  [Relay][ONNX] Batch_matmul to dense optimization (#8440)
    omit d67514b  [PROFILING] Use PAPI to collect hardware performance counters 
on CPU and CUDA (#7983)
    omit 957cc12  [Relay] Modify create_executor to pass params (#8418)
    omit 80f48c7  [microTVM] Fix Stack Size Issue for Zephyr AOT Demo on 
Physical Hardware (#8453)
    omit 807373c  Add qnn batch_matmul operator (#8401)
    omit d043cb9  [BugFix][TOPI] Fix the integer overflow problem of the 
scatter_nd op. (#8415)
    omit 62adc77  [MyPy] Extend type checking and annotation for TIR (#8429)
    omit cd5a20e  [COMMUNITY] @junrushao1994 -> PMC (#8450)
    omit c81d533  [Bugfix] Fix broadcast type func with incomplete type (#8438)
    omit 15bdf28  Fix address and port reported by android_rpc to tracker 
(#8405)
    omit 1d7a9e9  [ROCM] Fix undefined symbols by adding library (#8446)
    omit 3424005  [Relay to onnx conversion][New ops] (#8436)
    omit c3558a1  [Relay to onnx conversion fixes][Pool, Pad] (#8435)
    omit 3a9a388  fix wrong log of tir pass VerifyMemory (#8445)
    omit 972d7b5  [Relay] Add support of conv2d with NHWC for Bifrost (#8430)
    omit 59b204d  [microTVM][RVM] Fix clock skew on virtualbox (#8395)
    omit bdfbc86  fix flaky TF test (#8431)
    omit 6141cac  Replace RuntimeError in _lookup_task with deferred error. 
(#8421)
    omit 513fcf4  [TVMSCRIPT] TVMScript Parser support BufferSlice indices 
(#8408)
    omit f692fc7  Improve XGBTuner document (#8428)
    omit e51f5bb  [TOPI] Bugfix for topi.prod (#8416)
    omit 683c5eb  [Arith] Simplify MatchFusePattern in InverseAffineMap (#8427)
    omit 0fa4396  [CUDA] dense_tensorcore/batch_matmul_tensorcore support 
int8/int4 (#8402)
    omit e934b7e  [Doc] Fix Relay pattern rewrite (#8425)
    omit 4b67e9d  [Bug] Fix x86 dense schedule extern ops (#8420)
    omit 53cb8aa  [Frontend] Check LLVM enabled/installed (#8414)
    omit ee65ab7  [PyLint] Minor updates to pass pylint locally. (#8424)
    omit e7c5349  [Relay] Add support of conv2d with NHWC for Mali (#8422)
    omit e3e03df  [microTVM] Add fixture to zephyr test (#8393)
    omit 0b39af7  [Relay] Fix index order in conv2d computation for Arm CPU. 
(#8361)
    omit 9c66587  Refactor the compile engine into a cleaner interface. (#7518)
    omit 8fb4cdf  Revert "Actually add Compute Library tests to the Jenkins 
File (#8394)" (#8400)
    omit a4775c2  [DOCS] Add docs for Pass Instrument (#8220)
    omit 2628179  [ONNX] Wrap 'If' if it has multiple outputs (#8385)
    omit bd5cd9f  [Fix] Update stale relay.Module API in docs/comments (#8411)
    omit bbfc52c  Cleanup more uses of np.bool and np.int. (#8399)
    omit 6bcad2e  fix storage rewrite index remap (#8338)
    omit ec47129  add aten::masked_fill_ in pytorch frontend (#8403)
    omit 6a3d950  [Docs] Fix for broken link in apps for wasm-standalone dir 
(#8045)
    omit d3fc562  [Relay][TOPI] Resize 1D (#8346)
    omit d17f753  Support aten::flip (#8398)
    omit a00d211  Actually add Compute Library tests to the Jenkins File (#8394)
    omit e32d47e  [Arith] Inverse affine map (#8384)
    omit e19e979  [Torch] Remove unused conversion (#8397)
    omit 7e3f068  [microTVM] Add Nucleo stm32l4r5zi board to zephyr (#8386)
    omit 2e3d617  macOS is now supported (#8396)
    omit 970aeff  Add "operator" style to Model Library Format (#8072)
    omit 354d996  Add missing annotation for requires_gpu in test_topi_dense.py 
Requires GPU (#8387)
    omit 7b898d0  Fix np.int and np.float usage in the tree. (#8389)
    omit 22204be  fix keras install (#8391)
    omit ab01abc  [BugFix][Relay] Fix type relation for batch_matmul (#8376)
    omit 6f600f1  [Refactor] Remove dead code from depthwise_conv2d for Intel 
graphics (#8381)
    omit 29e958d  [TIR][TVMScript] specialize (#8354)
    omit 9112b6e  Allow tvmc to compile models with AOT executor in MLF (#8331)
    omit 2e47947  [cuDNN] Add support for log_softmax (#8369)
    omit a66186b  [FIX] Fix depthwise conv2d on non-cuda GPU platforms (#8379)
    omit 7504a9c  fix ci-arm build process (#8377)
    omit 578f617  [Tuning] Allow multiprocessing spawn to work (on macOS llvm 
at least) (#8363)
    omit c989e4a  [Metal] Add pass for splitting kernel with huge number of 
args (#8313)
    omit 39e1ffe  Support QLinearAdd from onnx runtime com.microsoft contrib 
ops. (#8305)
    omit 1d64fa5  Update the tvmc tutorial with additional requirements (#8334)
    omit 073becd  [MyPy] Minimal type checking on TIR schedule (#8367)
    omit 8d4df91  Fix issue with importing models using Tensorflow Lite 2.4.x 
schema (#8375)
    omit 6d1ced0  [Matmul] Add matmul op (#8234)
    omit faadb7d  [FIX] Detect like cores by looking at scaling_max_freq 
instead of (#8370)
    omit b1a946b  [Vulkan][Unittests] Add parametrization to vulkan unit tests. 
(#8348)
    omit 9ed593e  [Unittests] Added a meta-test for tvm.testing.fixture 
behavior in case of a broken fixture. (#8343)
    omit 4284e32  Fix compute library installation on AArch64 (#8371)
    omit aa6fd43  [Build] Add CUDA_VERSION and GIT_COMMIT_TIME (#8372)
    omit ae58f2c  [Topi][Unittests] Parametrized tests in `test_topi_dense.py`, 
split out gpu-independent implementations (#8336)
    omit c8f54f9  [Bugfix, CuDNN] fix segfault when cudnnDestroy called with 
destroyed cuda context (#8267)
     add bd6ba1f  See if this fixes CI problem
     add 2b93e2e  add onnx to CPU tests
     add 5d0afb0  Add uses_gpu to onnx node tests
     add 9fc03b9  Change jenkinsfile

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Summary of changes:
 CMakeLists.txt                                     |    2 -
 CONTRIBUTORS.md                                    |    4 +-
 Jenkinsfile                                        |    8 +-
 apps/README.md                                     |    2 +-
 apps/cpp_rpc/rpc_env.cc                            |    9 +-
 apps/cpp_rpc/rpc_server.cc                         |    2 +-
 apps/cpp_rpc/rpc_tracker_client.h                  |   15 +-
 apps/microtvm/reference-vm/zephyr/Vagrantfile      |    1 -
 .../zephyr/aot_demo/boards/nucleo_l4r5zi.conf      |   31 -
 apps/microtvm/zephyr/aot_demo/src/zephyr_uart.c    |    6 -
 .../zephyr/host_driven/boards/nucleo_l4r5zi.conf   |   31 -
 cmake/modules/CUDA.cmake                           |    2 +-
 cmake/modules/Git.cmake                            |   15 -
 cmake/modules/LibInfo.cmake                        |    8 -
 cmake/modules/ROCM.cmake                           |    3 -
 cmake/modules/contrib/PAPI.cmake                   |   25 -
 cmake/utils/FindROCM.cmake                         |    1 -
 .../ubuntu_download_arm_compute_lib_binaries.sh    |    2 +-
 docker/install/ubuntu_install_tensorflow.sh        |    2 +-
 docs/api/python/ir.rst                             |    8 -
 docs/conf.py                                       |    7 +-
 docs/dev/inferbound.rst                            |    2 +
 docs/dev/pass_infra.rst                            |  225 +---
 docs/index.rst                                     |    1 -
 docs/install/from_source.rst                       |    2 +-
 docs/langref/relay_expr.rst                        |    2 +-
 docs/langref/relay_op.rst                          |    4 +-
 docs/langref/relay_pattern.rst                     |    6 +-
 docs/profiling/index.rst                           |   24 -
 docs/profiling/papi.rst                            |  114 --
 include/tvm/arith/iter_affine_map.h                |   21 -
 include/tvm/relay/attrs/annotation.h               |   12 -
 include/tvm/relay/attrs/image.h                    |  107 +-
 include/tvm/relay/attrs/nn.h                       |   26 -
 include/tvm/relay/transform.h                      |    7 -
 include/tvm/runtime/contrib/papi.h                 |   46 -
 include/tvm/runtime/profiling.h                    |  102 +-
 include/tvm/runtime/threading_backend.h            |    8 -
 include/tvm/te/operation.h                         |   15 +-
 include/tvm/tir/analysis.h                         |    2 +-
 include/tvm/tir/buffer.h                           |    4 +-
 include/tvm/tir/function.h                         |   38 -
 include/tvm/tir/stmt.h                             |    9 +-
 .../tvm/rpc/ConnectTrackerServerProcessor.java     |    4 +-
 mypy.ini                                           |   20 +-
 python/tvm/arith/__init__.py                       |    7 +-
 python/tvm/arith/iter_affine_map.py                |   27 -
 python/tvm/auto_scheduler/relay_integration.py     |   10 -
 python/tvm/auto_scheduler/task_scheduler.py        |    4 +-
 python/tvm/autotvm/measure/measure_methods.py      |   63 +-
 python/tvm/autotvm/task/task.py                    |   31 +-
 python/tvm/autotvm/tuner/xgboost_tuner.py          |    4 +-
 python/tvm/contrib/cudnn.py                        |   26 -
 python/tvm/contrib/debugger/debug_executor.py      |    9 +-
 python/tvm/contrib/target/onnx.py                  |   46 +-
 python/tvm/contrib/utils.py                        |   13 -
 python/tvm/driver/build_module.py                  |   29 +-
 python/tvm/driver/tvmc/common.py                   |    4 +-
 python/tvm/driver/tvmc/compiler.py                 |    6 +-
 python/tvm/driver/tvmc/frontends.py                |    2 +-
 python/tvm/driver/tvmc/model.py                    |   13 +-
 python/tvm/ir/instrument.py                        |   24 +-
 python/tvm/ir/transform.py                         |    4 +-
 python/tvm/micro/contrib/zephyr.py                 |    1 -
 python/tvm/micro/model_library_format.py           |  208 +---
 python/tvm/relay/analysis/analysis.py              |    2 +-
 python/tvm/relay/backend/compile_engine.py         |    4 +-
 python/tvm/relay/build_module.py                   |   35 +-
 python/tvm/relay/expr.py                           |   24 +-
 python/tvm/relay/frontend/caffe.py                 |    2 +-
 python/tvm/relay/frontend/common.py                |    1 -
 python/tvm/relay/frontend/keras.py                 |    1 -
 python/tvm/relay/frontend/mxnet.py                 |    2 +-
 python/tvm/relay/frontend/onnx.py                  |  305 +----
 python/tvm/relay/frontend/pytorch.py               |   28 +-
 python/tvm/relay/frontend/tensorflow.py            |   19 +-
 python/tvm/relay/frontend/tensorflow_ops.py        |   26 +-
 python/tvm/relay/frontend/tflite.py                |   31 +-
 python/tvm/relay/op/_tensor_grad.py                |   29 -
 python/tvm/relay/op/dyn/image/_image.py            |   26 +-
 python/tvm/relay/op/image/_image.py                |  149 +--
 python/tvm/relay/op/image/image.py                 |  148 +--
 python/tvm/relay/op/nn/_nn.py                      |   65 +-
 python/tvm/relay/op/nn/nn.py                       |   44 -
 python/tvm/relay/op/op_attrs.py                    |   26 +-
 python/tvm/relay/op/strategy/bifrost.py            |    8 -
 python/tvm/relay/op/strategy/cuda.py               |   88 +-
 python/tvm/relay/op/strategy/generic.py            |   51 +-
 python/tvm/relay/op/strategy/hls.py                |   15 +-
 python/tvm/relay/op/strategy/mali.py               |   57 +-
 python/tvm/relay/op/strategy/x86.py                |   93 +-
 python/tvm/relay/qnn/op/qnn.py                     |   38 -
 python/tvm/relay/transform/__init__.py             |    2 +-
 python/tvm/relay/transform/mixed_precision.py      |    9 +-
 python/tvm/relay/transform/transform.py            |   11 -
 python/tvm/runtime/profiler_vm.py                  |    8 +-
 .../{profiling/_ffi_api.py => profiling.py}        |   32 +-
 python/tvm/runtime/profiling/__init__.py           |   85 --
 python/tvm/script/diagnostics.py                   |    3 +-
 python/tvm/script/node.py                          |    6 +-
 python/tvm/script/scope_handler.py                 |    2 +-
 python/tvm/script/special_stmt.py                  |   16 -
 python/tvm/target/target.py                        |   16 +-
 python/tvm/te/hybrid/parser.py                     |    3 +-
 python/tvm/testing.py                              |    2 +-
 python/tvm/tir/analysis/analysis.py                |   34 +-
 python/tvm/tir/buffer.py                           |   12 +-
 python/tvm/tir/data_layout.py                      |   28 +-
 python/tvm/tir/expr.py                             |  158 ++-
 python/tvm/tir/function.py                         |   57 +-
 python/tvm/tir/generic.py                          |   12 +-
 python/tvm/tir/ir_builder.py                       |   13 +-
 python/tvm/tir/op.py                               |   70 +-
 python/tvm/tir/schedule/block_scope.py             |   12 +-
 python/tvm/tir/schedule/schedule.py                |   28 +-
 python/tvm/tir/schedule/state.py                   |   10 +-
 python/tvm/tir/stmt.py                             |   67 +-
 python/tvm/tir/stmt_functor.py                     |    6 +-
 python/tvm/tir/transform/function_pass.py          |   17 +-
 python/tvm/tir/transform/transform.py              |  113 +-
 python/tvm/topi/__init__.py                        |    1 -
 python/tvm/topi/arm_cpu/conv2d_spatial_pack.py     |   17 +-
 python/tvm/topi/cuda/batch_matmul_tensorcore.py    |   83 +-
 python/tvm/topi/cuda/dense.py                      |  237 +++-
 python/tvm/topi/cuda/dense_tensorcore.py           |   81 +-
 python/tvm/topi/cuda/depthwise_conv2d.py           |   10 +-
 python/tvm/topi/cuda/injective.py                  |   36 +-
 python/tvm/topi/cuda/scatter.py                    |    6 +-
 python/tvm/topi/cuda/softmax.py                    |   10 -
 python/tvm/topi/cuda/tensorcore_alter_op.py        |  129 ++-
 python/tvm/topi/generic/nn.py                      |   17 -
 python/tvm/topi/gpu/__init__.py                    |   20 -
 python/tvm/topi/gpu/dense.py                       |  248 ----
 python/tvm/topi/image/resize.py                    | 1197 +++++++++-----------
 python/tvm/topi/intel_graphics/depthwise_conv2d.py |  183 +++
 python/tvm/topi/mali/conv2d.py                     |  124 +-
 python/tvm/topi/nn/batch_matmul.py                 |   28 +-
 python/tvm/topi/nn/dense.py                        |  138 +--
 python/tvm/topi/nn/softmax.py                      |    5 +-
 python/tvm/topi/nn/sparse.py                       |   12 +-
 python/tvm/topi/nn/upsampling.py                   |    6 +-
 python/tvm/topi/random/kernel.py                   |    4 +-
 python/tvm/topi/scan.py                            |    6 +-
 python/tvm/topi/sparse/csrmm.py                    |   15 +-
 python/tvm/topi/sparse/csrmv.py                    |   15 +-
 python/tvm/topi/testing/__init__.py                |    5 +-
 python/tvm/topi/testing/bilinear_resize_python.py  |  105 ++
 python/tvm/topi/testing/dense.py                   |   53 -
 python/tvm/topi/testing/depthwise_conv2d_python.py |   36 +-
 python/tvm/topi/testing/resize_python.py           |  294 -----
 .../tvm/topi/testing/trilinear_resize3d_python.py  |  111 ++
 python/tvm/topi/testing/upsampling_python.py       |  136 +++
 python/tvm/topi/utils.py                           |   10 -
 python/tvm/topi/x86/batch_matmul.py                |   25 +-
 python/tvm/topi/x86/dense.py                       |  103 +-
 rust/tvm/src/ir/relay/attrs/nn.rs                  |   12 -
 src/arith/iter_affine_map.cc                       |  125 --
 src/contrib/hybrid/codegen_hybrid.cc               |    9 +-
 src/contrib/hybrid/codegen_hybrid.h                |    2 +
 src/driver/driver_api.cc                           |   10 +-
 src/printer/model_library_format_printer.cc        |   81 --
 src/printer/text_printer.h                         |   10 -
 src/printer/tir_text_printer.cc                    |   10 -
 src/printer/tvmscript_printer.cc                   |   14 +-
 src/relay/backend/aot_executor_codegen.cc          |   21 +-
 src/relay/backend/build_module.cc                  |    6 -
 src/relay/backend/compile_engine.cc                |  663 ++++++++++-
 src/relay/backend/compile_engine.h                 |  211 +++-
 src/relay/backend/graph_executor_codegen.cc        |  395 ++++---
 src/relay/backend/graph_plan_memory.cc             |   60 +-
 src/relay/backend/interpreter.cc                   |    3 +-
 src/relay/backend/te_compiler.cc                   |  743 ------------
 src/relay/backend/te_compiler.h                    |  196 ----
 src/relay/backend/te_compiler_cache.cc             |  694 ------------
 src/relay/backend/te_compiler_cache.h              |  249 ----
 src/relay/backend/utils.cc                         |   47 -
 src/relay/backend/utils.h                          |    4 -
 src/relay/backend/vm/compiler.cc                   |    7 +-
 src/relay/ir/function.cc                           |   14 +-
 src/relay/op/dyn/image/resize.cc                   |   30 +-
 src/relay/op/image/resize.cc                       |  129 +--
 src/relay/op/make_op.h                             |    9 +-
 src/relay/op/nn/nn.cc                              |   94 +-
 src/relay/op/nn/nn.h                               |  126 +--
 src/relay/op/tensor/transform.cc                   |   10 +-
 src/relay/qnn/op/batch_matmul.cc                   |  216 ----
 src/relay/qnn/op/dense.cc                          |    2 +-
 .../transforms/auto_scheduler_layout_rewrite.cc    |   12 +-
 src/relay/transforms/device_annotation.cc          |   44 +-
 src/relay/transforms/dynamic_to_static.cc          |   10 +-
 src/relay/transforms/memory_alloc.cc               |   13 +-
 src/relay/transforms/split_args.cc                 |   95 --
 src/relay/transforms/type_infer.cc                 |    9 +-
 src/runtime/contrib/cudnn/cudnn_utils.cc           |    6 +-
 src/runtime/contrib/cudnn/softmax.cc               |   91 +-
 src/runtime/contrib/papi/papi.cc                   |  299 -----
 .../graph_executor/debug/graph_executor_debug.cc   |   15 +-
 src/runtime/profiling.cc                           |   98 +-
 src/runtime/thread_pool.cc                         |   38 +-
 src/runtime/thread_storage_scope.h                 |    4 +-
 src/runtime/threading_backend.cc                   |    2 +-
 src/runtime/vm/executable.cc                       |   13 -
 src/runtime/vm/profiler/vm.cc                      |   53 +-
 src/runtime/vm/profiler/vm.h                       |    5 +-
 src/support/libinfo.cc                             |   10 -
 src/target/llvm/codegen_amdgpu.cc                  |    5 +-
 src/target/llvm/codegen_llvm.cc                    |    8 +-
 src/target/llvm/codegen_llvm.h                     |    2 +
 src/target/llvm/codegen_nvptx.cc                   |    6 +-
 src/target/llvm/llvm_module.cc                     |   11 +-
 src/target/source/codegen_c.h                      |    1 -
 src/target/source/codegen_cuda.cc                  |    8 +-
 src/target/source/codegen_metal.cc                 |    9 +-
 src/target/source/codegen_metal.h                  |    3 +-
 src/target/spirv/codegen_spirv.cc                  |   40 +-
 src/target/spirv/codegen_spirv.h                   |    2 +
 src/target/target.cc                               |    3 +
 src/target/target_kind.cc                          |    5 -
 src/te/operation/compute_op.cc                     |    4 +-
 src/te/operation/create_primfunc.cc                |    5 +-
 src/te/operation/cross_thread_reduction.cc         |    5 +-
 src/te/operation/extern_op.cc                      |    4 +-
 src/te/operation/hybrid_op.cc                      |    4 +-
 src/te/operation/placeholder_op.cc                 |    2 +-
 src/te/operation/scan_op.cc                        |    4 +-
 src/te/schedule/schedule_ops.cc                    |   11 +-
 src/te/schedule/schedule_postproc_to_primfunc.cc   |   19 +-
 src/tir/analysis/verify_memory.cc                  |    2 +-
 src/tir/ir/buffer.cc                               |    5 +-
 src/tir/ir/specialize.cc                           |  337 ------
 src/tir/ir/stmt.cc                                 |   17 +-
 src/tir/transforms/ir_utils.cc                     |    6 -
 src/tir/transforms/ir_utils.h                      |    6 -
 src/tir/transforms/legalize_packed_calls.cc        |    2 +-
 src/tir/transforms/lower_thread_allreduce.cc       |   97 +-
 src/tir/transforms/lower_warp_memory.cc            |   12 +-
 src/tir/transforms/storage_access.cc               |   23 +-
 src/tir/transforms/storage_access.h                |    4 +-
 src/tir/transforms/storage_flatten.cc              |   20 +-
 src/tir/transforms/storage_rewrite.cc              |   36 +-
 src/tir/transforms/thread_storage_sync.cc          |   27 +-
 src/tir/transforms/update_pointer_storage_scope.cc |   91 --
 src/tir/transforms/update_pointer_storage_scope.h  |   53 -
 tests/lint/check_file_type.py                      |    2 -
 tests/micro/zephyr/conftest.py                     |    7 +-
 tests/micro/zephyr/test_zephyr.py                  |    7 -
 tests/micro/zephyr/test_zephyr_aot.py              |   10 +-
 tests/python/contrib/test_cudnn.py                 |   30 +-
 tests/python/contrib/test_onnx.py                  |  144 +--
 tests/python/driver/tvmc/conftest.py               |   60 +-
 tests/python/driver/tvmc/test_mlf.py               |   47 +-
 tests/python/driver/tvmc/test_runner.py            |    5 +-
 tests/python/frontend/coreml/test_forward.py       |   11 +-
 tests/python/frontend/onnx/test_forward.py         |  767 ++-----------
 tests/python/frontend/pytorch/test_forward.py      |   20 -
 tests/python/frontend/tensorflow/test_forward.py   |   21 +-
 tests/python/integration/test_tuning.py            |  107 +-
 tests/python/relay/dyn/test_dynamic_op_level2.py   |   33 +-
 tests/python/relay/dyn/test_dynamic_op_level5.py   |   25 +-
 tests/python/relay/test_any.py                     |    8 +-
 .../relay/test_auto_scheduler_task_extraction.py   |    1 -
 tests/python/relay/test_autotvm_task_extraction.py |    2 +-
 tests/python/relay/test_backend_graph_executor.py  |   27 +-
 tests/python/relay/test_op_grad_level2.py          |   17 -
 tests/python/relay/test_op_level1.py               |   63 +-
 tests/python/relay/test_op_level10.py              |   37 +-
 tests/python/relay/test_op_level2.py               |   34 +-
 tests/python/relay/test_op_level4.py               |    6 +-
 tests/python/relay/test_op_level5.py               |   89 +-
 tests/python/relay/test_op_qnn_batch_matmul.py     |  247 ----
 tests/python/relay/test_pass_annotation.py         |   26 +-
 tests/python/relay/test_pass_convert_op_layout.py  |   20 +-
 tests/python/relay/test_pass_dynamic_to_static.py  |   29 +-
 tests/python/relay/test_pass_instrument.py         |    3 +
 .../python/relay/test_pass_legalize_tensorcore.py  |   68 +-
 tests/python/relay/test_pass_split_args.py         |   96 --
 .../python/test_topi_batch_matmul_tensorcore.py    |   67 +-
 tests/python/topi/python/test_topi_conv2d_nhwc.py  |   26 +-
 tests/python/topi/python/test_topi_dense.py        |  211 ++--
 .../topi/python/test_topi_dense_tensorcore.py      |   96 +-
 .../topi/python/test_topi_depthwise_conv2d.py      |  121 +-
 .../test_topi_depthwise_conv2d_back_weight.py      |    4 +-
 tests/python/topi/python/test_topi_image.py        |   74 +-
 tests/python/topi/python/test_topi_matmul.py       |   26 -
 tests/python/topi/python/test_topi_sparse.py       |   35 +-
 tests/python/topi/python/test_topi_upsampling.py   |   32 +-
 .../python/unittest/test_arith_iter_affine_map.py  |   61 -
 .../unittest/test_micro_model_library_format.py    |   68 +-
 tests/python/unittest/test_runtime_profiling.py    |   66 +-
 tests/python/unittest/test_target_codegen_bool.py  |   71 +-
 .../python/unittest/test_target_codegen_device.py  |    2 +-
 .../python/unittest/test_target_codegen_vulkan.py  |  312 +++--
 tests/python/unittest/test_target_target.py        |   22 +-
 tests/python/unittest/test_te_hybrid_script.py     |    4 +-
 .../python/unittest/test_te_schedule_tensorize.py  |    4 +-
 tests/python/unittest/test_te_tensor.py            |    2 +-
 tests/python/unittest/test_tir_nodes.py            |    4 +-
 tests/python/unittest/test_tir_specialize.py       |  199 ----
 .../unittest/test_tir_transform_flatten_buffer.py  |    8 +-
 .../python/unittest/test_tir_transform_hoist_if.py |    2 +-
 .../unittest/test_tir_transform_loop_partition.py  |    4 +-
 .../test_tir_transform_lower_warp_memory.py        |    4 +-
 .../unittest/test_tir_transform_storage_rewrite.py |   42 -
 tests/python/unittest/test_tvm_testing_features.py |   37 +-
 tests/python/unittest/test_tvmscript_complete.py   |   66 --
 .../python/unittest/test_tvmscript_error_report.py |   29 -
 tests/python/unittest/test_tvmscript_roundtrip.py  |    4 +-
 tests/scripts/task_mypy.sh                         |   12 +-
 tests/scripts/task_python_arm_compute_library.sh   |    3 +-
 tests/scripts/task_python_frontend.sh              |    2 +-
 tests/scripts/task_python_frontend_cpu.sh          |    3 +
 tutorials/dev/use_pass_infra.py                    |   14 +-
 tutorials/dev/use_pass_instrument.py               |  372 ------
 tutorials/get_started/tvmc_command_line_driver.py  |   25 +-
 314 files changed, 4734 insertions(+), 12558 deletions(-)
 delete mode 100644 apps/microtvm/zephyr/aot_demo/boards/nucleo_l4r5zi.conf
 delete mode 100644 apps/microtvm/zephyr/host_driven/boards/nucleo_l4r5zi.conf
 delete mode 100644 cmake/modules/contrib/PAPI.cmake
 delete mode 100644 docs/profiling/index.rst
 delete mode 100644 docs/profiling/papi.rst
 delete mode 100644 include/tvm/runtime/contrib/papi.h
 mode change 100755 => 100644 python/tvm/relay/frontend/common.py
 rename python/tvm/runtime/{profiling/_ffi_api.py => profiling.py} (52%)
 delete mode 100644 python/tvm/runtime/profiling/__init__.py
 delete mode 100644 python/tvm/topi/gpu/__init__.py
 delete mode 100644 python/tvm/topi/gpu/dense.py
 create mode 100644 python/tvm/topi/testing/bilinear_resize_python.py
 delete mode 100644 python/tvm/topi/testing/dense.py
 delete mode 100644 python/tvm/topi/testing/resize_python.py
 create mode 100644 python/tvm/topi/testing/trilinear_resize3d_python.py
 create mode 100644 python/tvm/topi/testing/upsampling_python.py
 delete mode 100644 src/printer/model_library_format_printer.cc
 delete mode 100644 src/relay/backend/te_compiler.cc
 delete mode 100644 src/relay/backend/te_compiler.h
 delete mode 100644 src/relay/backend/te_compiler_cache.cc
 delete mode 100644 src/relay/backend/te_compiler_cache.h
 delete mode 100644 src/relay/qnn/op/batch_matmul.cc
 delete mode 100644 src/relay/transforms/split_args.cc
 delete mode 100644 src/runtime/contrib/papi/papi.cc
 delete mode 100644 src/tir/ir/specialize.cc
 delete mode 100644 src/tir/transforms/update_pointer_storage_scope.cc
 delete mode 100644 src/tir/transforms/update_pointer_storage_scope.h
 delete mode 100644 tests/python/relay/test_op_qnn_batch_matmul.py
 delete mode 100644 tests/python/relay/test_pass_split_args.py
 delete mode 100644 tests/python/unittest/test_tir_specialize.py
 delete mode 100644 tutorials/dev/use_pass_instrument.py

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