This is an automated email from the ASF dual-hosted git repository.
tqchen pushed a change to branch unity-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
omit a3f389b4ec [VM] Supporting "compiled" exec mode.
omit ab43ba8ae4 [Unity][Pass] LambdaLift pass (#14012)
omit 85b8a419ab [Unity][Pass] Operator Fusion Passes (#14001)
omit e842690f8a [Unity] NestedMsg Support utility (#13995)
omit a62fcd4470 [Unity] Relax op: manipulation (#13989)
omit dbc81a0d67 [Unity] Relax op: search (#13992)
omit 58bcc122cd [Unity] Relax op: linear algebra (#13988)
omit d79b0682fa [Unity] Relax op: creation (#13984)
omit 9925df67e0 [Unity] Relax op: neural networks (#13993)
omit ac9af7ebc7 [Unity] Relax op: statistical (#13991)
omit 7df7b048bf [Unity] Relax op: arithmetic, comparison (#13983)
omit 3454010052 [Unity] Relax op: image (#13994)
omit c35386efdc [Unity] Relax op: set (#13990)
omit 7ae3d773ed [Unity] Relax op: datatype (#13986)
omit 547d3ac357 [Unity] Relax op: index (#13987)
omit 895fb6cf21 [Unity][TVMScript] Use explicit `R.shape` in TVMScript
(#13979)
omit 202caefb28 [Unity] e2e Relax minimum build flow (#13961)
omit 0e24b127c3 [Unity] Relax VM shape lowering pass (#13956)
omit 3561b631aa [Unity] Relax VM codegen (#13954)
omit aae3011397 [Unity] Relax TVMScript Printer (#13944)
omit 34f2a0df4e [Unity] Relax TVMScript Parser. (#13932)
omit abe2677391 [Unity] Relax BlockBuilder and ExprMutator (#13926)
omit 15f7d55839 [Unity] Basic StructInfo Analysis and Expr construction
(#13916)
omit cd399ed507 [Unity][CI] Unity specific jenkins setup (do not upstream
to main) (#13910)
omit f93d56ccbe [Unity][IR] First-class StructInfo (#13907)
omit 3806a2e348 [Unity] Relax expressions and types (#13901)
omit 50b9504a64 [Unity] Relax VM (#13878)
add f6cebb5d60 [microTVM] additional refactoring for enabling USE_MICRO in
more builds (#13909)
add e516eaaea1 [testing][py_converter] Enhance py_converter to better
support entire modules (#13769)
add affcc11c2e [Keras] Fix importing conv2d_transpose for NHWC layout
(#13998)
add 1e5a830784 [microTVM]Refactor crt_config.h header file generation
(#13955)
add a6f4694bf9 [CI][Flaky] Skip zephyr_qemu-x86 tests that are part of
task_python_microtvm (#14005)
add 967d2bb807 [Build] Fix find_include_path when using TVM python package
(#14007)
add aa927df6b3 [Metaschedule] EvolutionarySearchNode::State constructor
typo fix (#14002)
add e7ad4bc071 [CLML] Changes corresponding to OpenCL workspace
refactorization (#13972)
add 0dd3d4aab6 [ACL][TESTING] Use pytest.mark.parametrize in ACL conv2d
tests (#14011)
add 0c965f442a [ONNX] Support ScatterElements with reduction (#13894)
add d7253fbc7e [TIR] Add cp.async support for tir.if_then_else (#13966)
add d12a636897 Refactor test to make it easier for user to understand how
tensor_intrin works (#14017)
add b1397367fc [FIX][RUNTIME] Convert container with function value type
(#14024)
add a543f6bebf [Arith] Implemented PMatchesOneOf and matches_one_of
(#13933)
add 14bc5e4585 [FIX][TOPI] Clip with IntImm/FloatImm (#14027)
new f4a0323c22 [Unity] Relax VM (#13878)
new 13af1f26fa [Unity] Relax expressions and types (#13901)
new 80a32cb0bc [Unity][IR] First-class StructInfo (#13907)
new ad41f97f00 [Unity][CI] Unity specific jenkins setup (do not upstream
to main) (#13910)
new d56a12aa49 [Unity] Basic StructInfo Analysis and Expr construction
(#13916)
new abdd35aac2 [Unity] Relax BlockBuilder and ExprMutator (#13926)
new 48a3423248 [Unity] Relax TVMScript Parser. (#13932)
new 81ebb3f938 [Unity] Relax TVMScript Printer (#13944)
new 998069c519 [Unity] Relax VM codegen (#13954)
new afe63b9a72 [Unity] Relax VM shape lowering pass (#13956)
new 7c66a535eb [Unity] e2e Relax minimum build flow (#13961)
new 568ceebaf2 [Unity][TVMScript] Use explicit `R.shape` in TVMScript
(#13979)
new 342b670cde [Unity] Relax op: index (#13987)
new d9d79c0be9 [Unity] Relax op: datatype (#13986)
new d4db3c092b [Unity] Relax op: set (#13990)
new 08cbcdf11f [Unity] Relax op: image (#13994)
new 716f3aca7c [Unity] Relax op: arithmetic, comparison (#13983)
new 7d8095e8be [Unity] Relax op: statistical (#13991)
new 9a7a5fbe10 [Unity] Relax op: neural networks (#13993)
new b3de34f1f2 [Unity] Relax op: creation (#13984)
new 15800607f5 [Unity] Relax op: linear algebra (#13988)
new e59b4e78fd [Unity] Relax op: search (#13992)
new 1991cecbbe [Unity] Relax op: manipulation (#13989)
new 5bf538fa5b [Unity] NestedMsg Support utility (#13995)
new dc5612fa0a [Unity][Pass] Operator Fusion Passes (#14001)
new 13402fc028 [Unity][Pass] LambdaLift pass (#14012)
new dd5cfaa0bc [Unity][VM] Supporting "compiled" exec mode. (#14015)
new 19dd4559d4 [Unity][Pass] BindParams pass, FoldConstant pass (#14016)
new f083a7d248 [Unity][Pass][TuningAPI] Introduce TuningAPI and
MetaSchedule pass (#14014)
new da893fe3b2 [Unity] Relay -> Relax translator (#14026)
new 9c369e7f4a [Unity][Pass] Normalize Pass (#14031)
new 0980d78a61 [Unity][BlockBuilder] CallTE convert PrimValue args
(#14028)
new 8046a97a63 [Unity][Pass] Wellformed Analysis (#14032)
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N -- N -- N refs/heads/unity-staging (8046a97a63)
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Summary of changes:
CMakeLists.txt | 14 +-
apps/bundle_deploy/Makefile | 14 +-
apps/bundle_deploy/build_model.py | 8 +
apps/bundle_deploy/crt_config/crt_config.h | 53 --
.../template_project/crt_config/crt_config.h | 57 --
apps/microtvm/cmsisnn/Makefile | 1 +
apps/microtvm/cmsisnn/convert_image.py | 8 +
apps/microtvm/cmsisnn/include/crt_config.h | 26 -
apps/microtvm/ethosu/Makefile | 2 +
apps/microtvm/ethosu/convert_labels.py | 7 +
apps/microtvm/ethosu/include/crt_config.h | 26 -
.../template_project/crt_config/crt_config.h | 67 --
apps/microtvm/zephyr_cmsisnn/CMakeLists.txt | 1 +
apps/microtvm/zephyr_cmsisnn/include/crt_config.h | 54 --
.../zephyr_cmsisnn/model/convert_labels.py | 14 +
apps/relax_examples/e2e_auto_tir.py | 253 +++++++
apps/relax_examples/mlp.py | 57 ++
apps/relax_examples/nn_module.py | 69 ++
apps/relax_examples/resnet.py | 53 ++
cmake/modules/Arduino.cmake | 81 ---
cmake/modules/CRT.cmake | 79 ---
cmake/modules/Micro.cmake | 102 +++
cmake/modules/StandaloneCrt.cmake | 97 ++-
.../utils/CRTConfig.cmake | 47 +-
include/tvm/ir/function.h | 133 ++--
include/tvm/ir/transform.h | 54 +-
include/tvm/relax/analysis.h | 13 +
include/tvm/relax/transform.h | 46 +-
include/tvm/relax/tuning_api.h | 396 +++++++++++
include/tvm/relay/attrs/transform.h | 12 +
include/tvm/relay/transform.h | 2 +-
include/tvm/runtime/c_runtime_api.h | 7 +
include/tvm/runtime/crt/microtvm_rpc_server.h | 2 +
include/tvm/tir/transform.h | 2 +-
python/tvm/_ffi/libinfo.py | 8 +-
python/tvm/ir/transform.py | 95 ++-
python/tvm/meta_schedule/__init__.py | 1 +
python/tvm/meta_schedule/relax_integration.py | 352 ++++++++++
python/tvm/meta_schedule/tir_integration.py | 89 +++
python/tvm/meta_schedule/tune_context.py | 3 +-
python/tvm/micro/__init__.py | 1 +
python/tvm/micro/build.py | 17 +
python/tvm/relax/analysis/analysis.py | 27 +
python/tvm/relax/block_builder.py | 4 +-
.../tvm/relax/ir/instrument.py | 36 +-
python/tvm/relax/testing/__init__.py | 1 +
python/tvm/relax/testing/relay_translator.py | 251 +++++++
python/tvm/relax/testing/transform.py | 125 ++++
python/tvm/relax/transform/transform.py | 142 +++-
.../{testing => transform/tuning_api}/__init__.py | 6 +-
.../tuning_api/_ffi_api.py} | 7 +-
python/tvm/relax/transform/tuning_api/database.py | 273 +++++++
.../transform/tuning_api/default_functions.py | 306 ++++++++
.../tvm/relax/transform/tuning_api/primitives.py | 419 +++++++++++
python/tvm/relay/frontend/keras.py | 2 +
python/tvm/relay/frontend/onnx.py | 52 +-
python/tvm/relay/op/_transform.py | 10 +
python/tvm/relay/op/op_attrs.py | 5 +
python/tvm/relay/op/strategy/cuda.py | 14 +
python/tvm/relay/op/strategy/generic.py | 22 +
python/tvm/relay/op/transform.py | 35 +
python/tvm/relay/testing/py_converter.py | 83 ++-
python/tvm/runtime/object_generic.py | 15 +-
python/tvm/testing/aot.py | 7 +-
python/tvm/tir/transform/function_pass.py | 3 +-
python/tvm/topi/__init__.py | 1 +
python/tvm/topi/cuda/__init__.py | 1 +
python/tvm/topi/cuda/scatter_elements.py | 167 +++++
python/tvm/topi/math.py | 18 +-
python/tvm/topi/scatter_elements.py | 150 ++++
src/arith/pattern_match.h | 106 ++-
src/arith/rewrite_simplify.cc | 546 +++++++-------
src/ir/transform.cc | 84 ++-
.../search_strategy/evolutionary_search.cc | 2 +-
src/relax/analysis/well_formed.cc | 465 ++++++++++++
src/relax/backend/task_extraction.cc | 114 +++
src/relax/ir/transform.cc | 8 +-
src/relax/transform/bind_params.cc | 113 +++
src/relax/transform/fold_constant.cc | 230 ++++++
src/relax/transform/meta_schedule.cc | 171 +++++
src/relax/transform/normalize.cc | 186 +++++
src/relax/transform/tuning_api/database.cc | 350 +++++++++
src/relax/transform/tuning_api/primitives.cc | 273 +++++++
src/relay/backend/utils.cc | 7 +
src/relay/ir/transform.cc | 4 +-
src/relay/op/tensor/transform.cc | 56 ++
src/relay/transforms/type_infer.cc | 2 +-
src/runtime/container.cc | 1 +
src/runtime/contrib/clml/clml_runtime.cc | 127 ++--
src/runtime/crt/common/crt_runtime_api.c | 8 +-
...crt_config-template.h => crt_config.h.template} | 38 +-
src/runtime/crt/host/microtvm_api_server.py | 2 +-
src/runtime/micro/crt_config.h | 58 --
src/runtime/opencl/opencl_common.h | 2 +
src/target/source/codegen_cuda.cc | 8 +-
src/target/source/ptx.cc | 31 +
src/target/source/ptx.h | 16 +
src/tir/ir/expr.cc | 4 +-
src/tir/ir/transform.cc | 4 +-
src/tir/transforms/inject_ptx_async_copy.cc | 156 ++--
tests/lint/check_file_type.py | 1 +
tests/micro/common/test_tvmc.py | 1 +
tests/micro/stm32/test_code_emitter.py | 5 +-
.../test_runtime_packed_func.py | 13 +
.../contrib/test_arm_compute_lib/test_conv2d.py | 395 ++++++-----
tests/python/frontend/keras/test_forward.py | 11 +
tests/python/frontend/onnx/test_forward.py | 80 ++-
.../__init__.py => tests/python/relax/conftest.py | 11 +-
tests/python/relax/test_analysis_well_formed.py | 438 ++++++++++++
tests/python/relax/test_blockbuilder.py | 24 +
tests/python/relax/test_relay_translator.py | 300 ++++++++
tests/python/relax/test_transform_bind_params.py | 75 ++
tests/python/relax/test_transform_fold_constant.py | 280 ++++++++
.../relax/test_transform_meta_schedule_tuning.py | 115 +++
tests/python/relax/test_transform_normalize.py | 554 +++++++++++++++
tests/python/relax/test_tuning_api.py | 781 +++++++++++++++++++++
tests/python/relay/test_py_converter.py | 65 +-
tests/python/topi/python/test_topi_clip.py | 16 +-
.../unittest/test_cp_async_in_if_then_else.py | 238 +++++++
tests/python/unittest/test_te_schedule.py | 23 +-
120 files changed, 9801 insertions(+), 1402 deletions(-)
delete mode 100644 apps/bundle_deploy/crt_config/crt_config.h
delete mode 100644
apps/microtvm/arduino/template_project/crt_config/crt_config.h
delete mode 100644 apps/microtvm/cmsisnn/include/crt_config.h
delete mode 100644 apps/microtvm/ethosu/include/crt_config.h
delete mode 100644
apps/microtvm/zephyr/template_project/crt_config/crt_config.h
delete mode 100644 apps/microtvm/zephyr_cmsisnn/include/crt_config.h
create mode 100644 apps/relax_examples/e2e_auto_tir.py
create mode 100644 apps/relax_examples/mlp.py
create mode 100644 apps/relax_examples/nn_module.py
create mode 100644 apps/relax_examples/resnet.py
delete mode 100644 cmake/modules/Arduino.cmake
delete mode 100644 cmake/modules/CRT.cmake
copy apps/microtvm/ethosu/convert_labels.py => cmake/utils/CRTConfig.cmake
(50%)
mode change 100755 => 100644
create mode 100644 include/tvm/relax/tuning_api.h
create mode 100644 python/tvm/meta_schedule/relax_integration.py
copy apps/microtvm/zephyr_cmsisnn/model/convert_labels.py =>
python/tvm/relax/ir/instrument.py (53%)
create mode 100644 python/tvm/relax/testing/relay_translator.py
create mode 100644 python/tvm/relax/testing/transform.py
copy python/tvm/relax/{testing => transform/tuning_api}/__init__.py (88%)
copy python/tvm/relax/{testing/__init__.py =>
transform/tuning_api/_ffi_api.py} (83%)
create mode 100644 python/tvm/relax/transform/tuning_api/database.py
create mode 100644 python/tvm/relax/transform/tuning_api/default_functions.py
create mode 100644 python/tvm/relax/transform/tuning_api/primitives.py
create mode 100644 python/tvm/topi/cuda/scatter_elements.py
create mode 100644 python/tvm/topi/scatter_elements.py
create mode 100644 src/relax/analysis/well_formed.cc
create mode 100644 src/relax/backend/task_extraction.cc
create mode 100644 src/relax/transform/bind_params.cc
create mode 100644 src/relax/transform/fold_constant.cc
create mode 100644 src/relax/transform/meta_schedule.cc
create mode 100644 src/relax/transform/normalize.cc
create mode 100644 src/relax/transform/tuning_api/database.cc
create mode 100644 src/relax/transform/tuning_api/primitives.cc
rename src/runtime/crt/{crt_config-template.h => crt_config.h.template} (57%)
delete mode 100644 src/runtime/micro/crt_config.h
copy python/tvm/relax/testing/__init__.py => tests/python/relax/conftest.py
(81%)
create mode 100644 tests/python/relax/test_analysis_well_formed.py
create mode 100644 tests/python/relax/test_relay_translator.py
create mode 100644 tests/python/relax/test_transform_bind_params.py
create mode 100644 tests/python/relax/test_transform_fold_constant.py
create mode 100644 tests/python/relax/test_transform_meta_schedule_tuning.py
create mode 100644 tests/python/relax/test_transform_normalize.py
create mode 100644 tests/python/relax/test_tuning_api.py
create mode 100644 tests/python/unittest/test_cp_async_in_if_then_else.py
