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 f960ab0 [CI] Hotfix Jenkinsfile
add ceec0fc [microNPU] Update Arm(R) Ethos(TM)-U55 NPU demo README (#9725)
add fb99383 [Relay] Re-run PlanDevices after LowerTE to flow new memory
scope constraints. (#9613)
add 7279c9d [CI] Hotfix Jenkinsfile (#9739)
add 21abb6e Fix for tvm.build()'s name warning (#9678)
add dd42ef2 [CUTLASS] Add conv2d profiler (#9737)
add 5d47eff [TIR] Add 'global_symbol' and 'tir.noalias' as default
attributes in script auto completion (#9744)
add ecc2e56 [TIR][Schedule] Analysis functions to check if compute_inline
and com… (#9743)
add e7b5d2d [Relay] Support large constants saved/loaded outside of VM
executable (#9734)
add 094a73d Fix typo (#9740)
add b16c9fc [Frontend][PaddlePaddle] Enhance paddlepaddle frontend with
more operators (#9724)
add e718f5a fix compact_dataflow (#9747)
add 960e880 [TensorIR] Primitive "SetScope" (#9738)
add c05a3f2 Add unit tests for HexagonBuffer (#9736)
add c7ddb41 [Relay] Add a unit test for structural equality (#9745)
add aa86dc0 [CUTLASS] Support conv2d activation fusion (#9746)
add 405fa23 [TIR][Schedule] Add Annotate/Unannotate primitive (#9742)
add b08e8e4 [MetaSchedule] Add the missing HasWorkload interface to the
Database (#9756)
add 5c2855e [TVMScript][FIX] Fix number of arguments for T.Buffer[...]
(#9758)
add 217204c Move Compute library to 21.11 (#9754)
add bd61d18 [Relay] s/SEScope/VirtualDevice/g (#9759)
add a374cdd [Runtime][Pipeline Executor] Add the map logic of global
input and subgraph input. (#9751)
add e1255c9 [MetaSchedule] Random Feature Extractor (#9760)
new d0b4fc9 Validating tlcpackstaging 20211217-183440-bd61d18c1 for
ci_cpu and ci_arm.
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Summary of changes:
CMakeLists.txt | 2 +
Jenkinsfile | 4 +-
apps/microtvm/ethosu/README.md | 4 +
cmake/modules/Hexagon.cmake | 3 +
.../ubuntu_download_arm_compute_lib_binaries.sh | 2 +-
.../how_to/extend_tvm/bring_your_own_datatypes.py | 2 +-
include/tvm/auto_scheduler/cost_model.h | 6 +-
include/tvm/auto_scheduler/measure.h | 2 +-
include/tvm/ir/expr.h | 16 +-
include/tvm/ir/function.h | 12 +-
include/tvm/meta_schedule/cost_model.h | 182 +++++++
include/tvm/meta_schedule/database.h | 25 +-
include/tvm/meta_schedule/feature_extractor.h | 121 +++++
include/tvm/meta_schedule/space_generator.h | 2 +-
include/tvm/meta_schedule/task_scheduler.h | 4 +-
include/tvm/relay/attrs/device_copy.h | 10 +-
include/tvm/relay/attrs/memory.h | 6 +-
include/tvm/relay/attrs/on_device.h | 31 +-
include/tvm/relay/expr.h | 29 +-
include/tvm/relay/function.h | 2 +-
include/tvm/relay/transform.h | 14 +-
include/tvm/runtime/vm/executable.h | 79 +++-
include/tvm/runtime/vm/vm.h | 4 +-
include/tvm/target/compilation_config.h | 37 +-
.../tvm/target/{se_scope.h => virtual_device.h} | 170 +++----
include/tvm/tir/schedule/schedule.h | 36 ++
python/tvm/contrib/cutlass/build.py | 21 +-
python/tvm/contrib/cutlass/conv2d_operation.py | 35 +-
python/tvm/contrib/cutlass/conv2d_profiler.py | 163 +++++++
python/tvm/contrib/cutlass/gen_conv2d.py | 87 +++-
python/tvm/contrib/cutlass/gen_gemm.py | 25 +-
python/tvm/contrib/cutlass/gen_tensor_op.py | 16 +-
python/tvm/contrib/cutlass/library.py | 2 +
python/tvm/contrib/pipeline_executor.py | 138 +++++-
python/tvm/driver/build_module.py | 2 -
python/tvm/ir/expr.py | 4 +-
.../cost_model/__init__.py} | 9 +-
python/tvm/meta_schedule/cost_model/cost_model.py | 149 ++++++
.../math.py => meta_schedule/cost_model/metric.py} | 23 +-
.../tvm/meta_schedule/cost_model/random_model.py | 123 +++++
python/tvm/meta_schedule/database/database.py | 18 +
.../{database => feature_extractor}/__init__.py | 9 +-
.../feature_extractor/feature_extractor.py | 81 ++++
.../feature_extractor/random_feature_extractor.py | 62 +++
.../tvm/meta_schedule/search_strategy/__init__.py | 3 +-
python/tvm/meta_schedule/utils.py | 17 +-
python/tvm/relay/frontend/paddlepaddle.py | 351 ++++++++++++--
python/tvm/relay/op/annotation/annotation.py | 12 +-
python/tvm/relay/op/contrib/cutlass.py | 55 ++-
python/tvm/relay/op/strategy/cuda.py | 4 +-
python/tvm/relay/op/tensor.py | 10 +-
python/tvm/relay/transform/transform.py | 10 +-
python/tvm/runtime/vm.py | 14 +-
python/tvm/script/tir/scope_handler.py | 4 +-
python/tvm/script/tir/special_stmt.py | 5 +-
python/tvm/script/tir/ty.py | 9 +-
python/tvm/target/__init__.py | 2 +-
.../tvm/target/{se_scope.py => virtual_device.py} | 9 +-
python/tvm/tir/schedule/schedule.py | 196 +++++++-
src/ir/expr.cc | 7 +-
src/meta_schedule/cost_model/cost_model.cc | 65 +++
src/meta_schedule/database/database.cc | 6 +-
src/meta_schedule/database/json_database.cc | 4 +
.../feature_extractor/feature_extractor.cc | 51 ++
src/meta_schedule/utils.h | 2 +
src/printer/relay_text_printer.cc | 10 +-
src/printer/text_printer.h | 2 +-
src/relay/backend/aot_executor_codegen.cc | 30 +-
src/relay/backend/build_module.cc | 2 +-
.../backend/contrib/cmsisnn/extract_constants.cc | 4 +-
.../backend/contrib/cmsisnn/generate_constants.cc | 2 +-
.../backend/contrib/cmsisnn/tir_to_runtime.cc | 4 +-
src/relay/backend/contrib/cutlass/codegen.cc | 56 ++-
src/relay/backend/graph_executor_codegen.cc | 11 +-
src/relay/backend/graph_plan_memory.cc | 36 +-
src/relay/backend/interpreter.cc | 8 +-
src/relay/backend/te_compiler.cc | 58 +--
src/relay/backend/te_compiler.h | 5 +-
src/relay/backend/utils.cc | 26 +-
src/relay/backend/utils.h | 8 +-
src/relay/backend/vm/compiler.cc | 131 +++---
src/relay/backend/vm/compiler.h | 8 +-
src/relay/backend/vm/lambda_lift.cc | 9 +-
src/relay/ir/adt.cc | 4 +-
src/relay/ir/expr.cc | 95 ++--
src/relay/ir/expr_functor.cc | 14 +-
src/relay/ir/function.cc | 6 +-
src/relay/op/memory/device_copy.cc | 26 +-
src/relay/op/memory/device_copy.h | 29 +-
src/relay/op/memory/memory.cc | 4 +-
src/relay/op/memory/memory.h | 4 +-
src/relay/op/memory/on_device.cc | 74 +--
src/relay/op/memory/on_device.h | 76 +--
src/relay/transforms/device_aware_visitors.cc | 82 ++--
src/relay/transforms/device_aware_visitors.h | 104 ++--
src/relay/transforms/device_domains.cc | 140 +++---
src/relay/transforms/device_domains.h | 86 ++--
src/relay/transforms/device_planner.cc | 426 +++++++++++------
src/relay/transforms/fold_constant.cc | 22 +-
src/relay/transforms/let_list.h | 2 +-
src/relay/transforms/memory_alloc.cc | 89 ++--
src/relay/transforms/partial_eval.cc | 4 +-
src/relay/transforms/to_a_normal_form.cc | 18 +-
src/runtime/contrib/verilator/verilator_runtime.h | 2 +-
src/runtime/hexagon/hexagon/hexagon_common.cc | 2 +-
src/runtime/library_module.h | 2 +-
src/runtime/pipeline/pipeline_executor.cc | 25 +-
src/runtime/pipeline/pipeline_executor.h | 48 +-
src/runtime/pipeline/pipeline_scheduler.cc | 2 +-
src/runtime/pipeline/pipeline_scheduler.h | 3 +-
src/runtime/pipeline/pipeline_struct.h | 181 +++++--
src/runtime/vm/executable.cc | 187 ++++++--
src/runtime/vm/profiler/vm.cc | 6 +-
src/runtime/vm/profiler/vm.h | 2 +-
src/runtime/vm/vm.cc | 14 +-
src/target/compilation_config.cc | 49 +-
src/target/{se_scope.cc => virtual_device.cc} | 54 ++-
src/te/operation/create_primfunc.cc | 13 +-
src/tir/analysis/device_constraint_utils.cc | 107 +++--
src/tir/analysis/device_constraint_utils.h | 28 +-
src/tir/ir/functor_common.h | 2 +
src/tir/schedule/analysis.h | 49 ++
src/tir/schedule/analysis/analysis.cc | 33 +-
src/tir/schedule/concrete_schedule.cc | 55 +++
src/tir/schedule/concrete_schedule.h | 13 +
src/tir/schedule/primitive.h | 28 ++
src/tir/schedule/primitive/annotate.cc | 170 +++++++
src/tir/schedule/primitive/block_annotate.cc | 192 +++++++-
src/tir/schedule/primitive/cache_read_write.cc | 7 +
src/tir/schedule/primitive/compute_at.cc | 46 +-
src/tir/schedule/primitive/compute_inline.cc | 66 ++-
src/tir/schedule/schedule.cc | 28 ++
src/tir/schedule/traced_schedule.cc | 49 ++
src/tir/schedule/traced_schedule.h | 5 +
src/tir/transforms/convert_blocks_to_opaque.cc | 2 +-
src/tir/transforms/lower_cross_thread_reduction.cc | 4 +-
tests/cpp/relay/op/memory/on_device_test.cc | 28 +-
tests/cpp/relay/transforms/device_domains_test.cc | 12 +-
tests/cpp/runtime/hexagon_buffer.cc | 250 ++++++++++
tests/cpp/target/compilation_config_test.cc | 66 +--
tests/cpp/target/se_scope_test.cc | 119 -----
tests/cpp/target/virtual_device_test.cc | 121 +++++
tests/python/contrib/test_cutlass.py | 76 ++-
tests/python/frontend/paddlepaddle/test_forward.py | 139 +++++-
.../python/relay/op/annotation/test_annotation.py | 22 +-
tests/python/relay/op/test_tensor.py | 20 +-
.../python/relay/test_ir_structural_equal_hash.py | 72 +--
.../relay/test_pass_dead_code_elimination.py | 12 +-
tests/python/relay/test_pass_plan_devices.py | 523 +++++++++++++--------
tests/python/relay/test_pipeline_executor.py | 16 +-
tests/python/relay/test_vm.py | 34 ++
.../{test_se_scope.py => test_virtual_device.py} | 32 +-
.../unittest/test_meta_schedule_cost_model.py | 143 ++++++
.../python/unittest/test_meta_schedule_database.py | 20 +-
.../test_meta_schedule_feature_extractor.py | 58 +++
.../unittest/test_meta_schedule_task_scheduler.py | 3 +
tests/python/unittest/test_te_create_primfunc.py | 6 +
.../unittest/test_tir_schedule_cache_read_write.py | 14 +
.../unittest/test_tir_schedule_compute_at.py | 43 ++
.../unittest/test_tir_schedule_compute_inline.py | 29 ++
.../python/unittest/test_tir_schedule_set_scope.py | 134 ++++++
.../python/unittest/test_tir_schedule_utilities.py | 66 +++
.../python/unittest/test_tvmscript_syntax_sugar.py | 12 +
163 files changed, 6039 insertions(+), 1828 deletions(-)
create mode 100644 include/tvm/meta_schedule/cost_model.h
create mode 100644 include/tvm/meta_schedule/feature_extractor.h
rename include/tvm/target/{se_scope.h => virtual_device.h} (63%)
create mode 100644 python/tvm/contrib/cutlass/conv2d_profiler.py
copy python/tvm/{driver/tvmc/__main__.py =>
meta_schedule/cost_model/__init__.py} (86%)
create mode 100644 python/tvm/meta_schedule/cost_model/cost_model.py
copy python/tvm/{topi/generic/math.py => meta_schedule/cost_model/metric.py}
(64%)
create mode 100644 python/tvm/meta_schedule/cost_model/random_model.py
copy python/tvm/meta_schedule/{database => feature_extractor}/__init__.py (73%)
create mode 100644
python/tvm/meta_schedule/feature_extractor/feature_extractor.py
create mode 100644
python/tvm/meta_schedule/feature_extractor/random_feature_extractor.py
rename python/tvm/target/{se_scope.py => virtual_device.py} (72%)
create mode 100644 src/meta_schedule/cost_model/cost_model.cc
create mode 100644 src/meta_schedule/feature_extractor/feature_extractor.cc
rename src/target/{se_scope.cc => virtual_device.cc} (71%)
create mode 100644 src/tir/schedule/primitive/annotate.cc
create mode 100644 tests/cpp/runtime/hexagon_buffer.cc
delete mode 100644 tests/cpp/target/se_scope_test.cc
create mode 100644 tests/cpp/target/virtual_device_test.cc
rename tests/python/target/{test_se_scope.py => test_virtual_device.py} (54%)
create mode 100644 tests/python/unittest/test_meta_schedule_cost_model.py
create mode 100644
tests/python/unittest/test_meta_schedule_feature_extractor.py
create mode 100644 tests/python/unittest/test_tir_schedule_set_scope.py
