This is an automated email from the ASF dual-hosted git repository.
masahi pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git.
discard bc23fe2 Validating tlcpackstaging 20211217-183440-bd61d18c1 for
ci_cpu and ci_arm.
add 9ee0007 [M3c][MetaScheduler] Add ScheduleRule class & PostOrderApply
space generator. (#9761)
add 7b9538f [community] @lunderberg -> Committer (#9773)
add 7fac08b Clarify error message for missing libraries (#9710)
add 8352f2f [TE][TensorIR] fix tensor attr in create_prim_func (#9764)
add 5cb5c5b Fix GLOBAL_SCOPE Shallow copy bug (#9718)
add f4af81c [TIRScript] fix parse StringImm value in for loop annotations
(#9755)
add 72ff7c8 Include \0 terminating character in strncpy (#9775)
add 0274b95 fix int set analysis on negative scale (#9776)
add 7456b1a [microNPU] Added checks for out of range shifts (#9707)
add f93b0c2 [Hexagon] Account for objects being smaller than the
allocated space (#9769)
add 5aea9bc [microNPU] Fix incorrect comparison in schedulers (#9706)
add 124813f [microNPU] Upgrade to 21.11 version of Arm(R) Ethos(TM)-U55
NPU driver (#9777)
add 5a06d55 [Bugfix] fix the bug that occurs when the
test_pass_ctx_exception() is (#9774)
add 541f7d0 Improve the frontend tflite _test_abs test to support tflite
2.6 (#9783)
add 8fa5464 [AMP] Disallow converting layer norm to fp16 (#9782)
add 4e0bf23 [Autoscheduler] Task Extraction Raises Exception on Lowering
(#9750)
add d026d06 [CodeGen] avoid crash if an exception is raised during llvm
cpu codegen (#9786)
add b35fc83 [M3c][MetaScheduler] Add More Measure Callbacks. (#9780)
add b29a443 [Docker] Update to Torch 1.10.1 (#9781)
add 1afcf36 [CUTLASS] Conv2d activation fusion, part 2: Sigmoid fp16,
SiLU and HardSwish (#9795)
add 0b8bb96 Update README.md (#9798)
add 85e27c1 [microNPU] Re-enable LayoutOptimizer pass (#9793)
add 0c1422a Redundant batch_flatten removed for 2D input matrix in
Dense layer. (#9792)
add 4af2a66 [Target] Fix device mask issue and typos (#9768)
add d486e21 [CMAKE] Automatically detect newly added source files (#9611)
add 066b417 [TE] Support varargs in te.compute (#9796)
add e2dcba2 [TIR] Affine utility support iter lowerbound and diagnostics
(#9699)
add 218d291 Update CONTRIBUTORS.md (#9804)
add 2c654b57 [BugFix][TensorIR] Non-positive constant input factors for
`split` (#9805)
add 0f3441a fix a bug of instance norm. (#9806)
new c0cecc9 validating ci-gpu 20211226-225913-218d2919f
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Summary of changes:
3rdparty/cutlass | 2 +-
CMakeLists.txt | 38 +-
CONTRIBUTORS.md | 3 +
Jenkinsfile | 6 +-
apps/microtvm/ethosu/Makefile | 11 +-
apps/microtvm/ethosu/include/ethosu_mod.h | 6 +-
cmake/libs/Libbacktrace.cmake | 2 +-
cmake/modules/CUDA.cmake | 10 +-
cmake/modules/Hexagon.cmake | 12 +-
cmake/modules/HexagonSDK.cmake | 2 +-
cmake/modules/LLVM.cmake | 2 +-
cmake/modules/Metal.cmake | 4 +-
cmake/modules/Micro.cmake | 2 +-
cmake/modules/OpenCL.cmake | 6 +-
cmake/modules/ROCM.cmake | 6 +-
cmake/modules/StandaloneCrt.cmake | 6 +-
cmake/modules/VTA.cmake | 16 +-
cmake/modules/Vulkan.cmake | 4 +-
cmake/modules/contrib/ArmComputeLib.cmake | 6 +-
cmake/modules/contrib/BNNS.cmake | 4 +-
cmake/modules/contrib/CMSISNN.cmake | 2 +-
cmake/modules/contrib/CODEGENC.cmake | 2 +-
cmake/modules/contrib/CUTLASS.cmake | 2 +-
cmake/modules/contrib/CoreML.cmake | 2 +-
cmake/modules/contrib/DNNL.cmake | 8 +-
cmake/modules/contrib/EthosN.cmake | 10 +-
cmake/modules/contrib/EthosU.cmake | 12 +-
cmake/modules/contrib/ExampleTargetHooks.cmake | 2 +-
cmake/modules/contrib/HybridDump.cmake | 2 +-
cmake/modules/contrib/MicroStandaloneRuntime.cmake | 2 +-
cmake/modules/contrib/NNPack.cmake | 2 +-
cmake/modules/contrib/ONNX.cmake | 2 +-
cmake/modules/contrib/PT_TVMDSOOP.cmake | 2 +-
cmake/modules/contrib/Random.cmake | 2 +-
cmake/modules/contrib/Sort.cmake | 2 +-
cmake/modules/contrib/TFLite.cmake | 4 +-
cmake/modules/contrib/TF_TVMDSOOP.cmake | 2 +-
cmake/modules/contrib/TensorRT.cmake | 6 +-
cmake/modules/contrib/Verilator.cmake | 4 +-
cmake/modules/contrib/VitisAI.cmake | 8 +-
cmake/utils/Utils.cmake | 18 +
.../install/ubuntu_install_ethosu_driver_stack.sh | 2 +-
docker/install/ubuntu_install_onnx.sh | 11 +-
include/tvm/arith/iter_affine_map.h | 8 +-
include/tvm/meta_schedule/measure_callback.h | 146 +++++++
include/tvm/meta_schedule/schedule_rule.h | 195 +++++++++
include/tvm/meta_schedule/search_strategy.h | 6 +-
include/tvm/meta_schedule/space_generator.h | 16 +-
include/tvm/meta_schedule/task_scheduler.h | 6 +
include/tvm/meta_schedule/tune_context.h | 6 +
include/tvm/tir/schedule/schedule.h | 20 +-
python/tvm/_ffi/libinfo.py | 30 +-
python/tvm/_ffi/runtime_ctypes.py | 5 +-
python/tvm/auto_scheduler/relay_integration.py | 13 +-
python/tvm/autotvm/env.py | 11 +-
python/tvm/contrib/cutlass/build.py | 30 +-
python/tvm/contrib/cutlass/gen_conv2d.py | 12 +-
python/tvm/contrib/cutlass/library.py | 6 +-
python/tvm/driver/tvmc/compiler.py | 2 +-
python/tvm/meta_schedule/__init__.py | 1 +
.../{database => measure_callback}/__init__.py | 10 +-
.../measure_callback/add_to_database.py} | 21 +-
.../measure_callback/echo_statistics.py} | 21 +-
.../measure_callback/measure_callback.py | 104 +++++
.../measure_callback/remove_build_artifact.py} | 21 +-
.../measure_callback/update_cost_model.py | 24 +-
.../schedule_rule}/__init__.py | 10 +-
.../meta_schedule/schedule_rule/schedule_rule.py | 96 +++++
.../tvm/meta_schedule/space_generator/__init__.py | 2 +-
...pace_generator_union.py => post_order_apply.py} | 29 +-
.../space_generator/space_generator.py | 5 +-
python/tvm/meta_schedule/tune_context.py | 27 +-
python/tvm/relay/backend/contrib/ethosu/codegen.py | 1 +
.../relay/backend/contrib/ethosu/tir/scheduler.py | 4 +-
.../tvm/relay/backend/contrib/ethosu/vela_api.py | 10 +-
python/tvm/relay/frontend/onnx.py | 6 +-
python/tvm/relay/frontend/pytorch.py | 8 +-
python/tvm/relay/op/contrib/cutlass.py | 21 +-
python/tvm/relay/op/op.py | 6 +-
python/tvm/relay/transform/mixed_precision.py | 2 +
python/tvm/script/tir/scope_handler.py | 12 +-
python/tvm/target/target.py | 15 +
python/tvm/te/operation.py | 29 +-
python/tvm/te/tensor.py | 4 +-
python/tvm/tir/schedule/schedule.py | 2 +-
src/README.md | 2 +-
src/arith/int_set.cc | 19 +-
src/arith/iter_affine_map.cc | 471 ++++++++++++++++-----
.../measure_callback/add_to_database.cc | 65 +++
.../measure_callback/echo_statistics.cc | 336 +++++++++++++++
.../measure_callback.cc} | 31 +-
.../measure_callback/remove_build_artifact.cc | 52 +++
.../measure_callback/update_cost_model.cc | 53 +++
src/meta_schedule/schedule_rule/schedule_rule.cc | 55 +++
src/meta_schedule/search_strategy/replay_trace.cc | 8 +-
.../space_generator/post_order_apply.cc | 155 +++++++
.../space_generator/space_generator_union.cc | 4 +-
src/meta_schedule/tune_context.cc | 7 +-
src/meta_schedule/utils.h | 23 +
src/relay/backend/contrib/cutlass/codegen.cc | 38 +-
src/relay/op/dyn/tensor/transform.cc | 3 +
src/relay/op/tensor/transform.cc | 5 +
src/relay/transforms/simplify_inference.cc | 2 +-
.../hexagon/android/sim/driver/CMakeLists.txt | 2 +-
src/runtime/hexagon/hexagon/hexagon_buffer.cc | 66 ++-
src/runtime/hexagon/hexagon/hexagon_buffer.h | 6 +-
.../hexagon/hexagon/hexagon_device_api_v2.cc | 2 +-
src/runtime/object.cc | 2 +-
src/target/llvm/codegen_cpu.cc | 37 +-
src/target/target_kind.cc | 12 +-
src/te/operation/create_primfunc.cc | 23 +-
src/tir/schedule/analysis/analysis.cc | 4 +-
src/tir/schedule/concrete_schedule.cc | 33 +-
src/tir/schedule/concrete_schedule.h | 14 +
src/tir/transforms/flatten_buffer.cc | 26 +-
tests/cpp/runtime/hexagon_buffer.cc | 51 ++-
tests/python/contrib/test_cutlass.py | 64 ++-
.../test_ethosu/reference_system/ethosu_mod.h | 18 +-
tests/python/contrib/test_ethosu/test_codegen.py | 35 ++
tests/python/contrib/test_ethosu/test_scheduler.py | 62 ++-
tests/python/frontend/onnx/test_forward.py | 60 ---
tests/python/frontend/pytorch/test_forward.py | 14 +-
tests/python/frontend/tflite/test_forward.py | 9 +-
tests/python/relay/test_pass_instrument.py | 2 +-
tests/python/unittest/test_arith_intset.py | 108 +++++
.../python/unittest/test_arith_iter_affine_map.py | 200 +++++++++
.../test_meta_schedule_measure_callback.py | 132 ++++++
.../test_meta_schedule_post_order_apply.py | 342 +++++++++++++++
tests/python/unittest/test_target_codegen_llvm.py | 18 +
tests/python/unittest/test_target_target.py | 17 +
tests/python/unittest/test_te_create_primfunc.py | 16 +
tests/python/unittest/test_tir_schedule_reorder.py | 5 +-
tests/python/unittest/test_tir_schedule_rfactor.py | 8 +-
.../unittest/test_tir_schedule_split_fuse.py | 12 +
.../test_tir_schedule_state_cached_flags.py | 55 +++
.../unittest/test_tir_transform_flatten_buffer.py | 22 +
136 files changed, 3430 insertions(+), 636 deletions(-)
create mode 100644 include/tvm/meta_schedule/measure_callback.h
create mode 100644 include/tvm/meta_schedule/schedule_rule.h
copy python/tvm/meta_schedule/{database => measure_callback}/__init__.py (72%)
copy python/tvm/{relay/transform/infer_layout_utils.py =>
meta_schedule/measure_callback/add_to_database.py} (61%)
mode change 100755 => 100644
copy python/tvm/{relay/transform/infer_layout_utils.py =>
meta_schedule/measure_callback/echo_statistics.py} (61%)
mode change 100755 => 100644
create mode 100644
python/tvm/meta_schedule/measure_callback/measure_callback.py
copy python/tvm/{relay/transform/infer_layout_utils.py =>
meta_schedule/measure_callback/remove_build_artifact.py} (61%)
mode change 100755 => 100644
copy apps/howto_deploy/run_example.sh =>
python/tvm/meta_schedule/measure_callback/update_cost_model.py (61%)
mode change 100755 => 100644
copy python/tvm/{_ffi/_cy2 => meta_schedule/schedule_rule}/__init__.py (73%)
create mode 100644 python/tvm/meta_schedule/schedule_rule/schedule_rule.py
copy python/tvm/meta_schedule/space_generator/{space_generator_union.py =>
post_order_apply.py} (61%)
create mode 100644 src/meta_schedule/measure_callback/add_to_database.cc
create mode 100644 src/meta_schedule/measure_callback/echo_statistics.cc
copy src/meta_schedule/{feature_extractor/feature_extractor.cc =>
measure_callback/measure_callback.cc} (51%)
create mode 100644 src/meta_schedule/measure_callback/remove_build_artifact.cc
create mode 100644 src/meta_schedule/measure_callback/update_cost_model.cc
create mode 100644 src/meta_schedule/schedule_rule/schedule_rule.cc
create mode 100644 src/meta_schedule/space_generator/post_order_apply.cc
create mode 100644 tests/python/unittest/test_meta_schedule_measure_callback.py
create mode 100644 tests/python/unittest/test_meta_schedule_post_order_apply.py
