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
discard 2315195ff2 pull from tlcpack
discard f4f550f0cc testing new hexagon image
add a9f7c32e42 [skip ci][Community] Wuwei Lin -> PMC (#12605)
add 3224817d08 [TOPI][Bugfix] Make semantics of empty `axis` in `squeeze`
consistent with Relay (#12596)
add 4f431c87c2 [TIR] Expose Memory Copy-Related PTX Builtins (#12611)
add e02f2f9fdd [TIR][Schedule] enhance compute_at and reverse_compute_at
primitive to choose possible position (#12450)
add d171b4af09 [SimplifyExpr] Add simplify for dq->arg funcs (#12580)
add d87fa854b8 [Hexagon] Initial support for meta schedule tuning (#12587)
add 49b3c72935 [TIR] More hygenic TVM_SREF macros (#12607)
add 2e83e03b2c [CI] Update Hexagon image to install boost (#12613)
add 23e794422a Replace '> >' in templates with >>, NFC (#12615)
add 7f1856d34f [Hexagon] Asynchronous DMA support (#12411)
add 370abe69d2 [MetaSchedule][UX] Make `Database` with-able (#12520)
add 534412896e [TIR] Expose MMA-related PTX builtins (#12623)
add 648a29a53a [MetaSchedule] Introduce `ScheduleFnDatabase` (#12626)
add 3d41ac3a9a [Refactor] Replace std::tie with structured bindings
(#12610)
add c5c99a4b52 [QNN] Align output_scale/zero_point of sigmoid to Torch
(#12624)
add 0de22196db [microTVM][Zephyr] Disable test_armv7m_intrinsic since it's
broken (#12620)
add c31a762b98 [ci] Don't update Jenkinsfile timestamp on image updates
(#12621)
add 74988d36bd [Utils] Handled Callable in tir.schedule._type_checker
(#12633)
add 9e88723385 [TIR] Improved error messages for PrimExpr operator
overloads (#12638)
add 5287d8f11e [ci] Move non-task CI scripts into ci/ folder (#12609)
add 58ee935a53 [TVMScript] support float inf, -inf and nan in TVMScript
parser and printer (#12618)
add b44f1343a1 [microTVM][ARM-DSP] Fix pool schedule (#12653)
add d421e32f1a [microTVM]Fix test util functions (#12641)
add 1c32798a2c [Hexagon] Expose gtest output through runtime exception
(#12502)
add 775520c8f3 [microTVM][Zephyr] Add missing CMSIS-NN source files to
cmake file (#12642)
add caf326fab2 [ci] Add mechanism for trust on certain CI scripts (#12604)
add f7cc992a98 [MetaSchedule] Complete NCHW Conv2D Winograd Kernel
Scheduling (#12648)
add f114d55bee [TIR] Preserve annotations after lower opaque block (#12572)
new 6b9b950fac Update TensorFlow to release 2.9
new 563311ec40 [CI] Update Docker image tags to 20220822-105603-52f5c155f
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Summary of changes:
.github/ISSUE_TEMPLATE/flaky-test.md | 2 +-
.github/workflows/cc_bot.yml | 2 +-
.github/workflows/docs_bot.yml | 2 +-
.github/workflows/nightly_docker_update.yml | 2 +-
.github/workflows/ping_reviewers.yml | 2 +-
.github/workflows/tag_teams.yml | 2 +-
.github/workflows/tests_bot.yml | 2 +-
.github/workflows/tvmbot.yml | 2 +-
.../workflows/update_last_successful_branch.yml | 2 +-
CONTRIBUTORS.md | 2 +-
Jenkinsfile | 59 ++-
apps/hexagon_api/CMakeLists.txt | 2 +
.../template_project/CMakeLists.txt.template | 6 +-
ci/README.md | 1 +
ci/jenkins/Jenkinsfile.j2 | 20 +-
ci/jenkins/Prepare.groovy.j2 | 37 +-
ci/jenkins/generate.py | 62 +++-
{tests => ci}/scripts/cmd_utils.py | 0
{tests => ci}/scripts/determine_docker_images.py | 0
{tests => ci}/scripts/git_change_docker.sh | 0
{tests => ci}/scripts/git_change_docs.sh | 0
{tests => ci}/scripts/git_skip_ci.py | 0
{tests => ci}/scripts/git_skip_ci_globs.py | 0
{tests => ci}/scripts/git_utils.py | 0
{tests => ci}/scripts/github_cc_reviewers.py | 0
{tests => ci}/scripts/github_docs_comment.py | 0
.../scripts/github_skipped_tests_comment.py | 0
{tests => ci}/scripts/github_tag_teams.py | 0
{tests => ci}/scripts/github_tvmbot.py | 0
{tests => ci}/scripts/http_utils.py | 0
{tests => ci}/scripts/open_docker_update_pr.py | 0
{tests => ci}/scripts/ping_reviewers.py | 0
{tests => ci}/scripts/pytest_ids.py | 0
{tests => ci}/scripts/pytest_wrapper.py | 0
{tests => ci}/scripts/should_rebuild_docker.py | 0
{tests => ci}/scripts/should_run_slow_tests.py | 0
{tests => ci}/scripts/update_branch.py | 0
cmake/modules/contrib/TFLite.cmake | 2 +
docker/Dockerfile.ci_cortexm | 3 +
docker/Dockerfile.ci_cpu | 7 +
docker/Dockerfile.ci_gpu | 3 +
docker/Dockerfile.ci_riscv | 3 +
docker/bash.sh | 2 +-
docker/install/ubuntu_install_cmake_source.sh | 4 +-
docker/install/ubuntu_install_python_package.sh | 2 +-
docker/install/ubuntu_install_tensorflow.sh | 5 +-
.../install/ubuntu_install_tensorflow_aarch64.sh | 23 +-
docker/install/ubuntu_install_tflite.sh | 13 +-
docker/install/ubuntu_install_vela.sh | 2 +-
docs/arch/convert_layout.rst | 10 +-
docs/arch/inferbound.rst | 4 +-
docs/dev/how_to/relay_bring_your_own_codegen.rst | 2 +-
include/tvm/auto_scheduler/feature.h | 8 +-
include/tvm/meta_schedule/apply_history_best.h | 115 ------
include/tvm/meta_schedule/database.h | 41 +++
include/tvm/meta_schedule/extracted_task.h | 20 --
include/tvm/relay/attrs/image.h | 14 +-
include/tvm/runtime/module.h | 2 +-
include/tvm/support/span.h | 2 +-
include/tvm/te/operation.h | 2 +-
include/tvm/tir/schedule/schedule.h | 14 +-
include/tvm/topi/detail/extern.h | 2 +-
include/tvm/topi/transform.h | 6 +-
.../src/main/native/org_apache_tvm_native_c_api.cc | 4 +-
python/tvm/auto_scheduler/testing/tune_relay.py | 93 ++---
python/tvm/contrib/hexagon/meta_schedule.py | 166 +++++++++
python/tvm/contrib/hexagon/session.py | 8 +-
python/tvm/contrib/hexagon/tools.py | 7 +
python/tvm/meta_schedule/__init__.py | 1 -
python/tvm/meta_schedule/apply_history_best.py | 130 -------
python/tvm/meta_schedule/database/__init__.py | 1 +
python/tvm/meta_schedule/database/database.py | 127 ++++++-
...{memory_database.py => schedule_fn_database.py} | 19 +-
python/tvm/meta_schedule/default_config.py | 10 +-
python/tvm/meta_schedule/relay_integration.py | 29 +-
python/tvm/meta_schedule/testing/tune_relay.py | 30 +-
python/tvm/meta_schedule/testing/utils.py | 79 ----
python/tvm/meta_schedule/tune.py | 12 +-
python/tvm/micro/testing/evaluation.py | 4 +-
python/tvm/micro/testing/utils.py | 6 +-
python/tvm/relay/frontend/pytorch.py | 6 +-
python/tvm/relay/frontend/qnn_torch.py | 40 ++-
python/tvm/script/tir/__init__.pyi | 18 +-
python/tvm/script/tir/intrin.py | 4 +
python/tvm/target/target.py | 5 +
python/tvm/tir/__init__.py | 2 +
python/tvm/tir/op.py | 398 +++++++++++++++++++++
python/tvm/tir/schedule/_type_checker.py | 40 +++
python/tvm/tir/schedule/schedule.py | 16 +
python/tvm/tir/tensor_intrin/__init__.py | 2 +-
.../tvm/tir/tensor_intrin/{x86.py => hexagon.py} | 52 ++-
python/tvm/topi/arm_cpu/mprofile/dsp/pool.py | 3 +-
python/tvm/topi/cuda/conv2d_winograd.py | 1 +
src/arith/analyzer.cc | 2 +-
src/auto_scheduler/auto_schedule.cc | 4 +-
src/auto_scheduler/compute_dag.cc | 17 +-
src/auto_scheduler/feature.cc | 9 +-
src/auto_scheduler/search_policy/search_policy.cc | 4 +-
.../search_policy/sketch_policy_rules.cc | 3 +-
src/autotvm/touch_extractor.cc | 14 +-
src/contrib/ethosu/cascader/propagator.cc | 8 +-
src/contrib/ethosu/cascader/propagator.h | 6 +-
src/ir/instrument.cc | 5 +-
src/ir/span.cc | 2 +-
src/meta_schedule/apply_history_best.cc | 165 ---------
src/meta_schedule/database/database.cc | 67 ++++
src/meta_schedule/database/json_database.cc | 4 +-
src/meta_schedule/database/memory_database.cc | 10 +-
src/meta_schedule/database/schedule_fn_database.cc | 103 ++++++
src/meta_schedule/extracted_task.cc | 70 ----
.../mutator/mutate_compute_location.cc | 4 +-
src/meta_schedule/mutator/mutate_parallel.cc | 4 +-
src/meta_schedule/mutator/mutate_thread_binding.cc | 8 +-
src/meta_schedule/mutator/mutate_tile_size.cc | 4 +-
src/meta_schedule/mutator/mutate_unroll.cc | 4 +-
.../postproc/rewrite_parallel_vectorize_unroll.cc | 4 +-
src/meta_schedule/schedule_rule/auto_bind.cc | 2 +-
src/meta_schedule/schedule_rule/auto_inline.cc | 2 +-
.../schedule_rule/cross_thread_reduction.cc | 6 +-
.../schedule_rule/multi_level_tiling.cc | 2 +-
.../multi_level_tiling_tensor_core.cc | 4 +-
.../schedule_rule/random_compute_location.cc | 2 +-
src/meta_schedule/schedule_rule/winograd.cc | 29 +-
.../space_generator/post_order_apply.cc | 4 +-
src/meta_schedule/utils.h | 3 +-
src/node/reflection.cc | 2 +-
src/printer/meta_data.h | 2 +-
src/printer/tvmscript_printer.cc | 37 +-
src/relay/analysis/dependency_graph.cc | 4 +-
src/relay/backend/task_extraction.cc | 25 +-
src/relay/backend/te_compiler.cc | 1 +
src/relay/backend/te_compiler_cache.cc | 73 ++--
src/relay/backend/utils.cc | 73 ++++
src/relay/backend/utils.h | 31 ++
src/relay/collage/partition_rule.cc | 12 +-
src/relay/collage/sub_graph.cc | 8 +-
src/relay/ir/transform.cc | 2 +-
src/relay/qnn/op/convolution.cc | 4 +-
src/relay/qnn/op/leaky_relu.cc | 6 +-
src/relay/qnn/op/requantize.cc | 3 +-
src/relay/qnn/utils.cc | 6 +-
src/relay/quantize/realize.cc | 6 +-
src/relay/transforms/combine_parallel_conv2d.cc | 4 +-
src/relay/transforms/combine_parallel_dense.cc | 4 +-
src/relay/transforms/convert_sparse_dense.cc | 8 +-
src/relay/transforms/fuse_ops.cc | 2 +-
src/relay/transforms/let_list.h | 2 +-
src/relay/transforms/partial_eval.cc | 2 +-
src/relay/transforms/simplify_expr.cc | 48 +++
src/relay/transforms/type_infer.cc | 4 +-
src/runtime/contrib/ethosn/ethosn_device.cc | 6 +-
src/runtime/graph_executor/graph_executor.cc | 8 +-
src/runtime/hexagon/hexagon_device_api.cc | 3 +-
src/runtime/hexagon/hexagon_user_dma.cc | 112 +++---
src/runtime/hexagon/hexagon_user_dma.h | 97 +++++
src/runtime/hexagon/hexagon_user_dma_descriptors.h | 2 -
.../hexagon/hexagon_user_dma_instructions.h | 8 +-
src/runtime/hexagon/ring_buffer.h | 94 +++++
src/runtime/metal/metal_common.h | 4 +-
src/runtime/thread_pool.cc | 2 +-
src/runtime/threading_backend.cc | 2 +-
src/runtime/vm/pooled_allocator.h | 2 +-
src/target/source/codegen_vhls.cc | 2 +-
src/target/source/ptx.cc | 12 +-
src/target/target_kind.cc | 1 +
src/te/autodiff/ad_simplify.cc | 10 +-
src/te/autodiff/ad_utils.cc | 8 +-
src/te/autodiff/jacobian.cc | 4 +-
src/te/operation/compute_op.cc | 8 +-
src/te/operation/compute_op.h | 4 +-
src/te/operation/tensor_compute_op.cc | 13 +-
src/te/operation/tensorize.cc | 29 +-
src/te/schedule/graph.h | 6 +-
src/te/schedule/schedule_dataflow_rewrite.cc | 2 +-
src/tir/ir/buffer.cc | 8 +-
src/tir/op/op.cc | 58 ++-
src/tir/schedule/analysis/analysis.cc | 59 +--
src/tir/schedule/block_scope.cc | 2 +-
src/tir/schedule/concrete_schedule.cc | 12 +-
src/tir/schedule/concrete_schedule.h | 13 +-
src/tir/schedule/primitive.h | 13 +-
src/tir/schedule/primitive/block_annotate.cc | 10 +-
src/tir/schedule/primitive/blockize_tensorize.cc | 2 +-
src/tir/schedule/primitive/cache_read_write.cc | 14 +-
src/tir/schedule/primitive/compute_at.cc | 79 ++--
src/tir/schedule/primitive/compute_inline.cc | 8 +-
src/tir/schedule/primitive/decompose_padding.cc | 2 +-
src/tir/schedule/primitive/for_kind.cc | 4 +-
src/tir/schedule/primitive/get_block_loop.cc | 2 +-
.../schedule/primitive/layout_transformation.cc | 22 +-
src/tir/schedule/primitive/loop_transformation.cc | 14 +-
src/tir/schedule/primitive/reduction.cc | 24 +-
src/tir/schedule/primitive/sampling.cc | 6 +-
src/tir/schedule/state.cc | 14 +-
src/tir/schedule/traced_schedule.cc | 19 +-
src/tir/schedule/traced_schedule.h | 7 +-
src/tir/schedule/transform.cc | 6 +-
src/tir/schedule/utils.h | 51 ++-
src/tir/transforms/coproc_sync.cc | 34 +-
src/tir/transforms/inject_double_buffer.cc | 4 +-
src/tir/transforms/inject_virtual_thread.cc | 2 +-
src/tir/transforms/ir_utils.h | 2 +-
src/tir/transforms/loop_partition.cc | 51 ++-
src/tir/transforms/lower_cross_thread_reduction.cc | 15 +-
src/tir/transforms/lower_opaque_block.cc | 60 +++-
src/tir/transforms/lower_thread_allreduce.cc | 5 +-
src/tir/transforms/lower_warp_memory.cc | 11 +-
src/tir/transforms/make_packed_api.cc | 6 +-
.../manifest_shared_memory_local_stage.cc | 10 +-
src/tir/transforms/storage_access.h | 2 +-
src/tir/transforms/storage_rewrite.cc | 4 +-
.../cpp-runtime/hexagon/hexagon_user_dma_tests.cc | 178 +++++++++
tests/cpp-runtime/hexagon/ring_buffer_tests.cc | 190 ++++++++++
tests/micro/zephyr/test_zephyr_armv7m.py | 4 +-
tests/python/ci/test_ci.py | 22 +-
tests/python/ci/test_tvmbot.py | 2 +-
.../contrib/test_hexagon/test_meta_schedule.py | 211 +++++++++++
.../contrib/test_hexagon/test_run_unit_tests.py | 7 +-
.../test_meta_schedule_auto_tensorize.py | 25 +-
tests/python/relay/test_pass_simplify_expr.py | 48 +++
tests/python/topi/python/test_topi_transform.py | 5 +-
tests/python/unittest/test_link_params.py | 30 +-
.../unittest/test_meta_schedule_integration.py | 62 +---
.../unittest/test_meta_schedule_multi_anchor.py | 8 +-
.../test_meta_schedule_relay_tir_compute.py | 32 +-
...chedule_schedule_rule_cross_thread_reduction.py | 16 +-
...ta_schedule_schedule_rule_multi_level_tiling.py | 86 ++---
...hedule_schedule_rule_random_compute_location.py | 2 +-
.../unittest/test_meta_schedule_space_cuda.py | 13 +-
.../unittest/test_meta_schedule_tune_relay.py | 66 ++--
tests/python/unittest/test_tir_op_types.py | 129 +++++--
.../unittest/test_tir_schedule_compute_at.py | 152 ++++++++
.../test_tir_transform_lower_opaque_block.py | 37 ++
tests/python/unittest/test_tvmscript_roundtrip.py | 22 ++
.../unittest/test_type_annotation_checker.py | 77 +++-
tests/scripts/setup-pytest-env.sh | 2 +-
tests/scripts/task_build.py | 5 +
tests/scripts/task_config_build_cpu.sh | 2 +-
tests/scripts/task_python_frontend.sh | 2 +-
239 files changed, 3613 insertions(+), 1691 deletions(-)
rename {tests => ci}/scripts/cmd_utils.py (100%)
rename {tests => ci}/scripts/determine_docker_images.py (100%)
rename {tests => ci}/scripts/git_change_docker.sh (100%)
rename {tests => ci}/scripts/git_change_docs.sh (100%)
rename {tests => ci}/scripts/git_skip_ci.py (100%)
rename {tests => ci}/scripts/git_skip_ci_globs.py (100%)
rename {tests => ci}/scripts/git_utils.py (100%)
rename {tests => ci}/scripts/github_cc_reviewers.py (100%)
rename {tests => ci}/scripts/github_docs_comment.py (100%)
rename {tests => ci}/scripts/github_skipped_tests_comment.py (100%)
rename {tests => ci}/scripts/github_tag_teams.py (100%)
rename {tests => ci}/scripts/github_tvmbot.py (100%)
rename {tests => ci}/scripts/http_utils.py (100%)
rename {tests => ci}/scripts/open_docker_update_pr.py (100%)
rename {tests => ci}/scripts/ping_reviewers.py (100%)
rename {tests => ci}/scripts/pytest_ids.py (100%)
rename {tests => ci}/scripts/pytest_wrapper.py (100%)
rename {tests => ci}/scripts/should_rebuild_docker.py (100%)
rename {tests => ci}/scripts/should_run_slow_tests.py (100%)
rename {tests => ci}/scripts/update_branch.py (100%)
delete mode 100644 include/tvm/meta_schedule/apply_history_best.h
create mode 100644 python/tvm/contrib/hexagon/meta_schedule.py
delete mode 100644 python/tvm/meta_schedule/apply_history_best.py
copy python/tvm/meta_schedule/database/{memory_database.py =>
schedule_fn_database.py} (65%)
delete mode 100644 python/tvm/meta_schedule/testing/utils.py
copy python/tvm/tir/tensor_intrin/{x86.py => hexagon.py} (55%)
delete mode 100644 src/meta_schedule/apply_history_best.cc
create mode 100644 src/meta_schedule/database/schedule_fn_database.cc
create mode 100644 src/runtime/hexagon/hexagon_user_dma.h
create mode 100644 src/runtime/hexagon/ring_buffer.h
create mode 100644 tests/cpp-runtime/hexagon/hexagon_user_dma_tests.cc
create mode 100644 tests/cpp-runtime/hexagon/ring_buffer_tests.cc
create mode 100644 tests/python/contrib/test_hexagon/test_meta_schedule.py
