This is an automated email from the ASF dual-hosted git repository.
andrewzhaoluo pushed a change to annotated tag v0.10.0
in repository https://gitbox.apache.org/repos/asf/tvm.git
*** WARNING: tag v0.10.0 was modified! ***
from b1c8c90384 (commit)
to 3313c71ab7 (tag)
tagging 7b50b2d0ddf45d9114715aad16b867e8be6b2230 (commit)
replaces v0.4
by Andrew Zhao Luo
on Mon Oct 17 10:45:48 2022 -0700
- Log -----------------------------------------------------------------
final v0.10.0 release
-----------------------------------------------------------------------
omit b1c8c90384 [skip ci] Added label tags links to the wiki page in issue
templates to align with Issue Tracking RFC (#12988)
omit 3f0d3f24b7 [AOT] Sanitize input/output name in runtime (#13046)
omit e8ba1dc4cc [CI] Update Docker Image tag to 20221013-060115-61c9742ea
(#13078)
omit cbca28da00 [MetaSchedule] Consolidate module hashing and equality
testing (#13050)
omit 9299a29fd3 [TVMScript] Evaluator, core parser, var table (#13088)
omit 5e862d4e41 [Frontend][PyTorch]Fix keywords to canonicalize scale and
zero point access for FX-quantized graphs (#13071)
omit ec5c692148 Add include directory for OpenBLAS on RedHat (#13087)
omit 71f32ca4e8 [MetaSchedule][UX] Support Interactive Performance Table
Printing in Notebook (#13006)
omit 5ed94eefad [Node] Fix structural equal path tracing pointer usage
(#13082)
omit 5eab64885a [ROOFLINE] Add support for different dtypes (#13003)
omit 342ffb91d6 [Hexagon]Register fast softmax schedule with default
schedule (#13083)
omit 44c35dcd96 [TVMScript] Fix parsing int64 loop with optional loop start
(#13068)
omit 605876e638 [TEST] Fix the broken VNNI MetaSchedule test (#13067)
omit 493458e552 [TE] Raise error for non-bijective transformation (#12926)
omit f232272e75 [TIR] Refactor NarrowDataType into DataTypeLegalizer
(#13049)
omit b389d4dac4 [Torch] Fix torch contrib issues (#13061)
omit 29a8f06066 [Arith] Optional rewriting and simplification into AND of
ORs (#12972)
omit f06896f38f [Relay] Fix simplifying consecutive casts when intermediate
type has fewer bits (#13056)
omit 46c16eed83 [microTVM][Windows] Enable building TVM on Windows with
USE_MICRO (#12851)
omit 61c9742ea7 [Hexagon] Enable multi input Async DMA; same queue / stage
(#13037)
omit 90c666f860 [Relay][Pass] ConcretizeCastLikeRewrite for SimplifyExpr
(#12923)
omit b18f6425f9 [Hexagon] [runtime] Manage RPC and runtime buffers
separately (#13028)
omit 256075566b [MetaSchedule] Allow skipping exact NDArray rewrite in
RemoveWeightLayoutRewriteBlock (#13052)
omit b8cfc4ca82 [CI] Update Compute Library to v22.08 (#13035)
omit 48829756e1 [TIR] Fix the stride calculation in InjectRollingBuffer
(#13016)
omit a752b74956 [Conda] Specify python version in build-environment (#13047)
omit cc235f88a4 [TIR] Update ir_comparator message to be more clear about
what is being compared (#13038)
omit 4f975c7506 [Hexagon] [runtime] Support VTCM alignments of 128 or 2k
(#12999)
omit 05d30f2502 [Docs] Update Release Process Docs -- Add Ver. Bump Step
(#13039)
omit df0ffc3b50 [FIX,LOWERING] Add attrs from Relay Functions to PrimFuncs
in Metaschedule Lowering (#13034)
omit cd077575f3 Update to 0.11.dev0 (#13036)
omit afeab6e8a3 [TVMScript] AST, Source and diagnostics for Parser (#12978)
omit cf96072a04 [COMMUNITY] Add andrewzhaoluo key for release (#13025)
omit 0b034d77bd [Doc] Fix the typo in the debugging doc (#13032)
omit fcbcd156c7 [microTVM] Add Cortex-M DSP schedules for optimal conv2d
layouts (#12969)
omit 84c50ef045 [ci][docs] Add external network resources to S3 (#12989)
omit f8666a9469 [ci] Template build steps (#12983)
omit aedbe45b6a [Node] Expose StructuralEqual/Hash handler implemenation to
header (#13001)
omit f21b5ca4ae [TIR][Schedule] Add cache_inplace primitive to cache opaque
buffer (#12939)
omit d92d47ad7f [docs] fixed codebase_walkthrough document bug (#13008)
omit 189338c919 [MetaSchedule] Support RewriteLayout postproc on
AllocateConst (#12991)
omit 20aa0cf2f7 [ci] Re-enable roofline test (#13007)
omit d9e01475af [UnitTest][TIR] Support IRModule comparisons in
CompareBeforeAfter (#12920)
omit fc333f90e8 [TIR][Arith] Prove conditionals by transitively applying
knowns (#12863)
omit 7804a9886c [Hexagon] disable cache_write schedule type from sw
pipeline test (#13004)
omit 6780c9f87d [MetaSchedule] Tuning API cleanup & ergonomics (#12895)
omit bb2cec1941 [Fix,MetaSchedule] Correct log usage in arithmetic
intensity feature (#12806)
omit 78df9c1d79 [LOGGING] Optionally print backtrace on segfault (#12959)
omit 50df4abf3b [Relay] optimize dumpir time (#12792)
omit 7ff42a1d4e [TIR] Require dtype.is_float() inside FloatImm (#12928)
omit e375c311da [Arith][IndexMap] Correct MapShape result for small
vectorized dims (#12927)
omit 87c466cdee [Textures] Improve error reporting (#12986)
omit 5e24aa2b78 [Hexagon] [runtime] Query for total and available VTCM
(#12992)
omit 6147c31b36 [ETHOSN] Remove backwards copy in the runtime (#12968)
omit 1b9e20a807 [ETHOSN] Transpose fully connected weights (#12970)
omit 7fc35da3b9 [TEST] CPU feature detection for x86 and ARM dot product
instructions (#12980)
omit 2d50979606 [TVMScript] Allow T.bool type annotations (#12975)
omit 3d5e440fff [ci] Disable flaky ethosu + roofline tests (#12956)
omit 59b945742d [FIX,AUTOSCHEDULER,METASCHEDULE] Handle negative extents in
featurization (#12990)
omit d023ef47fc [TIR, MetaSchedule] Preserve unit block iters for
auto-tensorization (#12974)
omit 2860a50ff9 [Hexagon] Fix RPC session close by adding shutdown
PackedFunc (#12960)
omit 2e257f0376 [Hexagon] Do not use `target` test fixture in Hexagon tests
(#12981)
omit 393d5f7fd2 [FIX,PROFILER] Fix PAPI test and test in CI (#12953)
omit 9618e6a457 [TIR] Use IndexMap to transform NDArray (#12949)
omit a997c23e94 [CODEGEN][OPENCL] Sampler definition should be at outermost
scope (#12951)
omit af01526ae2 [skip ci] Edits to the Bug & Flaky test Issue templates to
reduce word count (#12985)
omit a661864f85 [skip ci] Modify issue templates to align with Issue
Tracking RFC (#12898)
omit 3a125375a3 [Hexagon] Don't print simulator protocol messages (#12958)
omit 61a7632b55 [microTVM] Use default Project Options in template projects
and add Makefile for Arduino template project (#12818)
omit 1ea1a0bc88 [Hexagon] 3-stage pipeline; multi queue async DMA for cache
read / write (#12954)
omit de6d806775 [CMSIS-NN] Support for int16 conv2d (#12950)
omit 4e260d183f [BugFix][Pattern] Fixed a bug in PatternGrouper (#12901)
omit f3d3ecebe1 [Hexagon] vrmpy tensorization for e2e compilation of int8
models (#12911)
omit f121e5e355 [Hexagon] [runtime] VTCM Allocator (#12947)
omit fa17da22c7 [Hexagon] Support template-free meta schedule tuning
(#12854)
omit c3357f6820 [Relay][Op] Register some forgotten op in Python side
(#12963)
omit bf5637dc32 [DOCS][COMMUNITY] Elaborate Independence Principle for
Project Participation (#12962)
omit d4bf9ecf55 [Target] Add target_device_type attribute to override
default device_type (#12509)
omit dedf6393f1 [Hexagon] Change NULL to nullptr, NFC (#12944)
omit e9eb0bc660 [LLVM] Change CHECK_NE(x, nullptr) to CHECK(x != nullptr),
NFC (#12943)
omit 4e4089edda [MetaSchedule] Fix XGBoost Import Issue (#12936)
omit 77c8b6e163 [Support] Add fallback definition of ccache in libinfo
(#12945)
omit 25a54fb791 [TIR] Remove unused iters from the result of reindex
(#12946)
omit 595f0b3975 [HEXAGON][QHL] Clippling the inputs of HVX version of QHL
Sigmoid operation (#12919)
omit 2379917985 [MetaSchedule] Add Script for TorchBench Model Tuning &
Benchmarking (#12914)
omit ea01e3ffb4 [TIR] Preserve loop annotations in inject_software_pipeline
pass (#12937)
omit 3e3d900c66 [Virtual Machine] Implementation of 'set_output_zero_copy'
(#11358)
omit 9a45141165 [TIR] Use buffer's dtype when converting pad_value to TIR
(#12925)
omit 0d8c9cef72 [Relay] Extend split for blocked ConvertLayout pass (#12886)
omit 5634a1a17a [CODEGEN][OPENCL] Compatibility for OpenCL version 3.0
(#12938)
omit 5f132fd6c1 [ETHOSN] Support conversion of add/mul to requantize where
possible (#12887)
omit 8c88aab778 [Bugfix][CMake] Update the minimum CMake version to 3.18
(#12682)
omit 68f9509b0c [TIR] Fix int64 dtype mismatch in Reindex (#12934)
omit 8af43d3c11 [Hexagon] [runtime] Add user DMA to device API resource
management (#12918)
omit 9d1fe6d8d1 [Target] Add Ampere GPUs CUDA tags (#12930)
omit e3a6cb6a1b [microTVM] Generalize depthwise_conv2d schedule (#12856)
omit 17e4644019 [TIR][MetaSchedule] Add regression test for layout_rewrite
extent=1 (#12916)
omit d1c9febeca [ETHOSN] Remove support for 22.05 version of the driver
stack (#12770)
omit 178f82dc48 [TOPI] Implement Einsum with reduction axes (#12913)
omit c89a8baeeb [usmp] Also remap VarNode to USMP-allocated buffer (#12880)
omit bec9f16d42 [TIR][Transform] Clear buffer_map during MakeUnpackedAPI
(#12891)
omit a07a46ed19 [TIR] add unit-tests for upcoming primfunc-slicing (#12794)
omit 82e6fc41f8 [microTVM] add the option to open a saved micro project for
debugging (#12495)
omit 5a807e27c0 [Hexagon] [runtime] Add thread manager to resource
management (#12905)
omit 332b1469b7 [Hexagon] depth_to_space slice op (#12669)
omit 9a673faa74 [ci] Initialize git during deploys (#12909)
omit 77d8eef514 [Runtime][Bugfix] Added type-checking for Array::insert
(#12691)
omit 7dbc68d108 [ONNX] Fix test_roi_align failure (#12906)
omit 7a4c10c44a [TIR][Transform] Remove num_unpacked_args from
MakePackedAPI (#12892)
omit b61f633e10 [TVM PyTorch Integration] optimized_torch & as_torch how-to
guide (#12318)
omit f64e933246 [LLVM] Emit fp16/fp32 builtins directly into target module
(#12877)
omit 4d5ed07325 [TIR] Fix GetProducer/Consumer for duplicating dep edges
(#12910)
omit 5ddd35c377 [Relay][TE] Add default param name if needed (#12912)
omit 830ebc4ec8 [TIR] Refactor IndexMap::Inverse in terms of
NonSurjectiveInverse (#12904)
omit d4fb957ae1 [microTVM][ARM] Improve dense DSP micro kernel (#12908)
omit f25a702a1f [TOPI][Hexagon] Add schedule and test for maxpool uint8
layout (#12826)
omit e1f3f90588 [TOPI][Hexagon] Implement quantize op for hexagon (#12820)
omit fd26813723 [TVMScript] Infer T.match_buffer parameters for region
(#12890)
omit 8711ba44b9 [TVMScript] Import TIR methods into the IRBuilder (#12900)
omit b6a660be58 [BUILD] Re-enable ccache by default (#12839)
omit 4ef1465d40 [skip ci] Temporarily disable comments bot (#12903)
omit 87085b0e0d [frontend][pytorch]Support aten::Tensor_split operator
(#12871)
omit cc6e01edc6 [frontend][pytorch]support aten::zero_ operator (#12872)
omit 46ea2ed42e [MetaSchedule][UX] User Interface for Jupyter Notebook
(#12866)
omit c8423a6843 [Meta Schedule][XGBoost] Update the custom callback
function of xgboost in meta schedule (#12141)
omit a61c1ad0f0 [TIR] Fix plan buffer allocation location for loop carried
dependencies (#12757)
omit 71f25b3d6c [IR] Use TVM_DEFINE_OBJECT_REF_METHODS macro for Op (#12893)
omit fbb500e92f [TIR][Schedule] Relax cache read/write's restriction and
fix unexpected behavior (#12766)
omit 428269f80c [FIX,PROFILING] Fix PAPI docs (#12861)
omit eba75e4640 [METASCHEDULE] Mark work_dir as not optional in docs
(#12888)
omit e8aeb4adf3 [CI] Add Zephyr-SDK binaries to PATH env. in ci_cortexm
(#12884)
omit d80ce6b1ba [EZ][Release] Update gather PRs Script (#12862)
omit 9ce95a9abe [TIR] Fix wmma index in CUDA tensor intrins (#12879)
omit ce8ac3e784 [TIR] Allow missing TensorIntrin in registry lookup (#12875)
omit 0b074d8f06 Fix clang warnings (#12876)
omit 4e783a6087 [TOPI] Add layer norm operator (#12864)
omit 86f9580498 [Relay] Fix handling of TransfromLayout in TE compiler
cache (#12874)
omit 195ae72b5c [TOPI] Fix dtype legalize logic for CPU dot product
instruction (#12865)
omit fe75f00991 [AutoTVM] Introducing multi_filter into ConfigSpace autotvm
(#12545)
omit 39f71ae288 [frontend][pytorch] Add a new test case for torch
aten::fill_ operator implementation (#12857)
omit 7aef584c0f [Hybrid] Fix sys version check (#12837)
omit c0c7569529 Allow failures in pr_comment_bot for now (#12860)
omit 3c8a94bd4e [frontend][torch] Support aten::relu6 operator (#12855)
omit da0e5e3be2 [Utils] Disable automatic move constructor for tvm::With
(#12822)
omit fdc6894b7d [TVMScript][Fix] Correct round-trip of explicit root block
(#12673)
add 5328c6bf77 [Hybrid] Fix sys version check (#12837)
add 58fc568f54 [usmp] Also remap VarNode to USMP-allocated buffer (#12880)
add 669f98efd6 [microTVM] Generalize depthwise_conv2d schedule (#12856)
add 224c347144 jostle ci
add d689733d5a update version numbers
add 485cb8804d remove vta references
add bda06171a0 update jenksinfile
add 8654ada88e lint
add 7b50b2d0dd fix verilator ops
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No new revisions were added by this update.
Summary of changes:
.github/ISSUE_TEMPLATE/bug-report.md | 11 +-
.github/ISSUE_TEMPLATE/ci-image.md | 29 +
.github/ISSUE_TEMPLATE/ci-problem.md | 13 +-
.github/ISSUE_TEMPLATE/documentation.md | 11 +-
.github/ISSUE_TEMPLATE/feature-tracking.md | 11 +-
.github/ISSUE_TEMPLATE/flaky-test.md | 10 +-
.../pr_comment_bot.yml | 2 +-
.gitmodules | 3 -
3rdparty/vta-hw | 1 -
CMakeLists.txt | 20 +-
Jenkinsfile | 394 +++------
KEYS | 59 --
.../arduino/template_project/Makefile.template | 64 --
.../template_project/microtvm_api_server.py | 271 ++-----
.../tests}/test_arduino_microtvm_api_server.py | 26 +-
.../reference-vm/base-box/base_box_test.sh | 6 +-
.../zephyr/template_project/microtvm_api_server.py | 80 +-
apps/pt_tvmdsoop/tests/test_as_torch.py | 20 +-
ci/jenkins/Build.groovy.j2 | 336 ++++----
ci/jenkins/Deploy.groovy.j2 | 10 +-
ci/jenkins/Jenkinsfile.j2 | 26 +-
ci/jenkins/Prepare.groovy.j2 | 6 +-
ci/jenkins/Test.groovy.j2 | 8 +-
ci/jenkins/macros.j2 | 47 +-
ci/scripts/git_change_docker.sh | 4 +-
ci/scripts/git_change_docs.sh | 2 +-
cmake/config.cmake | 15 -
cmake/modules/Arduino.cmake | 1 -
cmake/modules/LibInfo.cmake | 2 -
cmake/modules/Logging.cmake | 5 -
cmake/modules/StandaloneCrt.cmake | 30 +-
cmake/modules/contrib/BLAS.cmake | 5 -
cmake/modules/contrib/CMSISNN.cmake | 4 +-
cmake/modules/contrib/EthosN.cmake | 3 +-
cmake/utils/CCache.cmake | 52 --
cmake/utils/Summary.cmake | 1 -
conda/build-environment.yaml | 1 -
conda/recipe/meta.yaml | 2 +-
docker/Dockerfile.ci_cortexm | 1 -
.../ubuntu_download_arm_compute_lib_binaries.sh | 2 +-
docs/conf.py | 23 +-
docs/contribute/committer_guide.rst | 13 -
docs/contribute/release_process.rst | 7 -
docs/dev/how_to/debugging_tvm.rst | 2 +-
docs/dev/tutorial/codebase_walkthrough.rst | 5 +-
docs/how_to/profile/papi.rst | 10 +-
docs/install/from_source.rst | 7 +-
gallery/how_to/work_with_microtvm/micro_aot.py | 2 +-
.../how_to/work_with_microtvm/micro_autotune.py | 6 +-
.../work_with_microtvm/micro_reference_vm.py | 4 +-
gallery/how_to/work_with_microtvm/micro_tflite.py | 2 +-
gallery/how_to/work_with_microtvm/micro_train.py | 2 +-
gallery/how_to/work_with_pytorch/using_as_torch.py | 159 ----
.../work_with_pytorch/using_optimized_torch.py | 149 ----
include/tvm/arith/analyzer.h | 122 +--
include/tvm/ir/op.h | 13 +-
include/tvm/meta_schedule/database.h | 59 +-
include/tvm/meta_schedule/measure_callback.h | 7 +-
include/tvm/meta_schedule/mutator.h | 15 +-
include/tvm/meta_schedule/postproc.h | 9 -
include/tvm/meta_schedule/schedule_rule.h | 18 +-
include/tvm/meta_schedule/search_strategy.h | 32 +-
include/tvm/meta_schedule/space_generator.h | 53 +-
include/tvm/meta_schedule/task_scheduler.h | 282 ++++---
include/tvm/meta_schedule/tune_context.h | 87 +-
include/tvm/node/structural_equal.h | 42 -
include/tvm/node/structural_hash.h | 38 -
include/tvm/runtime/c_runtime_api.h | 2 +-
include/tvm/runtime/container/array.h | 5 -
include/tvm/runtime/crt/logging.h | 4 -
include/tvm/runtime/crt/platform.h | 4 -
include/tvm/runtime/crt/rpc_common/session.h | 13 -
include/tvm/runtime/crt/rpc_common/write_stream.h | 2 -
include/tvm/runtime/name_transforms.h | 43 -
include/tvm/runtime/vm/vm.h | 91 +--
include/tvm/script/ir_builder/tir/ir.h | 8 -
include/tvm/support/random_engine.h | 53 +-
include/tvm/support/with.h | 9 -
include/tvm/target/compilation_config.h | 2 +-
include/tvm/target/target.h | 6 +-
include/tvm/target/target_kind.h | 15 +-
include/tvm/target/virtual_device.h | 10 +-
include/tvm/tir/function.h | 7 +-
include/tvm/tir/index_map.h | 24 +-
include/tvm/tir/schedule/schedule.h | 10 -
include/tvm/tir/stmt_functor.h | 83 --
include/tvm/tir/transform.h | 19 +-
include/tvm/topi/einsum.h | 889 ++++++++++++++++++++-
include/tvm/topi/nn/layer_norm.h | 117 ---
include/tvm/topi/reduction.h | 23 -
python/tvm/_ffi/libinfo.py | 4 +-
python/tvm/auto_scheduler/feature.py | 8 +-
python/tvm/autotvm/task/space.py | 330 +-------
python/tvm/autotvm/tuner/ga_tuner.py | 108 ++-
python/tvm/autotvm/tuner/index_based_tuner.py | 73 +-
python/tvm/autotvm/tuner/model_based_tuner.py | 40 +-
python/tvm/autotvm/tuner/sa_model_optimizer.py | 39 +-
python/tvm/autotvm/tuner/tuner.py | 1 -
python/tvm/autotvm/utils.py | 32 +
python/tvm/contrib/hexagon/session.py | 2 -
python/tvm/contrib/torch/as_torch.py | 83 +-
python/tvm/contrib/torch/optimize_torch.py | 183 +++--
python/tvm/ir/expr.py | 7 +-
python/tvm/meta_schedule/__init__.py | 20 +-
python/tvm/meta_schedule/builder/builder.py | 44 +-
python/tvm/meta_schedule/builder/local_builder.py | 8 +-
python/tvm/meta_schedule/cost_model/cost_model.py | 46 +-
python/tvm/meta_schedule/cost_model/mlp_model.py | 6 +-
.../tvm/meta_schedule/cost_model/random_model.py | 3 +-
python/tvm/meta_schedule/cost_model/xgb_model.py | 311 +++----
python/tvm/meta_schedule/database/database.py | 89 +--
python/tvm/meta_schedule/database/json_database.py | 8 +-
.../tvm/meta_schedule/database/memory_database.py | 18 +-
.../meta_schedule/database/schedule_fn_database.py | 15 +-
python/tvm/meta_schedule/default_config.py | 401 ++++++++++
.../feature_extractor/feature_extractor.py | 26 +-
.../feature_extractor/random_feature_extractor.py | 8 +-
python/tvm/meta_schedule/logging.py | 263 ------
.../tvm/meta_schedule/measure_callback/__init__.py | 7 +-
.../{add_to_database.py => echo_statistics.py} | 10 +-
.../measure_callback/measure_callback.py | 16 +-
python/tvm/meta_schedule/mutator/mutator.py | 44 +-
python/tvm/meta_schedule/postproc/postproc.py | 36 +-
python/tvm/meta_schedule/profiler.py | 4 +
python/tvm/meta_schedule/relay_integration.py | 374 ++-------
python/tvm/meta_schedule/runner/local_runner.py | 4 +-
python/tvm/meta_schedule/runner/rpc_runner.py | 4 +-
python/tvm/meta_schedule/runner/runner.py | 37 +-
.../meta_schedule/schedule_rule/schedule_rule.py | 35 -
.../search_strategy/evolutionary_search.py | 10 +
.../meta_schedule/search_strategy/replay_func.py | 11 +-
.../meta_schedule/search_strategy/replay_trace.py | 12 +-
.../search_strategy/search_strategy.py | 86 +-
.../space_generator/post_order_apply.py | 26 +-
.../meta_schedule/space_generator/schedule_fn.py | 20 +-
.../space_generator/space_generator.py | 130 +--
.../space_generator/space_generator_union.py | 20 +-
.../meta_schedule/task_scheduler/gradient_based.py | 49 +-
.../meta_schedule/task_scheduler/round_robin.py | 77 +-
.../meta_schedule/task_scheduler/task_scheduler.py | 276 ++++---
.../meta_schedule/testing/dataset_extract_tasks.py | 4 +-
.../testing/dataset_sample_candidates.py | 17 +-
python/tvm/meta_schedule/testing/relay_workload.py | 52 +-
.../tvm/meta_schedule/testing/schedule_rule.py | 35 +-
.../tvm/meta_schedule/testing/space_generation.py | 49 +-
python/tvm/meta_schedule/testing/tlcbench.py | 5 +-
.../meta_schedule/testing/torchbench/__init__.py | 16 -
python/tvm/meta_schedule/testing/torchbench/run.py | 584 --------------
.../tvm/meta_schedule/testing/torchbench/utils.py | 103 ---
python/tvm/meta_schedule/testing/tune_onnx.py | 52 +-
python/tvm/meta_schedule/testing/tune_relay.py | 44 +-
python/tvm/meta_schedule/testing/tune_te.py | 41 +-
python/tvm/meta_schedule/tir_integration.py | 155 ----
python/tvm/meta_schedule/tune.py | 662 +++++++++++++--
python/tvm/meta_schedule/tune_context.py | 201 +++--
python/tvm/meta_schedule/utils.py | 159 ++--
python/tvm/micro/build.py | 26 +-
python/tvm/micro/model_library_format.py | 32 +-
python/tvm/micro/project_api/server.py | 84 --
python/tvm/micro/session.py | 56 +-
python/tvm/micro/testing/evaluation.py | 41 +-
.../tvm/relay/backend/contrib/ethosu/tir/utils.py | 30 -
.../backend/contrib/ethosu/tir_to_cs_translator.py | 37 +-
python/tvm/relay/backend/name_transforms.py | 11 +
python/tvm/relay/build_module.py | 4 +-
python/tvm/relay/collage/collage.py | 2 +-
python/tvm/relay/frontend/pytorch.py | 72 +-
python/tvm/relay/frontend/qnn_torch.py | 4 +-
python/tvm/relay/frontend/tflite.py | 2 +-
python/tvm/relay/op/contrib/cmsisnn.py | 47 +-
python/tvm/relay/op/contrib/ethosn.py | 84 +-
python/tvm/relay/op/op_attrs.py | 60 --
python/tvm/relay/op/strategy/arm_cpu.py | 67 +-
python/tvm/relay/op/strategy/hexagon.py | 53 +-
python/tvm/runtime/name_transforms.py | 32 -
python/tvm/runtime/vm.py | 36 -
python/tvm/script/_parser/__init__.py | 18 -
python/tvm/script/_parser/_core.py | 19 -
python/tvm/script/_parser/core/__init__.py | 18 -
python/tvm/script/_parser/core/diagnostics.py | 241 ------
python/tvm/script/_parser/core/dispatch.py | 156 ----
python/tvm/script/_parser/core/doc.py | 462 -----------
python/tvm/script/_parser/core/entry.py | 48 --
python/tvm/script/_parser/core/evaluator.py | 509 ------------
python/tvm/script/_parser/core/parser.py | 647 ---------------
python/tvm/script/_parser/core/utils.py | 61 --
python/tvm/script/ir_builder/tir/ir.py | 396 +--------
.../script/{_parser/core => printer}/doc_core.py | 0
python/tvm/script/tir/__init__.py | 1 -
python/tvm/script/tir/scope_handler.py | 42 +-
python/tvm/script/tir/special_stmt.py | 68 +-
python/tvm/script/tir/ty.py | 12 +-
python/tvm/target/target.py | 4 -
python/tvm/testing/utils.py | 172 +---
python/tvm/tir/function.py | 28 +-
python/tvm/tir/schedule/schedule.py | 99 +--
python/tvm/tir/tensor_intrin/cuda.py | 84 +-
python/tvm/tir/transform/transform.py | 55 +-
python/tvm/topi/adreno/conv2d_nchw.py | 10 +-
python/tvm/topi/adreno/conv2d_nhwc.py | 10 +-
python/tvm/topi/adreno/conv2d_winograd_common.py | 7 +-
python/tvm/topi/adreno/depthwise_conv2d_nchw.py | 9 -
python/tvm/topi/adreno/depthwise_conv2d_nhwc.py | 9 -
python/tvm/topi/arm_cpu/conv2d.py | 16 -
python/tvm/topi/arm_cpu/depthwise_conv2d.py | 19 +-
.../topi/arm_cpu/mprofile/dsp/micro_kernel/gemm.py | 8 +-
.../arm_cpu/mprofile/dsp/micro_kernel/tensordot.py | 155 ----
.../topi/arm_cpu/mprofile/dsp/tensordot_conv2ds.py | 271 -------
python/tvm/topi/generic/conv2d.py | 26 +-
python/tvm/topi/hexagon/__init__.py | 2 -
python/tvm/topi/hexagon/conv2d.py | 49 +-
python/tvm/topi/hexagon/conv2d_alter_op.py | 111 ---
python/tvm/topi/hexagon/dense.py | 73 +-
python/tvm/topi/hexagon/dense_alter_op.py | 147 ----
python/tvm/topi/hexagon/injective.py | 3 +-
python/tvm/topi/hexagon/qnn/__init__.py | 2 -
python/tvm/topi/hexagon/qnn/quantize.py | 80 --
python/tvm/topi/hexagon/slice_ops/__init__.py | 1 -
.../tvm/topi/hexagon/slice_ops/depth_to_space.py | 43 -
python/tvm/topi/hexagon/slice_ops/max_pool2d.py | 55 +-
python/tvm/topi/hexagon/tensor_intrin.py | 86 --
python/tvm/topi/hexagon/utils.py | 5 -
python/tvm/topi/nn/__init__.py | 1 -
python/tvm/topi/nn/layer_norm.py | 46 --
python/tvm/topi/testing/__init__.py | 1 -
python/tvm/topi/testing/layer_norm_python.py | 53 --
python/tvm/topi/utils.py | 30 +-
python/tvm/utils/roofline/__init__.py | 64 +-
python/tvm/utils/roofline/cuda.py | 167 +---
python/tvm/utils/roofline/registry.py | 46 +-
python/tvm/utils/roofline/x86.py | 261 +++---
src/arith/analyzer.cc | 3 -
src/arith/canonical_simplify.cc | 10 +-
src/arith/conjunctive_normal_form.cc | 430 ----------
src/arith/conjunctive_normal_form.h | 49 --
src/arith/iter_affine_map.cc | 4 +-
src/arith/rewrite_simplify.cc | 90 +--
src/arith/rewrite_simplify.h | 32 +-
src/arith/transitive_comparison_analyzer.cc | 791 ------------------
src/auto_scheduler/feature.cc | 7 +-
src/auto_scheduler/search_policy/utils.h | 15 +-
src/auto_scheduler/search_task.cc | 4 +-
src/driver/driver_api.cc | 11 +-
src/ir/expr.cc | 3 -
src/meta_schedule/arg_info.cc | 3 +-
src/meta_schedule/database/database.cc | 20 +-
src/meta_schedule/database/json_database.cc | 22 +-
src/meta_schedule/database/memory_database.cc | 13 +-
src/meta_schedule/database/schedule_fn_database.cc | 7 +-
.../feature_extractor/per_store_feature.cc | 27 +-
.../measure_callback/add_to_database.cc | 6 +-
.../measure_callback/echo_statistics.cc | 134 ++++
.../measure_callback/measure_callback.cc | 10 -
.../measure_callback/update_cost_model.cc | 11 +-
src/meta_schedule/module_equality.cc | 45 --
src/meta_schedule/module_equality.h | 73 --
src/meta_schedule/mutator/mutator.cc | 30 -
src/meta_schedule/postproc/postproc.cc | 47 --
.../postproc/rewrite_cooperative_fetch.cc | 2 +-
src/meta_schedule/postproc/rewrite_layout.cc | 58 +-
.../schedule_rule/cross_thread_reduction.cc | 4 +-
.../schedule_rule/multi_level_tiling.cc | 4 +-
.../schedule_rule/multi_level_tiling.h | 2 +-
.../multi_level_tiling_tensor_core.cc | 30 +-
.../multi_level_tiling_wide_vector.cc | 6 -
.../multi_level_tiling_with_intrin.cc | 8 +-
src/meta_schedule/schedule_rule/schedule_rule.cc | 154 ----
.../search_strategy/evolutionary_search.cc | 174 ++--
src/meta_schedule/search_strategy/replay_func.cc | 98 +--
src/meta_schedule/search_strategy/replay_trace.cc | 97 ++-
.../search_strategy/search_strategy.cc | 5 +-
.../space_generator/post_order_apply.cc | 35 +-
src/meta_schedule/space_generator/schedule_fn.cc | 11 +-
.../space_generator/space_generator.cc | 96 ---
.../space_generator/space_generator_union.cc | 16 +-
src/meta_schedule/task_scheduler/gradient_based.cc | 195 +++--
src/meta_schedule/task_scheduler/round_robin.cc | 23 +-
src/meta_schedule/task_scheduler/task_scheduler.cc | 408 +++-------
src/meta_schedule/tune_context.cc | 180 ++++-
src/meta_schedule/utils.h | 107 +--
src/node/structural_equal.cc | 105 +--
src/node/structural_hash.cc | 64 +-
src/printer/relay_text_printer.cc | 9 +-
src/printer/tvmscript_printer.cc | 50 +-
src/relay/backend/aot/aot_lower_main.cc | 5 +-
src/relay/backend/aot_executor_codegen.cc | 3 +-
src/relay/backend/build_module.cc | 4 +-
src/relay/backend/contrib/cmsisnn/buffer_size.cc | 80 +-
src/relay/backend/contrib/cmsisnn/buffer_size.h | 36 +-
.../backend/contrib/cmsisnn/generate_constants.cc | 20 +-
src/relay/backend/contrib/cmsisnn/relay_to_tir.cc | 52 +-
.../contrib/cmsisnn/scalar_to_tensor_constant.cc | 6 +-
.../backend/contrib/cmsisnn/tir_to_runtime.cc | 4 +-
src/relay/backend/contrib/constant_transforms.cc | 58 --
src/relay/backend/contrib/constant_transforms.h | 59 --
src/relay/backend/contrib/ethosn/codegen.cc | 43 +-
src/relay/backend/contrib/ethosn/codegen_ethosn.h | 1 -
.../backend/contrib/ethosn/convert_equivalent.cc | 325 +++-----
src/relay/backend/contrib/ethosn/ethosn_api.cc | 85 +-
src/relay/backend/contrib/ethosn/ethosn_api.h | 29 +-
src/relay/backend/contrib/uma/targets.cc | 2 +-
src/relay/backend/interpreter.cc | 6 +-
src/relay/backend/name_transforms.cc | 12 +-
src/relay/backend/name_transforms.h | 7 +
src/relay/backend/task_extraction.cc | 34 +-
src/relay/backend/te_compiler.cc | 2 +-
src/relay/backend/te_compiler_cache.cc | 174 +---
src/relay/backend/utils.h | 7 -
src/relay/backend/vm/compiler.cc | 6 +-
src/relay/ir/dataflow_matcher.cc | 5 -
src/relay/op/tensor/math.cc | 2 +-
src/relay/op/tensor/transform.cc | 24 +-
src/relay/transforms/annotate_texture_storage.cc | 4 +-
.../transforms/meta_schedule_layout_rewrite.cc | 11 +-
src/relay/transforms/partition_graph.cc | 5 +-
src/relay/transforms/simplify_expr.cc | 33 +-
src/runtime/aot_executor/aot_executor.cc | 11 +-
src/runtime/builtin_fp16.cc | 3 +
src/runtime/contrib/ethosn/ethosn_device.cc | 64 +-
src/runtime/hexagon/hexagon_buffer.cc | 47 +-
src/runtime/hexagon/hexagon_buffer_manager.h | 13 -
src/runtime/hexagon/hexagon_device_api.cc | 55 +-
src/runtime/hexagon/hexagon_device_api.h | 87 +-
src/runtime/hexagon/hexagon_user_dma.cc | 28 +-
src/runtime/hexagon/hexagon_user_dma.h | 36 +-
src/runtime/hexagon/hexagon_vtcm_pool.cc | 160 ----
src/runtime/hexagon/hexagon_vtcm_pool.h | 100 ---
src/runtime/hexagon/ring_buffer.h | 41 +-
src/runtime/hexagon/rpc/android/session.cc | 2 +-
src/runtime/hexagon/rpc/hexagon/rpc_server.cc | 32 +-
src/runtime/hexagon/rpc/simulator/session.cc | 1 +
src/runtime/logging.cc | 29 -
src/runtime/micro/micro_session.cc | 9 -
src/runtime/name_transforms.cc | 44 -
src/runtime/rpc/rpc_endpoint.cc | 5 -
src/runtime/rpc/rpc_endpoint.h | 18 +-
src/runtime/rpc/rpc_module.cc | 4 -
src/runtime/rpc/rpc_session.h | 5 -
src/runtime/vm/vm.cc | 215 +----
src/runtime/vulkan/vulkan_device.h | 2 +-
src/script/ir_builder/tir/ir.cc | 11 -
src/script/printer/doc.cc | 2 +-
src/support/libinfo.cc | 6 -
src/target/compilation_config.cc | 23 +-
src/target/llvm/codegen_llvm.cc | 227 ------
src/target/llvm/codegen_llvm.h | 8 -
src/target/llvm/intrin_rule_hexagon.cc | 10 +-
src/target/source/codegen_opencl.cc | 16 +-
src/target/source/codegen_opencl.h | 1 -
src/target/source/interface_c.cc | 1 -
src/target/source/source_module.cc | 9 +-
src/target/spirv/spirv_support.cc | 2 +-
src/target/tag.cc | 9 -
src/target/target.cc | 14 +-
src/target/virtual_device.cc | 8 +-
src/te/operation/create_primfunc.cc | 24 +-
src/te/schedule/schedule_lang.cc | 2 +-
src/tir/analysis/buffer_access_lca_detector.cc | 106 +--
src/tir/analysis/verify_memory.cc | 2 +-
src/tir/ir/data_type_rewriter.cc | 195 -----
src/tir/ir/function.cc | 12 +-
src/tir/ir/index_map.cc | 199 ++---
src/tir/ir/script/script_complete.cc | 37 +-
src/tir/ir/stmt.cc | 2 +-
src/tir/op/op.cc | 2 +-
src/tir/schedule/analysis.h | 12 -
src/tir/schedule/analysis/analysis.cc | 9 -
src/tir/schedule/concrete_schedule.cc | 19 +-
src/tir/schedule/concrete_schedule.h | 2 -
src/tir/schedule/ir_comparator.cc | 8 +-
src/tir/schedule/primitive.h | 14 +-
src/tir/schedule/primitive/cache_read_write.cc | 362 ++-------
src/tir/schedule/primitive/get_block_loop.cc | 10 +-
.../schedule/primitive/layout_transformation.cc | 48 +-
src/tir/schedule/primitive/pad_einsum.cc | 5 +-
src/tir/schedule/primitive/reduction.cc | 9 -
src/tir/schedule/schedule.cc | 2 -
src/tir/schedule/state.cc | 1 -
src/tir/schedule/traced_schedule.cc | 16 -
src/tir/schedule/traced_schedule.h | 2 -
src/tir/schedule/transform.cc | 27 +-
src/tir/schedule/transform.h | 9 +-
src/tir/transforms/inject_rolling_buffer.cc | 6 +-
src/tir/transforms/inject_software_pipeline.cc | 67 +-
src/tir/transforms/lower_async_dma.cc | 7 +-
src/tir/transforms/make_packed_api.cc | 111 ++-
src/tir/transforms/make_unpacked_api.cc | 9 +-
src/tir/transforms/narrow_datatype.cc | 154 +++-
.../remove_weight_layout_rewrite_block.cc | 213 +----
src/tir/transforms/simplify.cc | 43 +-
src/tir/transforms/texture_flatten.cc | 3 +-
src/topi/einsum.cc | 353 --------
src/topi/nn.cc | 6 -
src/topi/transform.cc | 4 +
.../hexagon/hexagon_device_api_tests.cc | 57 +-
.../cpp-runtime/hexagon/hexagon_user_dma_tests.cc | 110 +--
.../cpp-runtime/hexagon/hexagon_vtcm_pool_tests.cc | 177 ----
tests/cpp-runtime/hexagon/ring_buffer_tests.cc | 30 +-
tests/cpp/data_type_rewriter_test.cc | 140 ----
tests/cpp/name_transforms_test.cc | 1 -
.../backend/contrib/cmsisnn/buffer_size_test.cc | 86 +-
tests/lint/check_file_type.py | 2 -
tests/micro/arduino/README.md | 4 +-
tests/micro/arduino/test_arduino_rpc_server.py | 2 +-
tests/micro/arduino/test_utils.py | 2 +-
tests/micro/common/test_tvmc.py | 14 +-
tests/micro/project_api/test_project_api.py | 92 ---
tests/micro/zephyr/README.md | 6 +-
tests/micro/zephyr/test_utils.py | 2 +-
tests/micro/zephyr/test_zephyr.py | 6 +-
tests/micro/zephyr/test_zephyr_aot_exec.py | 2 +-
tests/python/contrib/test_cmsisnn/test_conv2d.py | 142 ++--
tests/python/contrib/test_cmsisnn/utils.py | 65 +-
tests/python/contrib/test_ethosn/test_addition.py | 70 +-
.../test_ethosn/test_convert_equivalents.py | 318 +-------
.../contrib/test_ethosn/test_fullyconnected.py | 56 +-
tests/python/contrib/test_ethosn/test_multiply.py | 102 +--
tests/python/contrib/test_ethosn/test_networks.py | 36 +-
tests/python/contrib/test_ethosn/test_split.py | 13 +
.../python/contrib/test_ethosn/test_topologies.py | 17 +-
tests/python/contrib/test_ethosu/test_codegen.py | 2 +-
.../test_ethosu/test_replace_depthwise_conv2d.py | 5 +-
.../python/contrib/test_hexagon/infrastructure.py | 12 +-
.../test_hexagon/test_2d_physical_buffers.py | 16 +-
tests/python/contrib/test_hexagon/test_autotvm.py | 11 +-
.../test_hexagon/test_benchmark_elemwise_add.py | 8 +-
.../test_hexagon/test_benchmark_maxpool2d.py | 12 +-
.../contrib/test_hexagon/test_cache_read_write.py | 5 +-
.../test_hexagon/test_fixed_point_multiply.py | 8 +-
tests/python/contrib/test_hexagon/test_launcher.py | 166 +---
.../contrib/test_hexagon/test_memory_alloc.py | 11 +-
.../contrib/test_hexagon/test_meta_schedule.py | 304 +------
tests/python/contrib/test_hexagon/test_models.py | 9 +-
.../contrib/test_hexagon/test_parallel_hvx.py | 11 +-
.../test_hexagon/test_parallel_hvx_load_vtcm.py | 16 +-
.../contrib/test_hexagon/test_parallel_scalar.py | 11 +-
tests/python/contrib/test_hexagon/test_sigmoid.py | 113 ---
.../test_hexagon/test_software_pipeline_async.py | 187 +----
.../contrib/test_hexagon/test_thread_pool.py | 10 +-
.../contrib/test_hexagon/test_vtcm_bandwidth.py | 12 +-
.../topi/test_add_subtract_multiply.py | 10 +-
.../contrib/test_hexagon/topi/test_argmax_slice.py | 6 +-
.../test_hexagon/topi/test_avg_pool2d_slice.py | 12 +-
.../contrib/test_hexagon/topi/test_batch_matmul.py | 11 +-
.../contrib/test_hexagon/topi/test_cast_slice.py | 14 +-
.../python/contrib/test_hexagon/topi/test_clip.py | 9 +-
.../test_hexagon/topi/test_conv2d_fp16_intrin.py | 9 +-
.../contrib/test_hexagon/topi/test_conv2d_nchw.py | 6 +-
.../contrib/test_hexagon/topi/test_conv2d_nhwc.py | 10 +-
.../contrib/test_hexagon/topi/test_conv2d_slice.py | 8 +-
.../test_hexagon/topi/test_conv2d_transpose.py | 11 +-
.../python/contrib/test_hexagon/topi/test_dense.py | 9 +-
.../test_hexagon/topi/test_depth_to_space.py | 133 ---
.../test_hexagon/topi/test_depthwise_conv2d.py | 7 +-
.../test_hexagon/topi/test_dequantize_slice.py | 11 +-
.../test_hexagon/topi/test_dwconv2d_slice.py | 8 +-
.../test_hexagon/topi/test_max_pool2d_slice.py | 114 ++-
tests/python/contrib/test_hexagon/topi/test_pad.py | 7 +-
.../contrib/test_hexagon/topi/test_pooling.py | 12 +-
.../contrib/test_hexagon/topi/test_quantize.py | 124 ---
.../contrib/test_hexagon/topi/test_reduce.py | 8 +-
.../contrib/test_hexagon/topi/test_relu_slice.py | 9 +-
.../contrib/test_hexagon/topi/test_reshape.py | 10 +-
.../contrib/test_hexagon/topi/test_resize2d.py | 5 +-
.../contrib/test_hexagon/topi/test_softmax.py | 9 +-
.../test_hexagon/topi/test_softmax_slice.py | 3 +-
.../contrib/test_hexagon/topi/test_tanh_slice.py | 6 +-
.../contrib/test_verilator/test_mobilenet.py | 19 +-
.../contrib/test_verilator/test_verilator_ops.py | 6 +-
tests/python/frontend/onnx/test_forward.py | 1 -
tests/python/frontend/pytorch/test_forward.py | 48 --
tests/python/integration/test_legacy_tuning.py | 380 ---------
...ize.py => test_meta_schedule_auto_tensorize.py} | 207 +++--
tests/python/integration/test_tuning.py | 433 ++++++++--
tests/python/relay/aot/test_cpp_aot.py | 41 +-
tests/python/relay/aot/test_crt_aot_usmp.py | 2 +-
.../relay/collage/demo_collage_partitioner.py | 10 +-
.../relay/strategy/arm_cpu/test_conv2d_nhwc.py | 36 +-
.../strategy/arm_cpu/test_depthwise_conv2d.py | 27 -
tests/python/relay/test_dataflow_pattern.py | 30 -
tests/python/relay/test_name_transforms.py | 4 +-
tests/python/relay/test_op_level1.py | 2 +-
tests/python/relay/test_op_level10.py | 2 +-
tests/python/relay/test_op_level2.py | 80 --
tests/python/relay/test_pass_convert_op_layout.py | 49 --
tests/python/relay/test_pass_merge_composite.py | 14 +-
tests/python/relay/test_pass_simplify_expr.py | 18 -
tests/python/relay/test_vm.py | 92 +--
.../python/test_topi_conv2d_hwnc_tensorcore.py | 4 +-
tests/python/topi/python/test_topi_einsum.py | 36 +-
tests/python/topi/python/test_topi_layer_norm.py | 62 --
.../python/unittest/test_auto_scheduler_feature.py | 11 -
tests/python/unittest/test_autotvm_ga_tuner.py | 89 ---
tests/python/unittest/test_autotvm_index_tuner.py | 77 +-
tests/python/unittest/test_autotvm_space.py | 167 +---
tests/python/unittest/test_index_map.py | 68 +-
.../unittest/test_meta_schedule_cost_model.py | 109 +--
.../test_meta_schedule_custom_rule_winograd_cpu.py | 4 +
...test_meta_schedule_custom_rule_winograd_cuda.py | 3 +
...schedule_feature_extractor_per_store_feature.py | 62 +-
.../unittest/test_meta_schedule_integration.py | 343 ++++++++
.../test_meta_schedule_measure_callback.py | 18 +-
...eta_schedule_mutator_mutate_compute_location.py | 17 +-
.../test_meta_schedule_mutator_mutate_parallel.py | 17 +-
..._meta_schedule_mutator_mutate_thread_binding.py | 17 +-
.../test_meta_schedule_mutator_mutate_tile_size.py | 15 +-
.../test_meta_schedule_mutator_mutate_unroll.py | 17 +-
.../test_meta_schedule_post_order_apply.py | 50 +-
...meta_schedule_postproc_disallow_dynamic_loop.py | 21 +-
..._schedule_postproc_rewrite_cooperative_fetch.py | 22 +-
.../test_meta_schedule_postproc_rewrite_layout.py | 137 +---
...ta_schedule_postproc_rewrite_reduction_block.py | 21 +-
...est_meta_schedule_postproc_rewrite_tensorize.py | 26 +-
...meta_schedule_postproc_rewrite_unbound_block.py | 26 +-
.../test_meta_schedule_postproc_verify_gpu_code.py | 23 +-
.../test_meta_schedule_relay_integration.py | 572 -------------
...test_meta_schedule_schedule_rule_add_rfactor.py | 23 +-
.../test_meta_schedule_schedule_rule_auto_bind.py | 33 +-
...test_meta_schedule_schedule_rule_auto_inline.py | 43 +-
...chedule_schedule_rule_cross_thread_reduction.py | 51 +-
.../test_meta_schedule_schedule_rule_mlt.py | 61 +-
.../test_meta_schedule_schedule_rule_mlt_intrin.py | 19 +-
.../test_meta_schedule_schedule_rule_mlt_tc.py | 430 +++++-----
...dule_schedule_rule_parallel_vectorize_unroll.py | 21 +-
...hedule_schedule_rule_random_compute_location.py | 13 +-
.../unittest/test_meta_schedule_search_strategy.py | 45 +-
.../unittest/test_meta_schedule_space_cpu.py | 106 ++-
.../unittest/test_meta_schedule_space_cuda.py | 116 ++-
.../unittest/test_meta_schedule_space_generator.py | 7 +-
.../unittest/test_meta_schedule_task_scheduler.py | 155 ++--
.../unittest/test_meta_schedule_tune_relay.py | 553 +++++++++++++
.../python/unittest/test_meta_schedule_tune_te.py | 52 ++
.../python/unittest/test_meta_schedule_tune_tir.py | 115 +--
.../test_meta_schedule_vnni_integration.py | 250 ------
tests/python/unittest/test_micro_project_api.py | 35 -
tests/python/unittest/test_roofline.py | 119 ++-
tests/python/unittest/test_runtime_profiling.py | 2 +-
tests/python/unittest/test_slice_tir.py | 216 -----
tests/python/unittest/test_target_codegen_llvm.py | 7 +-
tests/python/unittest/test_target_codegen_x86.py | 74 +-
tests/python/unittest/test_target_target.py | 4 +-
tests/python/unittest/test_te_create_primfunc.py | 2 -
tests/python/unittest/test_tir_constructor.py | 11 +-
.../python/unittest/test_tir_lower_match_buffer.py | 4 +-
.../python/unittest/test_tir_schedule_analysis.py | 5 +-
.../unittest/test_tir_schedule_cache_read_write.py | 121 +--
tests/python/unittest/test_tir_schedule_reindex.py | 151 +---
.../python/unittest/test_tir_schedule_tensorize.py | 7 -
tests/python/unittest/test_tir_schedule_trace.py | 1 +
.../unittest/test_tir_schedule_transform_layout.py | 114 +--
.../python/unittest/test_tir_schedule_utilities.py | 52 --
.../test_tir_transform_inject_rolling_buffer.py | 25 +-
.../test_tir_transform_inject_software_pipeline.py | 67 --
...t_tir_transform_lower_cross_thread_reduction.py | 149 ----
.../unittest/test_tir_transform_make_packed_api.py | 5 +-
...sform_plan_update_buffer_allocation_location.py | 109 +--
.../python/unittest/test_tir_transform_simplify.py | 271 +------
tests/python/unittest/test_transform_layout.py | 13 -
.../unittest/test_tvm_testing_before_after.py | 49 +-
.../unittest/test_tvmscript_ir_builder_tir.py | 15 -
.../unittest/test_tvmscript_parser_evaluator.py | 63 --
.../unittest/test_tvmscript_parser_source.py | 86 --
tests/python/unittest/test_tvmscript_roundtrip.py | 67 --
.../python/unittest/test_tvmscript_syntax_sugar.py | 51 --
tests/scripts/release/PRERELEASE_NOTES.md | 24 -
tests/scripts/release/gather_prs.py | 3 +-
tests/scripts/request_hook/request_hook.py | 40 +-
tests/scripts/task_config_build_arm.sh | 1 -
tests/scripts/task_config_build_cortexm.sh | 1 -
tests/scripts/task_config_build_cpu.sh | 1 -
tests/scripts/task_config_build_gpu.sh | 1 -
tests/scripts/task_config_build_gpu_other.sh | 1 -
tests/scripts/task_config_build_hexagon.sh | 1 -
tests/scripts/task_config_build_i386.sh | 1 -
tests/scripts/task_python_docs.sh | 10 +
tests/scripts/task_python_hexagon.sh | 2 +-
tests/scripts/task_python_microtvm.sh | 4 +-
version.py | 6 +-
web/package.json | 2 +-
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