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Posted to commits@tvm.apache.org by le...@apache.org on 2022/09/10 10:11:17 UTC
[tvm] branch aarch64_frontend_tests updated (c44156032e -> 6932009f94)
This is an automated email from the ASF dual-hosted git repository.
leandron pushed a change to branch aarch64_frontend_tests
in repository https://gitbox.apache.org/repos/asf/tvm.git
omit c44156032e [CI][aarch64] Enable ONNX and PyTorch tests on AArch64
add db1ed779f8 [docs] Update minimum compiler requirements for building from source (#12405)
add 779a7ada4f Add sort_by_time flag to debug_executor.run method (#12402)
add 3eb673478b [LowerVTCMAlloc] Move LowerVtcmAlloc to after StorageRewrite (#12364)
add 57a02f7e26 Update hexagon max_concurrency to be at most equal to the number of HVX units available. (#12394)
add 478b672f2b [skip ci] Revert "[ci] Default to n=2 for test parallelism (#12376)" (#12413)
add 1737308397 [WIP][Pylint] Making frontend tests pylint compliant (#12028)
add 96cac7501d [MetaSchedule] Filter vector_load_lens based on buffer dtype (#12408)
add 036aa722ae [TIR] Add pass ManifestSharedMemoryLocalStage (#12355)
add d33a332283 [TVMScript] Printer VarTable (#12336)
add 8dd621e564 [TIR] Expose ScriptComplete in header (#12419)
add d8846ec975 [TOPI][OP]change float multiplication of resize op to integer division (#12315)
add 33bf708755 [Fix] Fix precision issue in FFI converting `int/float` to `PrimExpr` (#12417)
add 0ac5dd7f64 [Fix] Fix errors in error checking and reporting (#12423)
add 24d9d398bb Add `operator()` to `support::With` (#12418)
add 8ec7a0a460 [TIR] Fix assert for tensorcore int8 intrinsics (#12365)
add 9d4df89833 [TIR] Allow converting `BufferRegion` to vectorized `BufferLoad` (#12420)
add 57a3b26343 [Fix] Fix `dtype` in Cache-Read/Write (#12421)
add e3d0305881 [TIR] Avoid `import *` in TIR tensor intrinsic registration (#12424)
add e111984117 [TIR] Allow `tir.Buffer` converted to `BufferLoad/BufferRegion` with `__getitem__` (#12422)
add d805ae3bd9 [TIR] Expose: `call_packed_lowered`, `call_cpacked_lowered` (#12425)
add bb513866ad [TIR] Expose Stack-related TVM builtins in Python (#12429)
add 849b2f9709 [CI][AArch64] Enable ONNX installation in ci_arm image (#12438)
add 25c4a73b1d Add ci_riscv image, update all to 20220810-060142-fae79bbc3. (#12369)
add 55f1d7e2c4 [TIR][UX] allow override when register TensorIntrin (#12439)
add 71d772fcf6 Zephyr: Add support for FVP (#12125)
add ecbe4ca0ed [MetaSchedule] Add logging of usage of tensor intrinsics (#12445)
add c477c763c3 [TIR] Expose Misc TIR operations to python (#12435)
add 09a4ac48ed [ETHOSN] Add support for Requantize (#12384)
add bd56231325 Use std::optional instead of dmlc::optional, NFC (#12443)
add 1ba17fe48b [HotFix] Op is not bound to any variables (#12401)
add 9e42166fe7 [Arith] Parse > and >= bounds in ConstIntBoundAnalyzer (#12457)
add b831b06f36 Expose `Struct/Tuple`-related TVM Builtins (#12452)
add 29ce66eeb4 Change tir::GetPointerType to return std::optional<DataType> (#12458)
add 1a9faeb77e [TVMScript] Printer IRDocsifier (#12396)
add 247c54b97d Use std::make_unique instead of std::unique_ptr(new ...), NFC (#12459)
add a1ddfb592f Remove uses of std::iterator, NFC (#12461)
add d2f9f254d2 Use std::string_view, remove experimental or pre-14 variants, NFC (#12460)
add 073304dadb [TVM PyTorch Integration] libstdc++ CXX11 ABI Compatibility & boolean tensor support (#12232)
add bcc7cde95c Expose Missing TIR Builtins to Python (#12466)
add b0b9bd976b [TIR] Expose TVM Backend API-related Builtins and Misc (#12468)
add c8b5a90950 [skip ci][microTVM] Add pytest-xdist to pyproject.toml (#12478)
add c9a350c800 [docs] Add instructions for uploading CI resources to S3 (#12476)
add f64a3bda25 [Frontend][Pytorch] Add axis N when maxpool3d layout is (C,D,H,W) (#12467)
add fb073510b6 [MetaSchedule] Handle deserializing empty string RVs in trace (#12481)
add 436c17f885 [HEXAGON][TOPI] This PR adjusts schedules so >64 length vector loads/stores are not generated at LLVM level. This is a workaround for an instruction selection issue in current version of llvm for hexagon (#12471)
add e140a27495 [COMMUNITY] Adam Straw -> Reviewer (#12480)
add aa97f4afb5 [TIR] Disallow vectorization with strides in VerifyGPUCode (#12477)
add 250b68e202 [TVMScript] IRBuilder, IRBuilderFrame base class (#12482)
add da7675c546 Fix memset of memory pool in PageMemoryManagerCreate (#12437)
add a96bda446c Add RISC-V build/test pipeline to Jenkins. (#12441)
add 88928a40f1 [HEXAGON] Auto-vectorization (fp16) for v68 (#12397)
add efd7c45462 [TIR] [bfloat16] add bfloat16 promotion for CallNode (#12370)
add d1e6f3949c [CMSIS-NN] Re-use CPU Target Parser (#12320)
add 6def53aeaa [Target] Only append default keys if target doesn't have any yet (#12474)
add 72b0f5ee34 [ci][tvmbot] Search more users when checking usernames (#12491)
add 5d17e2409b [COMMUNITY] MichaelJKlaiber -> reviewer (#12501)
add c0d440d7a4 Fix test_autotune to support schedules with no tuning space (#12484)
add 8b3401ce6b [microTVM] Add config space to dense_dsp schedule (#12444)
add 41be1b4533 [TOPI]fix scatterND large shape problem (#12200)
add 9d6039b879 fix group_conv3d caculate error (#12500)
add bdcfa01eae [Fix] Fix some typos (#11503)
add c83ee08c10 fix pytest (#12483)
add 1985c0153b [Relay][Layout] Add FInferCorrectLayout for L2 norm layout transform. (#12497)
add eb31123b7d fix temp array object reference in manifest_shared_memory_local_stage (#12516)
add 3b3443bd12 [TIR][Schedule][UX] Beautify TIR Trace Printing (#12507)
add 125c9caa02 [MetaSchedule] Implement ScheduleFn as a C++ class (#12513)
add 8ee4b604bc [MetaSchedule] Migrate MemoryDatabase to C++ (#12514)
add 92355f2ed5 [COMMUNITY] An Wang -> Reviewer (#12517)
add cc769fdc95 [TVMScript] Printer entry point (#12462)
add 262906516a [TVMScript] Printer: add boolean operators to OperationDoc (#12518)
add e9aad35cf3 fix group conv3d pack kernel shape error (#12523)
add 7c318d7196 [ETHOSN] Remove support for older versions of the driver stack (#12347)
add 8146a9bf2c [TIR] Support AllocateConst nodes in TensorIR scheduling flow (#12489)
add 48a8cbd57d [ONNX] Fix test to disable default ONNX frontend constant folding (#12532)
add 389675668a [CI] Set test dependency on "transformers" package with pytest.importorskip (#12528)
add 40fd43e24b [MicroTVM] expose project options in autotuning (#12479)
add 3f56851264 [TIR][Schedule] Support for specific consumer block targeting in cache_read (#12505)
add c1bd0227be [FIX] Fix bug in resize2d unittest func name (#12498)
add 4d7e7a8b57 [ci] xfail failing ethosu codegen tests (#12508)
add 66a31e97a7 [CI] Add alexnet and googlenet caffe model to request hook (#12510)
add e5e05feee3 [LLVM] Add "cl-opt" attribute to target_kind "llvm" (#12440)
add 902343a817 [BugFix][UMA] Fix order issue in uma_lower (#12447)
add 1e399fa451 [TIR] Add pass to check for out of bounds memory access (#12352)
add 8e95bba697 Remove mutable defaults in mlp_model (#12546)
add 3bd168194f check for CMSIS_PATH in project generation (#12547)
add 5cef6bf559 [microTVM] Rework evaluate_model_accuracy into a more generic helper function (#12539)
add 58f2139ffd [microTVM] Replace static fixtures with parameterization (#12530)
add e252d7f3ab [docs] Add CI contribution instructions (#12551)
add d26bf809e4 [ACL] Adjust mobilenet test for Keras 2.9 (#12541)
add 3983a472c6 [COMMUNITY] @konturn -> Reviewer (#12543)
add 383bd41931 Fix TFLite 2.9 tests (#12130)
add 52779f1273 [CMSIS-NN] Pad fusion with QNN Conv2D (#12353)
add d271678388 [CI][AArch64] Skip libgomp failures in integration tests (#12554)
add ff46fa15e0 [ETHOSN] Fix requantize output conversion (#12540)
add dd7ae2d3e5 [Relay] Add Rsqrt to SimplifyExpr (#12363)
add da5836f230 [AutoTVM] Add support for text buffers to ApplyHistoryBest (#12521)
add 1d71c1b4aa [skip ci][ci] Mark more ethosu tests with xfail (#12560)
add 99b9b74b12 [CI] Remove Vela from ci_cpu (#12533)
add 4d104e5ec6 [ETHOSN] Add support for special indices of Reshape (#12556)
add 8c23469e20 [MicroTVM] add heap-size to project options (#12390)
add 13ebbfb37f Replace std::result_of (deprecated in C++17) with std::invoke_result, NFC (#12562)
add 8174d082e8 Add using directives for otherwise hidden virtual functions, NFC (#12561)
add c15cc5ef6d [Target] Remove deprecated parameters from target (#12416)
add 577826182f [PyTorch][Fix] Fix for numerically unstable logsigmoid (#12563)
add e468dc28ea [microNPU] Force compute_cycles_hint to be interpreted as an int64 value (#12558)
add 90b2f0d369 [CI][CMSIS-NN] Running tests parallel using pytest-xdist (#12557)
add 989e5a1128 [ETHOSN] Add support for resize (#12535)
add 1ec2c36912 [TIR][CompactBufferAllocation] Improve upperbound estimation of buffer compaction (#12527)
add 592148abf6 [Target] Replace IsaAnalyzer with Target Features (#12322)
add 6e79f64108 [CI] Set test python.contrib.test_onnx.test_resize as xfail (#12568)
add a0fe74b3c3 [ETHOSN] Support multiply conversion to depthwise (#12403)
add 038523e5a2 [TIR] Expose Vector-related API in Python (#12571)
add bf65b396c1 [Hexagon] Add support to run on multiple devices (#12504)
add f53ee0cecf [Hexagon] Fix missing pytest import (#12565)
add 1afd059395 [TOPI][Hexagon] Implement quantized avgpool (#12340)
add 17989e8ab5 [microTVM] Fix `build` directory exists error (#12575)
add b8fbfe26ae [MicroTVM] fix compile error when the compiler implements char as unsigned (#12519)
add cd8fd9121d [TIR] Expose `shift_left` and `shift_right` to Python (#12584)
add 9aac161a46 [MetaSchedule] Add software pipeline in CUDA tensor core auto tensorization (#12544)
add b38738434b [TIR] Expose WMMA-related TensorCore builtins (#12589)
add 40bdea8d7a [PyTorch] Add aten::new_empty (#12591)
add fb7cf97fbc [CI] Install xgboost in Hexagon image (#12592)
add cc19cdd711 [microTVM][Zephyr] Add recommended heap size for NRF and qemu_x86 (#12585)
add 56b7c8ae96 [CI] Assert some unittests are not skipped in CI (#12436)
add 61c034ae27 [DOC] fix code-block error in debuggging TVM part (#12597)
add b547106fde [CI] github_cc_reviewers: Catch all exceptions so all reviewers can be processed (#12578)
add 399f2e9b70 [microNPU] Remove xfail from tests relating to #12511 (#12570)
add f7c143608f [ETHOSN] Support conversion of add to depthwise (#12531)
add 21db1eb586 [F2QI] Fix a rounding error on AvgPool when input and output affine scales differ (#12577)
add bb00a15c26 [CUDA][CodeGen] Fix cuda codegen's fp16 inf literal (#12581)
add 01fcdfcf5f [ci] Default to n=2 for test parallelism (#12414)
add 8d60b3cbbc [Runtime] Change default alignment to 64 bytes. (#12586)
add 5db38ba899 [COMMUNITY] @cconvey -> Reviewer (#12598)
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)
add c2824a84d5 [Testing] Allow NCHW layout in `relay_workload` (#12656)
add acbbd9f15a [ETHOSN] Improve inferring new shape of the Reshape operator (#12594)
add 0c374544a3 [TIR][TVMScript] Update printer / parser to make T.allocate return buffer var (#12412)
add d54c0651ec [Torch][AArch64] Skip test_load_model___wrong_language__to_pytorch (#12660)
add a399e6ce97 [ci] Add linter for PR title and body (#12367)
add c6516a534f [TIR] Allow string/buffer arguments to Schedule cache_read/write (#12661)
add aa6c7123d0 [ETHOSN] Fix tests pylint errors (#12649)
add 38ba8c0bb6 [Relay] Extract intermediate node by its expression ID (#12646)
add 038f15b5e2 [Hexagon] Implement fixed_point_multiply op through intrinsics. (#12659)
add 32f9a5f4d4 [MetaSchedule] Fix autoinline for single const consumer block (#12668)
add effcd2251b Add methods to get and set late-bound constants. (#12664)
add e814f798ed [Adreno] Change compute/schedule for ToMixedPrecision pass (#12537)
add 54786bbff3 [hexagon][tests] re-enable maxpool hardware test (#12676)
add 50dad0d9a3 [HEXAGON][TOPI]Slice Op Argmax uint8 (#12472)
add eecb7fd494 [MetaSchedule] Introduce `Union` and `OrderedUnion` in Database (#12628)
add 8ca8f24d54 [TIR] Handle DeclBuffer in ToSSA (#12679)
add 4acddb1d03 [COMMUNITY] Yaxing Cai -> Reviewer (#12683)
add b2d6600064 [PyTorch] Fix aten::arange for pytorch (#12681)
add bb56f2a972 [MetaSchedule][UX] Convenient Object Creation (#12643)
add 445a14f4c6 [ETHOSN] Fix some more pylint issues (#12675)
add 0549a08f4d [ETHOSN] Add support for concatenate with negative axis (#12686)
add 7c7b0f7a2f [ci][tvmbot] Trigger GitHub Actions after merging (#12361)
add 0cbf3aa6e2 [AutoTVM][Testing] Add `tune_relay` scripts (#12685)
add 4ed6564f76 [ci] Add tests for PR linter (#12680)
add 2734d044a2 [Adreno] Define memory_info for global.texture* (#12647)
add 28cad58fd0 [Web][Emscripten] Update EMCC C++ standard to C++17 (#12693)
add 5dcf62288b [ETHOSN] Use pytest parameterization for integration tests (#12688)
add b3edb6e227 [Apps] Pin android_camera TensorFlow/Keras dependency version (#12710)
add 832cffa1c1 [Hexagon][Runtime] Better support for 2-tier memory (#12574)
add 744649e53b [TIR][StorageRewrite] Allow in-place buffer reuse of non-flat memory (#12655)
add d4201a9d8e [COMMUNITY] ekalda -> Committer (#12715)
add 141b17b23a [Hexagon] Add optimized schedule for nn.pad (#12714)
add da48e13b66 [TVMC] Run module once by default (#12713)
add 85bf80c822 [Docs] Add Commit Message Guideline (#12689)
add 6cd31e7bf1 [TIR] Fix pragma_loop_partition_hint attrs should check it's value (#12699)
add 291dd2f063 support false-positive fast math (#12702)
add b55ffcd18b [ETHOSN] Add support for transpose convolution (#12674)
add ff9a5309ec [microTVM][Zephyr] Enable -O2 optimization on build by default (#12718)
add 269d536be0 [HEXAGON] [TOPI] Dequantize (#12677)
add 2622ac9e63 [Build] Update C++ standard to C++17 for AOT, iOS, VTA (#12712)
add 010c662938 [TVMScript] IRBuilder methods for `IRModule` (#12694)
add bee5627908 [TFLite][CI] Update TensorFlow dependency to 2.9.1 (#12131)
add 7f788dca4e [ci] Add onnx model to S3 (#12716)
add 546a7da2fe [ci] Re-balance shards (#12473)
add abb2aa062f [TIR] Add unroll_loop_with_partition_hint_no_interval attr in LoopPartitionConfig to unroll loop (#12631)
add 6be04d72c2 [OpenCLML] CLML Profiling fixes corresponding to OpenCL Timer recent … (#12711)
add 62bdc91b1a Add Arm DSP implementation of Depthwise Conv2D (#12448)
add cd99ca64cb [Relay] Change when int8 operations are converted to int16 on Arm (#12671)
add 2d36e46007 [CI][AArch64] Mark tests to be skipped due to torch crash (#12730)
add 4f4bc26607 [MetaSchedule] Mark two tests as xfail (#12733)
add ed630122c2 [Test] Add tvm.testing.requires_libtorch (#12737)
add b2bd434ef9 [TIR] Handle axis_separators during FlattenBuffer (#12652)
add 299ca267e7 [TIR] Update region min/extent in ReplaceBufferMutator (#12725)
add 64031d56d6 Move static array initialization into a function go avoid link errors (#12678)
add 89ce171b86 [TIR, Schedule] Check consumer in-bound and covered in reverse_compute_inline (#12717)
add 1c5ffc67ad [ci][docker] Use CMake 3.20.0 for cortexm (#12744)
add cb08a1251f [TF] Add DenseBincount support (#12728)
add 90fb79b74c [CI] Update Docker images to bring TF 2.9 and integration tests (#12738)
add 75969647fd Aligned CMSIS-NN SHA in TVM to CMSIS top of tree (#12723)
add 1d32c400f1 [microtvm][Zephyr] Add project overlay to overwrite device tree configs (#12741)
add 8bd81e6fbc [TVMScript] Base IRBuilder methods for `PrimFunc` (#12745)
add 14999f8add [TVMScript][TIR] Clarify scope of BlockNode::iter_vars (#12726)
add 574794e915 [OpenCL] Enable OpenCL for GPU tests (#12490)
add b21bf6638b [Frontend][Paddle] Fix op in paddle did't transmit layout information (#12658)
add 029fa462d2 [TIR][Arith] Add more strict checking in imm construction and folding. (#12515)
add 4c05656c65 [TOPI][Hexagon] Add test and schedule for uint8 resize2d (#12559)
add 2eed663643 [TOPI][Hexagon] Implement quantized elementwise for hexagon (#12606)
add 76f91b42b9 [ETHOSN] Update driver stack version to 22.08 (#12650)
add 6932009f94 [CI][aarch64] Enable ONNX and PyTorch tests on AArch64
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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/{docs_bot.yml => tests_bot.yml} | 11 +-
.github/workflows/tvmbot.yml | 2 +-
.../workflows/update_last_successful_branch.yml | 2 +-
.github/workflows/upload_ci_resource.yml | 2 +
CONTRIBUTORS.md | 9 +-
Jenkinsfile | 1852 +++++++++-----------
NEWS.md | 4 +-
apps/android_camera/models/requirements.txt | 4 +-
apps/cpp_rpc/win32_process.cc | 4 +-
apps/hexagon_api/CMakeLists.txt | 7 +-
apps/hexagon_launcher/README.md | 4 +-
apps/hexagon_launcher/cmake/android/CMakeLists.txt | 2 +-
apps/hexagon_launcher/cmake/hexagon/CMakeLists.txt | 2 +-
apps/howto_deploy/prepare_test_libs.py | 2 +-
apps/ios_rpc/tvmrpc.xcodeproj/project.pbxproj | 4 +-
apps/ios_rpc/tvmrpc/TVMRuntime.mm | 2 +-
apps/microtvm/poetry.lock | 667 ++-----
apps/microtvm/pyproject.toml | 3 +-
.../template_project/CMakeLists.txt.template | 11 +-
.../app-overlay/nucleo_l4r5zi.overlay | 21 +-
apps/microtvm/zephyr/template_project/boards.json | 9 +-
.../fvp-hack/FVP_Corstone_SSE-300_Ethos-U55 | 39 +-
.../zephyr/template_project/microtvm_api_server.py | 375 +++-
.../src/host_driven/fvp/semihost.c | 87 +
.../src/host_driven/fvp/semihost.h | 26 +-
.../zephyr/template_project/src/host_driven/main.c | 44 +-
apps/pt_tvmdsoop/tests/test_as_torch.py | 7 +-
apps/pt_tvmdsoop/tests/test_boolean_tensor.py | 129 ++
apps/sgx/src/build_model.py | 7 +-
apps/topi_recipe/README.md | 2 +-
apps/uma/_template/patterns.py | 5 +
.../wasm-graph/tools/build_graph_lib.py | 9 +-
ci/README.md | 1 +
ci/jenkins/Build.groovy.j2 | 18 +
ci/jenkins/Jenkinsfile.j2 | 19 +-
ci/jenkins/Prepare.groovy.j2 | 58 +-
ci/jenkins/Test.groovy.j2 | 32 +-
ci/jenkins/generate.py | 83 +-
ci/scripts/check_pr.py | 145 ++
{tests => ci}/scripts/cmd_utils.py | 0
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{tests => ci}/scripts/github_docs_comment.py | 0
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{tests => ci}/scripts/github_tag_teams.py | 0
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{tests => ci}/scripts/update_branch.py | 0
cmake/modules/HexagonSDK.cmake | 2 +-
cmake/modules/Zephyr.cmake | 3 +
cmake/modules/contrib/PT_TVMDSOOP.cmake | 68 +-
cmake/modules/contrib/TFLite.cmake | 2 +
conda/recipe/build.sh | 2 +-
docker/Dockerfile.ci_arm | 4 +
docker/Dockerfile.ci_cortexm | 3 +
docker/Dockerfile.ci_cpu | 10 +-
docker/Dockerfile.ci_gpu | 3 +
docker/Dockerfile.ci_hexagon | 4 +
docker/Dockerfile.ci_riscv | 3 +
docker/bash.sh | 2 +-
docker/install/ubuntu_install_cmake_source.sh | 12 +-
docker/install/ubuntu_install_cmsis.sh | 4 +-
.../install/ubuntu_install_ethosn_driver_stack.sh | 2 +-
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 +-
docker/install/ubuntu_install_zephyr.sh | 3 +-
docs/arch/convert_layout.rst | 10 +-
docs/arch/inferbound.rst | 4 +-
docs/arch/pass_infra.rst | 2 +-
docs/arch/security.rst | 2 +-
docs/contribute/ci.rst | 23 +
docs/contribute/code_guide.rst | 6 +-
docs/contribute/pull_request.rst | 113 +-
docs/dev/how_to/debugging_tvm.rst | 2 +-
docs/dev/how_to/relay_bring_your_own_codegen.rst | 2 +-
docs/how_to/deploy/index.rst | 2 +-
docs/index.rst | 2 +-
docs/install/from_source.rst | 6 +-
docs/reference/langref/hybrid_script.rst | 2 +-
gallery/how_to/optimize_operators/opt_gemm.py | 2 +-
.../tune_with_autoscheduler/ci_logs/matmul.json | 2 +-
.../ci_logs/resnet-50-NHWC-B1-llvm.json | 52 +-
.../ci_logs/sparse_dense.json | 2 +-
gallery/how_to/tune_with_autotvm/tune_relay_x86.py | 4 +-
gallery/how_to/work_with_microtvm/micro_tvmc.sh | 4 +-
gallery/tutorial/auto_scheduler_matmul_x86.py | 2 -
include/tvm/arith/int_set.h | 39 +-
include/tvm/auto_scheduler/feature.h | 8 +-
include/tvm/ir/expr.h | 4 +-
include/tvm/ir/type.h | 2 +-
include/tvm/meta_schedule/apply_history_best.h | 115 --
include/tvm/meta_schedule/cost_model.h | 2 +-
include/tvm/meta_schedule/database.h | 59 +
include/tvm/meta_schedule/extracted_task.h | 14 -
include/tvm/meta_schedule/schedule_rule.h | 3 +-
include/tvm/meta_schedule/space_generator.h | 9 +-
include/tvm/relay/attrs/image.h | 14 +-
include/tvm/relay/transform.h | 2 +-
include/tvm/runtime/c_backend_api.h | 2 +-
include/tvm/runtime/container/map.h | 63 +-
include/tvm/runtime/container/string.h | 35 +-
include/tvm/runtime/crt/module.h | 2 +-
include/tvm/runtime/device_api.h | 4 +-
include/tvm/runtime/logging.h | 3 +-
include/tvm/runtime/module.h | 2 +-
include/tvm/runtime/vm/executable.h | 13 +
include/tvm/runtime/vm/vm.h | 2 +-
include/tvm/script/ir_builder/base.h | 302 ++++
include/tvm/script/ir_builder/ir/frame.h | 73 +
.../tvm/script/ir_builder/ir/ir.h | 29 +-
include/tvm/script/ir_builder/tir/frame.h | 155 ++
.../tvm/script/ir_builder/tir/ir.h | 30 +-
include/tvm/script/printer.h | 56 +
include/tvm/script/printer/doc.h | 57 +-
include/tvm/script/printer/ir_docsifier.h | 230 +++
include/tvm/script/printer/traced_object.h | 2 +-
include/tvm/script/printer/traced_object_functor.h | 21 +
include/tvm/script/printer/var_table.h | 144 ++
include/tvm/support/span.h | 14 +-
include/tvm/support/with.h | 32 +
include/tvm/target/target.h | 2 +-
include/tvm/target/target_info.h | 6 +-
include/tvm/target/target_kind.h | 6 +-
include/tvm/te/operation.h | 2 +-
include/tvm/te/schedule.h | 4 +-
include/tvm/te/schedule_pass.h | 2 +-
include/tvm/tir/analysis.h | 11 +
include/tvm/tir/function.h | 3 +-
include/tvm/tir/op.h | 22 +-
include/tvm/tir/schedule/schedule.h | 18 +-
include/tvm/tir/stmt.h | 4 +
include/tvm/tir/transform.h | 6 +
include/tvm/topi/detail/extern.h | 2 +-
include/tvm/topi/elemwise.h | 2 +-
include/tvm/topi/transform.h | 16 +-
.../src/main/native/org_apache_tvm_native_c_api.cc | 4 +-
python/setup.py | 5 +-
python/tvm/_ffi/_ctypes/packed_func.py | 2 +-
python/tvm/_ffi/runtime_ctypes.py | 2 +-
python/tvm/arith/__init__.py | 8 +-
python/tvm/arith/int_set.py | 48 +
python/tvm/auto_scheduler/testing/tune_relay.py | 99 +-
python/tvm/autotvm/record.py | 31 +-
python/tvm/autotvm/task/dispatcher.py | 87 +-
.../tvm/autotvm/testing/__init__.py | 8 +-
python/tvm/autotvm/testing/tune_relay.py | 263 +++
python/tvm/contrib/cutlass/build.py | 4 +-
python/tvm/contrib/debugger/debug_executor.py | 6 +-
python/tvm/contrib/emcc.py | 2 +-
.../tvm/contrib/ethosu/cascader/device_config.py | 2 +-
python/tvm/contrib/ethosu/cascader/scheduler.py | 6 +-
python/tvm/contrib/hexagon/meta_schedule.py | 166 ++
python/tvm/contrib/hexagon/pytest_plugin.py | 63 +-
python/tvm/contrib/hexagon/session.py | 8 +-
python/tvm/contrib/hexagon/tools.py | 7 +
python/tvm/contrib/pipeline_executor_build.py | 2 +-
python/tvm/contrib/torch/__init__.py | 25 +-
python/tvm/contrib/torch/module.py | 17 +
python/tvm/contrib/torch/pytorch_tvm.py | 21 +
python/tvm/driver/tvmc/micro.py | 6 +-
python/tvm/driver/tvmc/runner.py | 58 +-
python/tvm/error.py | 2 +-
python/tvm/ir/base.py | 2 +-
python/tvm/ir/diagnostics/__init__.py | 2 +-
python/tvm/meta_schedule/__init__.py | 1 -
python/tvm/meta_schedule/apply_history_best.py | 130 --
python/tvm/meta_schedule/builder/__init__.py | 2 +-
python/tvm/meta_schedule/builder/builder.py | 17 +
python/tvm/meta_schedule/cost_model/mlp_model.py | 37 +-
python/tvm/meta_schedule/database/__init__.py | 5 +-
python/tvm/meta_schedule/database/database.py | 166 +-
python/tvm/meta_schedule/database/json_database.py | 31 +-
.../tvm/meta_schedule/database/memory_database.py | 55 +-
.../database/ordered_union_database.py | 112 ++
.../meta_schedule/database/schedule_fn_database.py | 35 +-
.../tvm/meta_schedule/database/union_database.py | 112 ++
python/tvm/meta_schedule/default_config.py | 17 +-
python/tvm/meta_schedule/relay_integration.py | 29 +-
python/tvm/meta_schedule/runner/__init__.py | 12 +-
python/tvm/meta_schedule/runner/runner.py | 22 +-
.../schedule_rule/multi_level_tiling.py | 4 +
.../tvm/meta_schedule/search_strategy/__init__.py | 2 +-
.../search_strategy/search_strategy.py | 29 +
.../tvm/meta_schedule/space_generator/__init__.py | 4 +-
.../meta_schedule/space_generator/schedule_fn.py | 88 +-
.../space_generator/space_generator.py | 39 +-
.../tvm/meta_schedule/task_scheduler/__init__.py | 4 +-
.../meta_schedule/task_scheduler/task_scheduler.py | 20 +
python/tvm/meta_schedule/testing/relay_workload.py | 47 +-
python/tvm/meta_schedule/testing/schedule_rule.py | 12 +-
.../tvm/meta_schedule/testing/space_generation.py | 2 +-
python/tvm/meta_schedule/testing/tune_relay.py | 36 +-
python/tvm/meta_schedule/testing/utils.py | 78 -
python/tvm/meta_schedule/tune.py | 12 +-
python/tvm/meta_schedule/tune_context.py | 6 +-
python/tvm/micro/testing/__init__.py | 2 +-
python/tvm/micro/testing/evaluation.py | 44 +-
python/tvm/micro/testing/pytest_plugin.py | 31 +-
python/tvm/micro/testing/utils.py | 11 +-
python/tvm/relay/analysis/analysis.py | 38 +
.../tvm/relay/backend/contrib/ethosu/legalize.py | 2 +-
python/tvm/relay/backend/contrib/uma/api/lower.py | 22 +-
python/tvm/relay/build_module.py | 78 -
python/tvm/relay/frontend/caffe.py | 2 +-
python/tvm/relay/frontend/keras.py | 8 +-
python/tvm/relay/frontend/onnx.py | 2 +-
python/tvm/relay/frontend/paddlepaddle.py | 5 +-
python/tvm/relay/frontend/pytorch.py | 65 +-
python/tvm/relay/frontend/qnn_torch.py | 42 +-
python/tvm/relay/frontend/tensorflow_ops.py | 55 +
python/tvm/relay/op/_tensor.py | 1 +
python/tvm/relay/op/_transform.py | 4 +-
python/tvm/relay/op/algorithm.py | 2 +-
python/tvm/relay/op/contrib/_ethosn.py | 1 +
python/tvm/relay/op/contrib/cmsisnn.py | 50 +-
python/tvm/relay/op/contrib/dnnl.py | 3 +-
python/tvm/relay/op/contrib/ethosn.py | 189 +-
python/tvm/relay/op/nn/_nn.py | 2 +-
python/tvm/relay/op/strategy/adreno.py | 142 +-
python/tvm/relay/op/strategy/arm_cpu.py | 39 +-
python/tvm/relay/op/strategy/generic.py | 8 +
python/tvm/relay/op/strategy/hexagon.py | 7 +
python/tvm/relay/qnn/op/legalizations.py | 22 +-
.../transform/fake_quantization_to_integer.py | 64 +-
python/tvm/rpc/minrpc.py | 4 +-
python/tvm/rpc/proxy.py | 2 +-
python/tvm/runtime/object_generic.py | 14 +-
python/tvm/runtime/vm.py | 10 +
python/tvm/script/highlight.py | 28 +-
.../tvm/script/ir_builder/__init__.py | 9 +-
.../_ethosn.py => script/ir_builder/_ffi_api.py} | 6 +-
python/tvm/script/ir_builder/base.py | 181 ++
.../tvm/script/ir_builder/ir/__init__.py | 10 +-
.../ir_builder/ir/_ffi_api.py} | 6 +-
.../_ethosn.py => script/ir_builder/ir/frame.py} | 10 +-
.../_ethosn.py => script/ir_builder/ir/ir.py} | 8 +-
.../tvm/script/ir_builder/tir/__init__.py | 9 +-
.../ir_builder/tir/_ffi_api.py} | 6 +-
.../__init__.py => ir_builder/tir/frame.py} | 19 +-
.../tvm/script/ir_builder/tir/ir.py | 48 +-
python/tvm/script/parser.py | 2 +-
python/tvm/script/printer/__init__.py | 1 +
python/tvm/script/printer/doc.py | 55 +-
python/tvm/script/printer/entry.py | 71 +
python/tvm/script/printer/ir_docsifier.py | 245 +++
python/tvm/script/printer/var_table.py | 118 ++
python/tvm/script/tir/__init__.pyi | 18 +-
python/tvm/script/tir/intrin.py | 9 +
python/tvm/script/tir/scope_handler.py | 61 +-
python/tvm/target/tag.py | 2 +-
python/tvm/target/target.py | 62 +-
python/tvm/te/operation.py | 18 +-
python/tvm/testing/aot.py | 25 +-
python/tvm/testing/plugin.py | 42 +
python/tvm/testing/utils.py | 27 +
python/tvm/tir/__init__.py | 21 +-
python/tvm/tir/analysis/analysis.py | 11 +
python/tvm/tir/buffer.py | 41 +-
python/tvm/tir/function.py | 10 +-
python/tvm/tir/op.py | 1358 +++++++++++++-
python/tvm/tir/schedule/_type_checker.py | 40 +
python/tvm/tir/schedule/schedule.py | 73 +-
python/tvm/tir/schedule/trace.py | 14 +
python/tvm/tir/tensor_intrin/__init__.py | 6 +-
python/tvm/tir/tensor_intrin/arm_cpu.py | 1 +
python/tvm/tir/tensor_intrin/cuda.py | 58 +-
python/tvm/tir/tensor_intrin/hexagon.py | 71 +
python/tvm/tir/transform/transform.py | 11 +
python/tvm/tir/usmp/utils.py | 2 +-
python/tvm/topi/adreno/conv2d_alter_op.py | 48 +-
python/tvm/topi/adreno/conv2d_nchw.py | 117 +-
python/tvm/topi/adreno/conv2d_nchw_winograd.py | 45 +-
python/tvm/topi/adreno/conv2d_nhwc.py | 111 +-
python/tvm/topi/adreno/conv2d_nhwc_winograd.py | 45 +-
python/tvm/topi/adreno/conv2d_winograd_common.py | 19 +-
python/tvm/topi/adreno/depthwise_conv2d_nchw.py | 42 +-
python/tvm/topi/adreno/depthwise_conv2d_nhwc.py | 38 +-
python/tvm/topi/adreno/utils.py | 14 +
python/tvm/topi/arm_cpu/conv2d_alter_op.py | 2 +-
python/tvm/topi/arm_cpu/dense.py | 8 +-
python/tvm/topi/arm_cpu/depthwise_conv2d.py | 19 +
python/tvm/topi/arm_cpu/mprofile/dsp/dense.py | 56 +-
.../topi/arm_cpu/mprofile/dsp/depthwise_conv2d.py | 245 +++
.../dsp/micro_kernel/quad_channel_convolve.py | 180 ++
python/tvm/topi/arm_cpu/mprofile/dsp/pool.py | 3 +-
python/tvm/topi/arm_cpu/tensor_intrin.py | 2 +-
python/tvm/topi/cuda/conv2d_winograd.py | 1 +
python/tvm/topi/cuda/sort.py | 4 +-
python/tvm/topi/cuda/sparse.py | 4 +-
python/tvm/topi/cuda/unique.py | 2 +-
python/tvm/topi/hexagon/__init__.py | 3 +
python/tvm/topi/hexagon/injective.py | 7 +-
python/tvm/topi/hexagon/{injective.py => pad.py} | 33 +-
python/tvm/topi/hexagon/{ => qnn}/__init__.py | 17 +-
python/tvm/topi/hexagon/qnn/avg_pool2d.py | 205 +++
python/tvm/topi/hexagon/qnn/dequantize.py | 94 +
python/tvm/topi/hexagon/qnn/qadd_qsub_qmul.py | 270 +++
python/tvm/topi/hexagon/resize2d.py | 41 +-
python/tvm/topi/hexagon/slice_ops/__init__.py | 2 +-
python/tvm/topi/hexagon/slice_ops/argmax.py | 7 +
python/tvm/topi/hexagon/slice_ops/avg_pool2d.py | 24 +-
python/tvm/topi/hexagon/slice_ops/cast.py | 6 +-
python/tvm/topi/hexagon/tensor_intrin.py | 71 +
python/tvm/topi/hexagon/utils.py | 143 ++
python/tvm/topi/image/resize.py | 65 +-
python/tvm/topi/transform.py | 4 +-
python/tvm/topi/unique.py | 2 +-
python/tvm/topi/x86/conv3d.py | 12 +-
src/arith/analyzer.cc | 2 +-
src/arith/const_fold.h | 112 +-
src/arith/const_int_bound.cc | 51 +-
src/arith/int_set.cc | 135 +-
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 +-
.../torch/pt_call_tvm/RuntimeModuleWrapper.cc | 259 ---
.../tvm_module_wrapper/RuntimeModuleWrapperTVM.cc | 266 +++
.../RuntimeModuleWrapperTorch.cc | 215 +++
.../torch/tvm_module_wrapper/runtime_bridge.h | 116 ++
src/driver/driver_api.cc | 4 +-
src/ir/expr.cc | 47 +-
src/ir/instrument.cc | 5 +-
src/ir/span.cc | 2 +-
src/ir/transform.cc | 2 +-
src/meta_schedule/apply_history_best.cc | 165 --
src/meta_schedule/database/database.cc | 67 +
src/meta_schedule/database/json_database.cc | 26 +-
src/meta_schedule/database/memory_database.cc | 111 ++
.../database/ordered_union_database.cc | 86 +
src/meta_schedule/database/schedule_fn_database.cc | 103 ++
src/meta_schedule/database/union_database.cc | 88 +
src/meta_schedule/extracted_task.cc | 61 +-
.../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 | 7 +-
.../schedule_rule/cross_thread_reduction.cc | 6 +-
.../schedule_rule/multi_level_tiling.cc | 32 +-
.../schedule_rule/multi_level_tiling.h | 2 +
.../multi_level_tiling_tensor_core.cc | 133 +-
.../multi_level_tiling_with_intrin.cc | 3 +
.../schedule_rule/random_compute_location.cc | 2 +-
src/meta_schedule/schedule_rule/winograd.cc | 29 +-
.../space_generator/post_order_apply.cc | 8 +-
src/meta_schedule/space_generator/schedule_fn.cc | 90 +
src/meta_schedule/utils.h | 25 +-
src/node/reflection.cc | 2 +-
src/parser/parser.cc | 2 +-
src/printer/meta_data.h | 4 +-
src/printer/tir_text_printer.cc | 2 +-
src/printer/tvmscript_printer.cc | 208 ++-
src/relay/analysis/call_graph.cc | 2 +-
src/relay/analysis/dependency_graph.cc | 4 +-
src/relay/analysis/extract_intermediate_expr.cc | 88 +
src/relay/backend/annotate_used_memory.cc | 2 +-
src/relay/backend/contrib/cmsisnn/buffer_size.cc | 38 +-
src/relay/backend/contrib/cmsisnn/buffer_size.h | 18 +-
.../backend/contrib/cmsisnn/compiler_attrs.cc | 42 +-
src/relay/backend/contrib/cmsisnn/compiler_attrs.h | 14 +-
src/relay/backend/contrib/cmsisnn/fuse_pads.cc | 209 +++
src/relay/backend/contrib/cmsisnn/relay_to_tir.cc | 16 +-
src/relay/backend/contrib/cmsisnn/target.cc | 8 +-
src/relay/backend/contrib/ethosn/codegen.cc | 130 +-
src/relay/backend/contrib/ethosn/codegen_ethosn.h | 4 +-
.../backend/contrib/ethosn/convert_equivalent.cc | 238 +++
src/relay/backend/contrib/ethosn/ethosn_api.cc | 257 ++-
src/relay/backend/contrib/ethosn/ethosn_api.h | 39 +
.../backend/contrib/ethosn/ethosn_api_version.h | 58 -
src/relay/backend/task_extraction.cc | 29 +-
src/relay/backend/te_compiler.cc | 1 +
src/relay/backend/te_compiler_cache.cc | 95 +-
src/relay/backend/te_compiler_cache.h | 7 +-
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/op/make_op.h | 2 +
src/relay/op/nn/nn.cc | 38 +-
src/relay/op/nn/pooling.cc | 4 +-
src/relay/op/tensor/transform.cc | 6 +-
src/relay/qnn/op/add.cc | 4 +-
src/relay/qnn/op/convolution.cc | 4 +-
src/relay/qnn/op/leaky_relu.cc | 6 +-
src/relay/qnn/op/mul.cc | 2 +-
src/relay/qnn/op/requantize.cc | 3 +-
src/relay/qnn/op/subtract.cc | 2 +-
src/relay/qnn/utils.cc | 6 +-
src/relay/qnn/utils.h | 4 +
src/relay/quantize/realize.cc | 6 +-
src/relay/transforms/annotate_texture_storage.cc | 4 +
src/relay/transforms/combine_parallel_conv2d.cc | 4 +-
src/relay/transforms/combine_parallel_dense.cc | 4 +-
src/relay/transforms/compiler_function_utils.cc | 2 +
src/relay/transforms/convert_sparse_conv2d.cc | 2 +-
src/relay/transforms/convert_sparse_dense.cc | 8 +-
src/relay/transforms/dead_code.cc | 2 +-
.../transforms/fake_quantization_to_integer.cc | 2 +-
src/relay/transforms/fold_explicit_padding.cc | 13 +-
src/relay/transforms/fold_scale_axis.cc | 2 +-
src/relay/transforms/fuse_ops.cc | 2 +-
src/relay/transforms/let_list.h | 2 +-
src/relay/transforms/partial_eval.cc | 2 +-
src/relay/transforms/pattern_utils.h | 69 +-
src/relay/transforms/simplify_expr.cc | 72 +
src/relay/transforms/to_cps.cc | 2 +-
src/relay/transforms/type_infer.cc | 4 +-
src/runtime/c_runtime_api.cc | 2 +-
src/runtime/container.cc | 4 -
src/runtime/contrib/clml/clml_runtime.cc | 161 +-
src/runtime/contrib/edgetpu/edgetpu_runtime.cc | 2 +-
src/runtime/contrib/ethosn/ethosn_device.cc | 38 +-
src/runtime/contrib/ethosn/ethosn_device.h | 7 -
src/runtime/contrib/ethosn/ethosn_runtime.cc | 12 -
src/runtime/contrib/ethosn/ethosn_runtime.h | 3 -
src/runtime/contrib/tflite/tflite_runtime.cc | 2 +-
src/runtime/crt/common/crt_runtime_api.c | 2 +-
src/runtime/crt/graph_executor/load_json.c | 2 +-
src/runtime/crt/memory/page_allocator.c | 2 +-
.../graph_executor/debug/graph_executor_debug.cc | 4 +-
src/runtime/graph_executor/graph_executor.cc | 8 +-
src/runtime/hexagon/hexagon_buffer.cc | 17 +-
src/runtime/hexagon/hexagon_device_api.cc | 50 +-
src/runtime/hexagon/hexagon_user_dma.cc | 114 +-
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/hexagon/rpc/simulator/rpc_server.cc | 2 +-
src/runtime/hexagon/rpc/simulator/session.cc | 113 +-
src/runtime/metal/metal_common.h | 4 +-
src/runtime/opencl/opencl_common.h | 2 +-
src/runtime/rpc/rpc_event_impl.cc | 2 +-
src/runtime/rpc/rpc_pipe_impl.cc | 5 +-
src/runtime/rpc/rpc_socket_impl.cc | 8 +-
src/runtime/thread_pool.cc | 13 +-
src/runtime/thread_storage_scope.h | 2 +-
src/runtime/threading_backend.cc | 22 +-
src/runtime/vm/executable.cc | 24 +-
src/runtime/vm/pooled_allocator.h | 2 +-
src/runtime/vm/profiler/vm.cc | 2 +-
src/runtime/vm/profiler/vm.h | 4 +-
src/script/ir_builder/base.cc | 115 ++
.../target.cc => script/ir_builder/ir/frame.cc} | 39 +-
.../ir_builder/ir/ir.cc} | 30 +-
src/script/ir_builder/tir/frame.cc | 59 +
.../ir_builder/tir/ir.cc} | 34 +-
src/script/ir_builder/tir/utils.h | 68 +
src/script/printer.cc | 54 +
src/script/printer/doc.cc | 2 +
src/script/printer/ir_docsifier.cc | 108 ++
src/script/printer/python_doc_printer.cc | 6 +
src/script/printer/traced_object_functor.cc | 10 +
src/script/printer/var_table.cc | 108 ++
src/support/generic_arena.h | 2 +-
src/support/scalars.cc | 4 -
src/support/scalars.h | 4 +
src/target/llvm/codegen_amdgpu.cc | 2 +-
src/target/llvm/codegen_cpu.cc | 3 +-
src/target/llvm/codegen_hexagon.cc | 2 +-
src/target/llvm/codegen_nvptx.cc | 2 +-
src/target/llvm/llvm_instance.cc | 430 ++++-
src/target/llvm/llvm_instance.h | 194 +-
src/target/llvm/llvm_module.cc | 8 +-
src/target/parsers/mprofile.cc | 10 +-
src/target/source/codegen_c.cc | 2 +-
src/target/source/codegen_cuda.cc | 7 +-
src/target/source/codegen_vhls.cc | 2 +-
src/target/source/ptx.cc | 12 +-
src/target/target.cc | 11 +-
src/target/target_kind.cc | 63 +-
src/te/autodiff/ad_simplify.cc | 18 +-
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/create_primfunc.cc | 12 +
src/te/operation/create_primfunc.h | 8 +
src/te/operation/cross_thread_reduction.cc | 2 +-
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/te/schedule/schedule_postproc_to_primfunc.cc | 2 +-
src/tir/analysis/estimate_flops.cc | 1 +
src/tir/analysis/oob_checker.cc | 130 ++
src/tir/analysis/verify_gpu_code.cc | 17 +
src/tir/ir/buffer.cc | 8 +-
src/tir/ir/buffer_common.h | 16 +-
src/tir/ir/expr.cc | 26 +-
src/tir/ir/function.cc | 8 +-
src/tir/ir/script/script_complete.cc | 5 +-
.../ir/script/script_complete.h} | 21 +-
src/tir/ir/stmt.cc | 8 +-
src/tir/op/op.cc | 62 +-
src/tir/schedule/analysis/analysis.cc | 59 +-
src/tir/schedule/block_scope.cc | 2 +-
src/tir/schedule/concrete_schedule.cc | 23 +-
src/tir/schedule/concrete_schedule.h | 17 +-
src/tir/schedule/error.cc | 4 +-
src/tir/schedule/primitive.h | 16 +-
src/tir/schedule/primitive/block_annotate.cc | 10 +-
src/tir/schedule/primitive/blockize_tensorize.cc | 2 +-
src/tir/schedule/primitive/cache_read_write.cc | 75 +-
src/tir/schedule/primitive/compute_at.cc | 81 +-
src/tir/schedule/primitive/compute_inline.cc | 139 +-
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 | 28 +-
src/tir/schedule/trace.cc | 15 +-
src/tir/schedule/traced_schedule.cc | 27 +-
src/tir/schedule/traced_schedule.h | 11 +-
src/tir/schedule/transform.cc | 52 +-
src/tir/schedule/utils.h | 69 +-
src/tir/transforms/bf16_legalize.cc | 21 +
src/tir/transforms/bind_params.cc | 79 +-
src/tir/transforms/common_subexpr_elim.cc | 6 +-
src/tir/transforms/common_subexpr_elim_tools.cc | 2 +-
src/tir/transforms/common_subexpr_elim_tools.h | 5 +-
src/tir/transforms/compact_buffer_region.cc | 2 +-
src/tir/transforms/convert_blocks_to_opaque.cc | 39 +-
src/tir/transforms/coproc_sync.cc | 34 +-
src/tir/transforms/flatten_buffer.cc | 123 +-
src/tir/transforms/inject_double_buffer.cc | 4 +-
src/tir/transforms/inject_ptx_async_copy.cc | 8 +-
src/tir/transforms/inject_software_pipeline.cc | 7 +-
src/tir/transforms/inject_virtual_thread.cc | 2 +-
src/tir/transforms/ir_utils.cc | 9 +
src/tir/transforms/ir_utils.h | 12 +-
src/tir/transforms/loop_partition.cc | 96 +-
src/tir/transforms/lower_cross_thread_reduction.cc | 15 +-
src/tir/transforms/lower_opaque_block.cc | 61 +-
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 | 281 +++
.../plan_update_buffer_allocation_location.cc | 36 +-
src/tir/transforms/storage_access.h | 2 +-
src/tir/transforms/storage_flatten.cc | 2 +-
src/tir/transforms/storage_rewrite.cc | 47 +-
.../cpp-runtime/hexagon/hexagon_user_dma_tests.cc | 178 ++
tests/cpp-runtime/hexagon/ring_buffer_tests.cc | 190 ++
tests/cpp-runtime/opencl/opencl_timer_test.cc | 1 +
tests/cpp-runtime/opencl/run_gtests.cc | 2 +-
tests/cpp/aot_metadata_test.cc | 2 +-
tests/cpp/c_codegen_test.cc | 10 +-
.../backend/contrib/cmsisnn/buffer_size_test.cc | 37 +-
.../backend/contrib/cmsisnn/compiler_attrs_test.cc | 114 +-
tests/cpp/target/parsers/mprofile_test.cc | 3 +-
tests/cpp/target_test.cc | 167 +-
tests/cpp/tvmscript_printer_irdocsifier_test.cc | 112 ++
...tvmscript_printer_traced_object_functor_test.cc | 14 +
tests/cpp/tvmscript_printer_var_table_test.cc | 158 ++
tests/lint/check_file_type.py | 4 +-
tests/lint/pylint.sh | 14 +
tests/micro/arduino/test_arduino_workflow.py | 13 +-
tests/micro/common/conftest.py | 16 -
tests/micro/common/test_autotune.py | 20 +-
tests/micro/zephyr/conftest.py | 28 +
tests/micro/zephyr/test_zephyr.py | 81 +-
tests/micro/zephyr/test_zephyr_aot_exec.py | 14 +-
.../zephyr/test_zephyr_aot_exec_standalone.py | 8 +-
tests/micro/zephyr/test_zephyr_armv7m.py | 4 +-
tests/python/ci/sample_prs/pr10786-badci.json | 130 --
.../ci/sample_prs/pr10786-changes-requested.json | 131 --
tests/python/ci/sample_prs/pr10786-co-authors.json | 129 --
.../ci/sample_prs/pr10786-invalid-author.json | 130 --
tests/python/ci/sample_prs/pr10786-merges.json | 129 --
.../python/ci/sample_prs/pr10786-missing-job.json | 129 --
.../python/ci/sample_prs/pr10786-nottriggered.json | 129 --
tests/python/ci/sample_prs/pr10786-oldreview.json | 129 --
.../{pr10786-ignore-jobs.json => pr10786.json} | 5 +-
.../sample_prs/pr11244-unauthorized-comment.json | 103 --
tests/python/ci/sample_prs/pr11267-no-review.json | 144 --
tests/python/ci/sample_prs/pr11442-rerun-ci.json | 183 --
tests/python/ci/test_ci.py | 972 +++++-----
tests/python/ci/test_tvmbot.py | 400 +++--
tests/python/ci/test_utils.py | 33 +-
.../contrib/test_arm_compute_lib/infrastructure.py | 2 +-
.../contrib/test_arm_compute_lib/test_network.py | 22 +-
tests/python/contrib/test_bnns/infrastructure.py | 2 +-
tests/python/contrib/test_clml/infrastructure.py | 6 +-
tests/python/contrib/test_clml/test_network.py | 4 +-
tests/python/contrib/test_clml/test_ops.py | 2 +-
tests/python/contrib/test_cmsisnn/test_conv2d.py | 277 ++-
.../python/contrib/test_cmsisnn/test_fuse_pads.py | 340 ++++
tests/python/contrib/test_cmsisnn/utils.py | 45 +-
tests/python/contrib/test_dlpack.py | 10 +-
tests/python/contrib/test_ethosn/infrastructure.py | 125 +-
tests/python/contrib/test_ethosn/test_addition.py | 214 ++-
.../python/contrib/test_ethosn/test_concatenate.py | 51 +-
.../test_ethosn/test_constant_duplication.py | 10 +-
tests/python/contrib/test_ethosn/test_conv2d.py | 426 ++---
.../contrib/test_ethosn/test_conv2d_transpose.py | 234 +++
.../test_ethosn/test_convert_equivalents.py | 178 ++
.../contrib/test_ethosn/test_depth_to_space.py | 55 +-
.../contrib/test_ethosn/test_fullyconnected.py | 114 +-
.../python/contrib/test_ethosn/test_leaky_relu.py | 2 +
tests/python/contrib/test_ethosn/test_mean.py | 2 +
tests/python/contrib/test_ethosn/test_multiply.py | 196 +++
tests/python/contrib/test_ethosn/test_networks.py | 86 +-
.../contrib/test_ethosn/test_partition_params.py | 24 +-
tests/python/contrib/test_ethosn/test_pooling.py | 81 +-
tests/python/contrib/test_ethosn/test_relu.py | 67 +-
.../python/contrib/test_ethosn/test_requantize.py | 154 ++
tests/python/contrib/test_ethosn/test_reshape.py | 48 +-
tests/python/contrib/test_ethosn/test_resize.py | 131 ++
tests/python/contrib/test_ethosn/test_sigmoid.py | 79 +-
tests/python/contrib/test_ethosn/test_split.py | 79 +-
tests/python/contrib/test_ethosn/test_tanh.py | 4 +
.../python/contrib/test_ethosn/test_topologies.py | 127 +-
tests/python/contrib/test_ethosu/test_codegen.py | 8 +-
.../test_ethosu/test_copy_compute_reordering.py | 228 +--
.../contrib/test_ethosu/test_encode_constants.py | 48 +-
.../contrib/test_ethosu/test_hoist_allocates.py | 75 +-
.../contrib/test_ethosu/test_merge_constants.py | 158 +-
.../test_ethosu/test_remove_concatenates.py | 3 +-
.../contrib/test_ethosu/test_replace_conv2d.py | 18 +-
.../contrib/test_ethosu/test_replace_copy.py | 9 +-
tests/python/contrib/test_ethosu/test_scheduler.py | 12 +-
.../test_ethosu/test_tir_to_cs_translator.py | 99 +-
tests/python/contrib/test_ethosu/test_vela_api.py | 18 +-
.../test_hexagon/conv2d/test_conv2d_conv2d.md | 2 +-
.../python/contrib/test_hexagon/infrastructure.py | 57 +-
.../test_hexagon/test_fixed_point_conversion.py | 64 +
.../test_hexagon/test_fixed_point_multiply.py | 140 ++
.../contrib/test_hexagon/test_memory_alloc.py | 85 +
.../contrib/test_hexagon/test_meta_schedule.py | 211 +++
.../contrib/test_hexagon/test_run_unit_tests.py | 7 +-
.../topi/test_add_subtract_multiply.py | 217 ++-
.../contrib/test_hexagon/topi/test_argmax_slice.py | 14 +-
.../test_hexagon/topi/test_avg_pool2d_slice.py | 209 ++-
.../contrib/test_hexagon/topi/test_cast_slice.py | 6 +-
...test_tanh_slice.py => test_dequantize_slice.py} | 82 +-
.../test_hexagon/topi/test_max_pool2d_slice.py | 3 -
tests/python/contrib/test_hexagon/topi/test_pad.py | 57 +
.../contrib/test_hexagon/topi/test_resize2d.py | 52 +-
.../test_hexagon/topi/test_softmax_slice.py | 1 -
.../contrib/test_hexagon/topi/test_tanh_slice.py | 2 +-
tests/python/contrib/test_libtorch_ops.py | 2 +
tests/python/contrib/test_onnx.py | 1 +
.../python/contrib/test_opencl/test_run_gtests.py | 1 +
tests/python/contrib/test_tensorrt_int8_exp.py | 2 +-
tests/python/contrib/test_uma/test_uma_pipeline.py | 82 +
.../test_uma/test_uma_vanilla_accelerator.py | 3 +-
tests/python/driver/tvmc/conftest.py | 16 +
tests/python/driver/tvmc/test_autotuner.py | 9 +
tests/python/driver/tvmc/test_compiler.py | 3 +-
tests/python/driver/tvmc/test_frontends.py | 23 +-
tests/python/driver/tvmc/test_model.py | 8 +-
tests/python/driver/tvmc/test_runner.py | 42 +
tests/python/driver/tvmc/test_target.py | 6 +-
tests/python/driver/tvmc/test_target_options.py | 2 +-
tests/python/frontend/caffe/test_forward.py | 79 +-
tests/python/frontend/caffe2/model_zoo/__init__.py | 2 +-
.../python/frontend/caffe2/model_zoo/squeezenet.py | 10 +-
tests/python/frontend/caffe2/test_forward.py | 26 +-
tests/python/frontend/coreml/model_zoo/__init__.py | 8 +-
tests/python/frontend/coreml/test_forward.py | 194 +-
tests/python/frontend/darknet/test_forward.py | 37 +-
tests/python/frontend/keras/test_forward.py | 743 ++++----
tests/python/frontend/oneflow/test_forward.py | 67 +-
.../python/frontend/oneflow/test_vision_models.py | 10 +-
tests/python/frontend/onnx/test_forward.py | 1010 ++++++-----
tests/python/frontend/pytorch/test_forward.py | 502 ++++--
tests/python/frontend/tensorflow/test_forward.py | 369 ++--
tests/python/frontend/tflite/test_forward.py | 417 +++--
.../test_meta_schedule_auto_tensorize.py | 34 +-
tests/python/relay/aot/test_cpp_aot.py | 4 +-
tests/python/relay/aot/test_crt_aot.py | 36 -
tests/python/relay/dyn/test_dynamic_op_level5.py | 4 +-
.../test_conv2d_nchw_texture.py | 107 +-
.../test_conv2d_nhwc_texture.py | 92 +-
.../test_depthwise_conv2d_nchw_texture.py | 26 +-
.../test_depthwise_conv2d_nhwc_texture.py | 32 +-
.../{ => opencl_texture}/utils/adreno_utils.py | 0
.../relay/strategy/arm_cpu/test_dense_dsp.py | 40 +-
.../strategy/arm_cpu/test_depthwise_conv2d.py | 25 +
.../test_analysis_extract_intermediate_expr.py | 130 ++
tests/python/relay/test_build_module.py | 47 +-
tests/python/relay/test_cpp_build_module.py | 4 +-
tests/python/relay/test_op_level3.py | 36 +-
tests/python/relay/test_op_level4.py | 2 +-
tests/python/relay/test_pass_annotate_target.py | 2 +-
tests/python/relay/test_pass_convert_op_layout.py | 39 +
.../test_pass_fake_quantization_to_integer.py | 15 +-
tests/python/relay/test_pass_fuse_ops.py | 2 +-
tests/python/relay/test_pass_partition_graph.py | 2 +-
tests/python/relay/test_pass_simplify_expr.py | 67 +
tests/python/relay/test_vm.py | 80 +
tests/python/relay/utils/external_codegen.py | 2 +-
tests/python/topi/python/test_topi_image.py | 3 +
tests/python/topi/python/test_topi_transform.py | 5 +-
tests/python/topi/python/test_topi_upsampling.py | 41 +
.../python/unittest/test_arith_const_int_bound.py | 29 +-
tests/python/unittest/test_arith_intset.py | 356 ++--
.../python/unittest/test_arith_rewrite_simplify.py | 2 +
tests/python/unittest/test_autotvm_record.py | 92 +-
tests/python/unittest/test_link_params.py | 61 +-
.../python/unittest/test_meta_schedule_database.py | 37 +
.../unittest/test_meta_schedule_integration.py | 68 +-
.../unittest/test_meta_schedule_multi_anchor.py | 8 +-
.../test_meta_schedule_post_order_apply.py | 28 +-
...est_meta_schedule_postproc_rewrite_tensorize.py | 2 +-
.../test_meta_schedule_postproc_verify_gpu_code.py | 24 +-
.../test_meta_schedule_relay_tir_compute.py | 32 +-
...test_meta_schedule_schedule_rule_auto_inline.py | 28 +
...chedule_schedule_rule_cross_thread_reduction.py | 16 +-
...ta_schedule_schedule_rule_multi_level_tiling.py | 219 ++-
...hedule_schedule_rule_random_compute_location.py | 2 +-
.../unittest/test_meta_schedule_space_cuda.py | 13 +-
.../unittest/test_meta_schedule_tune_relay.py | 112 +-
.../python/unittest/test_runtime_module_export.py | 2 +-
tests/python/unittest/test_target_codegen_cuda.py | 7 +-
tests/python/unittest/test_target_codegen_llvm.py | 15 +-
.../python/unittest/test_target_codegen_vulkan.py | 3 +
.../python/unittest/test_target_parser_mprofile.py | 11 +
tests/python/unittest/test_target_target.py | 7 +
.../test_tir_analysis_calculate_workspace.py | 34 +-
.../test_tir_analysis_detect_buffer_access_lca.py | 2 +-
tests/python/unittest/test_tir_analysis_oob.py | 78 +
.../unittest/test_tir_analysis_verify_gpu_code.py | 37 +-
tests/python/unittest/test_tir_imm_values.py | 577 ++++++
tests/python/unittest/test_tir_intrin.py | 8 +-
tests/python/unittest/test_tir_nodes.py | 6 +
tests/python/unittest/test_tir_op_types.py | 294 ++++
tests/python/unittest/test_tir_ptx_mma.py | 103 +-
tests/python/unittest/test_tir_ptx_mma_sp.py | 32 +-
tests/python/unittest/test_tir_renew_defs.py | 3 +-
.../python/unittest/test_tir_schedule_analysis.py | 6 +-
.../unittest/test_tir_schedule_cache_read_write.py | 50 +-
.../unittest/test_tir_schedule_compute_at.py | 152 ++
.../unittest/test_tir_schedule_compute_inline.py | 61 +
.../python/unittest/test_tir_schedule_reduction.py | 16 +-
.../test_tir_schedule_set_axis_separator.py | 24 +
.../unittest/test_tir_schedule_storage_align.py | 18 +-
.../python/unittest/test_tir_schedule_tensorize.py | 41 +-
tests/python/unittest/test_tir_schedule_trace.py | 151 +-
.../unittest/test_tir_structural_equal_hash.py | 2 +-
.../test_tir_transform_common_subexpr_elim.py | 2 +-
.../test_tir_transform_compact_buffer_region.py | 100 ++
.../test_tir_transform_convert_blocks_to_opaque.py | 16 +-
.../test_tir_transform_convert_for_loops_serial.py | 12 +-
.../test_tir_transform_extract_constants.py | 9 +-
.../unittest/test_tir_transform_flatten_buffer.py | 490 +++---
.../test_tir_transform_inject_rolling_buffer.py | 12 +-
.../test_tir_transform_inject_virtual_thread.py | 12 +-
.../unittest/test_tir_transform_loop_partition.py | 74 +-
.../test_tir_transform_lower_opaque_block.py | 55 +-
...transform_manifest_shared_memory_local_stage.py | 134 ++
.../unittest/test_tir_transform_narrow_datatype.py | 9 -
...test_tir_transform_renormalize_split_pattern.py | 18 +-
.../unittest/test_tir_transform_storage_flatten.py | 4 +-
.../unittest/test_tir_transform_storage_rewrite.py | 126 +-
.../unittest/test_tir_transform_unroll_loop.py | 6 +-
tests/python/unittest/test_tir_usmp_algo.py | 56 +-
.../test_tir_usmp_analysis_extract_bufferinfo.py | 284 +--
...ransform_convert_pool_allocations_to_offsets.py | 85 +-
.../test_tir_usmp_transform_create_io_allocates.py | 48 +-
tests/python/unittest/test_tir_usmp_utils.py | 30 +-
tests/python/unittest/test_tvmscript_complete.py | 18 +-
.../unittest/test_tvmscript_ir_builder_base.py} | 35 +-
.../test_tvmscript_ir_builder_irmodule.py} | 30 +-
.../unittest/test_tvmscript_ir_builder_tir.py | 49 +
.../unittest/test_tvmscript_printer_entry_point.py | 17 +-
.../unittest/test_tvmscript_printer_irdocsifier.py | 123 ++
.../test_tvmscript_printer_python_doc_printer.py | 62 +
.../unittest/test_tvmscript_printer_var_table.py | 89 +
tests/python/unittest/test_tvmscript_roundtrip.py | 144 +-
.../python/unittest/test_tvmscript_syntax_sugar.py | 14 +-
tests/python/unittest/test_tvmscript_type.py | 6 +-
.../unittest/test_type_annotation_checker.py | 77 +-
tests/scripts/ci.py | 14 +
tests/scripts/request_hook/request_hook.py | 4 +
tests/scripts/setup-pytest-env.sh | 12 +-
tests/scripts/task_build.py | 5 +
tests/scripts/task_config_build_cpu.sh | 11 +-
tests/scripts/task_config_build_gpu.sh | 1 +
...change_docker.sh => task_config_build_riscv.sh} | 31 +-
tests/scripts/task_python_docs.sh | 3 +-
tests/scripts/task_python_frontend.sh | 2 +-
tests/scripts/task_python_hexagon.sh | 14 +-
tests/scripts/task_python_integration.sh | 6 +-
tests/scripts/task_python_integration_gpuonly.sh | 3 +-
tests/scripts/task_python_microtvm.sh | 3 +-
...tegration_gpuonly.sh => task_riscv_microtvm.sh} | 14 +-
version.py | 2 +-
vta/python/vta/exec/rpc_server.py | 2 +-
vta/python/vta/top/graphpack.py | 2 +-
vta/tutorials/frontend/deploy_detection.py | 2 +-
web/Makefile | 2 +-
825 files changed, 29258 insertions(+), 12230 deletions(-)
copy .github/workflows/{docs_bot.yml => tests_bot.yml} (56%)
copy src/te/operation/create_primfunc.h => apps/microtvm/zephyr/template_project/app-overlay/nucleo_l4r5zi.overlay (64%)
rename python/tvm/target/arm_isa.py => apps/microtvm/zephyr/template_project/fvp-hack/FVP_Corstone_SSE-300_Ethos-U55 (57%)
mode change 100644 => 100755
create mode 100644 apps/microtvm/zephyr/template_project/src/host_driven/fvp/semihost.c
copy src/te/operation/create_primfunc.h => apps/microtvm/zephyr/template_project/src/host_driven/fvp/semihost.h (64%)
create mode 100644 apps/pt_tvmdsoop/tests/test_boolean_tensor.py
create mode 100755 ci/scripts/check_pr.py
rename {tests => ci}/scripts/cmd_utils.py (100%)
rename {tests => ci}/scripts/determine_docker_images.py (100%)
copy {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 (96%)
rename {tests => ci}/scripts/git_skip_ci_globs.py (96%)
rename {tests => ci}/scripts/git_utils.py (100%)
rename {tests => ci}/scripts/github_cc_reviewers.py (95%)
rename {tests => ci}/scripts/github_docs_comment.py (100%)
create mode 100755 ci/scripts/github_skipped_tests_comment.py
rename {tests => ci}/scripts/github_tag_teams.py (100%)
rename {tests => ci}/scripts/github_tvmbot.py (97%)
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%)
copy {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 include/tvm/script/ir_builder/base.h
create mode 100644 include/tvm/script/ir_builder/ir/frame.h
copy src/te/operation/create_primfunc.h => include/tvm/script/ir_builder/ir/ir.h (62%)
create mode 100644 include/tvm/script/ir_builder/tir/frame.h
copy src/te/operation/create_primfunc.h => include/tvm/script/ir_builder/tir/ir.h (61%)
create mode 100644 include/tvm/script/printer.h
create mode 100644 include/tvm/script/printer/ir_docsifier.h
create mode 100644 include/tvm/script/printer/var_table.h
copy docker/install/ubuntu_install_vela.sh => python/tvm/autotvm/testing/__init__.py (91%)
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create mode 100644 python/tvm/autotvm/testing/tune_relay.py
create mode 100644 python/tvm/contrib/hexagon/meta_schedule.py
delete mode 100644 python/tvm/meta_schedule/apply_history_best.py
create mode 100644 python/tvm/meta_schedule/database/ordered_union_database.py
copy tests/python/ci/test_utils.py => python/tvm/meta_schedule/database/schedule_fn_database.py (56%)
create mode 100644 python/tvm/meta_schedule/database/union_database.py
delete mode 100644 python/tvm/meta_schedule/testing/utils.py
copy docker/install/ubuntu_install_vela.sh => python/tvm/script/ir_builder/__init__.py (89%)
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copy python/tvm/{relay/op/contrib/_ethosn.py => script/ir_builder/_ffi_api.py} (86%)
create mode 100644 python/tvm/script/ir_builder/base.py
copy docker/install/ubuntu_install_vela.sh => python/tvm/script/ir_builder/ir/__init__.py (88%)
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copy python/tvm/{relay/op/contrib/_ethosn.py => script/ir_builder/ir/_ffi_api.py} (88%)
copy python/tvm/{relay/op/contrib/_ethosn.py => script/ir_builder/ir/frame.py} (77%)
copy python/tvm/{relay/op/contrib/_ethosn.py => script/ir_builder/ir/ir.py} (79%)
copy docker/install/ubuntu_install_vela.sh => python/tvm/script/ir_builder/tir/__init__.py (87%)
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copy python/tvm/{relay/op/contrib/_ethosn.py => script/ir_builder/tir/_ffi_api.py} (88%)
copy python/tvm/script/{printer/__init__.py => ir_builder/tir/frame.py} (77%)
copy tests/python/ci/test_utils.py => python/tvm/script/ir_builder/tir/ir.py (51%)
create mode 100644 python/tvm/script/printer/entry.py
create mode 100644 python/tvm/script/printer/ir_docsifier.py
create mode 100644 python/tvm/script/printer/var_table.py
create mode 100644 python/tvm/tir/tensor_intrin/hexagon.py
create mode 100644 python/tvm/topi/arm_cpu/mprofile/dsp/depthwise_conv2d.py
create mode 100644 python/tvm/topi/arm_cpu/mprofile/dsp/micro_kernel/quad_channel_convolve.py
copy python/tvm/topi/hexagon/{injective.py => pad.py} (71%)
copy python/tvm/topi/hexagon/{ => qnn}/__init__.py (76%)
create mode 100644 python/tvm/topi/hexagon/qnn/avg_pool2d.py
create mode 100644 python/tvm/topi/hexagon/qnn/dequantize.py
create mode 100755 python/tvm/topi/hexagon/qnn/qadd_qsub_qmul.py
create mode 100644 python/tvm/topi/hexagon/tensor_intrin.py
delete mode 100644 src/contrib/torch/pt_call_tvm/RuntimeModuleWrapper.cc
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create mode 100644 src/contrib/torch/tvm_module_wrapper/RuntimeModuleWrapperTorch.cc
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create mode 100644 src/meta_schedule/database/ordered_union_database.cc
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create mode 100644 src/meta_schedule/database/union_database.cc
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create mode 100644 src/relay/analysis/extract_intermediate_expr.cc
create mode 100644 src/relay/backend/contrib/cmsisnn/fuse_pads.cc
create mode 100644 src/relay/backend/contrib/ethosn/convert_equivalent.cc
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create mode 100644 src/runtime/hexagon/ring_buffer.h
create mode 100644 src/script/ir_builder/base.cc
copy src/{relay/backend/contrib/cmsisnn/target.cc => script/ir_builder/ir/frame.cc} (54%)
copy src/{te/operation/create_primfunc.h => script/ir_builder/ir/ir.cc} (63%)
create mode 100644 src/script/ir_builder/tir/frame.cc
copy src/{te/operation/create_primfunc.h => script/ir_builder/tir/ir.cc} (53%)
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create mode 100644 src/script/printer.cc
create mode 100644 src/script/printer/ir_docsifier.cc
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create mode 100644 src/tir/analysis/oob_checker.cc
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create mode 100644 src/tir/transforms/manifest_shared_memory_local_stage.cc
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/cpp/tvmscript_printer_irdocsifier_test.cc
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create mode 100644 tests/python/contrib/test_cmsisnn/test_fuse_pads.py
create mode 100644 tests/python/contrib/test_ethosn/test_conv2d_transpose.py
create mode 100644 tests/python/contrib/test_ethosn/test_convert_equivalents.py
create mode 100644 tests/python/contrib/test_ethosn/test_multiply.py
create mode 100644 tests/python/contrib/test_ethosn/test_requantize.py
create mode 100644 tests/python/contrib/test_ethosn/test_resize.py
create mode 100644 tests/python/contrib/test_hexagon/test_fixed_point_conversion.py
create mode 100644 tests/python/contrib/test_hexagon/test_fixed_point_multiply.py
create mode 100644 tests/python/contrib/test_hexagon/test_memory_alloc.py
create mode 100644 tests/python/contrib/test_hexagon/test_meta_schedule.py
copy tests/python/contrib/test_hexagon/topi/{test_tanh_slice.py => test_dequantize_slice.py} (56%)
create mode 100644 tests/python/contrib/test_hexagon/topi/test_pad.py
rename tests/python/relay/{ => opencl_texture}/test_conv2d_nchw_texture.py (91%)
rename tests/python/relay/{ => opencl_texture}/test_conv2d_nhwc_texture.py (88%)
rename tests/python/relay/{ => opencl_texture}/test_depthwise_conv2d_nchw_texture.py (91%)
rename tests/python/relay/{ => opencl_texture}/test_depthwise_conv2d_nhwc_texture.py (91%)
rename tests/python/relay/{ => opencl_texture}/utils/adreno_utils.py (100%)
create mode 100644 tests/python/relay/test_analysis_extract_intermediate_expr.py
create mode 100644 tests/python/unittest/test_tir_analysis_oob.py
create mode 100644 tests/python/unittest/test_tir_imm_values.py
create mode 100644 tests/python/unittest/test_tir_op_types.py
create mode 100644 tests/python/unittest/test_tir_transform_manifest_shared_memory_local_stage.py
rename tests/{scripts/pytest_ids.py => python/unittest/test_tvmscript_ir_builder_base.py} (55%)
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copy tests/{micro/zephyr/conftest.py => python/unittest/test_tvmscript_ir_builder_irmodule.py} (55%)
create mode 100644 tests/python/unittest/test_tvmscript_ir_builder_tir.py
copy apps/uma/_template/patterns.py => tests/python/unittest/test_tvmscript_printer_entry_point.py (72%)
create mode 100644 tests/python/unittest/test_tvmscript_printer_irdocsifier.py
create mode 100644 tests/python/unittest/test_tvmscript_printer_var_table.py
rename tests/scripts/{git_change_docker.sh => task_config_build_riscv.sh} (59%)
copy tests/scripts/{task_python_integration_gpuonly.sh => task_riscv_microtvm.sh} (71%)