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Posted to commits@tvm.apache.org by gi...@apache.org on 2022/09/12 16:25:03 UTC
[tvm] branch dependabot/pip/apps/microtvm/ethosu/numpy-1.22.0 updated (bb39593bdb -> a0aca5fcb9)
This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a change to branch dependabot/pip/apps/microtvm/ethosu/numpy-1.22.0
in repository https://gitbox.apache.org/repos/asf/tvm.git
discard bb39593bdb Bump numpy from 1.19.5 to 1.22.0 in /apps/microtvm/ethosu
add 98fb955a51 [Relay][Op] MetaSchedule layout in TypeRel (#11819)
add 6ed3ab3e33 [TFLite] Support quantized EQUAL op in TFLite frontend (#11520)
add 1e0e9548a6 [CPP-RPC] Fix command line argument capture (#11801)
add 698e7adb4a [microTVM][RVM] Reuse QEMU installation config and fix bug in RVM testing (#11808)
add 51b0d8c44a [lint] CHange docker lint message (#11767)
add 5ac8993da2 [TOPI][Relay] New Op: MetaScheduleLayoutRewrite (#11826)
add caa0d59c33 [ONNX] Add more dynamism to Eyelike (#11615)
add c334790bf8 [Fix] int32/64 mismatch of buffer elem_offset at HandleBufferBindScope (#11755)
add 83bbcd76b7 [docs] Fix the error in install/from_source.rst file (#11796)
add d5e812cb5b skip mps2_an521 for host-driven AoT zephyr tests (#11833)
add f53f70cb93 Sort functions (#11814)
add 910624a86b [LLVM/String] Remove conversion operator of String to llvm::StringRef (#11807)
add c80da037d8 [USMP] Adding support for U1 usecase for constant pools (#10189)
add b241bca292 [microTVM][CMSIS] Add CMSIS libraries/sources to Zephyr CMake file (#11835)
add 03ed04e6a9 [CI] Amend docs bot comment (#11836)
add 25cf489b04 [TOPI] Layout Rewriting in TE (#11844)
add 3c5365dc7b [TIR] Fix dtype mismatch in UnifyThreadBinding (#11843)
add 410e836025 [Bugfix][Minor] Avoid re-inference for MetaSchedule layout (#11842)
add b47725627e [Relay][Pass] Meta-Schedule-Layout-Rewrite (#11845)
add dac23b584d [CI][arm] Fix tensorflow-aarch64 repository URL (#11829)
add 778db2f34f [BugFix] IndexMap.Inverse for unit iters (#11841)
add 7ae919292d Revert "upgrade ci lint docker file (#11734)" (#11787)
add 79e64ad8e0 [LLVM] Remove `using llvm::BasicBlock`, NFC (#11850)
add 12e8744cd1 Fix `std::locale("")` in profiling.cc (#11846)
add a6cbe0d13e [python][docs] fix docstring / comment typos (#11608)
add 1bdedfb466 [OpStrategy] Support MetaSchedule Layout (#11848)
add 9968b73426 [LLVM] Remove PrintModule (defined in llvm_common.cc) (#11851)
add 6660e27e71 [ci][docker] Fall back to tlcpackstaging if images don't exist (#11775)
add c42ef79d1e [ci][docker] Send a PR to bump the Docker images nightly (#11813)
add 0d14519e14 [ci] Enable pylint for tests/python/ci (#11666)
add a090009be6 add split infer shape with convert op layout pass (#11825)
add 092b54830b add topK FInferCorrectLayout attr (#11849)
add 5e81067818 fix flaky test (#11663)
add b4c0bf7419 [LLVM] Register factory function for CodeGenCPU (#11852)
add 4cb18b43d1 add glu (#11865)
add d2cbdf381b [MetaSchedule] Introduce ArgInfo::FromEntryFunc (#11866)
add 3e1a888ffe [Minor][MetaSchedule] Suppress warning for using `None` (#11868)
add 6097af8aed [Target] Add a few AWS C5 instances in target tag system (#11869)
add b99d93afec [fix] quantize op consistent with python description (#11872)
add 8c3d922b7e [TIR][Pass] Remove-Weight-Layout-Rewrite-Block (#11870)
add ed3294fb3f [Arith] Update BufferDomainTouched to support vector access. (#11722)
add f1d30a27b2 [Hexagon] Softmax slice op initial version (#11559)
add aa66e9fd84 update (#11838)
add 2c3b56c9d3 [ci] Add manual workflow to upload files to CI bucket (#11856)
add fb5e9c9cad [CI][Lint] Disable no-else-return check in pylint (#11327)
add 77d73b5b28 [Relay] [Pytorch] Add aten::maximum and aten::minimum (#11864)
add 503f1a65d4 add instance infer layout (#11871)
add bca278a829 [Arith] Fix DetectIterMap floordiv when IterSum only contains base expr (#11887)
add b1fed2d17d [PROFILING] Catch any errors while setting locale for printing (#11860)
add d439f6c4f1 Delete `from __future__ import annotations` since it requires Python 3.7+ (#11889)
add ed638ef6db [TIR][Arith] Avoid assigning range of possible values to integers (#11859)
add 2d9de96a5c [docs] Update tlcpack-sphinx-addon (#11891)
add 9aaae28bbc [TIR] HoistExpression, generalization of HoistIfThenElse (#11592)
add 12dad9a4a1 [Relay][Frontend][Onnx] Add support for onnx sequence operators. (#11894)
add 600a2017a4 [MetaSchedule] Postproc: Rewrite-Layout (#11884)
add 98bf40fc0a [Relay] [PyTorch] Add aten::broadcast_tensors (#11863)
add 59fb4219ff [LLVM] Include LLVM headers in files that use them, not in llvm_common.h (#11888)
add 6d6e070587 [AOT] Calculate used memory at the callsite of primitive functions (#11208)
add 1115fd9bc2 make injective ops's opt schedule applied to every output tensor (#11820)
add 45568c9963 [TIR] Improved error message if tir.Schedule passed to lower/build (#11913)
add 104883d7dc [HEXAGON] Change arch and do not disable assert (#11858)
add 7784a421ad [HEXAGON] Add op resize2d for hexagon (#11834)
add 801e51b211 Fix curand. (#11901)
add 4a790b6925 [MetaSchedule] Misc minor fix (#11904)
add 9cf5021385 [microTVM][zephyr] Increase stack size for zephyr host-driven AoT tests (#11777)
add cc6a85bb1c [HEXAGON] Initial clip operator for Hexagon (#11549)
add e92db864b5 fix unit8 in _convert_dtype_value (#11924)
add 62b21a18a8 [BYOC] InlineCompilerFunctions helper pass (#11923)
add 5f9ff8ad6e Add missing headers to llvm_module.cc/.h, NFC (#11925)
add ae2de20c15 Fix clear-stale-images.sh with multiple worktree. (#11921)
add 993f72877d [PyTorch] [Relay] Add aten::pad (#11922)
add a063404812 [DNNL] Add bfloat16 type support for dnnl conv2d kernel (#11902)
add 160b1ba4bd [Hexagon] Skip test_avg_pool2d_slice because of segfault on hardware (#11929)
add d4be49aec6 [TIR][BugFix] Do not bind non-index type value of lets in CompactBufferAllocation (#11828)
add 39ce4d985e [OpenCL] Change winograd priority and extend split (#11908)
add ce77d20c46 [ci] Allow skip tag anywhere in PR title (#11714)
add c87ebefcfd Concatenation corner case fix. (#11907)
add 08723d0ce6 [usmp] U3 use case (#11015)
add bd49b0846a [USMP] Improve algorithm extensibility (#11880)
add b733aa3ec8 [microNPU] enable striping for network tests. (#11883)
add 6c8a353099 Add cooldown interval logic for the profiling functional (#11465)
add 688b0825e2 [ci][docker] Regenerate Jenkinsfile on each run (#11886)
add 97b3076c35 [QNN] Add hardswish int8 impl using table lookup (#11700)
add 0e23122846 [MetaSchedule] Enable Adapative Training For XGBoost Cost Model (#11892)
add 6c433d2309 [Relay][VirtualDevice] Expose WithFields to Python to do proper copy in ExprMutator (#11882)
add a17bfc05cc [Relay] CaptureIndexInSpans debugging pass (#11926)
add 892ab13112 Move jenkins/ dir into ci/jenkins and spread docs around. (#11927)
add ae33f408c4 [MetaSchedule] Refactor MultiLevelTiling state to allow subclassing (#11931)
add 54f8176b47 [CI] Docs bot now edits previous comments (#11909)
add 9ea681f618 [MetaSchedule] Improve Error Message in JSON Database (#11940)
add c9d0d253f0 [microNPU] increase workspace sizes for network tests (#11943)
add a7b89071c7 [PyTorch][Relay] Add aten::cross_entropy_loss (#11935)
add 84c66da617 export VirtualMachine for Windows (#11947)
add b552bcf1d0 [testing][hexagon] Better subproc errors (#11853)
add a84c54efe5 [TOPI][Hexagon] Implement Argmax Slice Op (#11847)
add da2ad2d44b [RPC] Add Data & Time For RPC Tracker / Server Logging (#11950)
add 7ef6811000 [Relay] Handle memory scope during lowering from relay level (#11874)
add 41c94b27ef [Relay][Pytorch] Add aten::new_ones, aten::new_full, aten::fill_, aten::pad, aten::reshape_as and atem::empty_like (#11896)
add 3bd83e0c9f [MetaSchedule] Handle 'warp_execution' implied extend of threadIdx.x in VerifyGpuCode (#11949)
add 898946fec6 support any shape and axis for log softmax (#11951)
add 558ba99c7c [MetaSchedule] Tuning Script Upgrade (#11797)
add 522c8cc955 typo fix (#11958)
add e7851ed763 fix print attr of null node (#11959)
add 80a0c6c53d [microNPU] Fix offloading incompatible average pool (#11469)
add 915c23b61b [TOPI] [Hexagon] Batch flatten slice op initial version (#11522)
add 3425ed8463 [VM] class Executable does not export symbols to dll (#11963)
add 1aec41aa0c [ETHOSN][CPP-RPC] Link NPU runtime in CPP RPC build (#11946)
add c0f4bf72b6 [ci] Redirect sphinx-gallery URLs to S3 (#11839)
add 265030eea4 [ETHOSN] Use partition_for_ function when running tests (#11945)
add 985680ee1a [BYOC] Handle constants in IRModule-at-a-time external codegen (#11770)
add 6a86c97889 [skip ci] Disable flaky test `test_empty_like` (#11968)
add 288b983b82 [CI] Skip some additional tests that are failing in the wheel (#11969)
add 2625878abe [ci][docker] Nightly Docker image update (#11857)
add 6424f1fec1 [Hexagon] Disable broken test on physical device (#11960)
add 26ad703338 [MetaSchedule] Handle 'warp_execution' in RewriteCooperativeFetch (#11955)
add beea0d2d6a [MetaSchedule] Fix Task Extraction (#11954)
add ec39199edb [PyTorch] [Relay] Add l1 and mse loss function for pytorch frontend (#11978)
add 395e91ff54 [MetaSchedule] Extract workload embedding (#11975)
add 0ae3f5d6ce Further clarify CI docs (#11980)
add 9e14509cab [docker] Fall back to tlcpackstaging in bash.sh (#11976)
add 2f8b008730 [tests] Fix changed var name from 'target_str' to 'target_names', NFC (#11982)
add c97895e0ff [Hexagon] Fix use of subprocess.run in _check_call_verbose (#11985)
add 50cd4d635c [Hexagon] Enable int8 vlut codegen for Relay take (LUT) operator (#11693)
add eeb5fce7a1 Couple patches to docker/bash.sh after #11976. (#11988)
add 55dcd5f195 [ci] Don't skip index-triggered builds (#11915)
add d2a14a6880 [BYOC] Switch TensorRT BYOC integration to IRModule-at-a-time using RelayToTIR hook (#11979)
add 286a51921d [LLVM] Remove use of deprecated PointerType::getPointerElementType() (#11984)
add 1787cca3f9 [Relay] [PyTorch] Add aten::tril and aten::triu (#11890)
add ce8f6d176d add missing narrow down of index within conditions (#11942)
add 0e97186957 [MetaSchedule] Enhance AutoInline for Spatial Task (#11996)
add 6642c6e8b0 [COMMUNITY] Hongyi Jin -> Reviewer (#11998)
add f8186d8c7d [TIR] Add sugar method `Schedule.work_on` (#11999)
add 5efe8b0bfd Enhancement for fold_scale_axis and dnnl_json_runtime (#11815)
add ef08c36294 [Adreno] Modify default AutoTVM params for conv2d (#12005)
add 83b310d5a4 [Frontend][TFLite] Add support for NonMaxSuppressionV5 op (#12003)
add b7e299f4a4 [BYOC-DNNL]rewrite downsize blocks for rensetv1 to get better performance (#11822)
add 3cca6465ba [microTVM] Autotuning performance tests (#11782)
add 5bc6684c9d add aten::randn (#11994)
add ffd8c9377f [TIR] Make conversion from Integer to int64_t explicit (#12010)
add 111169c7df Fix infercorrect layout in Layoutrewrite and improve naming. (#12007)
add c57320bd9d [CI] Allow command-line argument or TVM_BUILD_PATH for C++ unittests (#12011)
add c98626cbfa [USMP] HillClimb stability patch (#10547)
add 95f578912f [Topi] [Hexagon] Conv2d slice op initial version (#11489)
add cfe8318990 [microNPU] Calculate memory pressure for microNPU external functions (#11209)
add 1392e64e0b [Arith] Allow constant values in InverseAffineIterMap (#12026)
add 9f4bf38b57 [TVMScript] Doc Base Class & DocPrinter Scaffolding (#11971)
add 40d242a3c8 [Pytorch] add aten::rnn_tanh, aten::rnn_relu (#12017)
add b9aa3564dc [TIR] Revert #11428 and move loop dependent alloc extent check after region union (#12019)
add 7874bf806e [MetaSchedule] Support ApplyHistoryBest Direct Dispatch (#12016)
add c76d8e2bdb [TOPI] [Hexagon] Reshape slice op (#11983)
add af4373f2fb [Fix] fix python setup.py file bug (#12000)
add 013d5e8fcb [MetaSchedule][Minor] Stability Improvements (#12014)
add 99d42b2238 [MetaSchedule][Testing] Test search space of conv1d (#12032)
add a8e329443d [Pylint] Pylint integration_tests folder (#11672)
add 2c365b49b8 [TIR] fix crash when comparing IntImm to None (#12034)
add 3c4d8870ca [MetaSchedule][Testing] Add unittests for C1D search space (#12036)
add c412450f8e [TVMC] Updates TVMC tutorial with input shape information (#12031)
add f769f4e2cc [microNPU] Test averge pool partitioning (#11965)
add 684a838160 [TIR] Avoid unnecessary dtype escalation in loop splitting (#12035)
add a81e69a68f [MetaSchedule][Test] Add unittests for C2D (#12043)
add 07672d0b41 [Texture] Add memory scope entity into graph JSON/runtime (#11875)
add 6c9356fd18 [MetaSchedule][Test] Add unittests for C3D (#12046)
add 00ce86d68b [MetaSchedule][Test] Add unittests for CAP (#12047)
add 927620e20f [BYOC-DNNL] support more post-ops (#12002)
add cf15375e20 Several type mismatch fixes and checks (#12041)
add fbb7b5d1a0 Add xgboost version restriction (#12050)
add 2d5072858c enable bmm (#12018)
add 9ee25eb9f4 [MetaSchedule] Added a cost model (#11961)
add c4dc41a0dd [Frontend][TFLite] PreLU alpha can be an expr (#11879)
add 04db26e8d9 [microtvm][RVM] Refactor Arduino/Zephyr into one RVM (#12023)
add b4c1cc02eb [CMSIS-NN][Perf] Converted Relay Conv2D into CMSIS-NN Depthwise (#12006)
add 5be8e0a3de [Collage] SubGraphs (#11981)
add ae72e7e653 Fix node.func to node.funcs on parser.py (#12053)
add d27f853ed5 [ci][docker] fix the path of custom toolchain in ci_qemu for csinn2 (#11905)
add 7baf4be2d4 [relay] Changed 'name' field to 'registry_name' for Executor and Runtime (#10466)
add f3359d241f [LLVM] Fix build errors in CodeGenCPU::AddDebugInformation (#12054)
add fc419df32f [AOT][BUG] Only include extra headers if the constants array is needed. (#12061)
add fbf80bb386 [microNPU] Add MergeConstants pass (#12029)
add c1706a933e [Collage] PartitionRule (though without CombinePartitionRule) (#11993)
add 993a8ea094 [Frontend][TFLite] respect out type of Shape op (#11877)
add 6d676badff [QNN] Replace nn.leaky_relu with qnn.leaky_relu (#11930)
add ef5c3ed872 [QNN] Use sigmoid Lookup Table method instead of fallback to fp32 (#12038)
add 175e3a77b1 [docs][tvmc] Fix ResNet50 model URL (#12040)
add ad44a0fe15 fix some typo in conv2d.py (#12067)
add deda4d5968 [MetaSchedule][Test] Add unittests for DEP (#12071)
add 6536def6f9 [Topi][Hexagon] Implement Cast F32ToF16 and F16ToF32 Slice Op (#11561)
add b1a3817602 [Relay] Move TOpPattern registration for nn.* to C++ (#12072)
add d07f2fb805 [MetaSchedule][Test] Add unittests for DIL (#12077)
add 1d5d357d69 [Hexagon] Enable broken tests (#12073)
add 3992d2443a [COMMUNITY] Add driazati key for release (#12076)
add ca88c522fb [LLVM] Update creation of llvm::DebugLoc, remove TVM_LLVM_VERSION < 70 (#12069)
add 5ad27ef650 [CMSIS_NN] Align CMSIS-NN in TVM to TFLu SHA (#12030)
add c30b420f61 [TOPI, x86] Properly handle fused ops in TE softmax schedule (#12015)
add 6a6093bc18 fold const or empty iter partition (#12080)
add 7d9a07ccc7 [TIR][Schedule] Refactor Tensorize (#12070)
add 4b5dd136d7 [Arith] Updated BufferDomainTouched to use IRVisitorWithAnalyzer (#11970)
add 261de5302f [Collage] CombinerRule and CandidatePartition::EstimateCost (#12078)
add a9c610f1c0 [TVMScript] Add ObjectPath class (#11977)
add a571bfbbca [TOPI] Allow conv definition to have custom kernel layout (#11936)
add 3f9f41a103 [Relay] Add RecoverVirtualDeviceMap helper (#12085)
add f6f90569bc Add tensorflow Einsum op converter (#12064)
add de3c0f4b30 [WIN] export void Configure(...) symbol for Windows (#12091)
add b9fa576ab3 [BugFix] Use shape dtype on ArgReduce to determine return type (#12083)
add 09b607e354 [ci] Override Request in pytests (#11974)
add 811373ddbb [ci] Add a manual retry for conda setup (#12058)
add 484f602327 [ci] Re-run failed tests on failure (#12055)
add 2fee86e43b [Releay] Fix on_device call for explicit virtual_device (#12088)
add 9a16503443 adding Alexey (#12090)
add e084791852 [MetaSchedule] Add MultiLevelTilingTensorCore rule for auto-tensorization on CUDA (#12059)
add 7661ba8910 [Collage] CollagePartition pass (#12086)
add c0f4450958 Fix bug that disabled cuda integer dot product. (#12099)
add 37f9d3c496 [TVMSCRIPT] Make ceildiv available from tvmscript (#12096)
add fa057213d4 Enable conv family fused with gelu (#12106)
add e0a0e67e55 [Relay, Op] Add conv2d generic layout op strategy when meta schedule is enabled (#12104)
add 8f208adae2 [Relay] Allow Primitive functions to carry virtual device annotations in PlanDevices (#12095)
add 770738c514 Add member object accessors to With<> (#12100)
add d4365011f5 [Collage] PruneCandidates and demo_collage_partition.py (#12105)
add 0d70f690ea [Relay] Allow partial virtual device annotations. (#12107)
add 895f79f42a [MetaSchedule] Allow MultiLevelTilingTensorCore rule to specify multiple tensor intrin groups (#12113)
add c0e996e291 [TOPI] [Hexagon] Uint8 Reshape and batch flatten slice ops (#12037)
add c54eea7d0a fix typo (#12115)
add b84ed27260 [TIR][BugFix] Fix a wrong use of T.exp in test_compute_inline_opaque_access_with_tvm_access_ptr. (#12117)
add 9c7aaace43 [TIR] Moved PrimExpr operator overload from op.h to expr.h (#11973)
add d43ffa9099 [AUTOSCHEDULER,FIX] Calculate arithmetic intensity without log scale (#12079)
add c79b8f1aac [ci] Re-run flaky tests on failure (#12108)
add d4309cf810 [Target] Add target_parser to TargetKind (#12119)
add 6bad21e9fe [Texture] Add 2d memory support into static memory planner (#11876)
add 94d01d3565 [microNPU] Add support for hard swish (#12120)
add 342fbea84e [CMSIS-NN] Fix typo in EmitPool2D (#11702)
add 7bf5fa449c [Target] Add "features" property to Target (#12121)
add 3e7a2ad956 support overlapped itersum (#12039)
add 7159ddd40a [Pylint] Making hexagon tests pylint compliant Part 1 of N (#12082)
add 4d95f2c9c5 TVMC: Add new text/relay frontend (#10941)
add ff8d2c77df [Fix] post-fix incre/decre should not return reference (#12128)
add 97f2838938 [MetaSchedule, Testing] Generalize in/out dtype of testing te workloads (#12122)
add ae015d9ea2 [microTVM] Make Arduino API server obey timeout (#12074)
add a1f27e57f6 [Hexagon] Slice op relu (#11449)
add 175f362181 [microTVM] Arduino retry on flash failure (#12114)
add ac1ab3b298 [LLVM] Clarify the status of pointers to llvm::Module in LLVMModule (#12123)
add eb7cf7051d Revert "support overlapped itersum (#12039)" (#12137)
add 7abdce2660 Fix #12039‘s broken cases (#12143)
add 246aef1cdc [TIR][Schedule] fix tensorize example (#12146)
add e54f324311 [UX][TIR][Schedule] enhance function annotation for tir primitive (#12147)
add f00f461b75 [CMSIS-NN] Support for passing cpu flags to Arm(R) Corstone(TM)-300 software (#12132)
add 4fc79b5594 [ETHOSN] Supply output tensor to issupported checks (#11944)
add 8c42a83361 [arith][BugFix] Fix simplify input PrimExpr of DetectClipBound (#12150)
add 4a94a94dfc fix T.Ptr[T.void] for packed api roundtrip (#12118)
add 8dafaf3a4d [Adreno] Fix winograd schedule to support prime shapes > 4 (#12157)
add a07e18ea4e [HEXAGON] QCOM hexagon library (qhl) (#12149)
add 9863cf0d5f [hexagon][testing] Better pytest ID strings (#12154)
add ecd3c884de [Runtime][PipelineExecutor] Tutorial of using pipeline executor. (#11557)
add 76155c2f3c [QNN] Support different qnn params between in/out tensor in leaky_relu (#12116)
add 832c7674fe [hexagon][testing] nonrandom tests (#12164)
add dc1324635a tanh float16 (#12165)
add 4d84620d07 [TIR] Well-Formed Verifier (#12166)
add 6eb3a1fc36 [BYOC-DNNL] suppport more dnnl ops (#11823)
add 75ec1cffa9 [TVMC] Workspace Pools Parameters (#11427)
add 19e5ec6576 [hexagon][testing] sequential input tensors (#12168)
add 21d54f9880 [PyTorch] Add aten::numpy_T (#12179)
add ca2ec5429b [CI][docker] Add comment (#11953)
add 9963b59ffa fix typo (#12183)
add 9bef7de9f0 [Doc] Fix link error in pipeline executor tutorial (#12185)
add ea6ea42757 TVM Vertical Integration with PyTorch (#11911)
add eada707a70 [Fix] Fix some errors in unittests (#12170)
add 421f9d756a [ci] Skip broken android_rpc failures (#12192)
add 5711c35ae0 [TIR Pass] decouple flatten buffer to lower opaque block pass and flatten buffer. (#12172)
add 97269fa479 Update to 0.10.0 (#12190)
add 584b0f31d8 [TVMScript] ExprDoc (#12048)
add 03aed787df [microTVM] Fix timeout of -1 breaking Arduino transport (#12189)
add ca30e5e2e4 TIR Schedule primitive - decompose_padding (#12174)
add 88bbb40540 fix pooling documents (#12201)
add c94ebf9206 [runtime][hexagon] improved file-copy logic (#12194)
add 69dc721759 [hexagon][testing] filesystem-friendly test IDs (#12195)
add 98d5feb297 [docs] Update tlcpack-sphinx-addon (#12188)
add 96b151751a [OpenCL] Fix profiling hang for OpenCL device (#12173)
add 85aa597245 [JIT] Force finalization of JITed code, expose sf/hf runtime functions (#12187)
add ae3e2a8537 Use std::move to avoid warnings on clang-13 (#12196)
add 465b579e3b [ci][docker] Use RFC image tags only (#11938)
add 7b6cb60fcb [Target] Improve string interpretation in Target creation (#12152)
add 10b81c274f [ci][lint] Consolidate image lookup logic (#12206)
add fcec5f4a76 [TVMScript] StmtDoc Definitions (#12111)
add c35c9fd3a5 [Relay][PyTorch] Add aten::lerp (#12167)
add 4bcaecf979 [Adreno] Fix winograd tests and accuracy (#12202)
add 724764ae40 [TFLite] Fix _test_tflite2_quantized_depthwise_convolution is unused (#12145)
add 1131c92233 [TVMScript] StmtDoc Printing (#12112)
add ee319d9d23 [MetaSchedule] Integration test for CUDA AutoTensorization (#12142)
add 06748583eb [ci] Fix docker post-merge builds on main (#12210)
add 3c737fbd5b [TIR] Asynchronous stage in software pipeline (#12171)
add ebbce649f0 [microTVM][tutorial] AOT host-driven tutorial with TFLite model (#12182)
add cfefa90a96 [Adreno] Update conv2d_nhwc test to use winograd (#12214)
add 195e60b97a [FIX,ROOFLINE] Handle mismatched compiled and TIR hash (#12219)
add 9a4d80c5fe Removing header arm_math.h which has disappeared after CMSIS upgrade (#12217)
add 578ef035b2 Fix comments. (#12220)
add aeda760e5e [TIR] Disallow unused rhs vars in GetAutoTensorizeMapping (#12225)
add d183a4f306 [microTVM][Zephyr][projectAPI] Minimize project build commands (#12209)
add d19570fb23 [UX] highlight tvm script (#12197)
add c6d733a7eb [TOPI][HEXAGON] Implement depthwise conv2d slice op. (#12218)
add e7e29b450b [ci] Fix build android rpc failure (#12216)
add 2b3e1eb3f5 [ci] Reinstall junintparser after zephyr deps (#12226)
add db4380cf41 [ci][docker] create Dockerfile.ci_riscv (#12230)
add dff5c975a0 Deploy the Pretrained Model on Jetson Nano (#11037)
add fb87c21bf8 remove duplicated cast op when lowering qnn.requantize op in float mode (#12234)
add 12dcfd70ef [AutoSchedule] Fix misusage of an already-moved object (#12239)
add c0a3da84bc [Relay][VM] Fix an ICHECK which never fails in ctor of VMFunction (#12241)
add e756980b41 [UX][TVMSciprt] Use HTML formatter in notebook environments (#12240)
add 961a7c70d7 [ROOFLINE] Add CUDA support to roofline analysis (#12205)
add 9f16b607c8 [TVMScript] Doc Definition (#12244)
add 1d39f2c974 [FQ2I] fix unary op output affine type in fq2i (#12224)
add 42dd6afa97 [MetaSchedule][Test] Add unittests for GMM (#12243)
add 66a1b9f392 fix bug: KeyError, can't find some parameter key (#12211)
add a231a1d724 [Fix] Fix some errors in unittests (#12245)
add ea0e29f425 [MetaSchedule][Test] Add unittests for GRP (#12246)
add 1d1fc08367 [Fix] Minor modification in unittests (#12247)
add a842449d23 [MetaSchedule][Test] Add unittests for T2D (#12249)
add c07d77f99c [BYOC-DNNL] add post_sum pattern (#12151)
add d332eb3749 [MetaSchedule][Test] Add unittests for NRM (#12250)
add 834e998618 [TVMScript] Python Expression Precedence (#12148)
add 12502cc835 [MetaSchedule][Test] Add unittests for SFM (#12251)
add a49273e050 Enable conv family fused with mish (#12228)
add a5d7dfa583 [FIX,TIR] Handle LetStmt in EstimateTIRFLops (#12138)
add 4ec8683fb6 [MetaSchedule][Test] Add unittests for CBR (#12252)
add d2d3010dc6 [CPP-RPC] Fix GetPath to use relative file path (#12242)
add 397ff562f6 [CI] Add setup-pytest-env.sh call to task_demo_microtvm.sh (#12260)
add e2d139af9d [microTVM][ARM] Enable tests that were skipped unintentionally (#12223)
add a129b921ef [MetaSchedule][Test] Add unittests for TBG (#12262)
add c2ec95616e [Fq2i][ fix output type on fq2i binary ops with constant inputs (#12236)
add b723d22b36 [docs] Update installation instructions (#12269)
add bca0385862 [UnitTest][TIR] Testing utility for before/after transform tests (#12264)
add 7b72c4e0a5 Hide registration errors in `test_myfloat` (#12268)
add bc91978362 [Arith] Handle bitwise_and with power of 2 in modular set (#12272)
add 0261b8ed8b [MetaSchedule][Minor] Fix Median Number (#12273)
add 4a6d655561 [Pylint] Making hexagon tests pylint compliant Part 2 of N (#12176)
add d3d1038e15 [ci][docker] Update GPU image (#12265)
add ab1d95b984 [TensorFlow] Disable failing tests on AArch64 (#12257)
add d10a7d186e [ONNX] Disable failing tests on AArch64 (#12256)
add 19644bce3b [Pytorch] Disable failing tests on AArch64 (#12255)
add a9df801543 [ETHOSN] Upgrade NPU driver stack to v22.05 (#11759)
add 759a648cd5 [TVMC] Only load extra targets when there are workspace pools (#12253)
add b05dca1f19 [Adreno] Add markup pass of relay tensors for static texture planning (#11878)
add 2bfd52f885 [Docker] Update onnxoptimizer to 0.2.7 (#12278)
add a5ff7c05de [CI] Shard Qemu python tests (#12258)
add 1da66d7df2 [MetaSchedule] Check auto tensorization applicability in MultiLevelTilingWithIntrin (#12263)
add b8893b557a [Relay][Op] Trilu operator implementation (#12124)
add f0650986ad Revert "[CI] Fix build android rpc failure in CI" (#12277)
add 1ca07438e0 [release] Add script to gather PRs for a release (#11987)
add aa0d2bb098 [microTVM]Fix dense_dsp schedule in autotuning (#12271)
add fefc27f261 [ci] Specify permissions for tvm bot (#11937)
add 85624ff667 [ci][docker] Fix deploy to tlcpackstaging on Docker Hub (#12282)
add 39ffe0a5ce [TVMScript] Add object path tracing to StructuralEqual (#12101)
add 49587cfcea [ci] Add retries to S3 uploads/downloads (#12221)
add 6f831137c9 [microTVM] Refactor pytest fixtures (#12207)
add df29e82629 [TIR][CUDA] Fix sub-warp reduction using "max" (#12275)
add 46a8498ba9 [MetaSchedule] Enhance Conv2d NCHW Winograd Schedule Rules (#12127)
add 2e02cf7cbe [LLVM] Create LLVM scope object for use with LLVM libraries (#12140)
add c515241026 fix type bug about topi test unitest (#12285)
add 3f304c8bc5 [microTVM] Arduino: Fix f-strings on flash warning/error messages (#12175)
add 9f360a0403 [ETHOSN] Only use mock inference when whole graph is offloaded (#12296)
add 3731a8ca45 [ETHOSN] Get buffer sizes from the compiled network (#12160)
add 78b3fc26a0 [ci][tvmbot] Enable re-run for GitHub Actions (#12295)
add 359a642e92 [TVMScript] Make classes derived from ObjectPath non-nullable (#12304)
add cfa55251b2 [Relay][Frontend][Onnx] Add RNN operation for ONNX frontend (#12213)
add 4158738574 initial commit (#12301)
add 2866f315f9 [FQ2I] Add attrs to adaptive_avg_pool1d (#12290)
add 5d0367a137 [QNN] Add qnn op for abs to fix wrong scale on quantize (#12287)
add 485bfaf1ea [ci][docker] Add retries for docker pull (#12306)
add 4231ebb715 [TVMScript] TracedObject class that simplifies tracing ObjectPaths (#12299)
add ca46f21f51 [CI] Increase CPU Intergration tests shards to speedup runtime (#12316)
add 8a0911c429 [TIR] Add tir::builtin::assume (#12267)
add 0973248858 [TVMScript] Add source_paths to Doc (#12324)
add 2249256cef [microTVM][CI] Rename ci_qemu to ci_cortexm (#12281)
add 5821c1240e [TIR] Add DeclBuffer IR node and functors (#12300)
add 1f97f1fbd5 [microTVM][ARM] Keep microtvm testing only in QEMU Image (#11809)
add 2a7af612f7 [TIR][Schedule] Support annotate dict typed value (#12288)
add c4aab62c6d [TIR] Add tir::builtin::undef (#12266)
add fc411dc6fa Pass that removes reshapes post LowerTE (#12215)
add 9b86009553 [OpenCL] Use size_t instead of int64_t for OpenCL timer count (#12328)
add b4e36c61fc [CI] Increase the number of shards for Cortex-M from 4 to 8. (#12334)
add 8e133b1990 [CI][Docker] Removes Dockerfile.ci_qemu as it was moved to Dockerfile.ci_cortexm (#12329)
add 6ebb0fd1ad [ETHOSN] Fix output tensor ordering (#12317)
add b79f9501fd [Relay][Op] Multinomial (#12284)
add 7f800e41de [CI] Deduplicate and clean XML test reports (#12332)
add 6026a5e185 [ci] Fix aws s3 cp command in the Jenkinsfile (#12341)
add ef39e46a1d [microTVM][Zephyr] Fix missing BOARD in CMakeCache file (#12338)
add d6be6940bd [BYOC-DNNL] Bug Fix (#12314)
add bd763d3c23 [Topi] add x86 schedule for batch_norm (#12321)
add 151d6ab8ac [FIX,ROOFLINE] Only save tir functions for roofline (#12339)
add 5fe756a965 [MetaSchedule][Bugfix] Feature: Strides of buffer access (#12331)
add 6d87828806 [TIR] Simplify indices in InjectVirtualThread (#12259)
add d4dff5dfd6 [COMMUNITY] Yuanjing Shi -> Reviewer (#12345)
add 0c3c08372a [hexagon][topi] add sliced max_pool2 (#12169)
add 4c4fcee4c2 [UMA] UMA v1.0 (#12087)
add 52d6b59a39 [AutoTVM][Fix] Fix wrong axis names of data_vec (#12303)
add 23b203ed3d [Hexagon] Minor changes/fixes in codegen_hexagon.cc (#12308)
add 0aab92b40b [Node] fix typos in include/tvm/node/functor.h
add aea82c6417 [MetaSchedule] Extend tune_tir to support tuning of specific blocks. (#12342)
add 811584992c Infer the value of shape expr to avoid dynamic (#12313)
add 0c281b7064 [FIX,STORAGE REWRITE] Rewrite buffers in let statements (#12349)
add a6c3b1f6c3 [TIR] Add int8 CUDA tensor core intrinsics (#12354)
add 1a98ea2e4f [TIR] Minor fix to tensor intrin description (#12356)
add fae79bbc3e [TVMScript] Printer Registry (#12237)
add 22102063dc [ci] De-duplicate retry functions (#12325)
add 5d72bc1a20 [ci][tvmbot] Ignore irrelevant Actions jobs (#12351)
add 7f100158a5 [DOCS] Fix tvm.build API doc layout
add 4280d673f1 [skip ci] [CI] Re-generate Jenkinsfile (#12360)
add 22ba659438 [BYOC-DNNL] add partition test on sum pattern (#12357)
add cd6d19f481 [ci][tvmbot] Fix authorization filtering (#12310)
add 06ac5cde84 [testing] Remove wrapper from @slow (#11566)
add 1a3d36a28d [ci] Test pytest-forked boxing (#12312)
add f5f5a75ae9 [TVMScript] Text underlining in DocPrinter based on Doc's source_paths (#12344)
add ecfd9692a0 Unify name mangling in TVM (#12066)
add 52152e0be6 Build and test TVM under minimal configuration (#12178)
add 48354ded38 [Hexagon] Add skip option for RPC server initialization (#12368)
add 7e1444111e [skip ci][ci] Fix Jenkinsfile (#12387)
add 99f5e921a5 Update C++ standard to C++17 (#12337)
add de12486271 [ci][docker] Tag tlcpackstaging images to tlcpack (#11832)
add e8de88e4f5 [BYOC] [DNNL] enable in-place post-op sum in dnnl json runtime (#12371)
add 5deb95a947 [Adreno][OpenCL] Get rid of extra memory copy (#12286)
add 3cb57d20a0 [TVMScript] Printer Frame (#12366)
add e3e65ce581 Add Python function to get type index by class (#12393)
add 702cb43f0b [Target] Fix C5 Target Tag to Include CascadeLake Archs (#12385)
add 22dcf4490d [PyTorch] Fix pad_common for float pad_value (#12134)
add a1c371f46c [PyTorch] Fix all_any_common with no default input (#12395)
add f4120e87ef Add needs-triage label to CI Problem template (#12386)
add d874a8ed52 [microNPU] Reorder copies and computes based on the cycle count (#11591)
add 1de32b587b [Target] Add Target Parser for Arm(R) Cortex(R) M-Profile CPUs (#12319)
add 369e8b2830 [ci] Default to n=2 for test parallelism (#12376)
add c3c7c4ccc3 [Profiler] Fix graph_executor_debug hang (#12382)
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 286fadecb8 [TF] Add Bincount support (#12751)
add 4c863fc115 [TVMScript] Base IRBuilder methods for `Block` (#12748)
add a63d03a116 [MetaSchedule] Fix typo of compare between GlobalVar and str (#12704)
add a047e0228a [CI] Always install into a python venv in ci containers (#12663)
add a0aca5fcb9 Bump numpy from 1.19.5 to 1.22.0 in /apps/microtvm/ethosu
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Summary of changes:
.github/ISSUE_TEMPLATE/ci-problem.md | 1 +
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.github/workflows/upload_ci_resource.yml | 60 +
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CONTRIBUTORS.md | 12 +-
Jenkinsfile | 4008 ++++++++++++++----
KEYS | 48 +
NEWS.md | 4 +-
NOTICE | 2 +-
.../android_camera/app/src/main/jni/Application.mk | 2 +-
apps/android_camera/models/requirements.txt | 4 +-
.../android_deploy/app/src/main/jni/Application.mk | 2 +-
apps/android_rpc/app/src/main/jni/Application.mk | 2 +-
apps/bundle_deploy/Makefile | 2 +-
apps/cpp_rpc/CMakeLists.txt | 8 +
apps/cpp_rpc/main.cc | 6 +-
apps/cpp_rpc/rpc_env.cc | 4 +-
apps/cpp_rpc/win32_process.cc | 4 +-
apps/dso_plugin_module/Makefile | 2 +-
apps/extension/Makefile | 2 +-
apps/hexagon_api/CMakeLists.txt | 8 +-
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apps/hexagon_launcher/cmake/android/CMakeLists.txt | 2 +-
apps/hexagon_launcher/cmake/hexagon/CMakeLists.txt | 2 +-
apps/howto_deploy/Makefile | 2 +-
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apps/ios_rpc/tvmrpc/TVMRuntime.mm | 2 +-
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apps/microtvm/cmsisnn/Makefile | 39 +-
apps/microtvm/ethosu/Makefile | 30 +-
apps/microtvm/poetry.lock | 667 +--
apps/microtvm/pyproject.toml | 3 +-
apps/microtvm/reference-vm/.gitignore | 3 +-
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.../template_project/CMakeLists.txt.template | 36 +-
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apps/microtvm/zephyr/template_project/boards.json | 9 +-
.../fvp-hack/FVP_Corstone_SSE-300_Ethos-U55 | 44 +
.../zephyr/template_project/microtvm_api_server.py | 468 ++-
.../src/host_driven/fvp/semihost.c | 87 +
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apps/microtvm/zephyr_cmsisnn/CMakeLists.txt | 5 +
apps/microtvm/zephyr_cmsisnn/README.md | 4 +-
apps/pt_tvmdsoop/tests/test_as_torch.py | 262 ++
apps/pt_tvmdsoop/tests/test_boolean_tensor.py | 129 +
apps/pt_tvmdsoop/tests/test_optimize_torch.py | 161 +
apps/rocm_rpc/Makefile | 2 +-
apps/sgx/src/build_model.py | 7 +-
apps/tf_tvmdsoop/CMakeLists.txt | 2 +-
apps/topi_recipe/README.md | 2 +-
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apps/uma/_template/backend.py | 45 +
apps/uma/_template/codegen.py | 28 +
apps/uma/_template/conv2dnchw.cc | 96 +
apps/uma/_template/passes.py | 136 +
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apps/uma/_template/run.py | 82 +
apps/uma/_template/strategies.py | 33 +
apps/uma/uma_cli.py | 98 +
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ci/README.md | 98 +
ci/jenkins/.gitignore | 1 +
ci/jenkins/Build.groovy.j2 | 264 ++
ci/jenkins/Deploy.groovy.j2 | 166 +
ci/jenkins/DockerBuild.groovy.j2 | 116 +
ci/jenkins/Jenkinsfile.j2 | 131 +
{jenkins => ci/jenkins}/Lint.groovy.j2 | 0
ci/jenkins/Makefile | 27 +
ci/jenkins/Prepare.groovy.j2 | 225 +
ci/jenkins/README.md | 59 +
ci/jenkins/Test.groovy.j2 | 319 ++
ci/jenkins/generate.py | 204 +
ci/jenkins/macros.j2 | 213 +
ci/jenkins/requirements.txt | 1 +
ci/scripts/check_pr.py | 145 +
ci/scripts/cmd_utils.py | 72 +
ci/scripts/determine_docker_images.py | 115 +
ci/scripts/git_change_docker.sh | 36 +
{tests => ci}/scripts/git_change_docs.sh | 0
ci/scripts/git_skip_ci.py | 62 +
ci/scripts/git_skip_ci_globs.py | 79 +
ci/scripts/git_utils.py | 169 +
ci/scripts/github_cc_reviewers.py | 114 +
ci/scripts/github_docs_comment.py | 110 +
ci/scripts/github_skipped_tests_comment.py | 256 ++
ci/scripts/github_tag_teams.py | 258 ++
ci/scripts/github_tvmbot.py | 783 ++++
{tests => ci}/scripts/http_utils.py | 0
ci/scripts/open_docker_update_pr.py | 214 +
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ci/scripts/should_run_slow_tests.py | 92 +
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cmake/modules/Hexagon.cmake | 28 +-
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cmake/modules/Zephyr.cmake | 3 +
cmake/modules/contrib/CODEGENC.cmake | 2 +-
cmake/modules/contrib/PT_TVMDSOOP.cmake | 68 +-
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cmake/modules/contrib/UMA.cmake | 22 +
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conftest.py | 26 +-
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docker/Dockerfile.ci_cortexm | 120 +
docker/Dockerfile.ci_cpu | 30 +-
docker/Dockerfile.ci_gpu | 15 +-
docker/Dockerfile.ci_hexagon | 15 +-
docker/Dockerfile.ci_i386 | 11 +-
docker/Dockerfile.ci_lint | 13 +-
docker/Dockerfile.ci_minimal | 58 +
docker/Dockerfile.ci_qemu | 120 -
docker/Dockerfile.ci_riscv | 93 +
docker/Dockerfile.ci_wasm | 11 +-
docker/bash.sh | 14 +-
docker/clear-stale-images.sh | 4 +-
docker/dev_common.sh | 8 +-
docker/install/ubuntu1804_install_python.sh | 45 -
docker/install/ubuntu1804_install_python_venv.sh | 30 -
docker/install/ubuntu1804_manual_install_llvm.sh | 38 +
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_onnx.sh | 2 +-
docker/install/ubuntu_install_python.sh | 79 +-
docker/install/ubuntu_install_python_package.sh | 6 +-
docker/install/ubuntu_install_qemu.sh | 82 -
docker/install/ubuntu_install_tensorflow.sh | 5 +-
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docker/install/ubuntu_install_tflite.sh | 13 +-
docker/install/ubuntu_install_vela.sh | 2 +-
docker/install/ubuntu_install_zephyr.sh | 7 +-
docker/python/bootstrap-requirements.txt | 82 +
docker/python/bootstrap/.gitignore | 1 +
docker/python/bootstrap/generate.sh | 100 +
.../python/bootstrap/lockfiles/constraints-3.7.txt | 254 ++
.../python/bootstrap/lockfiles/constraints-3.8.txt | 251 ++
.../bootstrap/lockfiles/requirements-3.7.txt | 3 +
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docker/python/ci-constraints.txt | 39 +
docker/with_the_same_user | 26 +-
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docs/conf.py | 4 +-
docs/contribute/ci.rst | 166 +-
docs/contribute/code_guide.rst | 54 +
docs/contribute/pull_request.rst | 113 +-
docs/contribute/release_process.rst | 44 +-
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/docker.rst | 21 +-
docs/install/from_source.rst | 12 +-
docs/install/index.rst | 23 +-
docs/install/tlcpack.rst | 24 -
docs/reference/langref/hybrid_script.rst | 2 +-
gallery/how_to/compile_models/from_coreml.py | 6 +
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gallery/how_to/compile_models/from_keras.py | 6 +
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gallery/how_to/compile_models/from_tflite.py | 6 +
.../deploy_models/deploy_model_on_android.py | 6 +
.../how_to/deploy_models/deploy_model_on_nano.py | 248 ++
.../how_to/deploy_models/deploy_model_on_rasp.py | 6 +
.../deploy_object_detection_pytorch.py | 6 +
.../how_to/deploy_models/deploy_prequantized.py | 6 +
.../deploy_models/deploy_prequantized_tflite.py | 6 +
gallery/how_to/deploy_models/deploy_quantized.py | 6 +
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gallery/how_to/deploy_models/deploy_ssd_gluoncv.py | 6 +
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gallery/how_to/extend_tvm/low_level_custom_pass.py | 6 +
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gallery/how_to/tune_with_autotvm/tune_relay_x86.py | 10 +-
gallery/how_to/work_with_microtvm/micro_aot.py | 180 +
.../how_to/work_with_microtvm/micro_autotune.py | 6 +
gallery/how_to/work_with_microtvm/micro_ethosu.py | 6 +
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gallery/how_to/work_with_microtvm/micro_tflite.py | 6 +
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gallery/how_to/work_with_relay/build_gcn.py | 6 +
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gallery/how_to/work_with_relay/using_relay_viz.py | 6 +
gallery/how_to/work_with_schedules/extern_op.py | 6 +
gallery/how_to/work_with_schedules/intrin_math.py | 8 +-
gallery/how_to/work_with_schedules/reduction.py | 6 +
gallery/how_to/work_with_schedules/scan.py | 6 +
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gallery/how_to/work_with_schedules/tedd.py | 6 +
gallery/how_to/work_with_schedules/tensorize.py | 6 +
gallery/how_to/work_with_schedules/tuple_inputs.py | 6 +
gallery/tutorial/auto_scheduler_matmul_x86.py | 6 +-
gallery/tutorial/autotvm_matmul_x86.py | 6 +
gallery/tutorial/autotvm_relay_x86.py | 6 +
gallery/tutorial/cross_compilation_and_rpc.py | 6 +
gallery/tutorial/install.py | 6 +
gallery/tutorial/intro_topi.py | 6 +
gallery/tutorial/introduction.py | 6 +
gallery/tutorial/relay_quick_start.py | 6 +
gallery/tutorial/tensor_expr_get_started.py | 6 +
gallery/tutorial/tensor_ir_blitz_course.py | 6 +
gallery/tutorial/tvmc_command_line_driver.py | 9 +-
gallery/tutorial/tvmc_python.py | 8 +-
gallery/tutorial/uma.py | 292 ++
golang/Makefile | 2 +-
include/tvm/arith/analyzer.h | 46 +-
include/tvm/arith/int_set.h | 39 +-
include/tvm/auto_scheduler/feature.h | 8 +-
include/tvm/driver/driver_api.h | 13 +-
include/tvm/ir/attrs.h | 2 +-
include/tvm/ir/expr.h | 220 +-
include/tvm/ir/global_var_supply.h | 125 +
include/tvm/ir/memory_pools.h | 216 +-
include/tvm/ir/module.h | 56 +-
include/tvm/ir/name_supply.h | 123 +
include/tvm/ir/type.h | 2 +-
include/tvm/meta_schedule/apply_history_best.h | 105 -
include/tvm/meta_schedule/arg_info.h | 8 +
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/feature_extractor.h | 4 +-
include/tvm/meta_schedule/postproc.h | 7 +-
include/tvm/meta_schedule/schedule_rule.h | 26 +
include/tvm/meta_schedule/space_generator.h | 11 +-
include/tvm/node/functor.h | 4 +-
include/tvm/node/object_path.h | 285 ++
include/tvm/node/reflection.h | 6 +
include/tvm/node/structural_equal.h | 157 +-
include/tvm/relay/attrs/image.h | 14 +-
include/tvm/relay/attrs/nn.h | 18 +-
include/tvm/relay/attrs/random.h | 10 +
include/tvm/relay/attrs/transform.h | 26 +
include/tvm/relay/expr.h | 3 +-
include/tvm/relay/feature.h | 2 +-
include/tvm/relay/transform.h | 48 +-
include/tvm/runtime/builtin_fp16.h | 2 +
include/tvm/runtime/c_backend_api.h | 2 +-
include/tvm/runtime/c_runtime_api.h | 2 +-
include/tvm/runtime/container/base.h | 4 +-
include/tvm/runtime/container/map.h | 63 +-
include/tvm/runtime/container/string.h | 48 +-
include/tvm/runtime/crt/module.h | 2 +-
include/tvm/runtime/device_api.h | 4 +-
include/tvm/runtime/logging.h | 3 +-
include/tvm/runtime/metadata.h | 46 +-
include/tvm/runtime/metadata_types.h | 30 +-
include/tvm/runtime/module.h | 4 +-
include/tvm/runtime/profiling.h | 31 +-
include/tvm/runtime/threading_backend.h | 4 +-
include/tvm/runtime/vm/executable.h | 15 +-
include/tvm/runtime/vm/vm.h | 6 +-
include/tvm/script/ir_builder/base.h | 302 ++
include/tvm/script/ir_builder/ir/frame.h | 73 +
include/tvm/script/ir_builder/ir/ir.h | 45 +
include/tvm/script/ir_builder/tir/frame.h | 225 +
include/tvm/script/ir_builder/tir/ir.h | 56 +
include/tvm/script/printer.h | 56 +
include/tvm/script/printer/doc.h | 1171 ++++++
include/tvm/script/printer/doc_printer.h | 48 +
include/tvm/script/printer/frame.h | 140 +
include/tvm/script/printer/ir_docsifier.h | 230 ++
include/tvm/script/printer/traced_object.h | 484 +++
include/tvm/script/printer/traced_object_functor.h | 204 +
include/tvm/script/printer/var_table.h | 144 +
include/tvm/support/span.h | 14 +-
include/tvm/support/with.h | 40 +
include/tvm/target/compilation_config.h | 20 +-
include/tvm/target/target.h | 42 +-
include/tvm/target/target_info.h | 6 +-
include/tvm/target/target_kind.h | 34 +-
include/tvm/te/operation.h | 2 +-
include/tvm/te/schedule.h | 4 +-
include/tvm/te/schedule_pass.h | 2 +-
include/tvm/tir/analysis.h | 22 +-
include/tvm/tir/buffer.h | 17 +
include/tvm/tir/builtin.h | 17 +
include/tvm/tir/function.h | 3 +-
include/tvm/tir/op.h | 217 +-
include/tvm/tir/schedule/schedule.h | 51 +-
include/tvm/tir/stmt.h | 93 +-
include/tvm/tir/stmt_functor.h | 4 +
include/tvm/tir/transform.h | 36 +-
include/tvm/tir/usmp/algorithms.h | 11 +
include/tvm/tir/usmp/utils.h | 19 +-
include/tvm/topi/cuda/injective.h | 2 +-
include/tvm/topi/cuda/pooling.h | 2 +-
include/tvm/topi/cuda/reduction.h | 2 +-
include/tvm/topi/detail/broadcast.h | 30 +-
include/tvm/topi/detail/extern.h | 2 +-
include/tvm/topi/detail/strided_slice.h | 16 +-
include/tvm/topi/elemwise.h | 2 +-
include/tvm/topi/transform.h | 74 +-
jenkins/Build.groovy.j2 | 229 --
jenkins/Deploy.groovy.j2 | 121 -
jenkins/DockerBuild.groovy.j2 | 116 -
jenkins/Jenkinsfile.j2 | 131 -
jenkins/Prepare.groovy.j2 | 174 -
jenkins/README.md | 227 --
jenkins/Test.groovy.j2 | 279 --
jenkins/generate.py | 131 -
jenkins/macros.j2 | 142 -
jenkins/requirements.txt | 2 -
.../src/main/native/org_apache_tvm_native_c_api.cc | 4 +-
python/gen_requirements.py | 2 +-
python/setup.py | 27 +-
python/tvm/__init__.py | 4 +
python/tvm/_ffi/__init__.py | 2 +-
python/tvm/_ffi/_ctypes/object.py | 11 +-
python/tvm/_ffi/_ctypes/packed_func.py | 2 +-
python/tvm/_ffi/_cython/object.pxi | 8 +-
python/tvm/_ffi/base.py | 2 +-
python/tvm/_ffi/libinfo.py | 2 +-
python/tvm/_ffi/registry.py | 21 +-
python/tvm/_ffi/runtime_ctypes.py | 3 +-
python/tvm/arith/__init__.py | 8 +-
python/tvm/arith/int_set.py | 48 +
python/tvm/auto_scheduler/__init__.py | 65 +-
python/tvm/auto_scheduler/cost_model/xgb_model.py | 10 +-
python/tvm/auto_scheduler/relay_integration.py | 8 +-
python/tvm/auto_scheduler/search_task.py | 4 +-
python/tvm/auto_scheduler/task_scheduler.py | 12 +-
python/tvm/auto_scheduler/testing/tune_onnx.py | 148 +-
python/tvm/auto_scheduler/testing/tune_relay.py | 172 +-
python/tvm/auto_scheduler/testing/tune_te.py | 95 +-
python/tvm/autotvm/record.py | 31 +-
python/tvm/autotvm/task/dispatcher.py | 87 +-
python/tvm/autotvm/testing/__init__.py | 17 +
python/tvm/autotvm/testing/tune_relay.py | 263 ++
python/tvm/contrib/cutlass/build.py | 4 +-
python/tvm/contrib/debugger/debug_executor.py | 189 +-
python/tvm/contrib/debugger/debug_result.py | 42 +-
python/tvm/contrib/dnnl.py | 5 +
python/tvm/contrib/emcc.py | 2 +-
.../tvm/contrib/ethosu/cascader/device_config.py | 2 +-
python/tvm/contrib/ethosu/cascader/scheduler.py | 14 +-
python/tvm/contrib/graph_executor.py | 26 +-
python/tvm/contrib/hexagon/build.py | 40 +-
python/tvm/contrib/hexagon/meta_schedule.py | 166 +
python/tvm/contrib/hexagon/pytest_plugin.py | 82 +-
python/tvm/contrib/hexagon/session.py | 8 +-
python/tvm/contrib/hexagon/tools.py | 7 +
python/tvm/contrib/pipeline_executor.py | 26 +-
python/tvm/contrib/pipeline_executor_build.py | 16 +-
python/tvm/contrib/torch/__init__.py | 35 +-
python/tvm/contrib/torch/as_torch.py | 124 +
python/tvm/contrib/torch/module.py | 17 +
python/tvm/contrib/torch/optimize_torch.py | 198 +
python/tvm/contrib/torch/pytorch_tvm.py | 21 +
python/tvm/driver/build_module.py | 23 +-
python/tvm/driver/tvmc/compiler.py | 30 +-
python/tvm/driver/tvmc/frontends.py | 70 +
python/tvm/driver/tvmc/micro.py | 6 +-
python/tvm/driver/tvmc/registry.py | 22 +-
python/tvm/driver/tvmc/runner.py | 58 +-
python/tvm/driver/tvmc/workspace_pools.py | 237 ++
python/tvm/error.py | 2 +-
python/tvm/ir/__init__.py | 9 +-
python/tvm/ir/base.py | 36 +-
python/tvm/ir/diagnostics/__init__.py | 2 +-
python/tvm/ir/memory_pools.py | 140 +-
python/tvm/ir/module.py | 15 +
python/tvm/ir/supply.py | 141 +
python/tvm/meta_schedule/__init__.py | 9 +-
python/tvm/meta_schedule/apply_history_best.py | 121 -
python/tvm/meta_schedule/arg_info.py | 19 +
python/tvm/meta_schedule/builder/__init__.py | 2 +-
python/tvm/meta_schedule/builder/builder.py | 17 +
python/tvm/meta_schedule/builder/local_builder.py | 10 +-
python/tvm/meta_schedule/cost_model/cost_model.py | 4 +-
python/tvm/meta_schedule/cost_model/mlp_model.py | 1017 +++++
python/tvm/meta_schedule/cost_model/xgb_model.py | 20 +-
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 | 38 +
.../tvm/meta_schedule/database/union_database.py | 112 +
python/tvm/meta_schedule/default_config.py | 75 +-
.../feature_extractor/per_store_feature.py | 6 +
python/tvm/meta_schedule/postproc/__init__.py | 5 +-
.../tvm/meta_schedule/postproc/rewrite_layout.py | 32 +
python/tvm/meta_schedule/profiler.py | 1 -
python/tvm/meta_schedule/relay_integration.py | 67 +-
python/tvm/meta_schedule/runner/__init__.py | 12 +-
python/tvm/meta_schedule/runner/runner.py | 22 +-
python/tvm/meta_schedule/schedule_rule/__init__.py | 7 +-
.../schedule_rule/multi_level_tiling.py | 58 +-
.../tvm/meta_schedule/search_strategy/__init__.py | 2 +-
.../search_strategy/search_strategy.py | 29 +
.../tvm/meta_schedule/space_generator/__init__.py | 4 +-
.../space_generator/post_order_apply.py | 12 +-
.../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 +
.../meta_schedule/testing/custom_builder_runner.py | 21 +-
python/tvm/meta_schedule/testing/relay_workload.py | 47 +-
python/tvm/meta_schedule/testing/schedule_rule.py | 52 +-
.../tvm/meta_schedule/testing/space_generation.py | 77 +-
python/tvm/meta_schedule/testing/te_workload.py | 244 +-
python/tvm/meta_schedule/testing/tlcbench.py | 3 +-
python/tvm/meta_schedule/testing/tune_onnx.py | 88 +-
python/tvm/meta_schedule/testing/tune_relay.py | 110 +-
python/tvm/meta_schedule/testing/tune_te.py | 18 +-
python/tvm/meta_schedule/testing/tune_utils.py | 194 +
python/tvm/meta_schedule/testing/utils.py | 79 -
python/tvm/meta_schedule/tune.py | 67 +-
python/tvm/meta_schedule/tune_context.py | 8 +-
python/tvm/micro/testing/__init__.py | 20 +
python/tvm/micro/testing/aot_test_utils.py | 13 +-
python/tvm/micro/testing/evaluation.py | 161 +
python/tvm/micro/testing/pytest_plugin.py | 132 +
python/tvm/micro/testing/utils.py | 27 +-
python/tvm/relay/__init__.py | 1 +
python/tvm/relay/analysis/analysis.py | 38 +
python/tvm/relay/backend/contrib/ethosu/codegen.py | 59 +-
.../tvm/relay/backend/contrib/ethosu/legalize.py | 80 +-
.../relay/backend/contrib/ethosu/tir/compiler.py | 13 +-
.../tvm/relay/backend/contrib/ethosu/tir/passes.py | 70 +-
python/tvm/relay/backend/contrib/uma/__init__.py | 23 +
.../tvm/relay/backend/contrib/uma/api/__init__.py | 25 +
.../tvm/relay/backend/contrib/uma/api/_ffi_api.py | 20 +
.../tvm/relay/backend/contrib/uma/api/codegen.py | 64 +
python/tvm/relay/backend/contrib/uma/api/lower.py | 145 +
.../relay/backend/contrib/uma/api/partitioner.py | 122 +
python/tvm/relay/backend/contrib/uma/api/utils.py | 73 +
python/tvm/relay/backend/contrib/uma/backend.py | 293 ++
python/tvm/relay/backend/executor.py | 2 +-
python/tvm/relay/backend/interpreter.py | 2 +-
python/tvm/relay/backend/runtime.py | 2 +-
python/tvm/relay/backend/te_compiler.py | 12 +-
python/tvm/relay/backend/vm.py | 5 +-
python/tvm/relay/build_module.py | 162 +-
python/tvm/relay/collage/__init__.py | 24 +
python/tvm/relay/collage/_ffi_api.py | 21 +
python/tvm/relay/collage/collage.py | 146 +
python/tvm/relay/expr.py | 4 +
python/tvm/relay/expr_functor.py | 8 +-
python/tvm/relay/frontend/caffe.py | 2 +-
python/tvm/relay/frontend/common.py | 40 +
python/tvm/relay/frontend/keras.py | 8 +-
python/tvm/relay/frontend/onnx.py | 417 +-
python/tvm/relay/frontend/paddlepaddle.py | 7 +-
python/tvm/relay/frontend/pytorch.py | 605 ++-
python/tvm/relay/frontend/qnn_torch.py | 94 +-
python/tvm/relay/frontend/tensorflow_ops.py | 104 +
python/tvm/relay/frontend/tflite.py | 115 +-
python/tvm/relay/function.py | 21 +
python/tvm/relay/op/_tensor.py | 1 +
python/tvm/relay/op/_transform.py | 11 +-
python/tvm/relay/op/algorithm.py | 2 +-
python/tvm/relay/op/annotation/annotation.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 | 413 +-
python/tvm/relay/op/contrib/ethosn.py | 218 +-
python/tvm/relay/op/contrib/ethosu.py | 63 +-
python/tvm/relay/op/contrib/tensorrt.py | 268 +-
python/tvm/relay/op/nn/_nn.py | 74 +-
python/tvm/relay/op/op_attrs.py | 5 +
python/tvm/relay/op/random/_kernel.py | 2 +
python/tvm/relay/op/random/kernel.py | 41 +
python/tvm/relay/op/strategy/adreno.py | 160 +-
python/tvm/relay/op/strategy/arm_cpu.py | 70 +-
python/tvm/relay/op/strategy/cuda.py | 35 +-
python/tvm/relay/op/strategy/generic.py | 126 +-
python/tvm/relay/op/strategy/hexagon.py | 7 +
python/tvm/relay/op/strategy/hls.py | 2 +-
python/tvm/relay/op/strategy/intel_graphics.py | 8 +-
python/tvm/relay/op/strategy/mali.py | 113 +-
python/tvm/relay/op/strategy/rocm.py | 2 +-
python/tvm/relay/op/strategy/x86.py | 132 +-
python/tvm/relay/op/transform.py | 43 +
python/tvm/relay/qnn/op/__init__.py | 3 +-
python/tvm/relay/qnn/op/legalizations.py | 32 +-
python/tvm/relay/qnn/op/qnn.py | 94 +-
python/tvm/relay/testing/yolo_detection.py | 2 +-
.../transform/fake_quantization_to_integer.py | 108 +-
python/tvm/relay/transform/transform.py | 68 +-
python/tvm/rpc/minrpc.py | 4 +-
python/tvm/rpc/proxy.py | 2 +-
python/tvm/rpc/server.py | 9 +
python/tvm/rpc/tracker.py | 9 +
python/tvm/runtime/__init__.py | 1 +
python/tvm/runtime/module.py | 28 +-
python/tvm/runtime/object_generic.py | 14 +-
python/tvm/runtime/object_path.py | 140 +
python/tvm/runtime/vm.py | 36 +-
python/tvm/script/highlight.py | 150 +
python/tvm/script/ir_builder/__init__.py | 18 +
python/tvm/script/ir_builder/_ffi_api.py | 20 +
python/tvm/script/ir_builder/base.py | 181 +
python/tvm/script/ir_builder/ir/__init__.py | 19 +
python/tvm/script/ir_builder/ir/_ffi_api.py | 20 +
python/tvm/script/ir_builder/ir/frame.py | 26 +
python/tvm/script/ir_builder/ir/ir.py | 24 +
python/tvm/script/ir_builder/tir/__init__.py | 18 +
python/tvm/script/ir_builder/tir/_ffi_api.py | 20 +
python/tvm/script/ir_builder/tir/frame.py | 36 +
python/tvm/script/ir_builder/tir/ir.py | 75 +
python/tvm/script/parser.py | 25 +-
python/tvm/script/printer/__init__.py | 27 +
python/tvm/script/printer/_ffi_api.py | 20 +
python/tvm/script/printer/doc.py | 503 +++
python/tvm/script/printer/doc_core.py | 1140 ++++++
python/tvm/script/printer/doc_printer.py | 56 +
python/tvm/script/printer/entry.py | 71 +
python/tvm/script/printer/frame.py | 81 +
python/tvm/script/printer/ir_docsifier.py | 245 ++
python/tvm/script/printer/var_table.py | 118 +
python/tvm/script/tir/__init__.py | 12 +-
python/tvm/script/tir/__init__.pyi | 31 +-
python/tvm/script/tir/intrin.py | 108 +-
python/tvm/script/tir/scope_handler.py | 140 +-
python/tvm/script/tir/ty.py | 23 +-
python/tvm/target/arm_isa.py | 39 -
python/tvm/target/tag.py | 2 +-
python/tvm/target/target.py | 78 +-
python/tvm/target/virtual_device.py | 5 +-
python/tvm/te/operation.py | 18 +-
python/tvm/testing/aot.py | 80 +-
python/tvm/testing/plugin.py | 42 +
python/tvm/testing/utils.py | 358 +-
python/tvm/tir/__init__.py | 24 +-
python/tvm/tir/analysis/analysis.py | 50 +
python/tvm/tir/buffer.py | 41 +-
python/tvm/tir/function.py | 23 +-
python/tvm/tir/op.py | 1364 ++++++-
python/tvm/tir/schedule/_type_checker.py | 83 +-
python/tvm/tir/schedule/schedule.py | 204 +-
python/tvm/tir/schedule/trace.py | 14 +
python/tvm/tir/stmt.py | 29 +-
python/tvm/tir/tensor_intrin/__init__.py | 6 +-
python/tvm/tir/tensor_intrin/arm_cpu.py | 3 +-
python/tvm/tir/tensor_intrin/cuda.py | 188 +-
python/tvm/tir/tensor_intrin/hexagon.py | 71 +
python/tvm/tir/tensor_intrin/x86.py | 2 -
python/tvm/tir/transform/transform.py | 132 +-
python/tvm/tir/usmp/utils.py | 11 +-
python/tvm/topi/adreno/__init__.py | 1 +
python/tvm/topi/adreno/conv2d_alter_op.py | 48 +-
python/tvm/topi/adreno/conv2d_nchw.py | 134 +-
python/tvm/topi/adreno/conv2d_nchw_winograd.py | 45 +-
python/tvm/topi/adreno/conv2d_nhwc.py | 127 +-
python/tvm/topi/adreno/conv2d_nhwc_winograd.py | 45 +-
python/tvm/topi/adreno/conv2d_winograd_common.py | 48 +-
python/tvm/topi/adreno/depthwise_conv2d_nchw.py | 68 +-
python/tvm/topi/adreno/depthwise_conv2d_nhwc.py | 63 +-
python/tvm/topi/adreno/injective.py | 66 +
python/tvm/topi/adreno/utils.py | 81 +-
python/tvm/topi/arm_cpu/conv2d_alter_op.py | 2 +-
python/tvm/topi/arm_cpu/dense.py | 14 +-
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 ++
.../arm_cpu/mprofile/dsp/micro_kernel/common.py | 1 -
.../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 | 12 +-
python/tvm/topi/cuda/sort.py | 4 +-
python/tvm/topi/cuda/sparse.py | 4 +-
python/tvm/topi/cuda/unique.py | 2 +-
python/tvm/topi/generic/conv2d.py | 4 +-
python/tvm/topi/hexagon/__init__.py | 4 +
python/tvm/topi/hexagon/injective.py | 7 +
python/tvm/topi/hexagon/pad.py | 51 +
python/tvm/topi/hexagon/qnn/__init__.py | 25 +
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 | 116 +
python/tvm/topi/hexagon/slice_ops/__init__.py | 18 +-
python/tvm/topi/hexagon/slice_ops/argmax.py | 53 +
python/tvm/topi/hexagon/slice_ops/avg_pool2d.py | 24 +-
python/tvm/topi/hexagon/slice_ops/batch_flatten.py | 77 +
python/tvm/topi/hexagon/slice_ops/cast.py | 145 +
python/tvm/topi/hexagon/slice_ops/clip.py | 66 +
python/tvm/topi/hexagon/slice_ops/conv2d.py | 242 ++
python/tvm/topi/hexagon/slice_ops/dwconv2d.py | 162 +
python/tvm/topi/hexagon/slice_ops/max_pool2d.py | 196 +
python/tvm/topi/hexagon/slice_ops/relu.py | 65 +
python/tvm/topi/hexagon/slice_ops/reshape.py | 111 +
python/tvm/topi/hexagon/slice_ops/softmax_slice.py | 76 +
python/tvm/topi/hexagon/slice_ops/tanh.py | 56 +
python/tvm/topi/hexagon/tensor_intrin.py | 71 +
python/tvm/topi/hexagon/utils.py | 244 ++
python/tvm/topi/image/resize.py | 65 +-
python/tvm/topi/nn/batch_matmul.py | 14 +-
python/tvm/topi/nn/conv1d.py | 35 +-
python/tvm/topi/nn/conv2d.py | 167 +-
python/tvm/topi/nn/conv3d.py | 10 +-
python/tvm/topi/nn/dense.py | 36 +-
python/tvm/topi/nn/pooling.py | 9 +
python/tvm/topi/nn/softmax.py | 46 +-
python/tvm/topi/random/kernel.py | 56 +
python/tvm/topi/scatter.py | 2 +-
python/tvm/topi/testing/softmax_python.py | 28 +-
python/tvm/topi/transform.py | 62 +-
python/tvm/topi/unique.py | 2 +-
python/tvm/topi/x86/concat.py | 1 -
python/tvm/topi/x86/conv3d.py | 12 +-
python/tvm/topi/x86/injective.py | 7 +-
python/tvm/topi/x86/nn.py | 82 +-
python/tvm/utils/__init__.py | 2 +-
python/tvm/utils/roofline.py | 491 ---
python/tvm/utils/roofline/__init__.py | 278 ++
python/tvm/utils/roofline/cuda.py | 236 ++
python/tvm/utils/roofline/registry.py | 83 +
python/tvm/utils/roofline/x86.py | 254 ++
src/arith/analyzer.cc | 28 +-
src/arith/const_fold.h | 112 +-
src/arith/const_int_bound.cc | 50 +-
src/arith/detect_linear_equation.cc | 4 +-
src/arith/domain_touched.cc | 57 +-
src/arith/int_set.cc | 342 +-
src/arith/ir_visitor_with_analyzer.cc | 126 +
src/arith/ir_visitor_with_analyzer.h | 45 +-
src/arith/iter_affine_map.cc | 101 +-
src/arith/modular_set.cc | 13 +
src/arith/rewrite_simplify.cc | 8 +-
src/auto_scheduler/auto_schedule.cc | 4 +-
src/auto_scheduler/compute_dag.cc | 27 +-
src/auto_scheduler/feature.cc | 19 +-
src/auto_scheduler/search_policy/search_policy.cc | 4 +-
src/auto_scheduler/search_policy/sketch_policy.cc | 2 +-
.../search_policy/sketch_policy_rules.cc | 3 +-
src/auto_scheduler/transform_step.cc | 36 +-
src/autotvm/touch_extractor.cc | 14 +-
src/contrib/ethosu/cascader/parts/ethosu.cc | 5 +-
src/contrib/ethosu/cascader/propagator.cc | 8 +-
src/contrib/ethosu/cascader/propagator.h | 6 +-
src/contrib/hybrid/codegen_hybrid.cc | 106 +-
src/contrib/hybrid/codegen_hybrid.h | 10 +-
src/contrib/torch/base64.h | 75 +
.../tvm_module_wrapper/RuntimeModuleWrapperTVM.cc | 266 ++
.../RuntimeModuleWrapperTorch.cc | 215 +
.../torch/tvm_module_wrapper/runtime_bridge.h | 116 +
src/driver/driver_api.cc | 57 +-
src/ir/expr.cc | 47 +-
src/ir/global_var_supply.cc | 115 +
src/ir/instrument.cc | 5 +-
src/ir/memory_pools.cc | 183 +-
src/ir/module.cc | 23 +-
src/ir/name_supply.cc | 108 +
src/ir/span.cc | 2 +-
src/ir/transform.cc | 2 +-
src/meta_schedule/apply_history_best.cc | 154 -
src/meta_schedule/arg_info.cc | 55 +-
src/meta_schedule/database/database.cc | 75 +-
src/meta_schedule/database/json_database.cc | 39 +-
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 +-
.../feature_extractor/per_store_feature.cc | 84 +-
.../mutator/mutate_compute_location.cc | 4 +-
src/meta_schedule/mutator/mutate_parallel.cc | 7 +-
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_cooperative_fetch.cc | 33 +-
src/meta_schedule/postproc/rewrite_layout.cc | 183 +
.../postproc/rewrite_parallel_vectorize_unroll.cc | 17 +-
.../postproc/rewrite_reduction_block.cc | 17 +
src/meta_schedule/postproc/rewrite_tensorize.cc | 6 +-
.../postproc/rewrite_unbound_block.cc | 2 +-
src/meta_schedule/postproc/verify_gpu_code.cc | 19 +-
src/meta_schedule/schedule_rule/auto_bind.cc | 7 +-
src/meta_schedule/schedule_rule/auto_inline.cc | 26 +-
.../schedule_rule/cross_thread_reduction.cc | 6 +-
.../schedule_rule/multi_level_tiling.cc | 128 +-
.../schedule_rule/multi_level_tiling.h | 37 +-
.../multi_level_tiling_tensor_core.cc | 557 +++
.../multi_level_tiling_with_intrin.cc | 31 +-
.../schedule_rule/random_compute_location.cc | 2 +-
src/meta_schedule/schedule_rule/winograd.cc | 140 +-
.../search_strategy/evolutionary_search.cc | 24 +-
src/meta_schedule/search_strategy/replay_func.cc | 6 +-
src/meta_schedule/search_strategy/replay_trace.cc | 9 +-
.../space_generator/post_order_apply.cc | 47 +-
src/meta_schedule/space_generator/schedule_fn.cc | 90 +
src/meta_schedule/utils.h | 72 +-
src/node/object_path.cc | 310 ++
src/node/reflection.cc | 46 +-
src/node/structural_equal.cc | 237 +-
src/node/structural_hash.cc | 162 +-
src/parser/parser.cc | 4 +-
src/parser/token.h | 4 +-
src/printer/meta_data.h | 4 +-
src/printer/text_printer.h | 1 +
src/printer/tir_text_printer.cc | 14 +-
src/printer/tvmscript_printer.cc | 314 +-
src/relay/analysis/call_graph.cc | 2 +-
src/relay/analysis/dependency_graph.cc | 4 +-
src/relay/analysis/extract_fake_quantized_ops.cc | 2 +-
src/relay/analysis/extract_intermediate_expr.cc | 88 +
src/relay/analysis/extract_operators.cc | 2 +-
src/relay/backend/annotate_used_memory.cc | 233 ++
src/relay/backend/aot_executor_codegen.cc | 139 +-
src/relay/backend/build_module.cc | 48 +-
.../backend/contrib/arm_compute_lib/codegen.cc | 9 +-
src/relay/backend/contrib/bnns/codegen.cc | 8 +-
src/relay/backend/contrib/cmsisnn/buffer_size.cc | 38 +-
src/relay/backend/contrib/cmsisnn/buffer_size.h | 18 +-
.../backend/contrib/cmsisnn/compiler_attrs.cc | 41 +-
src/relay/backend/contrib/cmsisnn/compiler_attrs.h | 14 +-
src/relay/backend/contrib/cmsisnn/convolutions.cc | 46 +
src/relay/backend/contrib/cmsisnn/convolutions.h | 60 +
src/relay/backend/contrib/cmsisnn/fuse_pads.cc | 209 +
.../backend/contrib/cmsisnn/generate_constants.cc | 7 +-
src/relay/backend/contrib/cmsisnn/relay_to_tir.cc | 39 +-
src/relay/backend/contrib/cmsisnn/target.cc | 8 +-
.../backend/contrib/cmsisnn/tir_to_runtime.cc | 30 +-
src/relay/backend/contrib/codegen_c/codegen.cc | 282 +-
src/relay/backend/contrib/codegen_c/codegen_c.h | 13 +-
src/relay/backend/contrib/codegen_c/target.cc | 43 +
.../backend/contrib/codegen_json/codegen_json.h | 46 +-
src/relay/backend/contrib/cutlass/codegen.cc | 44 +-
src/relay/backend/contrib/dnnl/codegen.cc | 64 +-
src/relay/backend/contrib/ethosn/codegen.cc | 204 +-
src/relay/backend/contrib/ethosn/codegen_ethosn.h | 19 +-
.../backend/contrib/ethosn/convert_equivalent.cc | 238 ++
src/relay/backend/contrib/ethosn/ethosn_api.cc | 422 +-
src/relay/backend/contrib/ethosn/ethosn_api.h | 65 +-
.../backend/contrib/ethosn/ethosn_api_version.h | 55 -
src/relay/backend/contrib/ethosu/source_module.cc | 2 +-
.../backend/contrib/example_target_hooks/target.cc | 1 -
src/relay/backend/contrib/tensorrt/codegen.cc | 260 +-
src/relay/backend/contrib/tensorrt/codegen.h | 47 +
src/relay/backend/contrib/tensorrt/target.cc | 31 +-
src/relay/backend/contrib/uma/relay_to_tir.cc | 175 +
src/relay/backend/contrib/uma/targets.cc | 80 +
src/relay/backend/contrib/uma/tir_to_runtime.cc | 82 +
src/relay/backend/contrib/verilator/codegen.cc | 9 +-
src/relay/backend/executor.cc | 4 +-
src/relay/backend/graph_executor_codegen.cc | 88 +-
src/relay/backend/graph_plan_memory.cc | 351 +-
src/relay/backend/liveness_analysis.cc | 232 ++
src/relay/backend/liveness_analysis.h | 270 ++
src/relay/backend/task_extraction.cc | 33 +-
src/relay/backend/te_compiler.cc | 110 +-
src/relay/backend/te_compiler.h | 4 +-
src/relay/backend/te_compiler_cache.cc | 154 +-
src/relay/backend/te_compiler_cache.h | 22 +-
src/relay/backend/utils.cc | 88 +-
src/relay/backend/utils.h | 67 +-
src/relay/backend/vm/compiler.cc | 42 +-
src/relay/backend/vm/manifest_lifetimes.cc | 390 +-
src/relay/collage/README.md | 26 +
src/relay/collage/candidate_function_cache.cc | 49 +
src/relay/collage/candidate_function_cache.h | 79 +
src/relay/collage/candidate_partition.cc | 357 ++
src/relay/collage/candidate_partition.h | 190 +
src/relay/collage/candidate_partition_index.cc | 148 +
src/relay/collage/candidate_partition_index.h | 102 +
src/relay/collage/candidate_set.cc | 76 +
src/relay/collage/candidate_set.h | 99 +
src/relay/collage/collage_partitioner.cc | 352 ++
src/relay/collage/collage_partitioner.h | 50 +
src/relay/collage/combiner_rule.cc | 395 ++
src/relay/collage/combiner_rule.h | 229 ++
src/relay/collage/cost.cc | 45 +
src/relay/collage/cost.h | 108 +
src/relay/collage/cost_estimator.cc | 59 +
src/relay/collage/cost_estimator.h | 71 +
src/relay/collage/dataflow_graph.cc | 48 +
src/relay/collage/dataflow_graph.h | 77 +
src/relay/collage/gather_partition_specs.cc | 214 +
src/relay/collage/gather_partition_specs.h | 71 +
src/relay/collage/index_set.cc | 231 ++
src/relay/collage/index_set.h | 128 +
src/relay/collage/mock_cost_estimator.cc | 121 +
src/relay/collage/mock_cost_estimator.h | 84 +
src/relay/collage/name_supply.cc | 90 +
src/relay/collage/name_supply.h | 58 +
src/relay/collage/partition_rule.cc | 426 ++
src/relay/collage/partition_rule.h | 487 +++
src/relay/collage/partition_spec.cc | 87 +
src/relay/collage/partition_spec.h | 120 +
src/relay/collage/priority_queue.h | 72 +
src/relay/collage/prune_candidates.cc | 218 +
src/relay/collage/prune_candidates.h | 72 +
src/relay/collage/sub_graph.cc | 1030 +++++
src/relay/collage/sub_graph.h | 452 +++
src/relay/collage/utils.cc | 139 +
src/relay/collage/utils.h | 86 +
src/relay/ir/dataflow_matcher.cc | 12 +-
src/relay/ir/expr.cc | 2 +-
src/relay/ir/function.cc | 8 +
src/relay/ir/indexed_graph.cc | 2 +-
src/relay/ir/transform.cc | 2 +-
src/relay/op/algorithm/topk.cc | 37 +
src/relay/op/make_op.h | 5 +
src/relay/op/nn/bitserial.cc | 9 +-
src/relay/op/nn/convolution.cc | 111 +-
src/relay/op/nn/correlation.cc | 3 +-
src/relay/op/nn/nn.cc | 169 +-
src/relay/op/nn/nn.h | 54 +-
src/relay/op/nn/pooling.cc | 20 +-
src/relay/op/nn/sparse.cc | 15 +-
src/relay/op/random/kernel.cc | 46 +
src/relay/op/tensor/reduce.cc | 2 +-
src/relay/op/tensor/transform.cc | 206 +-
src/relay/op/vision/yolo.cc | 2 +-
src/relay/qnn/op/add.cc | 4 +-
src/relay/qnn/op/batch_matmul.cc | 20 +-
src/relay/qnn/op/convolution.cc | 4 +-
src/relay/qnn/op/leaky_relu.cc | 91 +-
src/relay/qnn/op/mul.cc | 2 +-
src/relay/qnn/op/quantize.cc | 5 +-
src/relay/qnn/op/requantize.cc | 10 +-
src/relay/qnn/op/subtract.cc | 2 +-
src/relay/qnn/op/unary_elementwise_op.cc | 7 +
src/relay/qnn/utils.cc | 6 +-
src/relay/qnn/utils.h | 4 +
src/relay/quantize/calibrate.cc | 2 +-
src/relay/quantize/realize.cc | 6 +-
src/relay/transforms/annotate_texture_storage.cc | 629 +++
.../transforms/auto_scheduler_layout_rewrite.cc | 3 +-
.../transforms/capture_postdfsindex_in_spans.cc | 134 +
src/relay/transforms/combine_parallel_conv2d.cc | 4 +-
src/relay/transforms/combine_parallel_dense.cc | 4 +-
src/relay/transforms/compiler_function_utils.cc | 225 +-
src/relay/transforms/compiler_function_utils.h | 65 +-
src/relay/transforms/convert_sparse_conv2d.cc | 2 +-
src/relay/transforms/convert_sparse_dense.cc | 8 +-
src/relay/transforms/dead_code.cc | 2 +-
src/relay/transforms/device_aware_visitors.cc | 35 +
src/relay/transforms/device_aware_visitors.h | 8 +
src/relay/transforms/device_domains.cc | 11 +-
src/relay/transforms/device_planner.cc | 73 +-
.../transforms/fake_quantization_to_integer.cc | 2 +-
src/relay/transforms/fold_explicit_padding.cc | 14 +-
src/relay/transforms/fold_scale_axis.cc | 10 +-
src/relay/transforms/fuse_ops.cc | 5 +-
src/relay/transforms/let_list.h | 2 +-
.../transforms/meta_schedule_layout_rewrite.cc | 174 +
.../transforms/meta_schedule_layout_rewrite.h | 38 +
src/relay/transforms/partial_eval.cc | 2 +-
src/relay/transforms/partition_graph.cc | 7 +-
src/relay/transforms/pattern_utils.h | 84 +-
src/relay/transforms/remove_standalone_reshapes.cc | 120 +
src/relay/transforms/simplify_expr.cc | 81 +-
src/relay/transforms/target_hooks.cc | 7 +-
src/relay/transforms/to_cps.cc | 2 +-
src/relay/transforms/transform_layout.h | 82 +-
src/relay/transforms/type_infer.cc | 4 +-
src/runtime/aot_executor/aot_executor.cc | 30 +-
src/runtime/builtin_fp16.cc | 3 +
src/runtime/c_runtime_api.cc | 2 +-
src/runtime/const_loader_module.cc | 24 +-
src/runtime/container.cc | 4 -
src/runtime/contrib/clml/clml_runtime.cc | 161 +-
src/runtime/contrib/curand/curand.cc | 26 +-
src/runtime/contrib/dnnl/dnnl.cc | 51 +-
src/runtime/contrib/dnnl/dnnl_json_runtime.cc | 159 +-
src/runtime/contrib/dnnl/dnnl_tensor_requisite.h | 25 +
src/runtime/contrib/edgetpu/edgetpu_runtime.cc | 2 +-
src/runtime/contrib/ethosn/ethosn_device.cc | 67 +-
src/runtime/contrib/ethosn/ethosn_device.h | 11 +-
src/runtime/contrib/ethosn/ethosn_runtime.cc | 22 +-
src/runtime/contrib/ethosn/ethosn_runtime.h | 7 +-
src/runtime/contrib/json/json_runtime.h | 2 +
src/runtime/contrib/tensorrt/tensorrt_builder.cc | 27 +-
src/runtime/contrib/tensorrt/tensorrt_builder.h | 10 +-
src/runtime/contrib/tensorrt/tensorrt_ops.cc | 4 +-
src/runtime/contrib/tensorrt/tensorrt_runtime.cc | 14 +-
src/runtime/contrib/tflite/tflite_runtime.cc | 2 +-
src/runtime/crt/aot_executor/aot_executor.c | 24 +-
src/runtime/crt/common/crt_runtime_api.c | 69 +-
src/runtime/crt/graph_executor/load_json.c | 2 +-
src/runtime/crt/memory/page_allocator.c | 2 +-
src/runtime/crt/microtvm_rpc_server/rpc_server.cc | 2 -
src/runtime/file_utils.cc | 22 +-
src/runtime/file_utils.h | 8 +
.../graph_executor/debug/graph_executor_debug.cc | 187 +-
src/runtime/graph_executor/graph_executor.cc | 66 +-
src/runtime/graph_executor/graph_executor.h | 14 +-
src/runtime/hexagon/hexagon_buffer.cc | 17 +-
src/runtime/hexagon/hexagon_device_api.cc | 50 +-
src/runtime/hexagon/hexagon_module.cc | 5 +-
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/qhl/qhl_wrapper.cc | 89 +
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/metadata.cc | 15 +-
src/runtime/metal/metal_common.h | 4 +-
src/runtime/opencl/opencl_common.h | 31 +-
src/runtime/opencl/opencl_device_api.cc | 33 +-
src/runtime/profiling.cc | 45 +-
src/runtime/rpc/rpc_event_impl.cc | 2 +-
src/runtime/rpc/rpc_module.cc | 31 +-
src/runtime/rpc/rpc_pipe_impl.cc | 5 +-
src/runtime/rpc/rpc_socket_impl.cc | 8 +-
src/runtime/thread_pool.cc | 17 +-
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/runtime/vm/vm.cc | 8 +-
src/script/ir_builder/base.cc | 115 +
src/script/ir_builder/ir/frame.cc | 45 +
src/script/ir_builder/ir/ir.cc | 40 +
src/script/ir_builder/tir/frame.cc | 83 +
src/script/ir_builder/tir/ir.cc | 67 +
src/script/ir_builder/tir/utils.h | 77 +
src/script/printer.cc | 54 +
src/script/printer/base_doc_printer.cc | 346 ++
src/script/printer/base_doc_printer.h | 290 ++
src/script/printer/doc.cc | 366 ++
src/script/printer/frame.cc | 50 +
src/script/printer/ir_docsifier.cc | 108 +
src/script/printer/python_doc_printer.cc | 649 +++
src/script/printer/traced_object_functor.cc | 85 +
src/script/printer/var_table.cc | 108 +
src/support/generic_arena.h | 2 +-
src/support/libinfo.cc | 1 +
src/support/scalars.cc | 4 -
src/support/scalars.h | 4 +
src/target/build_common.h | 2 +-
src/target/compilation_config.cc | 61 +-
src/target/llvm/codegen_amdgpu.cc | 76 +-
src/target/llvm/codegen_arm.cc | 22 +-
src/target/llvm/codegen_blob.cc | 48 +-
src/target/llvm/codegen_blob.h | 15 +-
src/target/llvm/codegen_cpu.cc | 289 +-
src/target/llvm/codegen_cpu.h | 37 +-
src/target/llvm/codegen_hexagon.cc | 325 +-
src/target/llvm/codegen_llvm.cc | 245 +-
src/target/llvm/codegen_llvm.h | 77 +-
src/target/llvm/codegen_nvptx.cc | 83 +-
src/target/llvm/codegen_params.cc | 8 +-
src/target/llvm/codegen_params.h | 7 +-
src/target/llvm/codegen_x86_64.cc | 28 +-
src/target/llvm/intrin_rule_hexagon.cc | 172 +-
src/target/llvm/intrin_rule_llvm.cc | 1 +
src/target/llvm/intrin_rule_llvm.h | 5 +-
src/target/llvm/llvm_common.cc | 201 -
src/target/llvm/llvm_common.h | 140 -
src/target/llvm/llvm_instance.cc | 767 ++++
src/target/llvm/llvm_instance.h | 384 ++
src/target/llvm/llvm_module.cc | 710 ++--
src/target/llvm/llvm_module.h | 8 +-
src/target/metadata.cc | 6 +
src/target/metadata.h | 103 +-
src/target/metadata_module.cc | 25 +-
src/target/metadata_utils.h | 7 +-
src/target/parsers/cpu.cc | 41 +
src/target/parsers/cpu.h | 42 +
src/target/parsers/mprofile.cc | 133 +
src/target/parsers/mprofile.h | 43 +
src/target/source/codegen_c.cc | 58 +-
src/target/source/codegen_c.h | 1 +
src/target/source/codegen_c_host.cc | 15 +-
src/target/source/codegen_cuda.cc | 41 +-
src/target/source/codegen_metal.cc | 10 +-
src/target/source/codegen_opencl.cc | 4 +-
src/target/source/codegen_params.cc | 43 +-
src/target/source/codegen_params.h | 4 +-
src/target/source/codegen_source_base.cc | 28 +-
src/target/source/codegen_source_base.h | 11 +-
src/target/source/codegen_vhls.cc | 2 +-
src/target/source/interface_c.cc | 52 +-
src/target/source/ptx.cc | 12 +-
src/target/source/source_module.cc | 104 +-
src/target/spirv/build_vulkan.cc | 5 +-
src/target/spirv/spirv_support.cc | 18 +-
src/target/tag.cc | 16 +
src/target/target.cc | 311 +-
src/target/target_kind.cc | 136 +-
src/target/virtual_device.cc | 3 +
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 | 45 +-
src/te/operation/create_primfunc.h | 8 +
src/te/operation/cross_thread_reduction.cc | 2 +-
src/te/operation/op_utils.cc | 52 +-
src/te/operation/op_utils.h | 12 +-
src/te/operation/tensor_compute_op.cc | 13 +-
src/te/operation/tensorize.cc | 29 +-
src/te/schedule/bound.cc | 7 +-
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/calculate_workspace.cc | 55 +-
src/tir/analysis/deep_equal.cc | 13 +-
src/tir/analysis/estimate_flops.cc | 7 +
src/tir/analysis/oob_checker.cc | 130 +
src/tir/analysis/verify_gpu_code.cc | 17 +
src/tir/analysis/verify_well_formed.cc | 137 +
src/tir/contrib/ethosu/passes.cc | 791 +++-
src/tir/ir/buffer.cc | 35 +-
src/tir/ir/buffer_common.h | 16 +-
src/tir/ir/expr.cc | 26 +-
src/tir/ir/function.cc | 8 +-
src/tir/ir/index_map.cc | 9 +-
src/tir/ir/script/script_complete.cc | 5 +-
src/tir/ir/script/script_complete.h | 37 +
src/tir/ir/specialize.cc | 1 +
src/tir/ir/stmt.cc | 40 +-
src/tir/ir/stmt_functor.cc | 27 +-
src/tir/op/builtin.cc | 8 +
src/tir/op/op.cc | 65 +-
src/tir/schedule/analysis.h | 37 +-
src/tir/schedule/analysis/analysis.cc | 168 +-
src/tir/schedule/block_scope.cc | 2 +-
src/tir/schedule/concrete_schedule.cc | 75 +-
src/tir/schedule/concrete_schedule.h | 27 +-
src/tir/schedule/error.cc | 4 +-
src/tir/schedule/error.h | 32 +-
src/tir/schedule/instruction_traits.h | 24 +
src/tir/schedule/ir_comparator.cc | 11 +-
src/tir/schedule/primitive.h | 31 +-
src/tir/schedule/primitive/block_annotate.cc | 15 +-
src/tir/schedule/primitive/blockize_tensorize.cc | 855 ++--
src/tir/schedule/primitive/cache_read_write.cc | 90 +-
src/tir/schedule/primitive/compute_at.cc | 81 +-
src/tir/schedule/primitive/compute_inline.cc | 139 +-
src/tir/schedule/primitive/decompose_padding.cc | 574 +++
src/tir/schedule/primitive/for_kind.cc | 4 +-
src/tir/schedule/primitive/get_block_loop.cc | 6 +-
.../schedule/primitive/layout_transformation.cc | 33 +-
src/tir/schedule/primitive/loop_transformation.cc | 14 +-
src/tir/schedule/primitive/reduction.cc | 51 +-
src/tir/schedule/primitive/sampling.cc | 8 +-
src/tir/schedule/schedule.cc | 7 +
src/tir/schedule/state.cc | 29 +-
src/tir/schedule/trace.cc | 23 +-
src/tir/schedule/traced_schedule.cc | 60 +-
src/tir/schedule/traced_schedule.h | 15 +-
src/tir/schedule/transform.cc | 60 +-
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 | 80 +-
src/tir/transforms/convert_blocks_to_opaque.cc | 39 +-
src/tir/transforms/coproc_sync.cc | 34 +-
src/tir/transforms/extract_constants.cc | 6 +-
src/tir/transforms/flatten_buffer.cc | 226 +-
src/tir/transforms/hoist_expression.cc | 608 +++
src/tir/transforms/hoist_if_then_else.cc | 438 --
src/tir/transforms/inject_double_buffer.cc | 4 +-
src/tir/transforms/inject_ptx_async_copy.cc | 8 +-
src/tir/transforms/inject_software_pipeline.cc | 449 +-
src/tir/transforms/inject_virtual_thread.cc | 30 +-
src/tir/transforms/ir_utils.cc | 16 +
src/tir/transforms/ir_utils.h | 17 +-
src/tir/transforms/loop_partition.cc | 126 +-
src/tir/transforms/lower_cross_thread_reduction.cc | 15 +-
src/tir/transforms/lower_opaque_block.cc | 210 +
src/tir/transforms/lower_thread_allreduce.cc | 22 +-
src/tir/transforms/lower_warp_memory.cc | 13 +-
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src/tir/transforms/narrow_datatype.cc | 58 +-
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src/tir/transforms/tensorcore_infer_fragment.cc | 15 +-
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src/tir/transforms/unify_thread_binding.cc | 9 +-
src/tir/usmp/algo/greedy.cc | 18 +-
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src/tir/usmp/analysis/extract_buffer_info.cc | 134 +-
src/tir/usmp/transform/assign_pool_info.cc | 89 +-
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src/tir/usmp/unified_static_memory_planner.cc | 33 +-
src/tir/usmp/utils.cc | 28 +-
.../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 | 62 +
tests/cpp-runtime/opencl/run_gtests.cc | 2 +-
tests/cpp/aot_metadata_test.cc | 92 +-
tests/cpp/build_module_test.cc | 7 +-
tests/cpp/c_codegen_test.cc | 16 +-
tests/cpp/container_test.cc | 14 +-
tests/cpp/ir_functor_test.cc | 6 +-
tests/cpp/llvm_codegen_test.cc | 62 +
tests/cpp/name_supply_test.cc | 129 +
.../backend/contrib/cmsisnn/buffer_size_test.cc | 37 +-
.../backend/contrib/cmsisnn/compiler_attrs_test.cc | 114 +-
.../cpp/relay/collage/candidate_partition_test.cc | 221 +
tests/cpp/relay/collage/partition_rule_test.cc | 715 ++++
tests/cpp/relay_build_module_test.cc | 4 +-
tests/cpp/runtime_test.cc | 4 +-
tests/cpp/target/compilation_config_test.cc | 52 +-
tests/cpp/target/parsers/mprofile_test.cc | 219 +
tests/cpp/target/source/interface_c_test.cc | 61 +-
tests/cpp/target/virtual_device_test.cc | 4 +
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tests/cpp/traced_object_test.cc | 268 ++
tests/cpp/tvmscript_printer_irdocsifier_test.cc | 112 +
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tests/cpp/tvmscript_printer_var_table_test.cc | 158 +
tests/lint/check_file_type.py | 11 +-
tests/lint/check_request_hook.py | 92 +
tests/lint/docker-format.sh | 6 +-
tests/lint/pylint.sh | 31 +
tests/lint/pylintrc | 27 +-
tests/micro/.gitignore | 2 +
tests/micro/arduino/conftest.py | 45 +-
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tests/micro/arduino/test_arduino_rpc_server.py | 29 +-
tests/micro/arduino/test_arduino_workflow.py | 24 +-
tests/micro/arduino/test_utils.py | 24 +-
tests/micro/common/conftest.py | 34 +-
tests/micro/common/test_autotune.py | 95 +
tests/micro/common/test_tvmc.py | 71 +-
tests/micro/testdata/kws/yes_no.tflite | Bin 18712 -> 0 bytes
tests/micro/zephyr/conftest.py | 69 +-
tests/micro/zephyr/test_zephyr.py | 107 +-
tests/micro/zephyr/test_zephyr_aot_exec.py | 25 +-
.../zephyr/test_zephyr_aot_exec_standalone.py | 28 +-
tests/micro/zephyr/test_zephyr_armv7m.py | 20 +-
tests/python/ci/__init__.py | 17 +
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tests/python/ci/sample_prs/pr11442-rerun-ci.json | 183 -
tests/python/ci/test_ci.py | 1176 ++++--
tests/python/ci/test_mergebot.py | 199 -
tests/python/ci/test_script_converter.py | 22 +-
tests/python/ci/test_tvmbot.py | 280 ++
tests/python/ci/test_utils.py | 54 +-
.../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 +-
.../python/contrib/test_cmsisnn/test_binary_ops.py | 16 +-
tests/python/contrib/test_cmsisnn/test_conv2d.py | 431 +-
.../contrib/test_cmsisnn/test_fully_connected.py | 12 +-
.../python/contrib/test_cmsisnn/test_fuse_pads.py | 340 ++
tests/python/contrib/test_cmsisnn/test_pooling.py | 18 +-
.../contrib/test_cmsisnn/test_remove_reshapes.py | 169 +
tests/python/contrib/test_cmsisnn/test_softmax.py | 12 +-
tests/python/contrib/test_cmsisnn/utils.py | 87 +-
tests/python/contrib/test_dlpack.py | 10 +-
tests/python/contrib/test_dnnl.py | 341 +-
tests/python/contrib/test_ethosn/infrastructure.py | 109 +-
tests/python/contrib/test_ethosn/test_addition.py | 214 +-
.../python/contrib/test_ethosn/test_concatenate.py | 53 +-
.../test_ethosn/test_constant_duplication.py | 10 +-
tests/python/contrib/test_ethosn/test_conv2d.py | 427 +-
.../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 | 202 +-
.../python/contrib/test_ethosn/test_leaky_relu.py | 2 +
tests/python/contrib/test_ethosn/test_mean.py | 20 +-
tests/python/contrib/test_ethosn/test_multiply.py | 196 +
tests/python/contrib/test_ethosn/test_networks.py | 114 +-
.../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 | 71 +-
tests/python/contrib/test_ethosn/test_tanh.py | 4 +
.../python/contrib/test_ethosn/test_topologies.py | 179 +-
.../cascader/test_calculate_memory_pressure.py | 186 +
.../test_ethosu/cascader/test_integration.py | 10 +-
.../test_ethosu/cascader/test_memory_reduction.py | 189 +-
tests/python/contrib/test_ethosu/infra.py | 19 +-
tests/python/contrib/test_ethosu/test_codegen.py | 23 +-
.../test_ethosu/test_copy_compute_reordering.py | 358 +-
.../contrib/test_ethosu/test_encode_constants.py | 266 +-
.../contrib/test_ethosu/test_hoist_allocates.py | 75 +-
tests/python/contrib/test_ethosu/test_legalize.py | 55 +
.../contrib/test_ethosu/test_merge_constants.py | 609 +++
tests/python/contrib/test_ethosu/test_networks.py | 92 +-
tests/python/contrib/test_ethosu/test_partition.py | 65 +
.../test_ethosu/test_remove_concatenates.py | 6 +-
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tests/python/contrib/test_ethosu/test_scheduler.py | 32 +-
.../test_ethosu/test_tir_to_cs_translator.py | 99 +-
tests/python/contrib/test_ethosu/test_vela_api.py | 18 +-
.../python/contrib/test_hexagon/benchmark_util.py | 113 +-
tests/python/contrib/test_hexagon/conftest.py | 8 +-
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tests/python/contrib/test_hexagon/pytest_util.py | 176 +
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tests/python/contrib/test_hexagon/test_autotvm.py | 38 +-
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.../contrib/test_hexagon/test_cache_read_write.py | 100 +-
.../test_hexagon/test_fixed_point_conversion.py | 64 +
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tests/python/contrib/test_hexagon/test_launcher.py | 161 +-
.../contrib/test_hexagon/test_maxpool2d_blocked.py | 86 +-
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tests/python/contrib/test_hexagon/test_models.py | 15 +-
.../contrib/test_hexagon/test_run_unit_tests.py | 16 +-
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tests/python/contrib/test_hexagon/test_usmp.py | 22 +-
.../topi/test_add_subtract_multiply.py | 228 +-
.../contrib/test_hexagon/topi/test_argmax_slice.py | 119 +
.../test_hexagon/topi/test_avg_pool2d_slice.py | 270 +-
.../contrib/test_hexagon/topi/test_batch_matmul.py | 1 -
.../contrib/test_hexagon/topi/test_cast_slice.py | 201 +
.../python/contrib/test_hexagon/topi/test_clip.py | 127 +
.../contrib/test_hexagon/topi/test_conv2d_nchw.py | 2 -
.../contrib/test_hexagon/topi/test_conv2d_nhwc.py | 2 -
.../contrib/test_hexagon/topi/test_conv2d_slice.py | 339 ++
.../test_hexagon/topi/test_conv2d_transpose.py | 4 +
.../python/contrib/test_hexagon/topi/test_dense.py | 1 -
.../test_hexagon/topi/test_depthwise_conv2d.py | 4 +-
.../test_hexagon/topi/test_dequantize_slice.py | 121 +
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.../test_hexagon/topi/test_max_pool2d_slice.py | 386 ++
tests/python/contrib/test_hexagon/topi/test_pad.py | 57 +
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.../contrib/test_hexagon/topi/test_reduce.py | 4 -
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.../test_hexagon/topi/test_softmax_slice.py | 134 +
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tests/python/contrib/test_libtorch_ops.py | 2 +
tests/python/contrib/test_onnx.py | 1 +
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tests/python/contrib/test_tensorrt.py | 172 +-
tests/python/contrib/test_tensorrt_int8_exp.py | 25 +-
tests/python/contrib/test_uma/test_partition.py | 97 +
tests/python/contrib/test_uma/test_target.py | 85 +
.../test_uma/test_uma_lowering_with_umalower.py | 121 +
tests/python/contrib/test_uma/test_uma_pipeline.py | 218 +
tests/python/contrib/test_uma/test_uma_utils.py | 87 +
.../test_uma/test_uma_vanilla_accelerator.py | 57 +
tests/python/driver/tvmc/conftest.py | 55 +
tests/python/driver/tvmc/test_autotuner.py | 9 +
tests/python/driver/tvmc/test_command_line.py | 22 +
tests/python/driver/tvmc/test_compiler.py | 25 +-
tests/python/driver/tvmc/test_frontends.py | 36 +-
tests/python/driver/tvmc/test_model.py | 8 +-
tests/python/driver/tvmc/test_pass_config.py | 4 +-
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/driver/tvmc/test_workspace_pools.py | 420 ++
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 | 1511 ++++---
tests/python/frontend/pytorch/qnn_test.py | 17 +-
tests/python/frontend/pytorch/test_forward.py | 910 ++++-
tests/python/frontend/pytorch/test_rnns.py | 79 +
tests/python/frontend/tensorflow/test_forward.py | 443 +-
.../frontend/tensorflow2/test_functional_models.py | 60 +
tests/python/frontend/tflite/test_forward.py | 606 ++-
tests/python/integration/__init__.py | 17 +
tests/python/integration/test_arm_mprofile_dsp.py | 10 +-
tests/python/integration/test_dot.py | 43 +-
tests/python/integration/test_ewise.py | 278 +-
tests/python/integration/test_ewise_fpga.py | 75 +-
tests/python/integration/test_gemm.py | 115 +-
tests/python/integration/test_lower.py | 360 +-
.../test_meta_schedule_auto_tensorize.py | 184 +-
tests/python/integration/test_reduce.py | 585 +--
tests/python/integration/test_scan.py | 59 +-
tests/python/integration/test_tuning.py | 194 +-
tests/python/integration/test_winograd_nnpack.py | 67 +-
tests/python/relay/aot/corstone300.mk | 24 +-
tests/python/relay/aot/test_cpp_aot.py | 22 +-
tests/python/relay/aot/test_crt_aot.py | 38 +-
tests/python/relay/aot/test_crt_aot_usmp.py | 339 +-
tests/python/relay/backend/test_pass_lower_te.py | 10 +-
.../test_pass_remove_standalone_reshapes.py | 260 ++
.../relay/collage/demo_collage_partitioner.py | 401 ++
tests/python/relay/collage/menangerie.py | 4288 ++++++++++++++++++++
tests/python/relay/collage/test_sub_graph.py | 387 ++
tests/python/relay/dyn/test_dynamic_op_level5.py | 4 +-
.../opencl_texture/test_conv2d_nchw_texture.py | 1031 +++++
.../opencl_texture/test_conv2d_nhwc_texture.py | 583 +++
.../test_depthwise_conv2d_nchw_texture.py | 188 +
.../test_depthwise_conv2d_nhwc_texture.py | 225 +
.../relay/opencl_texture/utils/adreno_utils.py | 149 +
.../relay/strategy/arm_cpu/test_dense_dsp.py | 40 +-
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tests/python/relay/test_backend_graph_executor.py | 95 +
tests/python/relay/test_build_module.py | 42 +-
tests/python/relay/test_conv2d_nchw_texture.py | 437 --
tests/python/relay/test_conv2d_nhwc_texture.py | 599 ---
tests/python/relay/test_cpp_build_module.py | 4 +-
.../relay/test_depthwise_conv2d_nchw_texture.py | 194 -
.../relay/test_depthwise_conv2d_nhwc_texture.py | 233 --
tests/python/relay/test_executor.py | 6 +-
tests/python/relay/test_external_codegen.py | 40 +-
tests/python/relay/test_name_supply.py | 72 +
tests/python/relay/test_op_level1.py | 88 +-
tests/python/relay/test_op_level10.py | 34 +
tests/python/relay/test_op_level2.py | 140 +-
tests/python/relay/test_op_level3.py | 65 +-
tests/python/relay/test_op_level4.py | 2 +-
tests/python/relay/test_op_qnn_batch_matmul.py | 64 +-
tests/python/relay/test_op_qnn_leaky_relu.py | 30 +-
.../python/relay/test_op_qnn_unary_elementwise.py | 9 +
tests/python/relay/test_pass_alter_op_layout.py | 12 +
tests/python/relay/test_pass_annotate_target.py | 2 +-
tests/python/relay/test_pass_collage_partition.py | 683 ++++
tests/python/relay/test_pass_convert_op_layout.py | 258 +-
.../test_pass_fake_quantization_to_integer.py | 76 +-
tests/python/relay/test_pass_fuse_ops.py | 2 +-
tests/python/relay/test_pass_partition_graph.py | 84 +-
tests/python/relay/test_pass_plan_devices.py | 132 +-
tests/python/relay/test_pass_simplify_expr.py | 67 +
tests/python/relay/test_type_infer.py | 38 +
tests/python/relay/test_used_memory_annotator.py | 434 ++
tests/python/relay/test_vm.py | 80 +
.../test_capture_postdfsindex_in_spans.py | 91 +
.../transform/test_compiler_function_utils.py | 76 +-
tests/python/relay/utils/adreno_utils.py | 119 -
tests/python/relay/utils/external_codegen.py | 2 +-
tests/python/topi/python/test_topi_batch_norm.py | 1 +
tests/python/topi/python/test_topi_conv2d_nhwc.py | 31 +-
tests/python/topi/python/test_topi_image.py | 5 +-
tests/python/topi/python/test_topi_prng.py | 92 +-
tests/python/topi/python/test_topi_softmax.py | 2 +-
tests/python/topi/python/test_topi_transform.py | 44 +-
tests/python/topi/python/test_topi_upsampling.py | 41 +
.../unittest/test_aot_legalize_packed_call.py | 12 +-
.../unittest/test_arith_canonical_simplify.py | 2 +-
.../python/unittest/test_arith_const_int_bound.py | 29 +-
.../unittest/test_arith_detect_clip_bound.py | 6 +
tests/python/unittest/test_arith_domain_touched.py | 63 +-
tests/python/unittest/test_arith_intset.py | 359 +-
.../python/unittest/test_arith_iter_affine_map.py | 76 +-
tests/python/unittest/test_arith_modular_set.py | 32 +-
.../python/unittest/test_arith_rewrite_simplify.py | 2 +
tests/python/unittest/test_autotvm_record.py | 92 +-
.../unittest/test_container_structural_equal.py | 155 +
tests/python/unittest/test_crt.py | 87 +-
tests/python/unittest/test_custom_datatypes.py | 10 +-
tests/python/unittest/test_index_map.py | 20 +-
tests/python/unittest/test_link_params.py | 61 +-
.../python/unittest/test_meta_schedule_database.py | 37 +
.../unittest/test_meta_schedule_integration.py | 45 +-
.../unittest/test_meta_schedule_multi_anchor.py | 8 +-
.../test_meta_schedule_post_order_apply.py | 110 +-
..._schedule_postproc_rewrite_cooperative_fetch.py | 151 +-
.../test_meta_schedule_postproc_rewrite_layout.py | 91 +
...e_postproc_rewrite_parallel_vectorize_unroll.py | 6 -
...est_meta_schedule_postproc_rewrite_tensorize.py | 4 +-
.../test_meta_schedule_postproc_verify_gpu_code.py | 462 ++-
.../test_meta_schedule_relay_tir_compute.py | 32 +-
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...chedule_schedule_rule_cross_thread_reduction.py | 16 +-
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...hedule_schedule_rule_random_compute_location.py | 2 +-
.../unittest/test_meta_schedule_space_cpu.py | 2618 ++++++++++++
.../unittest/test_meta_schedule_space_cuda.py | 1490 +++++++
.../unittest/test_meta_schedule_task_scheduler.py | 1 +
.../unittest/test_meta_schedule_tune_relay.py | 112 +-
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tests/python/unittest/test_object_path.py | 149 +
tests/python/unittest/test_roofline.py | 121 +
tests/python/unittest/test_runtime_graph_debug.py | 20 +
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.../python/unittest/test_subwarp_reduction_cuda.py | 40 +-
tests/python/unittest/test_target_codegen_cuda.py | 7 +-
tests/python/unittest/test_target_codegen_llvm.py | 21 +-
.../python/unittest/test_target_codegen_vulkan.py | 3 +
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tests/python/unittest/test_target_target.py | 18 +-
tests/python/unittest/test_te_create_primfunc.py | 2 +-
.../test_tir_analysis_calculate_workspace.py | 49 +-
.../test_tir_analysis_detect_buffer_access_lca.py | 2 +-
.../test_tir_analysis_estimate_tir_flops.py | 16 +-
.../test_tir_analysis_get_block_access_region.py | 2 -
tests/python/unittest/test_tir_analysis_oob.py | 78 +
.../unittest/test_tir_analysis_verify_gpu_code.py | 37 +-
.../test_tir_analysis_verify_well_formed.py | 57 +
tests/python/unittest/test_tir_base.py | 12 +
tests/python/unittest/test_tir_buffer.py | 1 +
tests/python/unittest/test_tir_imm_values.py | 577 +++
tests/python/unittest/test_tir_intrin.py | 16 +-
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 | 42 +-
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tests/python/unittest/test_tir_schedule_reorder.py | 30 +-
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tests/python/unittest/test_tir_usmp_algo.py | 147 +-
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tests/python/unittest/test_tir_usmp_utils.py | 66 +-
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tests/python/unittest/test_tvmscript_complete.py | 18 +-
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tests/python/unittest/test_tvmscript_ops.py | 15 +
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.../test_tvmscript_printer_python_doc_printer.py | 1405 +++++++
.../unittest/test_tvmscript_printer_underlining.py | 361 ++
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tests/python/unittest/test_tvmscript_roundtrip.py | 188 +-
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tests/python/unittest/test_tvmscript_type.py | 6 +-
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tests/scripts/ci.py | 48 +-
tests/scripts/cmd_utils.py | 64 -
tests/scripts/git_change_docker.sh | 37 -
tests/scripts/git_skip_ci.py | 57 -
tests/scripts/git_skip_ci_globs.py | 76 -
tests/scripts/git_utils.py | 154 -
tests/scripts/github_cc_reviewers.py | 110 -
tests/scripts/github_docs_comment.py | 85 -
tests/scripts/github_tag_teams.py | 263 --
tests/scripts/github_tvmbot.py | 622 ---
tests/scripts/release/.gitignore | 5 +
tests/scripts/release/README.md | 43 +
tests/scripts/release/gather_prs.py | 216 +
tests/scripts/release/list_rfcs.py | 75 +
tests/scripts/release/make_notes.py | 133 +
tests/scripts/request_hook/request_hook.py | 65 +
tests/scripts/setup-pytest-env.sh | 37 +-
tests/scripts/should_run_slow_tests.py | 104 -
tests/scripts/task_build.py | 5 +
tests/scripts/task_config_build_arm.sh | 1 +
tests/scripts/task_config_build_cortexm.sh | 37 +
tests/scripts/task_config_build_cpu.sh | 12 +-
tests/scripts/task_config_build_gpu.sh | 3 +
tests/scripts/task_config_build_hexagon.sh | 1 +
tests/scripts/task_config_build_i386.sh | 1 +
tests/scripts/task_config_build_minimal.sh | 34 +
tests/scripts/task_config_build_qemu.sh | 34 -
tests/scripts/task_config_build_riscv.sh | 35 +
tests/scripts/task_cpp_unittest.sh | 39 +-
tests/scripts/task_demo_microtvm.sh | 2 +
tests/scripts/task_lint.sh | 6 +-
tests/scripts/task_mypy.sh | 3 +
tests/scripts/task_python_docs.sh | 5 +-
tests/scripts/task_python_frontend.sh | 2 +-
tests/scripts/task_python_hexagon.sh | 14 +-
tests/scripts/task_python_integration.sh | 12 +-
tests/scripts/task_python_integration_gpuonly.sh | 3 +-
tests/scripts/task_python_microtvm.sh | 22 +-
tests/scripts/task_riscv_microtvm.sh | 27 +
version.py | 4 +-
vta/python/vta/exec/rpc_server.py | 2 +-
vta/python/vta/top/graphpack.py | 2 +-
vta/python/vta/top/op.py | 2 +-
vta/tutorials/frontend/deploy_detection.py | 2 +-
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