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Posted to commits@tvm.apache.org by gi...@apache.org on 2022/08/17 21:05:06 UTC
[tvm] branch dependabot/pip/apps/microtvm/cmsisnn/pillow-9.0.1 updated (e17b0f4f82 -> 4008838b41)
This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a change to branch dependabot/pip/apps/microtvm/cmsisnn/pillow-9.0.1
in repository https://gitbox.apache.org/repos/asf/tvm.git
discard e17b0f4f82 Bump pillow from 8.3.2 to 9.0.1 in /apps/microtvm/cmsisnn
add 3823b39b8a [TIR] Utility function to decide loop mapping for auto tensorization (#11050)
add 8cf0c3e992 Fix While Node StructuralEqual and StructuralHash issue (#11073)
add 0b957802b0 [microNPU] Cascader performance model bugfixes (#10510)
add 970f868272 [TVMC] Add configuration json files to the Python package (#11063)
add 5b586605da Better version handling for Arduino (#11043)
add 58b7a5a268 [QNN] Support input scale and zp of 1-element vector in qnn.conv2d_transpose (#10952)
add 7612b22cf5 [Frontend][ONNX]support Pool2D layout is CHW (#11034)
add 8846f31312 Add FlattenAtrousConv pass into the default optimize pipeline. (#11077)
add 68beae90ea Add two possible missing visit of let stmt in lowering (#11079)
add 0070b6cc05 [TIR] Add TileWithTensorIntrin (#11075)
add 3527241048 [RPC] Don't use existence of USE_HEXAGON_SDK as enablement check (#11080)
add b952425b2d Restart popen pool. (#11074)
add a6ef5af158 [CI] Update GPU image for oneflow v0.7 (#11085)
add a52b575259 [OpenCL Textures] Fix memory management in texture pool (#10938)
add 97ae25cf83 [FQ2I] Add log op to FQ2I (#10924)
add ba4cc6c1f2 [TVMScript] Allow `val = buf[index]` without type annotation (#11060)
add 876e253227 [TIR] StmtFunctor RenewDefs (#10843)
add c07a46327c [microNPU] Integrate rolling buffers in Arm(R) Ethos(TM)-U (#10344)
add 60a9e23104 STM32: add as a new target (#9385)
add effc23df7c [Hexagon] AoT with LLVM Codegen on Hexagon (#11065)
add e0e788b765 [Hexagon] Delete offload runtime, move files to right places (#11090)
add 14246cd9bc [ci] Remove `Prepare` step (#11082)
add 86fec26ab2 [COMMUNITY] ashutosh-arm -> Reviewer (#11101)
add b93cc9f69e Prevent IRSbustitute to create new buffer when buffer var is unchanged (#11103)
add 83672c65c7 [Analysis] Exposed Analyzer::CanProveEqual to Python API (#11102)
add 8691cbed0b [CONTRIB] Add PopenWorker process recycling (#11094)
add 60e43e16a0 [Auto Scheduler]add task name during printing table info (#11098)
add bce57586bd Add oneflow fronted tutorials (#11036)
add 822d863770 [Hexagon] Add mobilenet test (#11104)
add d2db9cb0d8 [microNPU] Integrate the cascader (#10862)
add 24e5498021 [TVMC] compile/tune: Check if FILE exists (#10865)
add 101f9e4b11 [ETHOSN] Roll CI forward to Ethos(TM)-N release 21.11 (#11099)
add 57d57afb5c update for using new functions (#11100)
add d89234b47a [microTVM] Bump versions in reference vm (#11067)
add 6f27281220 [ci] Add local test re-run info (#11051)
add 1aee5e1728 Complete pytorch grid_sample (#10504)
add 4015916a06 convert full-width characters to half-width characters (#11112)
add 9c40f2eae4 [TIR] Enhance software pipeline validation and fix predicate of epilogue (#11106)
add dca94ec9d1 [Hexagon] Add test for registered schedules (#11016)
add 871d4ef679 [Hexagon] Clean up Hexagon device APIs (#11119)
add ce29f02f4c [USMP] Adding support for U4 usecase (#10785)
add 4330c21888 [Python] Populate setuptools description with README.md (#11078)
add 4dc47df369 allow constant value let binding in script (#11115)
add 68464841ea [Metaschedule] Auto tensorization for CPU / GPU dot product (#11088)
add 6f0e0f31d2 [onnx] Relax tolerance for qlinearleakyrelu test (#11042)
add 7bc90ef6f3 [ci] Switch to requiring `pr-head` for merges (#11081)
add f88e3d6daa [skip ci][ci][actions] Hardcode Python version to 3.7 for miniconda setup (#11136)
add c2803f6a06 [docs] Update publication list (#11137)
add c09a24dcdc [TVMScript] Support TVMScript template meta-programming over variables (#11097)
add 1147d74ce7 [CI][DOCKER] Install blocklint for identifying non-inclusive language (#11128)
add 141c8b8c4b [Frontend][ONNX] Update softmax calculation method when dimension > 2 (#11123)
add 3afb433eb8 [ci] Split hexagon into 2 steps (#11132)
add 94269a8952 fix incorrect pos ids generation in EmbedLayerNormalization (#11149)
add 9fd279b40a [Graph Debugger] Expose way to benchmark individual nodes. (#11000)
add 72e11baabb [CMSIS-NN] Moved TFLite model making to common area (#10939)
add 7710dfd557 [TIR] Get read/write access precisely for opaque access. (#11110)
add d8fa70b233 Bump cmake version for GPU build (#11156)
add efbd721618 [Hexagon] Add test for depthwise conv2d schedule (#11138)
add 70a41377fd fix apt install command text in check_arm_qemu() (#11153)
add cedb0ba35a [hexagon][benchmark] Add workload with [1,?] shape (#11163)
add 2160f731c8 Include BUILD_NUMBER in rebuilt docker image. (#11165)
add bc29367b04 Move WrapTimeEvaluator from RPC to profiling, NFC (#11172)
add ef79f6122b [Analysis] Readability/Deduplication in Analyzer CanProve/Simplify (#11130)
add d393cdfbe9 Update CUDA key to fix #11168. (#11170)
add 6b45f8dc4a Remove micro_dev (#11169)
add c6578834bc [Arith] Simplify the output of InverseAffineIterMap (#11167)
add 3414b3fae0 [MetaSchedule] Allow optional params to be None (#11188)
add e23a1b8d57 Make microtvm_template_projects available in tutorials. (#11164)
add 9ea4fa2450 [fix] vec * mat in matmul in onnx converter (#11174)
add f14070e8f9 [AOT] Return module list from AotExecutorFactory (#11191)
add b772d27273 Enable USE_CUSTOM_LOGGING for Hexagon Launcher (#11185)
add 552f06ed45 support round-trip for T.Ptr in tvmscript (#11179)
add 26cefab5df [TIR] Bind iter domain in analyzer in CreatePrimFunc (#11187)
add 17b687e400 [ONNX] Reshape op (#11047)
add 5ad70b7a8e [CI] Update GPU image to use newer CMake (#11194)
add b6b0bafdef [Relay] Create header file for realize.cc (#11093)
add 8eae317d28 Remove support for run-time linked-params from codegen (#11144)
add be90c656e8 [FIX] Avoid stack overflow in TargetHookVisitor with large modules (#11135)
add 9284d32e3a [TRT] Add check to support split op with TRT 5.1.5+ (#11154)
add 169f824d69 [TIR] Reduced duplication in op.h (#11129)
add 6e23e22b17 [TRT] Add check to use setBindingDimensions in TRT 6.0.1+ (#11178)
add b878dcf316 Run cpplint in quiet mode. (#10292)
add f00c8db5ce Fix make format (#11197)
add 91d351c1f7 [CI] Update GoogleTest (#11162)
add 5733d9754a [microNPU] Match requantize in min/max with activation pattern (#11010)
add 58a85b80ed [docker][RVM][microtvm] Refactor CMSIS installation to add to RVM (#11148)
add 0fb155c3c9 [Hexagon] Add support for on-device unit testing using gtest (#11145)
add 633fb54614 [Runtime][PipelineExecutor] Refactor PipelineExecutor.py and Add cross compile support for pipeline executor. (#11133)
add 530091acce [Hexagon][Runtime] Add QuRT thread pool backend (#11018)
add 5c204c6246 Remove device type dependency (#11198)
add eb3ce911d0 [Hexagon] Add schedule and test for conv2d_transpose_nchw (#11175)
add 90084ab8db [PROFILER] Theoretical roofline models (#11066)
add 184b3a9474 [FIX,AUTO_SCHEDULER] Handle manually unrolled loops in auto scheduler features (#11166)
add e1917f4943 [TIR] Fix an index out of bound issue of compact buffer region (#11201)
add 01e160616f [MetaSchedule] Logging Interface Unification (#11157)
add a0c61038b6 [COMMUNITY] Altan Haan -> Reviewers (#11205)
add f0854ae456 [COMMUNITY] Xiyou Zhou -> Committer (#11206)
add 3d0fc36ae4 [CI] Update GoogleTest in ci_wasm (#11207)
add 8de64cfba1 [Hexagon] Update launcher cmake flags for Android (#11213)
add 521b80af21 [Relay] Support 'external codegen targets'. (#11173)
add e1acd4b872 [Hexagon] Removes directory after stopping the server (#11212)
add bafa3e9c22 [Hexagon] Add AoT capability to Hexagon launcher (#11214)
add aa3bcd9d33 Implemented rpc logging (#10967)
add 5007033086 [TIR] Fix printing enum in TransformLayout::AsPython (#11211)
add eae836cdf6 Fix mixed precision output type to original type (#11142)
add ff7efe767a Revert "Implemented rpc logging (#10967)" (#11227)
add f9d9221739 [COMMUNITY] Nicola Lancellotti -> Reviewers (#11226)
add fb32997369 [CI] Update all Docker Images to 20220505-060045-500703308 (#11219)
add 98aa41e329 [Relay] Flexible shape dispatch transformation (#11199)
add 4622dfefd6 [CI] fix docker group exists with different GID (#11184)
add 31be30062b [TIR] Add schedule primitive SetAxisSeparator (#11225)
add 5393f6dc2d Update debugger.rst (#11231)
add bc7f45e765 [AOT] Enable A-Normal Form in the AOT executor (#11091)
add a3d75ae535 [Frontend][PyTorch] Add: Relay stft operator (#11190)
add 62d3a674d8 [LLVM] Fix a possible tbaa issue (#11181)
add c75eea775e fix two check typo in codegen (#11240)
add d04907919b [TIR] Fix reverse_compute_at for trivial region with trivial block var (#11234)
add e854c0a4d6 [CI] Identify non-inclusive language in commits (#11230)
add 731af42d1b [CMSIS-NN] Increase partitioning accuracy for pooling (#11229)
add 5ecb8c384a [ETHOSN] Minor corner case fixes (#11218)
add 588679ee83 [microNPU] Add support for conv2d running on two cores on U65 (#10251)
add 66cc14f69b [Hexagon] Add mobilenet test with AOT (#11204)
add 0d6403baa2 [Hexagon]Disable hexagon gtest (#11236)
add 29c6d93290 [tir] remove unused member variable (#11248)
add fb6eb38f31 [microNPU] Remove spurious prints and improve documentation (#11247)
add 3911b85ed7 [USMP] Change internal workspace section (#11246)
add 9e404f0957 [CMSIS-NN] Fix memory alignment bug in CMSIS-NN demo (#11221)
add d2a7f93beb [ROOFLINE] Calculate roofline from existing TIR PrimFunc (#11238)
add 24d6c3f3f0 [LLVM] Make sure all functions have target-related attributes set (#11222)
add 8d4f4dd73f [microTVM] Add support for host-driven AoT Executor (#11044)
add be2ae9433e [TENSORRT] Improvements and fixes for TensorRT (#11203)
add 0f6abea1ca [OpenCL] Change of OpenCL profiling logic (#11180)
add 0828076732 [ci][docker] Add Jinja2 to image (#11265)
add 025c3a3f69 [ci] Use r5.large nodes for builds and lint (#11258)
add 391b4d99ab [USMP] Fix assert condition for TVMBackendAllocWorkspace (#11270)
add cfb5674c25 [ETHOSN] Remove remaining support for the N77 variant (#11262)
add 3be5622c7e [ETHOSN] Adding support for Leaky ReLU (#11261)
add 2049185165 Fix running gtest on Hexagon hardware (#11257)
add f5d2d667f9 [ci] Add --docker-image option to ci.py (#11118)
add 02047e60f1 [ci] Bump i386 shards (#11271)
add bae8216c30 [COMMUNITY] mikepapadim -> Reviewer (#11276)
add 63b6b49f03 fix expand onnx conversion (#11278)
add 4eb6497adb [ARM][Strategy] Fix is_int8_hw_support check function (#11193)
add 775457ceff [ci][docker] Use sccache everywhere by default (#11267)
add 1a8c64bb91 [Hexagon] capture gtest output and return over FFI (#11239)
add 116ccef024 [Frontend] [Paddle] fix testing problem (#11259)
add 497f5f6223 Fix a case of linking to wrong OpenCL library (#11215)
add 366a566977 [microNPU] Adding a option to enable striping (#11263)
add 1b3990808e [microNPU] Update existing microNPU tutorial for CMSIS-NN (#11285)
add 53fe596682 [rpc] Implemented rpc logging (#11232)
add ec129cf48c [ci] Run docker prune directly in Jenkins (#11275)
add ca1030cf15 [ci][docs] Seed autotvm tutorial (#11147)
add 384d7791bf [ci][build] Use ninja instead of Makefiles (#10934)
add 3d05362226 [ci] Disable dependabot PRs (#11072)
add bd029cb52c [skip ci][wasm][ci] Fix WASM build and JS doc build (#11299)
add e7f1224a04 Fix json serialization for NDArray (#11303)
add fa834f67eb Prevent simplifing unit IterVar in CreatePrimFunc (#11292)
add 7c75b77df8 [microNPU] Add various options to the cascader (#10509)
add c2d1905779 Add Adreno GPU target and topi supporting textures with dynamically allocated textures (#11161)
add 2ba4588393 [Hexagon] Update Readme (#11283)
add 80d827018a [logging] LOG(FATAL) calls [[noreturn]] functions (#11310)
add 6c339eaa8f [Hexagon] Remove sim_options from tvm.target.hexagon() (#11293)
add 0e8107bfc7 [TIR][Arith] Implemented padded inverses in IndexMap (#11235)
add 2eb742d6da [profiler] Skip i386 skip condition (#11280)
add d871bbd96f [QNN] Enable constant folding for QNN operations. (#11228)
add 78142ad2e4 [Relay] Fix a corner case of fused identity (#11217)
add 636463d16c Consider pad value and input zero point in FoldExplicitPading (#11127)
add 19ce068149 Avoid use of MemoryInfo when undefined in StorageRewrite (#11254)
add 17c07013e5 [Hexagon][Docker]Add HEXAGON_SDK_ROOT ENV variable (#11291)
add be65732b2a [ROOFLINE] Roofline analysis over RPC (#11252)
add 2023a20339 [build][hexagon] Respect x86 C/C++ compiler choice (#11312)
add aa67a6a01c [Hexagon] Add USMP tests (#11279)
add 67a72d27d7 [ci][docker] Update images to include sccache changes (#11314)
add f59c70226b [PYTORCH] [FRONTEND] torch.bool support for data type conversion (#11290)
add 87366b56ed Oneflow fronted support more model and fix bug (#11321)
add 325f6fed56 [MetaSchedule] Allow Easy Logging Level Setting (#11305)
add 9ab3a1121a [TVMScript] Represent ramp as index slice (#11308)
add eed21eeff2 [ONNX] Fix cast op to/from bfloat16 (#11171)
add 02d57bbc06 [BugFix][Topi] Fix 'duplicated iterator names in the compute definition' bug of roi_align (#11322)
add df51d979d3 adding ramana to reviewers list (#11311)
add 0e27bf5ee9 [frontend][ONNX]support ConvTranspose explicitly specified output_shape (#11076)
add 0ed0f1d651 Missed out_layout field of conv1d attrs (#11325)
add 672ce33657 [TIR] Propagate storage scope of undefined vars in SplitHostDevice. (#11255)
add b4c4215d7f Add vlogging for type-table registration. (#11041)
add ebf3607067 [build][hexagon] fix several compiler warnings (#11245)
add 55b6be598a [TIR] Support affine expressions as indices in reverse compute inline (#11317)
add a3a4155943 [TIR] Simplify indices in layout transform (#11330)
add de21c8f2ef [CMSIS-NN] Align CMSIS-NN in TVM to TFLu SHA (#11273)
add 0e2e61912d [CI] Update Docker images for new CMSIS-NN (#11336)
add b03f11dfde [Hexagon]Use requires_hexagon instead of requires_hexagon_toolchain if running on hexagon target (#11294)
add 82086ed6bf [docs][microtvm] fix command path in microTVM Reference Virtual Machines Running Tests documentation (#11333)
add 1c63c3db86 [Runtime][ThreadPool] Enhance CPU Affinity configuration for OpenMP case. (#11343)
add 2f7d732972 [BYOC] Threadsafe initialization of JSONRuntime module (#11339)
add 9b66f66f63 [build] Fix/simplify `ccache` logic (#11189)
add 1bde845814 [ci] Use r5.large nodes for hexagon build and some tests (#11120)
add 0705bd7650 [Hexagon][Docker] Update image version (#11332)
add 0e2f869eea logsoftmax reusing the softmax function (#11141)
add 75c31cae75 [Relay] Bug fix when applying history using an iterator or records. (#11306)
add f755c97492 [skip ci][ci][docker] Pin Pillow version (#11348)
add 9c27ff5e58 [ci] Bump job timeout to 3 hours (#11350)
add b5e1fdd3dd Improve error messages with TVM_LOG_DEBUG and add docs (#11344)
add a4be2ed904 [TVMScript] Support inlined function call as a sugar (#11324)
add dd986fd989 [Runtime]Considering DLTensor's byte_offset in ZeroCopy function (#11340)
add 7f1c54f96a Fix eltwise alter op layout for broadcast axis (#11337)
add 99caa6533f [TVMC][ETHOSN] Improve target string to avoid duplication (#11272)
add 1b32245f0b [microNPU] Add a pass to reorder copy and compute nodes (#10959)
add f88a10fb00 [TFLite] Add support to int16 data type in TFLite frontend (#10915)
add 2b1e5ce8dc [microNPU] Fix bug in channels extraction in the matcher (#11335)
add fe1090e8aa [TIR] IndexMap Simplification Constraints (#11342)
add 95509eed26 fix matmul broadcast (#11242)
add f34bd22ddc Fix function number datatype from char to uint16_t (#10014)
add dd3262fa04 [ci][docker] Conditionally link sccache to clang (#11316)
add 3fbd9b66b7 [CI] Added message if test is running on another shard (#11331)
add fb0938a541 [CI] update oneDNN to v2.6 (#11140)
add 89a439ed4c [Hexagon] Add unit tests for Hexagon Device API (#11319)
add 9273ea5e49 [Hexagon]Refactor Hexagon_SDK_PATH (#11282)
add ab8dfa151d use libtorch c++ distribution with c++11 strings in gpu image (#11346)
add 9aaf96ef13 [ci][actions] Add more HTTP retries for conda (#11360)
add c32224f314 [skip ci] Revert "Fix function number datatype from char to uint16_t (#10014)" (#11363)
add ddfa1da691 [bug fix] skip "__nop" functions in graph_executor_debug (#11353)
add ffc0443913 [Frontend] [PaddlePaddle] Add split operator (#11354)
add 534c38bef3 [Relay] Support i16, f16 scalars in Relay text (#11224)
add 16c4faf86c nn.batch_flatten is a reshape op (#11367)
add 8d0da24f12 [Hexagon] moves conftest.py to tvm.contrib.hexagon so outside repos can access the testing fixtures (#11277)
add cd269101b7 [ci] Use S3 for artifacts (#11349)
add 5e29dddd02 [microTVM][ARM] Add Relay tests for conv2d registered schedules (#11250)
add e02bf824d1 [Runtime][PipelineExecutor] Add graph manually splitting logic into the unit test. (#11334)
add a6a34046c4 fix vec*mat in PyTorch converter (#11347)
add 7e99d30d63 [PTX] Intrinsics for async copy from global to shared (SM80) (#11368)
add 13272a19ef [ci] Disable flaky onnx tests (#11376)
add 909851c2f5 [ci][easy] Fix parameters for macros (#11377)
add 3248793dd8 Add Conv3D bindings (#11381)
add 07d91fa041 Fix function number datatype from char to uint16_t (#11365)
add c8d2283705 Fix array pointers releasing with `delete` operator (#11328)
add c216cbec5b [Bugfix] Fix qnn.quantize type func with incomplete type (#11124)
add 01b472f4d0 [CI] Update CPU and GPU image (#11369)
add 72a5219aad [Schedule] Allowed typing.Tuple in tir.schedule._type_checker (#11289)
add febae407ed [docs] Add lightweight docs image (#11045)
add 0274d8e1f1 [TIR] Support tensorization using ldmatrix + MMA (#11355)
add 85e42b6af3 [skip ci] Fix scipy intersphinx link (#11399)
add 50997035be [ci] Restructure Jenkinsfile (#11380)
add bbc6ba362f [Meta Schedule] Add Auto-Thread Binding Rule (#11177)
add d0999bbd3b [FFI] Renamed __VisitAttrs__ and __fvisit__ to non-reserved names (#11392)
add fa5460242e [MetaSchedule] Enhance CPU auto vectorization (#11404)
add 83c9ee1a26 Fix int8 cuda kernels on older SM versions (#11389)
add df632baa78 [Tests] Replace the Relay interpreter with the VM in the op tests (#11386)
add 6247bf48aa [CMSIS-NN] Aligned buffer sizes for Conv2D post CMSIS-NN SHA update (#11359)
add 4626a61fe2 [TVMScript] fix typo for block syntax (#11407)
add d1467777c6 Finish support for list-of-targets (#11382)
add 7bab8f73b5 [CI] Revert #10181 / #11399, use non-versioned scipy intersphinx link (#11411)
add 553eb1acd0 [tests] add utility to replace direct call to pytest.main (#11393)
add 5655fa853c [Bugfix][TIR] Removed passing of IterMapExpr into PrettyPrint (#11412)
add 51c44ff1d6 [Topi][Relay] Support for FP16 ERF on CPU. (#11413)
add f3d8ba4851 [TIR] Regression test for PrettyPrint/IterMapExpr bugfix (#11418)
add c1fc68715a Fix typo in typing of space generator (#11424)
add 7d1b82d89d [Hexagon] Use HEXAGON_SDK_ROOT in gtest path (#11421)
add 603a7b582b [Arith] Allow unused trivial iterators in bijective check (#11425)
add 59d4c02a24 [ci] Add GitHub Actions bot to merge PRs on demand (#10833)
add f327a20dc4 [ci] Add more shards (#11402)
add cac0445f5e [Arith][BoundDeducer] Forbid non-supported expr type in bound deducer (#11323)
add b141cacaf3 [ci] Add -x to all CI scripts
add 8a93eaffd1 Fix type checking annotation for Union type (#11430)
add 7ba8a614b8 [skip ci][ci][AutoScheduler] Disable flaky test_mutate_parallel test (#11441)
add 7e83c4a545 unify ssize_t definition (#11384)
add 3f53e7a24d [skip ci][ci][paddle] Disable flaky test_forward_group_norm (#11436)
add 014208e62a [Android] Update gradle version and other changes in android apps, CI modification to auto-build Android apps and upload artifacts (#11241)
add c247295648 avoid loop dependent allocation in buffer compaction (#11428)
add 6c6dfbc90e [skip ci][ci] Fix broken test skips (#11456)
add bbdb656711 [Hexagon] Rewrite AllocateNodes with global.vtcm scope after FlattenBuffer (#11429)
add 92cc5b0759 [ci] Use smaller ARM nodes for build/test (#11445)
add 814f5501bf [TIR][Schedule] Transform layout quality of life (#11269)
add d519b03c53 [rust][ci] Disable rust nn tests (#11420)
add 8135860527 [BYOC] Enable bfloat16 in DNNL BYOC (#11111)
add f6ddd52dc0 [microNPU] Expose compute cycle annotations to TIR lowering (#11288)
add a9ece3d48b [hexagon][testing] refactor benchmark-table code (#11400)
add db5f4fe65c [Runtime] Add 'static_library' runtime::Module (#11442)
add 52df2e8414 [TIR] Additional Stmt/Expr simplication rules (#11373)
add b535e46f16 [ONNX] Add MeanVarianceNormalization op (#11444)
add 2f2169863d Minimal example of tuning on hexagon. Fails in fast rpcs currently. (#11395)
add cfcca59097 [ci] Clean up mergebot commit messages (#11437)
add 4a769c1da3 correct doc (#11439)
add 68950873a3 [RUST] Add conv3d transpose Rust bindings (#11471)
add aaee8aa441 [skip ci][ci] Disable `test_solution_consistency` (#11460)
add 2a2d91077f [VM] Memory alignment check for `set_input` in Virtual Machine (#11391)
add 7766ab2cc4 Add unidirectional sequence lstm (#11183)
add bc492acd76 fixed tuple error (#10216)
add 6f3c8bda06 [CUDA] Allow dynamic shmem of size > 48K in runtime (#11478)
add 01ee1bca2c Fix structural error reporting on root block (#11477)
add 2e1666d386 [FFI][CYTHON] Release GIL when calling into long running functions (#11461)
add c253053541 [skip ci][ci][docker] Prune all non-relevant images (#11491)
add 5419ffed08 [skip ci] Revert "[skip ci][ci][docker] Prune all non-relevant images (#11491)" (#11496)
add 903f785d7d [ci] Use smaller ARM nodes for build/test (#11445) (#11457)
add 80d9549190 [Meta Schedule] Fix testing issues for models with more than one inputs (#11298)
add afb67e64a1 Silence unnecessary 'host' deprecation warnings (#11499)
add 2389f1f0d8 [Software pipeline] Fix hardcoded index in `access_ptr` rewriting, add a GPU test with depth 4 (#11495)
add 2b0e082f39 [FIX] Add braces to if-else statements (#11493)
add 45bed88eb4 [Pass] Add MaxPool, AvgPool to FoldExplicitPadding (#11494)
add dd2897cb69 [OpenCL] Avoid SelectNode ambiguous overloading (#11488)
add d4a396825b [TIR] Add schedule primitive TransformBlockLayout (#11485)
add d0b3ec93f9 [TVMScript] Allow T.Buffer[] arg annotation to use int as shape (#11454)
add 559f0c76a0 [Pass] Add utility that asserts that IRModule is not mutated in a pass. (#11498)
add c6415d1492 Canonicalize type annotation during construction of Var and SizeVar (#11443)
add 119afda634 [microNPU] add E2E tests with cascader wo striping (#11410)
add bc14f26aca [Frontend][PyTorch][Bugfix] Ignore Cuda in PyTorch version number when comparing versions (#11511)
add efec735626 [Frontend] [PaddlePaddle] group_norm adjusts test accuracy (#11450)
add 3e7916d30a [ci][docker] Prune all non-relevant images (#11497)
add c1b22eefb5 [Arith] Merge surjective/non-surjective iter mapping detections (#11287)
add ac5d7813df [microNPU] Fix flaky compute cycle annotation test (#11510)
add 2252f958f7 [microTVM][ARM][Zephyr] Add CMSIS dependencies in Zephyr project build (#11362)
add a71536a130 [MetaSchedule] Enable Task Filtering (#11512)
add 0cd4dd2f2d [BugFix] Add lock for ModuleNode::GetFuncFromEnv (#11467)
add ee26ecf1d5 [microNPU] Add transform matrices and part matcher to identity op (#11453)
add 62e449cb85 [microTVM][ARM]Add tests for arm schedules (#11472)
add 89c02358a1 [Relay] Plumb external codegen target via Target.current() (#11432)
add 24b93f56fd [VM] check DLManagedTensor for conditions to construct NDArray (#11504)
add b9890dbbeb [skip ci][ci][docs] Add CI infra docs (#11403)
add a1d95ec1ea [ci] Add conditionals for non-Python tests (#11438)
add e84f163f57 [TE] Optimized version of concatenation layer (#11341)
add a329df4028 [COMMUNITY] driazati -> Committer (#11525)
add ce60bfa0ff [ci] Add filter to teams (#11455)
add c6d7ecd0b5 [TE] Fix `te.CreatePrimFunc` for 0-dim computation (#11518)
add e60849c899 Add ceil shape registration (#11533)
add 4c513b9de3 [Bugfix][TIR] Handle bool tensor in FlattenBuffer (#11532)
add bbca53d2ab [DNNL] Add TensorRequisite concept (#11345)
add 4f5ab57d34 [Frontend][ONNX] Fix softmax converter when input shape is dynamic (#11507)
add 480fa744eb [Onnx] Round operator (#11446)
add 84eb78cbc4 [MetaSchedule] No explicit for spatial PrimFunc (#11534)
add 3bee5cacd7 [ci][wip] Upload docs with folder structure to S3 (#11528)
add a2f89c53cc Restore integration test on Mac and Windows (#11538)
add 03eefe0b41 [ci] Add @tvm-bot rerun (#11480)
add c78539cc59 [TIR][Arith] Additional Simplifications Inside Conditionals (#11524)
add 12a0f3edcf [TIR] Add schedule primitive ReIndex (#11515)
add aff1312e36 [PROFILER] Fix percent compute bound calculation (#11542)
add 017d410bd1 Fix docker/lint.sh after #10933. (#11541)
add f31477f9c3 [FIX] Pad feature vectors to the same size in xgboost cost model (#11479)
add 274d8fa964 Unbreak CI image build (tensorflow 2.6.5, ci_gpu bugfix) (#11546)
add 2ae20882d3 [hexagon][testing] add TIRScript elemwise-add (#11490)
add b086005f8f [ci] Fix action expressions for tvm-bot workflow (#11556)
add 9dceb4e191 [BYOC] Two helper passes for external codegen using RelayToTIR custom pass machinery (#11474)
add 4811d702f3 [Hexagon] Register strategy for concatenate (#11562)
add cee74c9f8f [CI] Update to LLVM 14.0.0 for ci_hexagon (#11539)
add b885362c36 [CI] Refactor of tvm.testing.requires_* annotations (#11313)
add 8823757f30 [TIR] Expose tir.call_cpacked in python (#11563)
add 6dbdf2e201 Fix Hexagon build using ci.py (#11304)
add f05ebde8e8 [docs] microTVM model training tutorial with Colab support (#10921)
add fe24fa9840 [Bugfix][MetaSchedule] Auto-bind when there are no spatial loops (#11570)
add 9d2c9a7f64 [TIR] Schedule Primitive: Add-Unit-Loop (#11575)
add ba60788118 [MetaSchedule] Use Add-Unit-Loop in Auto-Bind (#11581)
add c732828d48 [TIR] Prevent loop binding over-simplification (#11578)
add 06c443e995 [Bugfix][TIR] compute-at/fuse/split dtype mismatch (#11582)
add 8a568bc823 [MetaSchedule] exposed method: TuneContextNodeInitialize (#11576)
add 8038987411 [MetaSchedule] Fix Summary Format for Invalid Runs (#11584)
add 283542f68a [CI][DOC] Fix incorrect commands in docs/readme.md (#11583)
add bf4b8f5c76 split test_forward_math_api function (#11537)
add b555bf5481 fix bmm quantization realize (#11586)
add 609d6af176 [microNPU] Fix output mismatch in Leaky ReLU (#11397)
add 1aac4d6826 [microNPU] Optimize separate padding operation for conv2d (#11468)
add 9d6599c928 [PROFILER] Add configuration information to profiler (#11530)
add 68dcecc926 [MetaSchedule] Evo Independence from TaskScheduler (#11590)
add a2ef144ea3 Refactor RewriteTensorize to prevent concurrent map updates (#11596)
add 70884e957a fix uint case (#11597)
add 32a86f8304 [TOPI] TE implementation of LSTM using scan (#11531)
add 12440895e4 [MetaSchedule] Add Testing Script with ONNX Support (#11587)
add 81702192b4 [MetaSchedule] Resolve dependencies between header files (#11604)
add d8f57ed7ff [Relay] IndexedGraph improvements in preparation for Collage (#11481)
add 774ee969fc [relay] add missing virtual d'tor (#11601)
add d490620085 [Hexagon][CI] Re-enable Hexagon tests in CI (#11613)
add 52d90da1d3 [MetaSchedule] TuningRecord Optional Arguments (#11598)
add f5f9600614 [docs] Various content corrections (#11517)
add a95a820cfa [DNNL] Fix end of line in test_dnnl UT file (#11560)
add 8ba43003a0 minor fix after loading trt engine from disk (#11614)
add 6dc0c624cd [Relay] Restore dominator check (#11616)
add b00b1229c8 [Hexagon] Make local symbols visible to loaded modules in RPC server (#11611)
add e19cf20054 TVMC: Allow to overwrite TVM_CONFIGS_JSON_DIR via environment variables (#11623)
add 96a513cd97 Patch replay trace. (#11621)
add 9817338508 [BYOC][DNNL] Enable layer normalization in DNNL byoc. (#11508)
add 99c113a237 [COMMUNITY] @tkonolige -> Committer (#11626)
add 97e681dc34 [Hexagon] Add random string to workspace name (#11593)
add df4f4c0b4b [ONNX] Add ReduceSum opset13 support (non-dynamic) (#11606)
add 2f9d9b4e5c [OpenCL] Implement conv2d_winograd algorithm for Adreno (#11543)
add 236eea0f49 [CMSIS-NN] Removed redudant arguments to CMSIS-NN wrapper function (#11431)
add d8678a6a9a [TIR] CSE pass : Restrict the equivalence to be decided by a normal form - avoids comparison of terms (#11574)
add ebc9b6d41c [ci] Add guards to pytest_wrapper (#11553)
add 87502ddd90 [PASS] Refactor a couple of TIR passes - BindTarget, AnnotateEntryFunc, Filter, LowerInitBlock (#11628)
add 7f1b819cdb [microTVM] Remove microTVM RVM version suffix (#11629)
add f528a9a1cd [Frontend][TFLite] Improve support for half_pixel_centers in resize (#11521)
add 81b42e6746 Making CMSIS-NN tests pylint compliant (#11625)
add af0128158c [TIR][Schedule] Allow named block and buffer arguments in Schedule (#11624)
add 6d557ffae2 [ci] Rebuild Docker images if necessary (#11329)
add 3a0b7c26b1 [Hexagon] Fix gtest flag in apps/hexagon_api/CMakeLists.txt (#11652)
add d03633f366 [microTVM] Update pyproject to python3.7 (#11634)
add 762bed0d0d [microTVM] Add support for Arduino Portenta H7 (#11636)
add fc8fdae612 adding vvchernov to contributors file (#11649)
add 60e7eb5e52 [COMMUNITY] Alexander Peskov -> Reviewers (#11648)
add fe299d7688 [TVMSCRIPT] Improve tvmscript type hints (#11654)
add 832856d109 [CRT runtime] Added functions TVMPlatformBeforeMeasurement and TVMPlatformAfterMeasurement (#11244)
add 0b46efa33e [BUG] Disable second PlanDevices pass (#11662)
add 53d163c968 [TIR, CUDA] Add pass to replace global to shared memory copy with cp.async (#11658)
add ec24ae60a0 [BYOC] RelayToTIR custom codegen passes can still depend on dynamic shape functions (#11619)
add 6fca5c657a [MetaSchedule] Developer Ergonomics Enhancement (#11622)
add 8a2f43eb0d [Bugfix] GetReduceAxes accept empty axis (#11643)
add f117244ac4 [DNNL][Relay extern-schedule] DNNL Conv2D Kernel enable by assigning "-libs=mkldnn" (#11571)
add e7f793d0ad Add assert message (#11665)
add dccc1c7d89 [CI] fix ci_gpu dockerfile (#11644)
add 6f79165f24 [microtvm] Add mxnet importer and update pyyaml to fix poetry error (#11668)
add 04579155df [ci][docs] Don't delete old versions when checking out docs (#11612)
add dc522a6ff6 [Hexagon] Run single RPC server on Android in each testing session (#11547)
add e8712a9198 [BYOC][DNNL] Improve performance of DNNL BYOC dense operator (#11513)
add 705993e485 [DNNL][CBLAS][BYOC] Unifles all MKLDNN/DNNL to DNNL (#11638)
add 7de8980f24 [FIX,METASCHEDULER] Fix tune_te (#11676)
add 50c6a9896d [MetaSchedule] Generate MetaSchedule Dataset (#11641)
add dfc8e95604 [BYOC] Make CUTLASS BYOC integration 'Collage friendly' (#11631)
add a8d60392ba [TIR] Register CUDA WMMA tensor intrinsics (#11677)
add d0da0b94de Fix typos in target warn of dnnl (#11678)
add 0df69611b2 [MetaSchedule] JSONDatabase Utilities (#11680)
add 8f6543e9e6 [Relay] Finish implementations of WithFields (#11674)
add 8341e33d05 [Bugfix] Shape inference of weight for grouped `nn.conv3d` (#11681)
add 005f05e26f fixed cutlass byoc build break (#11686)
add 9ecb571268 [docs] Add links to v0.8.0 docs (#11647)
add eb611482e3 [UnitTests] Parametrized test_topi_argwhere.py (#11651)
add 2a5ff18bc5 Added a docstring to missing CMSIS-NN test (#11690)
add 2df4524e04 [Hexagon] Tighten requirements on inclusion of runtime sources (#11635)
add e61ad7ab82 [MetaSchedule] Add Profiler Support For Tuning Efficiency Optimization (#11486)
add 1420df7744 [TE] Support schedulable TIR compute definitions in TOPI (#11589)
add 86eec51536 Updated install from source docs to include additional instructions for M1 macs. (#11675)
add 85a190af7d Fix onnx round import with float64 inputs. (#11685)
add 76b9ce9b1f [Hexagon] Add HexagonThreadManager (#11653)
add b659332a4c [AutoTVM][Autoscheduler] Default build funcs inherit PassContext (#11632)
add 81cc086400 [WIP] [CI] Bump CI GPU image version (#11637)
add a82d2f516e [Hotfix][MetaSchedule] Importing from test foldeer (#11695)
add 27b0aad5a5 [BYOC-OpenCLML] OpenCLML integration with TVM. (#10243)
add 1f6f849db2 cleanup (#11659)
add 9d5782f10b [tests][hexagon] Fix `allocate_hexagon_array` bug. (#11709)
add 9a71092585 Move FlattenAtrousConv before AlterOpLayout in the default opt pipeline. (#11706)
add 02fff50cbb [Hexagon] remove #if defined(__hexagon__) where it is no longer needed (#11708)
add d92a7731a2 [CI] [Hexagon] Update docker tag in jenkins (#11588)
add 5b3cef30f9 [microTVM][zephyr] Add support for host-driven AoT execution on zephyr (#11650)
add f667342ca9 [LLVM] Update uses of AllocaInst::getAlign[ment] (#11718)
add d2e2f71b14 Fix 1d-softmax schedule. (#11719)
add 1312658093 [MetaSchedule] Apply-History-Best Task Filtering (#11692)
add 954a927be3 [Bugfix][TIR] Narrow-Datatype for thread axis (#11725)
add 3eb372e26f [CI] add GH workflow to comment with link to docs (#11594)
add 24f49f1aeb [CI] Apply linting rules to AOT tests (#11657)
add 3cb4597ed4 [CMSIS-NN] Fixed error in finding input's dtype in maxpool (#11701)
add f942d19788 [TVMC] Fix error while compile paddle model with tvmc (#11730)
add a5df28332c [MetaSchedule] Include te/tensor.h instead of forward declaring te::Tensor (#11731)
add 9d98da2736 [Hexagon] Implement avg_pool2d slice op (#11417)
add a64368be0e [ci] Skip failing tests in wheel (#11705)
add fdc3c0274b [MetaSchedule] Developer Ergonomics Enhancement II (#11727)
add d0cbde0c99 rename aot_demo to aot_standalone_demo for clarity vs. host-driven aot (#11723)
add 6ce41be327 [MetaSchedule] Modify Profiler Timers (#11735)
add ddb43e2ab0 [microTVM] Add support for the Raspberry Pi Pico via Arduino (#11694)
add ec918644ef [microTVM] [docs] Point micro_train tutorial links to official repos (#11715)
add 47ef9466b2 [Pytorch] Add quantized::leaky_relu (#11729)
add 89e1a6c3f2 [TIR] Add preserve-unit-iters (#11585)
add 24010db6c0 [TVMScript] Support roundtrip of LetNode (#11742)
add 6732a9e3b2 [Relay] Implement `SoftmaxRel` for softmax operators. (#11728)
add d0650bad66 [Bugfix][MetaSchedule] Filter out dynamic extents (#11747)
add ada4c46f09 [ci] Remove apt cache from the docker images (#11470)
add 7a5f4e0c41 [microTVM] Refactor RVM scripts and fix DNS network issue (#11741)
add 7bfbc74c65 upgrade ci lint docker file (#11734)
add b4a77ac7f4 Fix CI break due to concurrent merge. (#11753)
add 2b1243bc16 [skip ci][microTVM] Update Arduino RVM name and box version (#11743)
add 333994d45f [skip ci][microTVM] Update Zephyr RVM name and box version (#11655)
add 7e376e2599 [MetaSchedule][Minor] Organize Testing Scripts (#11751)
add 7433b2fd41 Add optional mem_scope parameter to tvm.nd.array and tvm.nd.copyto (#11717)
add 1b8f3b54c6 [ci][docker gpu] Install dnnl in docker GPU. (#11744)
add eb493110a8 Constant name prefix added (#11509)
add 5aabeb741f Enable QNN primitives for DNNL runtime (#11642)
add 2ffd955779 [hexagon][testing] add test-skip logic; fixes (#11737)
add dffc3108bb [CMSIS-NN] Fixed the case with repeating operands in the QNN binary ops (#11732)
add 0fdc0eab51 [MetaSchedule] Distributed Measurement (#11683)
add c5465d8037 [hexagon][testing] add max_pool2d benchmark (#11720)
add 648154d808 [MLF] Add support for multiple modules in Model Library Format (#11464)
add 8a94b6699a [Runtime][PipelineExecutor] Added Interface to Track Number of Global Inputs (#11315)
add 2708b6ca02 [MetaSchedule][Minor] Fix EvaluatorConfig Argument Description (#11766)
add 65d45af54b Add tool to clear stale images. (#11772)
add 4b1574623c [MetaSchedule][Minor] Add Describe Function For Tuning Scripts (#11754)
add f8b320f523 [MetaSchedule][Runtime] Enhance Runner RandomFill (#11758)
add 77756eac30 [COMMUNITY] Denise Kutnick -> Reviewer (#11778)
add 9bba7580b0 [TIR, analysis] Add GetAutoTensorizeMappingInfo to generate transforms for auto tensorization (#11740)
add 8bf6cd5800 [TVMC] Fix tvmc run when using rpc (#11757)
add ccc935dda9 [ci][docker] Remove Docker image upload prefix (#11769)
add 2c78daed48 [MetaSchedule] Enhance parsing in JSONDatabase (#11791)
add 25db38105d [MetaSchedule][Minor] Update CPU Flush ArgParse Type (#11792)
add 9ff2a5e796 add layerNormal infer layout (#11784)
add 9e58af2abe [docs] Fix incorrect command (#11630)
add d4ae31333e [microTVM] [Fix] reboot include for Zephyr version >=2.6.0 (#11790)
add 1e51bfecdb Fix apt install (#11781)
add bc75487032 [HEXAGON] Slice ops added - add, subtract, multiply (#11529)
add bd800c9cf0 [Arith] Simplification of ceil, log2, and left_shift (#11646)
add 6282658e19 [CI Image] support CSI-NN2 in ci_qemu (#11689)
add b63801c4cd [TE Schedule] Fix broken 2D softmax TE schedules when axis=0 (#11803)
add a363a04720 [CI] Update GPU image to add DNNL (#11786)
add 7b0f791e12 [LLVM] Retrieve entire target string from LLVMModule (#11802)
add a5366a7d19 [TIR] Add SHash and SEqual to IndexMap (#11798)
add 32d16eb358 [skip ci] Use Stanford Cars mirror to fix CI docs build (#11812)
add 5056eb751b Change new concat (#11800)
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 4008838b41 Bump pillow from 8.3.2 to 9.0.1 in /apps/microtvm/cmsisnn
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Summary of changes:
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.github/dependabot.yml | 15 +
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.github/workflows/tvmbot.yml | 37 +
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CONTRIBUTORS.md | 14 +
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apps/microtvm/ethosu/Makefile | 13 +-
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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 +
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apps/tf_tvmdsoop/CMakeLists.txt | 2 +-
apps/uma/_template/__init__.py | 22 +
apps/uma/_template/backend.py | 45 +
apps/uma/_template/codegen.py | 28 +
apps/uma/_template/conv2dnchw.cc | 96 +
apps/uma/_template/passes.py | 136 +
apps/uma/_template/patterns.py | 25 +
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apps/uma/_template/strategies.py | 33 +
apps/uma/uma_cli.py | 98 +
ci/README.md | 97 +
ci/jenkins/.gitignore | 1 +
ci/jenkins/Build.groovy.j2 | 246 +
ci/jenkins/Deploy.groovy.j2 | 166 +
ci/jenkins/DockerBuild.groovy.j2 | 116 +
ci/jenkins/Jenkinsfile.j2 | 131 +
ci/jenkins/Lint.groovy.j2 | 19 +
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ci/jenkins/generate.py | 135 +
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cmake/modules/CUDA.cmake | 16 +
cmake/modules/Hexagon.cmake | 64 +-
cmake/modules/LibInfo.cmake | 9 +-
cmake/modules/OpenCL.cmake | 6 +
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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/iter_affine_map.h | 88 +-
include/tvm/driver/driver_api.h | 13 +-
include/tvm/ir/attrs.h | 22 +-
include/tvm/ir/expr.h | 223 +-
include/tvm/ir/global_var_supply.h | 125 +
include/tvm/ir/memory_pools.h | 216 +-
include/tvm/ir/module.h | 91 +-
include/tvm/ir/name_supply.h | 123 +
include/tvm/ir/transform.h | 4 +
include/tvm/meta_schedule/apply_history_best.h | 38 +-
include/tvm/meta_schedule/arg_info.h | 11 +
include/tvm/meta_schedule/builder.h | 8 +
include/tvm/meta_schedule/cost_model.h | 34 +-
include/tvm/meta_schedule/database.h | 51 +-
include/tvm/meta_schedule/extracted_task.h | 30 +-
include/tvm/meta_schedule/feature_extractor.h | 17 +-
include/tvm/meta_schedule/measure_callback.h | 11 +-
include/tvm/meta_schedule/measure_candidate.h | 67 +
include/tvm/meta_schedule/mutator.h | 28 +-
include/tvm/meta_schedule/postproc.h | 32 +-
include/tvm/meta_schedule/profiler.h | 103 +
include/tvm/meta_schedule/runner.h | 6 +
include/tvm/meta_schedule/schedule_rule.h | 75 +-
include/tvm/meta_schedule/search_strategy.h | 101 +-
include/tvm/meta_schedule/space_generator.h | 23 +-
include/tvm/meta_schedule/task_scheduler.h | 86 +-
include/tvm/meta_schedule/tune_context.h | 40 +-
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/adt.h | 31 +-
include/tvm/relay/attrs/call.h | 2 +-
include/tvm/relay/attrs/image.h | 35 +-
include/tvm/relay/attrs/nn.h | 44 +-
include/tvm/relay/attrs/random.h | 10 +
include/tvm/relay/attrs/transform.h | 51 +
include/tvm/relay/expr.h | 176 +-
include/tvm/relay/expr_functor.h | 2 +
include/tvm/relay/feature.h | 2 +-
include/tvm/relay/function.h | 57 +-
include/tvm/relay/transform.h | 108 +-
include/tvm/runtime/builtin_fp16.h | 2 +
include/tvm/runtime/c_runtime_api.h | 6 +-
include/tvm/runtime/container/base.h | 4 +-
include/tvm/runtime/container/string.h | 48 +-
include/tvm/runtime/crt/aot_executor.h | 107 +
include/tvm/runtime/crt/aot_executor_module.h | 42 +
include/tvm/runtime/crt/error_codes.h | 12 +-
include/tvm/runtime/crt/func_registry.h | 27 +-
include/tvm/runtime/crt/graph_executor_module.h | 2 +-
include/tvm/runtime/crt/platform.h | 19 +
include/tvm/runtime/logging.h | 8 +-
include/tvm/runtime/metadata.h | 115 +-
include/tvm/runtime/metadata_types.h | 109 +
include/tvm/runtime/module.h | 32 +-
include/tvm/runtime/ndarray.h | 23 +-
include/tvm/runtime/profiling.h | 82 +-
include/tvm/runtime/threading_backend.h | 4 +-
include/tvm/runtime/vm/executable.h | 2 +-
include/tvm/runtime/vm/vm.h | 4 +-
include/tvm/script/printer/doc.h | 1162 ++++
include/tvm/script/printer/doc_printer.h | 48 +
include/tvm/script/printer/frame.h | 140 +
include/tvm/script/printer/ir_docsifier.h | 189 +
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 | 12 +-
include/tvm/support/with.h | 40 +
include/tvm/target/compilation_config.h | 160 +-
include/tvm/target/target.h | 78 +-
include/tvm/target/target_kind.h | 64 +-
include/tvm/tir/analysis.h | 11 +-
include/tvm/tir/buffer.h | 22 +-
include/tvm/tir/builtin.h | 63 +
include/tvm/tir/function.h | 13 +-
include/tvm/tir/index_map.h | 55 +-
include/tvm/tir/op.h | 270 +-
include/tvm/tir/schedule/schedule.h | 87 +-
include/tvm/tir/stmt.h | 104 +-
include/tvm/tir/stmt_functor.h | 14 +
include/tvm/tir/transform.h | 64 +-
include/tvm/tir/usmp/algorithms.h | 11 +
include/tvm/tir/usmp/transform.h | 11 +
include/tvm/tir/usmp/utils.h | 64 +-
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/strided_slice.h | 16 +-
include/tvm/topi/elemwise.h | 12 +
include/tvm/topi/nn/softmax.h | 5 +-
include/tvm/topi/transform.h | 76 +-
jenkins/Jenkinsfile.j2 | 838 ---
jenkins/generate.py | 131 -
jenkins/macros.j2 | 69 -
jenkins/requirements.txt | 2 -
python/gen_requirements.py | 2 +-
python/setup.py | 58 +-
python/tvm/__init__.py | 4 +
python/tvm/_ffi/__init__.py | 2 +-
python/tvm/_ffi/_ctypes/object.py | 11 +-
python/tvm/_ffi/_cython/base.pxi | 36 +-
python/tvm/_ffi/_cython/ndarray.pxi | 20 +-
python/tvm/_ffi/_cython/object.pxi | 12 +-
python/tvm/_ffi/_cython/packed_func.pxi | 32 +-
python/tvm/_ffi/base.py | 2 +-
python/tvm/_ffi/libinfo.py | 2 +-
python/tvm/_ffi/registry.py | 21 +-
python/tvm/_ffi/runtime_ctypes.py | 12 +
python/tvm/arith/analyzer.py | 19 +
python/tvm/arith/iter_affine_map.py | 53 +-
python/tvm/auto_scheduler/__init__.py | 65 +-
python/tvm/auto_scheduler/cost_model/xgb_model.py | 10 +-
python/tvm/auto_scheduler/dispatcher.py | 30 +-
python/tvm/auto_scheduler/measure.py | 29 +-
python/tvm/auto_scheduler/relay_integration.py | 17 +-
python/tvm/auto_scheduler/search_task.py | 16 +-
python/tvm/auto_scheduler/task_scheduler.py | 34 +-
python/tvm/auto_scheduler/testing/__init__.py | 20 +
python/tvm/auto_scheduler/testing/tune_onnx.py | 234 +
python/tvm/auto_scheduler/testing/tune_relay.py | 234 +
python/tvm/auto_scheduler/testing/tune_te.py | 186 +
python/tvm/autotvm/__init__.py | 1 +
python/tvm/autotvm/graph_tuner/base_graph_tuner.py | 2 +-
python/tvm/autotvm/measure/measure_methods.py | 31 +-
python/tvm/autotvm/task/__init__.py | 1 +
python/tvm/autotvm/task/dispatcher.py | 89 +-
python/tvm/autotvm/task/relay_integration.py | 12 +-
python/tvm/autotvm/task/task.py | 11 +-
python/tvm/autotvm/tophub.py | 5 +-
python/tvm/autotvm/tuner/xgboost_cost_model.py | 24 +-
python/tvm/contrib/cutlass/__init__.py | 2 +-
python/tvm/contrib/cutlass/build.py | 387 +-
python/tvm/contrib/cutlass/gen_tensor_op.py | 4 +-
python/tvm/contrib/debugger/debug_executor.py | 224 +-
python/tvm/contrib/debugger/debug_result.py | 42 +-
python/tvm/contrib/dnnl.py | 162 +
python/tvm/contrib/emcc.py | 2 +-
python/tvm/contrib/ethosu/cascader/__init__.py | 3 +-
python/tvm/contrib/ethosu/cascader/block_config.py | 12 +
.../contrib/ethosu/cascader/cascader_options.py | 28 +
.../tvm/contrib/ethosu/cascader/device_config.py | 236 +-
python/tvm/contrib/ethosu/cascader/logging.py | 70 +
python/tvm/contrib/ethosu/cascader/pareto.py | 6 +-
.../tvm/contrib/ethosu/cascader/plan_generator.py | 34 +-
python/tvm/contrib/ethosu/cascader/scheduler.py | 99 +-
python/tvm/contrib/graph_executor.py | 26 +-
python/tvm/contrib/hexagon/_ci_env_check.py | 62 +
python/tvm/contrib/hexagon/build.py | 207 +-
python/tvm/contrib/hexagon/pytest_plugin.py | 283 +
python/tvm/contrib/hexagon/session.py | 179 +-
python/tvm/contrib/hexagon/tools.py | 16 +-
python/tvm/contrib/mkldnn.py | 52 -
python/tvm/contrib/nvcc.py | 14 +-
python/tvm/contrib/peak.py | 10 +-
python/tvm/contrib/pipeline_executor.py | 645 +--
python/tvm/contrib/pipeline_executor_build.py | 673 +++
python/tvm/contrib/popen_pool.py | 41 +-
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/contrib/utils.py | 14 +-
python/tvm/driver/build_module.py | 47 +-
python/tvm/driver/tvmc/autotuner.py | 11 +-
python/tvm/driver/tvmc/compiler.py | 32 +-
python/tvm/driver/tvmc/composite_target.py | 23 +-
python/tvm/driver/tvmc/config_options.py | 51 +-
python/tvm/driver/tvmc/frontends.py | 84 +-
python/tvm/driver/tvmc/model.py | 17 +-
python/tvm/driver/tvmc/registry.py | 22 +-
python/tvm/driver/tvmc/runner.py | 62 +-
python/tvm/driver/tvmc/workspace_pools.py | 237 +
python/tvm/exec/measure_peak.py | 4 +-
python/tvm/ir/__init__.py | 9 +-
python/tvm/ir/base.py | 34 +-
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 | 12 +-
python/tvm/meta_schedule/apply_history_best.py | 38 +-
python/tvm/meta_schedule/arg_info.py | 19 +
python/tvm/meta_schedule/builder/local_builder.py | 39 +-
python/tvm/meta_schedule/cost_model/cost_model.py | 4 +-
python/tvm/meta_schedule/cost_model/mlp_model.py | 1010 ++++
python/tvm/meta_schedule/cost_model/xgb_model.py | 20 +-
python/tvm/meta_schedule/database/__init__.py | 1 +
python/tvm/meta_schedule/database/database.py | 69 +-
.../tvm/meta_schedule/database/memory_database.py | 66 +
python/tvm/meta_schedule/default_config.py | 404 ++
.../feature_extractor/per_store_feature.py | 6 +
python/tvm/meta_schedule/mutator/__init__.py | 1 +
.../meta_schedule/mutator/mutate_thread_binding.py | 32 +
python/tvm/meta_schedule/mutator/mutator.py | 8 +-
python/tvm/meta_schedule/postproc/__init__.py | 4 +-
python/tvm/meta_schedule/postproc/postproc.py | 6 +-
.../tvm/meta_schedule/postproc/rewrite_layout.py | 32 +
.../meta_schedule/postproc/rewrite_tensorize.py | 38 +
.../postproc/rewrite_unbound_block.py | 5 +-
python/tvm/meta_schedule/profiler.py | 75 +
python/tvm/meta_schedule/relay_integration.py | 56 +-
python/tvm/meta_schedule/runner/config.py | 9 +-
python/tvm/meta_schedule/runner/local_runner.py | 51 +-
python/tvm/meta_schedule/runner/rpc_runner.py | 55 +-
python/tvm/meta_schedule/schedule_rule/__init__.py | 8 +-
.../tvm/meta_schedule/schedule_rule/auto_bind.py | 49 +
.../schedule_rule/multi_level_tiling.py | 103 +-
.../meta_schedule/schedule_rule/schedule_rule.py | 10 +-
.../meta_schedule/search_strategy/replay_trace.py | 8 +-
.../search_strategy/search_strategy.py | 37 +-
.../tvm/meta_schedule/space_generator/__init__.py | 6 +-
.../space_generator/post_order_apply.py | 12 +-
.../meta_schedule/space_generator/schedule_fn.py | 15 +-
.../space_generator/space_generator.py | 6 +-
.../meta_schedule/task_scheduler/gradient_based.py | 15 +-
.../meta_schedule/task_scheduler/round_robin.py | 15 +-
.../meta_schedule/task_scheduler/task_scheduler.py | 14 +-
python/tvm/meta_schedule/testing/__init__.py | 10 +-
.../meta_schedule/testing/conv2d_winograd_cpu.py | 2 +-
.../meta_schedule/testing/conv2d_winograd_cuda.py | 2 +-
.../meta_schedule/testing/custom_builder_runner.py | 23 +-
.../testing/dataset_collect_models.py | 85 +
.../meta_schedule/testing/dataset_extract_tasks.py | 104 +
.../testing/dataset_sample_candidates.py | 192 +
.../testing/distributed_measure_candidates.py | 198 +
python/tvm/meta_schedule/testing/dummy_object.py | 60 +
python/tvm/meta_schedule/testing/relay_workload.py | 39 -
python/tvm/meta_schedule/testing/schedule_rule.py | 58 +-
.../tvm/meta_schedule/testing/space_generation.py | 75 +-
python/tvm/meta_schedule/testing/te_workload.py | 176 +-
python/tvm/meta_schedule/testing/tlcbench.py | 3 +-
python/tvm/meta_schedule/testing/tune_onnx.py | 190 +
python/tvm/meta_schedule/testing/tune_relay.py | 191 +
.../testing/tune_relay_auto_scheduler.py | 228 -
.../testing/tune_relay_meta_schedule.py | 189 -
python/tvm/meta_schedule/testing/tune_te.py | 153 +
.../testing/tune_te_auto_scheduler.py | 138 -
.../meta_schedule/testing/tune_te_meta_schedule.py | 122 -
python/tvm/meta_schedule/testing/tune_utils.py | 194 +
python/tvm/meta_schedule/testing/utils.py | 123 +-
python/tvm/meta_schedule/tune.py | 566 +-
python/tvm/meta_schedule/tune_context.py | 250 +-
python/tvm/meta_schedule/utils.py | 120 +-
python/tvm/micro/contrib/stm32/emitter.py | 12 +-
python/tvm/micro/func_registry.py | 79 -
python/tvm/micro/model_library_format.py | 321 +-
python/tvm/micro/session.py | 9 +-
python/tvm/micro/testing.py | 85 -
python/tvm/micro/testing/__init__.py | 20 +
python/tvm/micro/testing/aot_test_utils.py | 110 +
python/tvm/micro/testing/evaluation.py | 159 +
python/tvm/micro/testing/pytest_plugin.py | 111 +
python/tvm/micro/testing/utils.py | 130 +
python/tvm/relay/__init__.py | 1 +
python/tvm/relay/backend/_backend.py | 4 +-
python/tvm/relay/backend/contrib/ethosu/codegen.py | 122 +-
.../tvm/relay/backend/contrib/ethosu/legalize.py | 170 +-
.../tvm/relay/backend/contrib/ethosu/te/common.py | 5 +-
.../relay/backend/contrib/ethosu/te/convolution.py | 4 +-
.../relay/backend/contrib/ethosu/te/depthwise.py | 7 +-
.../relay/backend/contrib/ethosu/te/identity.py | 87 +-
.../tvm/relay/backend/contrib/ethosu/te/pooling.py | 8 +-
.../contrib/ethosu/tir/binary_elementwise.py | 22 +-
.../relay/backend/contrib/ethosu/tir/compiler.py | 17 +-
.../backend/contrib/ethosu/tir/convolution.py | 86 +-
.../relay/backend/contrib/ethosu/tir/depthwise.py | 20 +-
python/tvm/relay/backend/contrib/ethosu/tir/dma.py | 212 +-
.../relay/backend/contrib/ethosu/tir/identity.py | 34 +-
.../tvm/relay/backend/contrib/ethosu/tir/passes.py | 313 +-
.../relay/backend/contrib/ethosu/tir/pooling.py | 20 +-
.../contrib/ethosu/tir/producers_consumers.py | 78 +
.../relay/backend/contrib/ethosu/tir/scheduler.py | 53 +-
.../tvm/relay/backend/contrib/ethosu/tir/spec.py | 4 +
.../relay/backend/contrib/ethosu/tir/transform.py | 11 +-
.../contrib/ethosu/tir/unary_elementwise.py | 15 +-
.../tvm/relay/backend/contrib/ethosu/tir/utils.py | 18 -
.../backend/contrib/ethosu/tir_to_cs_translator.py | 34 +-
python/tvm/relay/backend/contrib/ethosu/util.py | 12 +
.../tvm/relay/backend/contrib/ethosu/vela_api.py | 27 +-
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 | 165 +
.../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/graph_executor_codegen.py | 12 +-
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 | 131 +-
python/tvm/relay/build_module.py | 235 +-
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/common.py | 40 +
python/tvm/relay/frontend/oneflow.py | 466 +-
python/tvm/relay/frontend/onnx.py | 703 ++-
python/tvm/relay/frontend/paddlepaddle.py | 47 +-
python/tvm/relay/frontend/pytorch.py | 612 +-
python/tvm/relay/frontend/pytorch_utils.py | 12 +-
python/tvm/relay/frontend/qnn_torch.py | 73 +-
python/tvm/relay/frontend/tensorflow_ops.py | 10 +
python/tvm/relay/frontend/tflite.py | 320 +-
python/tvm/relay/function.py | 21 +
python/tvm/relay/op/_tensor.py | 24 +-
python/tvm/relay/op/_transform.py | 72 +-
python/tvm/relay/op/annotation/annotation.py | 2 +
python/tvm/relay/op/contrib/__init__.py | 1 +
python/tvm/relay/op/contrib/clml.py | 247 +
python/tvm/relay/op/contrib/cmsisnn.py | 32 +-
python/tvm/relay/op/contrib/cutlass.py | 17 +-
python/tvm/relay/op/contrib/dnnl.py | 871 ++-
python/tvm/relay/op/contrib/ethosn.py | 133 +-
python/tvm/relay/op/contrib/ethosu.py | 176 +-
python/tvm/relay/op/contrib/tensorrt.py | 1299 ++---
python/tvm/relay/op/dyn/_transform.py | 10 +-
python/tvm/relay/op/image/_image.py | 27 +-
python/tvm/relay/op/image/image.py | 46 +-
python/tvm/relay/op/nn/_nn.py | 72 +-
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/__init__.py | 1 +
python/tvm/relay/op/strategy/adreno.py | 277 +
python/tvm/relay/op/strategy/arm_cpu.py | 48 +-
python/tvm/relay/op/strategy/cuda.py | 60 +-
python/tvm/relay/op/strategy/generic.py | 172 +-
python/tvm/relay/op/strategy/hexagon.py | 109 +-
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 | 213 +-
python/tvm/relay/op/transform.py | 115 +-
python/tvm/relay/qnn/op/__init__.py | 3 +-
python/tvm/relay/qnn/op/legalizations.py | 41 +-
python/tvm/relay/qnn/op/qnn.py | 129 +-
python/tvm/relay/testing/__init__.py | 9 +-
python/tvm/relay/testing/inception_v3.py | 4 +-
python/tvm/relay/testing/tflite.py | 161 +
python/tvm/relay/testing/yolo_detection.py | 2 +-
python/tvm/relay/transform/__init__.py | 1 +
.../transform/fake_quantization_to_integer.py | 45 +-
python/tvm/relay/transform/flexible_shape.py | 369 ++
python/tvm/relay/transform/transform.py | 155 +-
python/tvm/rpc/client.py | 13 +-
python/tvm/rpc/minrpc.py | 2 +-
python/tvm/rpc/server.py | 9 +
python/tvm/rpc/tracker.py | 9 +
python/tvm/runtime/__init__.py | 3 +-
python/tvm/runtime/module.py | 96 +-
python/tvm/runtime/ndarray.py | 18 +-
python/tvm/runtime/object_path.py | 140 +
python/tvm/runtime/profiling/__init__.py | 54 +
python/tvm/runtime/vm.py | 26 +-
python/tvm/script/context_maintainer.py | 11 +-
python/tvm/script/highlight.py | 146 +
python/tvm/script/parser.py | 188 +-
python/tvm/script/printer/__init__.py | 26 +
python/tvm/script/printer/_ffi_api.py | 20 +
python/tvm/script/printer/doc.py | 500 ++
python/tvm/script/printer/doc_core.py | 1140 ++++
python/tvm/script/printer/doc_printer.py | 56 +
python/tvm/script/printer/frame.py | 81 +
python/tvm/script/printer/ir_docsifier.py | 198 +
python/tvm/script/printer/var_table.py | 118 +
python/tvm/script/tir/__init__.py | 12 +-
python/tvm/script/tir/__init__.pyi | 85 +-
python/tvm/script/tir/intrin.py | 99 +-
python/tvm/script/tir/node.py | 75 +-
python/tvm/script/tir/scope_handler.py | 119 +-
python/tvm/script/tir/special_stmt.py | 15 +-
python/tvm/script/tir/ty.py | 59 +-
python/tvm/script/tir/utils.py | 55 -
python/tvm/target/__init__.py | 1 +
python/tvm/target/compilation_config.py | 14 +-
python/tvm/target/target.py | 303 +-
python/tvm/target/virtual_device.py | 5 +-
python/tvm/te/__init__.py | 3 +-
python/tvm/te/operation.py | 113 +-
python/tvm/te/schedule.py | 70 +-
python/tvm/testing/aot.py | 950 ++++
python/tvm/testing/autotvm.py | 11 +-
python/tvm/testing/plugin.py | 25 +-
python/tvm/testing/popen_pool.py | 4 +-
python/tvm/testing/tir.py | 110 +
python/tvm/testing/usmp.py | 39 +
python/tvm/testing/utils.py | 1126 ++--
python/tvm/tir/__init__.py | 14 +-
python/tvm/tir/analysis/analysis.py | 39 +
python/tvm/tir/buffer.py | 51 +-
python/tvm/tir/function.py | 232 +-
python/tvm/tir/op.py | 540 +-
python/tvm/tir/schedule/__init__.py | 1 +
python/tvm/tir/schedule/_type_checker.py | 94 +-
python/tvm/tir/schedule/analysis.py | 67 +-
python/tvm/tir/schedule/schedule.py | 654 ++-
python/tvm/tir/schedule/testing.py | 30 +-
python/tvm/tir/schedule/transform.py | 42 +
python/tvm/tir/stmt.py | 29 +-
python/tvm/tir/stmt_functor.py | 31 +
python/tvm/tir/tensor_intrin/__init__.py | 5 +-
python/tvm/tir/tensor_intrin/arm_cpu.py | 3 +-
python/tvm/tir/tensor_intrin/cuda.py | 932 +++
python/tvm/tir/tensor_intrin/x86.py | 2 -
python/tvm/tir/transform/transform.py | 206 +-
python/tvm/tir/usmp/utils.py | 9 +
python/tvm/topi/__init__.py | 2 +
python/tvm/topi/adreno/__init__.py | 28 +
python/tvm/topi/adreno/conv2d_alter_op.py | 427 ++
python/tvm/topi/adreno/conv2d_nchw.py | 363 ++
python/tvm/topi/adreno/conv2d_nchw_winograd.py | 128 +
python/tvm/topi/adreno/conv2d_nhwc.py | 359 ++
python/tvm/topi/adreno/conv2d_nhwc_winograd.py | 128 +
python/tvm/topi/adreno/conv2d_winograd_common.py | 523 ++
python/tvm/topi/adreno/depthwise_conv2d_nchw.py | 326 ++
python/tvm/topi/adreno/depthwise_conv2d_nhwc.py | 320 ++
python/tvm/topi/adreno/injective.py | 66 +
python/tvm/topi/adreno/pooling.py | 89 +
python/tvm/topi/adreno/utils.py | 642 +++
python/tvm/topi/arm_cpu/conv2d_int8.py | 2 +-
python/tvm/topi/arm_cpu/dense.py | 12 +-
.../arm_cpu/mprofile/dsp/micro_kernel/common.py | 1 -
python/tvm/topi/cuda/__init__.py | 1 +
python/tvm/topi/cuda/batch_matmul.py | 7 +-
python/tvm/topi/cuda/conv2d_int8.py | 7 +-
python/tvm/topi/cuda/conv2d_nhwc_winograd.py | 2 +-
python/tvm/topi/cuda/conv2d_winograd.py | 11 +-
python/tvm/topi/cuda/dense.py | 6 +-
python/tvm/topi/cuda/group_conv2d_nchw.py | 4 +-
python/tvm/topi/cuda/softmax.py | 23 +-
python/tvm/topi/cuda/stft.py | 135 +
python/tvm/topi/generic/conv2d.py | 4 +-
python/tvm/topi/generic/nn.py | 16 +
python/tvm/topi/hexagon/__init__.py | 1 +
python/tvm/topi/hexagon/conv2d.py | 34 +
python/tvm/topi/hexagon/injective.py | 14 +
python/tvm/topi/hexagon/resize2d.py | 81 +
python/tvm/topi/hexagon/slice_ops/__init__.py | 37 +
.../hexagon/slice_ops/add_subtract_multiply.py | 87 +
python/tvm/topi/hexagon/slice_ops/argmax.py | 46 +
python/tvm/topi/hexagon/slice_ops/avg_pool2d.py | 141 +
python/tvm/topi/hexagon/slice_ops/batch_flatten.py | 77 +
python/tvm/topi/hexagon/slice_ops/cast.py | 143 +
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/utils.py | 153 +
python/tvm/topi/image/grid_sample.py | 442 +-
python/tvm/topi/image/resize.py | 65 +-
python/tvm/topi/math.py | 24 +-
python/tvm/topi/nn/__init__.py | 1 +
python/tvm/topi/nn/batch_matmul.py | 14 +-
python/tvm/topi/nn/conv1d.py | 35 +-
python/tvm/topi/nn/conv2d.py | 174 +-
python/tvm/topi/nn/conv3d.py | 10 +-
python/tvm/topi/nn/dense.py | 36 +-
python/tvm/topi/nn/lstm.py | 235 +
python/tvm/topi/nn/pooling.py | 9 +
python/tvm/topi/nn/softmax.py | 48 +-
python/tvm/topi/random/kernel.py | 56 +
python/tvm/topi/scatter.py | 2 +-
python/tvm/topi/stft.py | 125 +
python/tvm/topi/testing/__init__.py | 3 +-
python/tvm/topi/testing/grid_sample_python.py | 429 +-
python/tvm/topi/testing/lstm_python.py | 134 +
python/tvm/topi/testing/softmax_python.py | 28 +-
python/tvm/topi/transform.py | 58 +
python/tvm/topi/vision/rcnn/roi_align.py | 4 +-
python/tvm/topi/x86/__init__.py | 2 +
python/tvm/topi/x86/concat.py | 106 +
python/tvm/topi/x86/conv2d.py | 30 +
python/tvm/topi/x86/dense.py | 30 +-
python/tvm/topi/x86/injective.py | 49 +-
python/tvm/topi/x86/math_alter_op.py | 58 +
python/tvm/topi/x86/nn.py | 82 +-
python/tvm/utils/__init__.py | 19 +
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 +
rust/tvm/src/ir/relay/attrs/nn.rs | 38 +
src/arith/analyzer.cc | 61 +-
src/arith/bound_deducer.cc | 12 +-
src/arith/const_int_bound.cc | 139 +-
src/arith/constraint_extract.cc | 55 +
src/arith/constraint_extract.h | 58 +
src/arith/detect_linear_equation.cc | 4 +-
src/arith/domain_touched.cc | 151 +-
src/arith/int_set.cc | 216 +-
src/arith/interval_set.h | 8 +-
src/arith/ir_mutator_with_analyzer.cc | 7 +
src/arith/ir_mutator_with_analyzer.h | 1 +
src/arith/ir_visitor_with_analyzer.cc | 126 +
src/arith/ir_visitor_with_analyzer.h | 45 +-
src/arith/iter_affine_map.cc | 845 ++-
src/arith/modular_set.cc | 17 +
src/arith/pattern_match.h | 2 +
src/arith/rewrite_simplify.cc | 164 +-
src/arith/rewrite_simplify.h | 11 +
src/auto_scheduler/compute_dag.cc | 10 +
src/auto_scheduler/feature.cc | 44 +-
src/auto_scheduler/search_policy/sketch_policy.cc | 2 +-
src/auto_scheduler/transform_step.cc | 36 +-
src/autotvm/feature_visitor.cc | 4 +-
src/contrib/ethosu/cascader/cascader_options.cc | 31 +-
src/contrib/ethosu/cascader/cascader_options.h | 19 +-
src/contrib/ethosu/cascader/pareto.cc | 20 +-
src/contrib/ethosu/cascader/pareto.h | 7 +-
src/contrib/ethosu/cascader/parts/ethosu.cc | 64 +-
src/contrib/ethosu/cascader/parts/ethosu.h | 8 +
src/contrib/ethosu/cascader/plan_generator.cc | 113 +-
src/contrib/ethosu/cascader/plan_generator.h | 5 +-
src/contrib/ethosu/cascader/proposal_generator.cc | 3 +-
src/contrib/hybrid/codegen_hybrid.cc | 106 +-
src/contrib/hybrid/codegen_hybrid.h | 10 +-
src/contrib/tf_op/tvm_dso_op_kernels.cc | 2 +-
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 | 116 +-
src/ir/expr.cc | 18 +-
src/ir/global_var_supply.cc | 115 +
src/ir/memory_pools.cc | 183 +-
src/ir/module.cc | 30 +-
src/ir/name_supply.cc | 108 +
src/ir/transform.cc | 25 +-
src/meta_schedule/apply_history_best.cc | 34 +-
src/meta_schedule/arg_info.cc | 57 +-
src/meta_schedule/cost_model/cost_model.cc | 24 +
src/meta_schedule/database/database.cc | 70 +-
src/meta_schedule/database/database_utils.cc | 393 ++
src/meta_schedule/database/json_database.cc | 98 +-
src/meta_schedule/extracted_task.cc | 67 +-
.../feature_extractor/feature_extractor.cc | 6 +
.../feature_extractor/per_store_feature.cc | 84 +-
.../measure_callback/add_to_database.cc | 8 +-
.../measure_callback/echo_statistics.cc | 28 +-
.../measure_callback/measure_callback.cc | 10 +
.../measure_callback/remove_build_artifact.cc | 2 +
.../measure_callback/update_cost_model.cc | 6 +-
src/meta_schedule/mutator/mutate_parallel.cc | 3 +-
src/meta_schedule/mutator/mutate_thread_binding.cc | 167 +
src/meta_schedule/mutator/mutator.cc | 12 +
src/meta_schedule/postproc/postproc.cc | 11 +
.../postproc/rewrite_cooperative_fetch.cc | 33 +-
src/meta_schedule/postproc/rewrite_layout.cc | 183 +
.../postproc/rewrite_parallel_vectorize_unroll.cc | 15 +-
.../postproc/rewrite_reduction_block.cc | 17 +
src/meta_schedule/postproc/rewrite_tensorize.cc | 109 +
.../postproc/rewrite_unbound_block.cc | 139 +-
src/meta_schedule/postproc/verify_gpu_code.cc | 19 +-
src/meta_schedule/profiler.cc | 136 +
src/meta_schedule/schedule_rule/auto_bind.cc | 217 +
src/meta_schedule/schedule_rule/auto_bind.h | 52 +
src/meta_schedule/schedule_rule/auto_inline.cc | 19 +-
.../schedule_rule/cross_thread_reduction.cc | 10 +-
.../schedule_rule/multi_level_tiling.cc | 153 +-
.../schedule_rule/multi_level_tiling.h | 67 +-
.../multi_level_tiling_tensor_core.cc | 437 ++
.../multi_level_tiling_with_intrin.cc | 104 +
.../schedule_rule/parallel_vectorize_unroll.cc | 7 +-
src/meta_schedule/schedule_rule/schedule_rule.cc | 12 +
src/meta_schedule/schedule_rule/winograd.cc | 136 +-
.../search_strategy/evolutionary_search.cc | 378 +-
src/meta_schedule/search_strategy/replay_func.cc | 49 +-
src/meta_schedule/search_strategy/replay_trace.cc | 85 +-
.../search_strategy/search_strategy.cc | 31 +
.../space_generator/post_order_apply.cc | 37 +-
.../space_generator/space_generator.cc | 12 +
src/meta_schedule/task_scheduler/gradient_based.cc | 52 +-
src/meta_schedule/task_scheduler/round_robin.cc | 19 +-
src/meta_schedule/task_scheduler/task_scheduler.cc | 178 +-
src/meta_schedule/tune_context.cc | 105 +-
src/meta_schedule/utils.h | 195 +-
src/node/object_path.cc | 310 +
src/node/reflection.cc | 44 +
src/node/structural_equal.cc | 237 +-
src/node/structural_hash.cc | 197 +-
src/parser/parser.cc | 47 +-
src/parser/token.h | 4 +-
src/parser/tokenizer.h | 108 +-
src/printer/doc.cc | 7 +-
src/printer/model_library_format_printer.cc | 2 +-
src/printer/relay_text_printer.cc | 80 +-
src/printer/text_printer.h | 8 +-
src/printer/tir_text_printer.cc | 12 +
src/printer/tvmscript_printer.cc | 155 +-
src/relay/analysis/call_graph.cc | 2 +-
src/relay/analysis/extract_fake_quantized_ops.cc | 2 +-
src/relay/analysis/extract_operators.cc | 2 +-
src/relay/backend/annotate_used_memory.cc | 233 +
src/relay/backend/aot_executor_codegen.cc | 341 +-
src/relay/backend/build_module.cc | 78 +-
.../backend/contrib/arm_compute_lib/codegen.cc | 9 +-
src/relay/backend/contrib/bnns/codegen.cc | 8 +-
src/relay/backend/contrib/clml/codegen.cc | 412 ++
src/relay/backend/contrib/cmsisnn/buffer_size.cc | 18 +-
src/relay/backend/contrib/cmsisnn/buffer_size.h | 3 +-
.../backend/contrib/cmsisnn/compiler_attrs.cc | 3 +-
src/relay/backend/contrib/cmsisnn/convolutions.cc | 46 +
src/relay/backend/contrib/cmsisnn/convolutions.h | 60 +
.../backend/contrib/cmsisnn/extract_constants.cc | 13 +-
.../backend/contrib/cmsisnn/generate_constants.cc | 7 +-
src/relay/backend/contrib/cmsisnn/relay_to_tir.cc | 150 +-
.../contrib/cmsisnn/scalar_to_tensor_constant.cc | 6 +
src/relay/backend/contrib/cmsisnn/target.cc | 6 +-
.../backend/contrib/cmsisnn/tir_to_runtime.cc | 30 +-
src/relay/backend/contrib/codegen_c/codegen.cc | 274 +-
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/cublas/target.cc | 44 +
src/relay/backend/contrib/cudnn/target.cc | 42 +
src/relay/backend/contrib/cutlass/codegen.cc | 168 +-
src/relay/backend/contrib/cutlass/codegen.h | 48 +
src/relay/backend/contrib/cutlass/target.cc | 74 +
src/relay/backend/contrib/dnnl/codegen.cc | 166 +-
src/relay/backend/contrib/dnnl/comp_op_matcher.h | 245 +
src/relay/backend/contrib/dnnl/query_layout.cc | 33 +-
src/relay/backend/contrib/ethosn/codegen.cc | 164 +-
src/relay/backend/contrib/ethosn/codegen_ethosn.h | 19 +-
src/relay/backend/contrib/ethosn/ethosn_api.cc | 238 +-
src/relay/backend/contrib/ethosn/ethosn_api.h | 41 +-
.../backend/contrib/ethosn/ethosn_api_version.h | 3 +
src/relay/backend/contrib/ethosu/codegen.cc | 81 +-
src/relay/backend/contrib/ethosu/compiler_attrs.cc | 48 +
src/relay/backend/contrib/ethosu/source_module.cc | 13 +-
.../contrib/example_target_hooks/relay_to_tir.cc | 218 +-
.../backend/contrib/example_target_hooks/target.cc | 6 +-
src/relay/backend/contrib/tensorrt/codegen.cc | 414 +-
src/relay/backend/contrib/tensorrt/codegen.h | 47 +
src/relay/backend/contrib/tensorrt/target.cc | 69 +
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 | 146 +-
src/relay/backend/graph_plan_memory.cc | 351 +-
src/relay/backend/interpreter.cc | 24 +-
src/relay/backend/liveness_analysis.cc | 232 +
src/relay/backend/liveness_analysis.h | 270 +
src/relay/backend/task_extraction.cc | 49 +-
src/relay/backend/te_compiler.cc | 568 +-
src/relay/backend/te_compiler.h | 63 +-
src/relay/backend/te_compiler_cache.cc | 138 +-
src/relay/backend/te_compiler_cache.h | 15 +-
src/relay/backend/utils.cc | 31 +-
src/relay/backend/utils.h | 64 +-
src/relay/backend/vm/compiler.cc | 180 +-
src/relay/backend/vm/compiler.h | 48 +-
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 | 432 ++
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 | 1034 ++++
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 | 116 +-
src/relay/ir/dataflow_matcher_impl.h | 20 +-
src/relay/ir/expr.cc | 62 +-
src/relay/ir/function.cc | 10 +-
src/relay/ir/indexed_graph.cc | 528 +-
src/relay/ir/indexed_graph.h | 283 +-
src/relay/op/algorithm/topk.cc | 37 +
src/relay/op/dyn/tensor/transform.cc | 4 +-
src/relay/op/image/grid_sample.cc | 84 +-
src/relay/op/make_op.h | 5 +-
src/relay/op/nn/bitserial.cc | 9 +-
src/relay/op/nn/convolution.cc | 125 +-
src/relay/op/nn/correlation.cc | 3 +-
src/relay/op/nn/nn.cc | 129 +-
src/relay/op/nn/nn.h | 54 +-
src/relay/op/nn/pooling.cc | 16 +
src/relay/op/nn/sparse.cc | 15 +-
src/relay/op/random/kernel.cc | 46 +
src/relay/op/tensor/reduce.cc | 4 +-
src/relay/op/tensor/transform.cc | 279 +-
src/relay/op/vision/yolo.cc | 2 +-
src/relay/qnn/op/batch_matmul.cc | 20 +-
src/relay/qnn/op/convolution.cc | 48 +-
src/relay/qnn/op/convolution_transpose.cc | 14 +-
src/relay/qnn/op/dequantize.cc | 4 +-
src/relay/qnn/op/leaky_relu.cc | 85 +-
src/relay/qnn/op/quantize.cc | 28 +-
src/relay/qnn/op/requantize.cc | 15 +-
src/relay/qnn/op/unary_elementwise_op.cc | 12 +
src/relay/quantize/calibrate.cc | 2 +-
src/relay/quantize/realize.cc | 52 +-
src/relay/quantize/realize.h | 77 +
src/relay/transforms/annotate_texture_storage.cc | 625 +++
.../transforms/auto_scheduler_layout_rewrite.cc | 3 +-
.../transforms/capture_postdfsindex_in_spans.cc | 134 +
src/relay/transforms/compiler_function_utils.cc | 300 +
src/relay/transforms/compiler_function_utils.h | 152 +
src/relay/transforms/dead_code.cc | 8 +-
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 +-
src/relay/transforms/fold_constant.cc | 27 +-
src/relay/transforms/fold_explicit_padding.cc | 222 +-
src/relay/transforms/fold_scale_axis.cc | 8 +
src/relay/transforms/fuse_ops.cc | 3 +-
src/relay/transforms/infer_layout_utils.cc | 3 +-
src/relay/transforms/inline.cc | 6 +-
src/relay/transforms/inline_composites.cc | 94 -
.../transforms/meta_schedule_layout_rewrite.cc | 174 +
.../transforms/meta_schedule_layout_rewrite.h | 38 +
src/relay/transforms/partition_graph.cc | 7 +-
src/relay/transforms/pattern_utils.h | 50 +-
src/relay/transforms/remove_standalone_reshapes.cc | 120 +
src/relay/transforms/simplify_expr.cc | 9 +-
src/relay/transforms/target_hooks.cc | 160 +-
src/relay/transforms/to_mixed_precision.cc | 60 +-
src/relay/transforms/transform_layout.h | 82 +-
src/runtime/aot_executor/aot_executor.cc | 30 +-
src/runtime/aot_executor/aot_executor_factory.cc | 5 +
src/runtime/aot_executor/aot_executor_factory.h | 2 +-
src/runtime/builtin_fp16.cc | 3 +
src/runtime/const_loader_module.cc | 26 +-
src/runtime/contrib/cblas/dnnl_blas.cc | 55 +
src/runtime/contrib/cblas/mkldnn.cc | 55 -
src/runtime/contrib/clml/clml_runtime.cc | 1091 ++++
src/runtime/contrib/curand/curand.cc | 120 +
src/runtime/contrib/curand/helper_cuda_kernels.cu | 42 +
src/runtime/contrib/curand/helper_cuda_kernels.h | 41 +
src/runtime/contrib/dnnl/dnnl.cc | 107 +-
src/runtime/contrib/dnnl/dnnl_json_runtime.cc | 1265 +++--
src/runtime/contrib/dnnl/dnnl_kernel.h | 1 +
src/runtime/contrib/dnnl/dnnl_tensor_requisite.h | 746 +++
src/runtime/contrib/dnnl/dnnl_utils.cc | 76 +
src/runtime/contrib/dnnl/dnnl_utils.h | 136 +
src/runtime/contrib/edgetpu/edgetpu_runtime.cc | 2 +-
src/runtime/contrib/ethosn/ethosn_device.cc | 55 +-
src/runtime/contrib/ethosn/ethosn_device.h | 8 +-
src/runtime/contrib/ethosn/ethosn_runtime.cc | 14 +-
src/runtime/contrib/ethosn/ethosn_runtime.h | 4 +
src/runtime/contrib/json/json_node.h | 6 +
src/runtime/contrib/json/json_runtime.h | 13 +-
src/runtime/contrib/random/mt_random_engine.cc | 103 +-
src/runtime/contrib/random/random.cc | 15 +
src/runtime/contrib/tensorrt/tensorrt_builder.cc | 80 +-
src/runtime/contrib/tensorrt/tensorrt_builder.h | 10 +-
src/runtime/contrib/tensorrt/tensorrt_calibrator.h | 2 +-
src/runtime/contrib/tensorrt/tensorrt_ops.cc | 310 +-
src/runtime/contrib/tensorrt/tensorrt_ops.h | 35 +-
src/runtime/contrib/tensorrt/tensorrt_runtime.cc | 29 +-
src/runtime/contrib/tflite/tflite_runtime.cc | 2 +-
src/runtime/crt/Makefile | 2 +
src/runtime/crt/aot_executor/aot_executor.c | 258 +
.../crt/aot_executor_module/aot_executor_module.c | 214 +
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.../contrib/test_ethosu/test_attr_passing.py | 4 +-
tests/python/contrib/test_ethosu/test_codegen.py | 202 +-
.../test_ethosu/test_copy_compute_reordering.py | 682 +++
.../contrib/test_ethosu/test_create_tiles.py | 170 +
.../contrib/test_ethosu/test_encode_constants.py | 400 +-
.../contrib/test_ethosu/test_identity_optimizer.py | 6 +-
.../contrib/test_ethosu/test_layout_optimizer.py | 5 +-
tests/python/contrib/test_ethosu/test_legalize.py | 284 +
.../contrib/test_ethosu/test_lookup_table.py | 10 +-
.../python/contrib/test_ethosu/test_lower_to_te.py | 6 +-
.../contrib/test_ethosu/test_merge_constants.py | 561 ++
tests/python/contrib/test_ethosu/test_networks.py | 143 +-
tests/python/contrib/test_ethosu/test_partition.py | 65 +
.../test_ethosu/test_remove_concatenates.py | 11 +-
.../contrib/test_ethosu/test_replace_conv2d.py | 128 +-
.../contrib/test_ethosu/test_replace_copy.py | 45 +-
.../contrib/test_ethosu/test_rolling_buffer.py | 103 +
tests/python/contrib/test_ethosu/test_scheduler.py | 35 +-
.../test_ethosu/test_tir_to_cs_translator.py | 34 +-
tests/python/contrib/test_ethosu/test_vela_api.py | 13 +
tests/python/contrib/test_hexagon/README.md | 141 +-
tests/python/contrib/test_hexagon/README_RPC.md | 8 +-
.../contrib/test_hexagon/benchmark_hexagon.py | 335 --
.../python/contrib/test_hexagon/benchmark_util.py | 274 +
tests/python/contrib/test_hexagon/conftest.py | 189 +-
.../contrib/test_hexagon/{ => conv2d}/README.md | 0
.../python/contrib/test_hexagon/conv2d/__init__.py | 18 +
.../{ => conv2d}/test_conv2d_blocked.md | 0
.../test_hexagon/conv2d/test_conv2d_blocked.py | 207 +
.../{ => conv2d}/test_conv2d_conv2d.md | 0
.../test_hexagon/conv2d/test_conv2d_conv2d.py | 252 +
.../python/contrib/test_hexagon/infrastructure.py | 92 +-
tests/python/contrib/test_hexagon/pytest_util.py | 176 +
.../test_hexagon/test_2d_physical_buffers.py | 136 +-
tests/python/contrib/test_hexagon/test_autotvm.py | 154 +
.../test_hexagon/test_benchmark_elemwise_add.py | 436 ++
.../test_hexagon/test_benchmark_maxpool2d.py | 351 ++
.../contrib/test_hexagon/test_cache_read_write.py | 145 +-
.../contrib/test_hexagon/test_conv2d_blocked.py | 194 -
.../contrib/test_hexagon/test_conv2d_conv2d.py | 239 -
tests/python/contrib/test_hexagon/test_launcher.md | 138 -
tests/python/contrib/test_hexagon/test_launcher.py | 220 +-
.../contrib/test_hexagon/test_maxpool2d_blocked.py | 89 +-
tests/python/contrib/test_hexagon/test_models.py | 139 +
.../contrib/test_hexagon/test_run_unit_tests.py | 49 +
.../contrib/test_hexagon/test_thread_pool.py | 104 +
tests/python/contrib/test_hexagon/test_usmp.py | 109 +
tests/python/contrib/test_hexagon/topi/__init__.py | 18 +
.../topi/test_add_subtract_multiply.py | 226 +
.../contrib/test_hexagon/topi/test_argmax_slice.py | 117 +
.../test_hexagon/topi/test_avg_pool2d_slice.py | 412 ++
.../contrib/test_hexagon/topi/test_batch_matmul.py | 142 +
.../contrib/test_hexagon/topi/test_cast_slice.py | 199 +
.../python/contrib/test_hexagon/topi/test_clip.py | 127 +
.../contrib/test_hexagon/topi/test_conv2d_nchw.py | 244 +
.../contrib/test_hexagon/topi/test_conv2d_nhwc.py | 123 +
.../contrib/test_hexagon/topi/test_conv2d_slice.py | 339 ++
.../test_hexagon/topi/test_conv2d_transpose.py | 160 +
.../python/contrib/test_hexagon/topi/test_dense.py | 118 +
.../test_hexagon/topi/test_depthwise_conv2d.py | 300 +
.../test_hexagon/topi/test_dwconv2d_slice.py | 318 ++
.../test_hexagon/topi/test_max_pool2d_slice.py | 389 ++
.../contrib/test_hexagon/topi/test_pooling.py | 738 +++
.../contrib/test_hexagon/topi/test_reduce.py | 163 +
.../contrib/test_hexagon/topi/test_relu_slice.py | 123 +
.../contrib/test_hexagon/topi/test_reshape.py | 185 +
.../contrib/test_hexagon/topi/test_resize2d.py | 163 +
.../contrib/test_hexagon/topi/test_softmax.py | 100 +
.../test_hexagon/topi/test_softmax_slice.py | 135 +
.../contrib/test_hexagon/topi/test_tanh_slice.py | 109 +
tests/python/contrib/test_opencl/conftest.py | 29 +
.../python/contrib/test_opencl/test_run_gtests.py | 55 +
tests/python/contrib/test_popen_pool.py | 61 +
tests/python/contrib/test_rpc_server_device.py | 2 +-
tests/python/contrib/test_tensorrt.py | 214 +-
tests/python/contrib/test_tensorrt_int8_exp.py | 23 +-
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 | 136 +
tests/python/contrib/test_uma/test_uma_utils.py | 87 +
.../test_uma/test_uma_vanilla_accelerator.py | 56 +
.../contrib/test_verilator/test_verilator_ops.py | 5 +-
tests/python/driver/tvmc/conftest.py | 41 +-
tests/python/driver/tvmc/test_autotuner.py | 8 +
tests/python/driver/tvmc/test_command_line.py | 120 +-
tests/python/driver/tvmc/test_compiler.py | 66 +-
tests/python/driver/tvmc/test_composite_target.py | 3 +-
tests/python/driver/tvmc/test_frontends.py | 13 +
tests/python/driver/tvmc/test_mlf.py | 3 +-
tests/python/driver/tvmc/test_parse_config_file.py | 27 +-
tests/python/driver/tvmc/test_pass_config.py | 4 +-
tests/python/driver/tvmc/test_runner.py | 43 +-
tests/python/driver/tvmc/test_target.py | 23 +-
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 | 87 +-
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 +--
.../frontend/mxnet/model_zoo/inception_v3.py | 4 +-
tests/python/frontend/oneflow/test_forward.py | 274 +-
.../python/frontend/oneflow/test_vision_models.py | 150 +
tests/python/frontend/onnx/test_forward.py | 1772 +++---
tests/python/frontend/paddlepaddle/test_forward.py | 284 +-
tests/python/frontend/pytorch/qnn_test.py | 31 +-
tests/python/frontend/pytorch/test_forward.py | 946 +++-
.../frontend/pytorch/test_object_detection.py | 3 +-
tests/python/frontend/pytorch/test_rnns.py | 79 +
tests/python/frontend/tensorflow/test_forward.py | 367 +-
tests/python/frontend/tflite/test_forward.py | 872 ++-
tests/python/integration/__init__.py | 17 +
tests/python/integration/test_arm_mprofile_dsp.py | 20 +-
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 | 414 ++
tests/python/integration/test_reduce.py | 587 +-
tests/python/integration/test_scan.py | 59 +-
tests/python/integration/test_tuning.py | 300 +-
tests/python/integration/test_winograd_nnpack.py | 67 +-
tests/python/relay/aot/aot_test_utils.py | 961 ----
tests/python/relay/aot/corstone300.ld | 6 +-
tests/python/relay/aot/corstone300.mk | 19 +-
tests/python/relay/aot/test_c_device_api.py | 54 +-
tests/python/relay/aot/test_cpp_aot.py | 69 +-
tests/python/relay/aot/test_crt_aot.py | 341 +-
tests/python/relay/aot/test_crt_aot_usmp.py | 601 +-
tests/python/relay/backend/test_pass_lower_te.py | 241 +
.../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_level10.py | 59 +-
tests/python/relay/dyn/test_dynamic_op_level2.py | 50 +-
tests/python/relay/dyn/test_dynamic_op_level3.py | 75 +-
tests/python/relay/dyn/test_dynamic_op_level5.py | 15 +-
tests/python/relay/dyn/test_dynamic_op_level6.py | 27 +-
.../python/relay/op/annotation/test_annotation.py | 5 +-
tests/python/relay/op/test_tensor.py | 5 +-
.../python/relay/strategy/arm_cpu/test_avg_pool.py | 166 +
.../relay/strategy/arm_cpu/test_conv1d_ncw.py | 115 +
.../relay/strategy/arm_cpu/test_conv1d_nwc.py | 143 +
.../relay/strategy/arm_cpu/test_conv2d_NCHWc.py | 136 +
.../relay/strategy/arm_cpu/test_conv2d_nchw.py | 110 +
.../relay/strategy/arm_cpu/test_conv2d_nhwc.py | 154 +
.../relay/strategy/arm_cpu/test_dense_dsp.py | 88 +
.../strategy/arm_cpu/test_depthwise_conv2d.py | 151 +
.../arm_cpu/test_depthwise_conv2d_NCHWc.py | 119 +
.../relay/strategy/arm_cpu/test_group_conv2d.py | 149 +
.../python/relay/strategy/arm_cpu/test_max_pool.py | 132 +
tests/python/relay/test_any.py | 6 +-
.../test_auto_scheduler_layout_rewrite_networks.py | 2 +-
tests/python/relay/test_auto_scheduler_tuning.py | 13 +
tests/python/relay/test_backend_graph_executor.py | 119 +
tests/python/relay/test_build_module.py | 23 +-
tests/python/relay/test_conv2d_nchw_texture.py | 1058 ++++
tests/python/relay/test_conv2d_nhwc_texture.py | 607 ++
tests/python/relay/test_dataflow_pattern.py | 87 +-
.../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 | 97 +-
tests/python/relay/test_ir_parser.py | 44 +-
.../python/relay/test_ir_structural_equal_hash.py | 6 +-
tests/python/relay/test_ir_text_printer.py | 35 +-
tests/python/relay/test_name_supply.py | 72 +
tests/python/relay/test_op_grad_level1.py | 40 +-
tests/python/relay/test_op_grad_level10.py | 39 +-
tests/python/relay/test_op_grad_level2.py | 151 +-
tests/python/relay/test_op_grad_level3.py | 74 +-
tests/python/relay/test_op_grad_level4.py | 47 +-
tests/python/relay/test_op_level1.py | 268 +-
tests/python/relay/test_op_level10.py | 272 +-
tests/python/relay/test_op_level2.py | 175 +-
tests/python/relay/test_op_level3.py | 258 +-
tests/python/relay/test_op_level4.py | 50 +-
tests/python/relay/test_op_level5.py | 222 +-
tests/python/relay/test_op_level6.py | 55 +-
tests/python/relay/test_op_qnn_batch_matmul.py | 64 +-
tests/python/relay/test_op_qnn_conv2_transpose.py | 25 +
tests/python/relay/test_op_qnn_leaky_relu.py | 30 +-
.../python/relay/test_op_qnn_unary_elementwise.py | 14 +-
tests/python/relay/test_pass_alter_op_layout.py | 212 +
.../relay/test_pass_annotate_spans_defuse.py | 6 +-
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 | 263 +
.../relay/test_pass_dead_code_elimination.py | 5 +-
.../test_pass_fake_quantization_to_integer.py | 67 +-
.../python/relay/test_pass_flatten_atrous_conv.py | 50 +-
.../relay/test_pass_flexible_shape_dispatch.py | 119 +
tests/python/relay/test_pass_fold_constant.py | 189 +-
.../relay/test_pass_fold_explicit_padding.py | 209 +-
tests/python/relay/test_pass_inline_composites.py | 165 -
tests/python/relay/test_pass_lazy_gradient_init.py | 5 +-
tests/python/relay/test_pass_manifest_lifetimes.py | 3 +-
tests/python/relay/test_pass_partial_eval.py | 6 +-
tests/python/relay/test_pass_partition_graph.py | 106 +-
tests/python/relay/test_pass_plan_devices.py | 142 +-
tests/python/relay/test_pass_to_a_normal_form.py | 3 +-
tests/python/relay/test_pass_to_cps.py | 6 +-
tests/python/relay/test_pipeline_executor.py | 251 +-
tests/python/relay/test_prng.py | 4 +-
tests/python/relay/test_relay_te_compiler.py | 1 -
tests/python/relay/test_target_hooks.py | 56 +-
tests/python/relay/test_to_mixed_precision.py | 39 +-
tests/python/relay/test_type_infer.py | 38 +
tests/python/relay/test_used_memory_annotator.py | 434 ++
tests/python/relay/test_vm.py | 6 +-
.../test_capture_postdfsindex_in_spans.py | 91 +
.../transform/test_compiler_function_utils.py | 233 +
tests/python/relay/utils/adreno_utils.py | 149 +
tests/python/relay/utils/external_codegen.py | 7 +-
tests/python/target/test_arm_target.py | 56 +
tests/python/target/test_virtual_device.py | 6 +-
.../tir/analysis/test_device_constraint_utils.py | 6 +-
tests/python/topi/python/test_topi_argwhere.py | 72 +-
tests/python/topi/python/test_topi_batch_norm.py | 1 +
.../topi/python/test_topi_conv1d_transpose_ncw.py | 2 +-
tests/python/topi/python/test_topi_conv2d_int8.py | 2 +-
tests/python/topi/python/test_topi_conv2d_nchw.py | 2 +-
tests/python/topi/python/test_topi_conv2d_nhwc.py | 33 +-
tests/python/topi/python/test_topi_correlation.py | 3 +-
tests/python/topi/python/test_topi_dense.py | 2 +-
.../topi/python/test_topi_depthwise_conv2d.py | 2 +-
tests/python/topi/python/test_topi_image.py | 45 +-
tests/python/topi/python/test_topi_loss.py | 2 +-
tests/python/topi/python/test_topi_lstm.py | 161 +
tests/python/topi/python/test_topi_math.py | 20 +-
tests/python/topi/python/test_topi_prng.py | 92 +-
tests/python/topi/python/test_topi_reduce.py | 2 +-
tests/python/topi/python/test_topi_relu.py | 2 +-
tests/python/topi/python/test_topi_softmax.py | 36 +-
tests/python/topi/python/test_topi_sort.py | 2 +-
tests/python/topi/python/test_topi_transform.py | 39 +
tests/python/topi/python/test_topi_unique.py | 2 +-
tests/python/topi/python/test_topi_upsampling.py | 41 +
tests/python/topi/python/test_topi_vision.py | 2 +-
.../unittest/test_aot_legalize_packed_call.py | 12 +-
.../unittest/test_arith_canonical_simplify.py | 2 +-
.../python/unittest/test_arith_const_int_bound.py | 29 +-
tests/python/unittest/test_arith_deduce_bound.py | 28 +-
.../unittest/test_arith_detect_clip_bound.py | 6 +
tests/python/unittest/test_arith_domain_touched.py | 63 +-
tests/python/unittest/test_arith_intset.py | 22 +-
.../python/unittest/test_arith_iter_affine_map.py | 762 +--
tests/python/unittest/test_arith_modular_set.py | 32 +-
.../python/unittest/test_arith_rewrite_simplify.py | 22 +-
.../unittest/test_arith_solve_linear_inequality.py | 1 +
.../test_auto_scheduler_evolutionary_search.py | 1 +
.../python/unittest/test_auto_scheduler_feature.py | 23 +-
.../python/unittest/test_auto_scheduler_measure.py | 5 +-
.../test_auto_scheduler_sketch_generation.py | 2 +-
tests/python/unittest/test_autotvm_record.py | 10 +
.../python/unittest/test_autotvm_xgboost_model.py | 4 +
.../unittest/test_container_structural_equal.py | 155 +
tests/python/unittest/test_crt.py | 169 +-
tests/python/unittest/test_custom_datatypes.py | 10 +-
tests/python/unittest/test_gen_requirements.py | 3 +-
tests/python/unittest/test_index_map.py | 206 +
tests/python/unittest/test_link_params.py | 5 +-
.../python/unittest/test_meta_schedule_builder.py | 3 +-
.../unittest/test_meta_schedule_byoc_tensorrt.py | 3 +-
.../unittest/test_meta_schedule_cost_model.py | 3 +-
.../test_meta_schedule_custom_rule_winograd_cpu.py | 19 +-
...test_meta_schedule_custom_rule_winograd_cuda.py | 108 +-
.../python/unittest/test_meta_schedule_database.py | 97 +-
...schedule_feature_extractor_per_store_feature.py | 3 +-
.../unittest/test_meta_schedule_integration.py | 134 +-
.../test_meta_schedule_measure_callback.py | 89 +-
.../unittest/test_meta_schedule_multi_anchor.py | 27 +-
...eta_schedule_mutator_mutate_compute_location.py | 11 +-
.../test_meta_schedule_mutator_mutate_parallel.py | 11 +-
..._meta_schedule_mutator_mutate_thread_binding.py | 91 +
.../test_meta_schedule_mutator_mutate_tile_size.py | 9 +-
.../test_meta_schedule_mutator_mutate_unroll.py | 11 +-
.../test_meta_schedule_post_order_apply.py | 128 +-
...meta_schedule_postproc_disallow_dynamic_loop.py | 2 -
..._schedule_postproc_rewrite_cooperative_fetch.py | 155 +-
.../test_meta_schedule_postproc_rewrite_layout.py | 91 +
...e_postproc_rewrite_parallel_vectorize_unroll.py | 85 +-
...ta_schedule_postproc_rewrite_reduction_block.py | 2 -
...est_meta_schedule_postproc_rewrite_tensorize.py | 506 ++
...meta_schedule_postproc_rewrite_unbound_block.py | 2 -
.../test_meta_schedule_postproc_verify_gpu_code.py | 443 +-
.../python/unittest/test_meta_schedule_profiler.py | 46 +
.../test_meta_schedule_relay_tir_compute.py | 182 +
tests/python/unittest/test_meta_schedule_runner.py | 2 +-
...test_meta_schedule_schedule_rule_add_rfactor.py | 7 +-
.../test_meta_schedule_schedule_rule_auto_bind.py | 145 +
...test_meta_schedule_schedule_rule_auto_inline.py | 96 +-
...chedule_schedule_rule_cross_thread_reduction.py | 46 +-
...ta_schedule_schedule_rule_multi_level_tiling.py | 861 ++-
...dule_schedule_rule_parallel_vectorize_unroll.py | 182 +-
...hedule_schedule_rule_random_compute_location.py | 5 +-
.../unittest/test_meta_schedule_search_strategy.py | 192 +-
.../unittest/test_meta_schedule_space_cpu.py | 2618 +++++++++
.../unittest/test_meta_schedule_space_cuda.py | 1481 +++++
.../unittest/test_meta_schedule_space_generator.py | 19 +-
.../unittest/test_meta_schedule_task_scheduler.py | 198 +-
.../unittest/test_meta_schedule_tune_context.py | 3 +-
.../unittest/test_meta_schedule_tune_relay.py | 92 +-
.../python/unittest/test_meta_schedule_tune_te.py | 7 +-
.../python/unittest/test_meta_schedule_tune_tir.py | 106 +-
.../unittest/test_micro_model_library_format.py | 289 +-
tests/python/unittest/test_micro_project_api.py | 3 +-
tests/python/unittest/test_micro_transport.py | 2 +-
tests/python/unittest/test_node_reflection.py | 46 +-
tests/python/unittest/test_object_path.py | 149 +
tests/python/unittest/test_roofline.py | 121 +
tests/python/unittest/test_runtime_graph_debug.py | 136 +-
.../python/unittest/test_runtime_module_export.py | 50 +-
tests/python/unittest/test_runtime_profiling.py | 11 +-
tests/python/unittest/test_runtime_rpc.py | 25 +-
tests/python/unittest/test_runtime_vm_profiler.py | 6 +-
.../python/unittest/test_subwarp_reduction_cuda.py | 40 +-
tests/python/unittest/test_target_codegen_bool.py | 3 +-
.../python/unittest/test_target_codegen_hexagon.py | 63 +-
tests/python/unittest/test_target_codegen_llvm.py | 63 +-
.../python/unittest/test_target_codegen_vulkan.py | 6 +-
.../python/unittest/test_target_parser_mprofile.py | 60 +
tests/python/unittest/test_target_target.py | 110 +-
.../unittest/test_target_texture_codegen_opencl.py | 3 +-
tests/python/unittest/test_te_create_primfunc.py | 29 +-
tests/python/unittest/test_te_hybrid_script.py | 15 +
.../test_tir_analysis_calculate_workspace.py | 15 +-
.../test_tir_analysis_estimate_tir_flops.py | 19 +-
.../test_tir_analysis_get_block_access_region.py | 41 +-
.../test_tir_analysis_verify_well_formed.py | 57 +
tests/python/unittest/test_tir_base.py | 12 +
tests/python/unittest/test_tir_buffer.py | 21 +-
tests/python/unittest/test_tir_intrin.py | 8 +-
tests/python/unittest/test_tir_nodes.py | 6 +
tests/python/unittest/test_tir_op_types.py | 134 +
tests/python/unittest/test_tir_ptx_cp_async.py | 70 +
tests/python/unittest/test_tir_renew_defs.py | 172 +
.../python/unittest/test_tir_schedule_analysis.py | 271 +-
.../unittest/test_tir_schedule_block_scope.py | 3 +-
.../python/unittest/test_tir_schedule_blockize.py | 325 +-
.../unittest/test_tir_schedule_cache_read_write.py | 97 +-
.../unittest/test_tir_schedule_compute_at.py | 176 +-
.../unittest/test_tir_schedule_compute_inline.py | 399 +-
.../test_tir_schedule_decompose_padding.py | 313 ++
tests/python/unittest/test_tir_schedule_error.py | 3 +-
.../python/unittest/test_tir_schedule_for_kind.py | 2 +-
.../unittest/test_tir_schedule_instruction.py | 3 +-
.../python/unittest/test_tir_schedule_reduction.py | 12 +-
tests/python/unittest/test_tir_schedule_reindex.py | 211 +
tests/python/unittest/test_tir_schedule_reorder.py | 35 +-
tests/python/unittest/test_tir_schedule_rfactor.py | 2 +-
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tests/scripts/github_docs_comment.py | 110 +
tests/scripts/github_tag_teams.py | 9 +-
tests/scripts/github_tvmbot.py | 769 +++
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tests/scripts/request_hook/request_hook.py | 61 +
tests/scripts/setup-pytest-env.sh | 36 +-
tests/scripts/should_rebuild_docker.py | 154 +
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tests/scripts/task_build_hexagon_api.sh | 27 +-
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tests/scripts/task_clean.sh | 2 +
tests/scripts/task_config_build_arm.sh | 4 +-
tests/scripts/task_config_build_cortexm.sh | 37 +
tests/scripts/task_config_build_cpu.sh | 6 +-
tests/scripts/task_config_build_gpu.sh | 5 +-
tests/scripts/task_config_build_gpu_other.sh | 4 +-
tests/scripts/task_config_build_gpu_vulkan.sh | 2 +-
tests/scripts/task_config_build_hexagon.sh | 8 +-
tests/scripts/task_config_build_i386.sh | 4 +-
tests/scripts/task_config_build_jvm.sh | 34 +
tests/scripts/task_config_build_minimal.sh | 34 +
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tests/scripts/task_python_nightly.sh | 3 +-
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tests/scripts/task_rust.sh | 12 +-
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