## What's Changed * [release][Dont Squash] Update version to 0.24.0 and 0.25.0.dev on main branch by @ysh329 in https://github.com/apache/tvm/pull/19446 * [Relax][Frontend] Add ParameterList and ParameterDict containers by @mshr-h in https://github.com/apache/tvm/pull/19495 * [Relax][Frontend][TFLite] Add segment operator mappings by @Aharrypotter in https://github.com/apache/tvm/pull/19491 * [BUGFIX][TIR] Skip bool-typed expressions in CSE by @tqchen in https://github.com/apache/tvm/pull/19502 * [Relax][Frontend][TFLite] Add tests coverage for SPACE_TO_BATCH_ND and BATCH_TO_SPACE_ND by @rknastenka in https://github.com/apache/tvm/pull/19499 * [BugFix][Relax] Fix scatter_elements and scatter_nd CUDA compilation by @as4230 in https://github.com/apache/tvm/pull/19497 * [BugFix][Relax][ONNX] Resolve param Vars in Concat to handle mixed Shape/Tensor inputs by @swjng in https://github.com/apache/tvm/pull/19498 * [Web] Add support for OPFS by @akaashrp in https://github.com/apache/tvm/pull/19494 * [BugFix][Relax][Torch] Honor multi-axis dims in torch.flip converter by @swjng in https://github.com/apache/tvm/pull/19511 * [BugFix][Relax][Torch] Honor `correction` in std/var converter by @swjng in https://github.com/apache/tvm/pull/19512 * [BugFix][S-TIR] Wrap bare scalar bodies in DefaultGPUSchedule to avoid root-block crash by @swjng in https://github.com/apache/tvm/pull/19514 * [Relax][TFLite] Add gather frontend expected IRModule tests by @weicheng-hsu in https://github.com/apache/tvm/pull/19516 * [Relax][PyTorch] Fix segfault in from_exported_program when model uses index_put_ with tuple output by @cchung100m in https://github.com/apache/tvm/pull/19488 * [Relax][Frontend][TFLite] Add Conv3D support by @weicheng-hsu in https://github.com/apache/tvm/pull/19523 * [REFACTOR][IR] Remove dead AttrFunctor template by @tqchen in https://github.com/apache/tvm/pull/19528 * [Relax][ONNX] Normalize negative indices before the take call for `Gather` operator by @cchung100m in https://github.com/apache/tvm/pull/19525 * [Relax][Frontend] Add TFLite Frontend Support for CONV_3D_TRANSPOSE by @weicheng-hsu in https://github.com/apache/tvm/pull/19530 * [TIR] Add cooperative_tensor builtins and metal.cooperative_tensor storage scope by @oraluben in https://github.com/apache/tvm/pull/19423 * [Relax][Frontend][TFLite] Add initial StableHLO builtin operator support by @Aharrypotter in https://github.com/apache/tvm/pull/19536 * [Contrib] Fix CUDA contrib build after FFI/header cleanups by @MasterJH5574 in https://github.com/apache/tvm/pull/19539 * [BugFix][Relax]: handle ONNX ScatterElements reduction by @THINKER-ONLY in https://github.com/apache/tvm/pull/19527 * [Fix][Relax]: ONNX Clip NaN bounds and preserve input NaN (ORT parity) by @ConvolutedDog in https://github.com/apache/tvm/pull/19535 * [Fix][CI]: remove astral-sh/setup-uv from lint workflow by @ConvolutedDog in https://github.com/apache/tvm/pull/19554 * [Relax][ONNX] Set `max_output_boxes_per_class` default value to 0 for NonMaxSuppression by @cchung100m in https://github.com/apache/tvm/pull/19547 * [Relax][ONNX] Add ONNX Backend Tests for systematic frontend coverage by @Aharrypotter in https://github.com/apache/tvm/pull/19515 * [Fix][Relax] Lower bool prod as logical all by @ConvolutedDog in https://github.com/apache/tvm/pull/19557 * [Relax][ONNX] Prevent `Div` divide-by-zero crashes by @cchung100m in https://github.com/apache/tvm/pull/19566 * [TIRx] Bringup TIRx Infrastructure by @spectrometerHBH in https://github.com/apache/tvm/pull/19581 * [BugFix][Target][LLVM] Use libm for asin/acos instead of buggy inline Taylor by @swjng in https://github.com/apache/tvm/pull/19567 * [RFC][CodeGen][CUDA]: Gate fast math intrinsic lowering behind target option by @ConvolutedDog in https://github.com/apache/tvm/pull/19565 * [TVMScript] Handle undefined functions when dumping IRModule by @ConvolutedDog in https://github.com/apache/tvm/pull/19583 * [BugFix][Target][LLVM] Route sinh/cosh/atan/asinh/erf through libm extern by @swjng in https://github.com/apache/tvm/pull/19568 * [Relax][ONNX] Fix TopK scalar K extraction in from_onnx by @javierdejesusda in https://github.com/apache/tvm/pull/19573 * [Relax][Frontend][TFLite] Support StableHLO region-based ops and multi-subgraph models by @Aharrypotter in https://github.com/apache/tvm/pull/19587 * [ONNX] Add RMSNormalization converter for ONNX opset 23 by @q55180514 in https://github.com/apache/tvm/pull/19590 * [BUILD] Modularize device runtime into per-backend DSOs by @tqchen in https://github.com/apache/tvm/pull/19594 * [Relax] Normalize negative concat axis in ReorderPermuteDimsAfterConcat by @cchung100m in https://github.com/apache/tvm/pull/19588 * [RPC][Tracker] Bound msg_size to MAX_TRACKER_MSG_BYTES to prevent unbounded buffer growth by @bl4cksku11 in https://github.com/apache/tvm/pull/19586 * [CodeGen][CUDA] Move fast math intrinsic lowering option to PassContext by @tlopex in https://github.com/apache/tvm/pull/19596 * [IR] Add annotations to Call nodes by @tlopex in https://github.com/apache/tvm/pull/19597 * [REFACTOR][RELAX] Fold CalleeCollector into relax DeadCodeElimination by @tqchen in https://github.com/apache/tvm/pull/19603 * [Relax][Frontend][TFLite] Support quantized TFLite import via QDQ decomposition by @Aharrypotter in https://github.com/apache/tvm/pull/19538 * Fix PytestUnknownMarkWarning: Unknown pytest.mark.adreno_clml by @cchung100m in https://github.com/apache/tvm/pull/19602 * [REFACTOR][IR] Cleanup attrs.h: drop NullValue, AttrsNodeReflAdapter, legacy BaseAttrsNode methods by @tqchen in https://github.com/apache/tvm/pull/19607 * [Docs] Reorganize development guide content by @tlopex in https://github.com/apache/tvm/pull/19606 * [REFACTOR] Move src/ir/script_printer.cc to src/script/printer/ by @tqchen in https://github.com/apache/tvm/pull/19611 * [REFACTOR][IR] Phase out src/ir/structural_{hash,equal}.cc to tvm-ffi by @tqchen in https://github.com/apache/tvm/pull/19613 * [REFACTOR][IR] Inline ApplyPassToFunction into relax decompose_ops, delete the util by @tqchen in https://github.com/apache/tvm/pull/19612 * [REFACTOR][TIR][ARITH] Phase out ControlFlowGraph, NarrowPredicateExpression, and rename Simplify to StmtSimplify by @tqchen in https://github.com/apache/tvm/pull/19604 * [REFACTOR][IR] Phase out class Integer and class Bool in Attrs and PassConfig by @tqchen in https://github.com/apache/tvm/pull/19614 * [CMAKE][RUNTIME] Link tvm_rpc with all backend runtime libraries by @cbalint13 in https://github.com/apache/tvm/pull/19617 * [REFACTOR][IR] attrs.h follow-up cleanup: drop legacy vtable / rename / phase out AttrFieldInfo by @tqchen in https://github.com/apache/tvm/pull/19615 * [REFACTOR][TIR] Tie AnnotateDeviceRegions/SplitHostDevice/LowerDeviceKernelLaunch together by @tqchen in https://github.com/apache/tvm/pull/19605 * [Relax][Frontend][TFLite] Support control-flow multi-subgraph operators by @Aharrypotter in https://github.com/apache/tvm/pull/19616 * [Relax][Frontend][TFLite] Add UNIDIRECTIONAL_SEQUENCE_RNN converter by @LudovicoYIN in https://github.com/apache/tvm/pull/19601 * [IR] Rename Call annotations to attrs by @tlopex in https://github.com/apache/tvm/pull/19618 * [REFACTOR][RUNTIME] Phase out tvm::runtime::regex_match by @tqchen in https://github.com/apache/tvm/pull/19620 * [REFACTOR][RUNTIME] Remove leftover microTVM/CRT crumbs by @tqchen in https://github.com/apache/tvm/pull/19622 * [REFACTOR][RUNTIME] Relocate nvtx.h to tvm/support/cuda and make it header-only by @tqchen in https://github.com/apache/tvm/pull/19621 * [REFACTOR][PYTHON] Lift compiler/CLI/process modules from tvm.contrib to tvm.support by @tqchen in https://github.com/apache/tvm/pull/19624 * [REFACTOR][IR][FFI] Bump tvm-ffi (+ SEqHashDef migration) and phase out tvm/ir/repr.h by @tqchen in https://github.com/apache/tvm/pull/19627 * [REFACTOR][IR] Inline ReplaceGlobalVars into AttachGlobalSymbol by @tqchen in https://github.com/apache/tvm/pull/19625 * [BugFix][Vulkan][CodeGen] Change OpControlBarrier to AcquireRelease by @kistenklaus in https://github.com/apache/tvm/pull/19619 * [REFACTOR][RUNTIME] Structural reorganization: locality moves for thread_map, texture, minrpc, disco, contrib by @tqchen in https://github.com/apache/tvm/pull/19628 * [REFACTOR][PYTHON] Consolidate derived_object into tvm.ir.utils by @tqchen in https://github.com/apache/tvm/pull/19630 * [CI] Remove tvm-lint from tvm-bot by @yongwww in https://github.com/apache/tvm/pull/19629 * [REFACTOR][SCRIPT] tvmscript streamline: lift printer.h, restore one-way dep, migrate dialect config to extra_config by @tqchen in https://github.com/apache/tvm/pull/19631 * [REFACTOR][ARITH] Phase out arith/scalable_expression; arith no longer proves over scalable vectors by @tqchen in https://github.com/apache/tvm/pull/19638 * [Relax][Frontend][TFLite] Add REDUCE_WINDOW support by @THINKER-ONLY in https://github.com/apache/tvm/pull/19637 * [Relax][Frontend][TFLite] Add RNN converter by @LudovicoYIN in https://github.com/apache/tvm/pull/19632 * [REFACTOR][IR] Delete class Bool and class Integer boxed-type wrappers by @tqchen in https://github.com/apache/tvm/pull/19636 * [Relax][Frontend][TFLite] Add LSTM and SVDF converter by @LudovicoYIN in https://github.com/apache/tvm/pull/19633 * [Relax][Frontend][TFLite] Add TFLite Resource Variable and Static Hashtable Import Support by @Aharrypotter in https://github.com/apache/tvm/pull/19639 * [TIRx] Fix stale Simplify import in lowering test by @tlopex in https://github.com/apache/tvm/pull/19642 * [Relax][Frontend][TFLite] Support sequence LSTM and RNN operators by @LudovicoYIN in https://github.com/apache/tvm/pull/19634 * [Relax][Frontend][TFLite] Support STABLEHLO_WHILE by @Aharrypotter in https://github.com/apache/tvm/pull/19646 * [Fix] Stabilize layer_norm variance computation with two-pass reduction by @ConvolutedDog in https://github.com/apache/tvm/pull/19643 * [Relax][IR] Skip in-place multiply when two operands are views of the same tensor by @ConvolutedDog in https://github.com/apache/tvm/pull/19644 * [Relax][Frontend][TFLite] Support STABLEHLO_CUSTOM_CALL by @Aharrypotter in https://github.com/apache/tvm/pull/19649 * [REFACTOR][PYTHON] Revisit lifted support modules from tvm.contrib by @cbalint13 in https://github.com/apache/tvm/pull/19653 * [Relax][Frontend][TFLite] Add HASHTABLE_LOOKUP converter by @LudovicoYIN in https://github.com/apache/tvm/pull/19654 * [Relax][Frontend][TFLite] Support STABLEHLO_RNG_BIT_GENERATOR by @Aharrypotter in https://github.com/apache/tvm/pull/19651 * fix: Security Patch: Fix missing exported flag in AndroidManifest by @CodeMechanic-Bot in https://github.com/apache/tvm/pull/19648 * [Relax][PyTorch] Cast non-bool inputs to bool in logical_not converter by @javierdejesusda in https://github.com/apache/tvm/pull/19645 * [Web][COS] Persist URL→hash mapping across page loads by @tomayac in https://github.com/apache/tvm/pull/19569 * [Fix][Relax] Support ND batched matmul chains in AdjustMatmulOrder pass by @ConvolutedDog in https://github.com/apache/tvm/pull/19650 * [Relax][Frontend][TFLite] Add EMBEDDING_LOOKUP_SPARSE converter by @LudovicoYIN in https://github.com/apache/tvm/pull/19652 * [CI] Add cibw-based wheel publishing to PyPI by @tlopex in https://github.com/apache/tvm/pull/19656 * [TIRx] Post-bringup op-dispatch / codegen / TVMScript follow-ups by @spectrometerHBH in https://github.com/apache/tvm/pull/19657 * [RPC] Import tvm.testing lazily in rpc.testing by @tlopex in https://github.com/apache/tvm/pull/19658 * [CI] Wheel publishing follow-ups by @tlopex in https://github.com/apache/tvm/pull/19659 * [REFACTOR][TIRX] Consolidate split host device stages by @tqchen in https://github.com/apache/tvm/pull/19663 * [FFI][IR] Route JSON serialization through tvm-ffi by @tqchen in https://github.com/apache/tvm/pull/19662 * [Relax][PyTorch] Decompose integer pow into repeated multiplication by @javierdejesusda in https://github.com/apache/tvm/pull/19660 * [CI] Derive the version from Git tags via setuptools_scm by @tlopex in https://github.com/apache/tvm/pull/19665 * [CI] Reformat the macOS repair-wheel-command as a multiline script by @tlopex in https://github.com/apache/tvm/pull/19664 * [FFI][REFACTOR] Direct structural APIs to tvm-ffi by @tqchen in https://github.com/apache/tvm/pull/19661 * [Arith] Memoize IntervalSet variable relaxation to avoid exponential blowup by @jinhongyii in https://github.com/apache/tvm/pull/19670 * [Arith] Gate canonical-simplify LT Case 2 on extra scale == +1 by @jinhongyii in https://github.com/apache/tvm/pull/19669 * [Relax][ONNX] Fix Cast operator float->int NaN/Inf handling by @cchung100m in https://github.com/apache/tvm/pull/19626 * [TIRx] Update scoped ops and CUDA launch bounds by @spectrometerHBH in https://github.com/apache/tvm/pull/19677 * [Relax][ONNX] Preserve NaN in Sign to align with ONNX Runtime by @cchung100m in https://github.com/apache/tvm/pull/19674 * [Bump] tvm-ffi to 59da4c0 by @tqchen in https://github.com/apache/tvm/pull/19681 * [Web] Add support for OPFS synchronous access handles and committed records by @akaashrp in https://github.com/apache/tvm/pull/19673 * [Arith] Make Analyzer a tvm-ffi Object by @tlopex in https://github.com/apache/tvm/pull/19675 * [RELEASE] Bump web npm version to 0.25.0 by @MasterJH5574 in https://github.com/apache/tvm/pull/19684
## New Contributors * @weicheng-hsu made their first contribution in https://github.com/apache/tvm/pull/19516 * @THINKER-ONLY made their first contribution in https://github.com/apache/tvm/pull/19527 * @javierdejesusda made their first contribution in https://github.com/apache/tvm/pull/19573 * @q55180514 made their first contribution in https://github.com/apache/tvm/pull/19590 * @bl4cksku11 made their first contribution in https://github.com/apache/tvm/pull/19586 * @kistenklaus made their first contribution in https://github.com/apache/tvm/pull/19619 * @CodeMechanic-Bot made their first contribution in https://github.com/apache/tvm/pull/19648 * @tomayac made their first contribution in https://github.com/apache/tvm/pull/19569 **Full Changelog**: https://github.com/apache/tvm/compare/v0.24.0...v0.25.0.rc0 -- View it on GitHub: https://github.com/apache/tvm/releases/tag/v0.25.0.rc0 You are receiving this because you are subscribed to this thread. Message ID: <apache/tvm/releases/[email protected]>
