0.1.7.post1

[LeiWang1999]

What's Changed

• [Bugfix][Build] Update CMake configuration to remove project root injection for sys.path by @LeiWang1999 in [Bugfix][Build] Update CMake configuration to remove project root injection for sys.path #1385
• [BugFix] Fix split kernel layout bug of GQA decode by @tzj-fxz in [BugFix] Fix split kernel layout bug of GQA decode #1386
• [Feat] Add better repr print for Layout and Fragment by @kurisu6912 in [Feat] Add better repr print for Layout and Fragment #1392
• [Doc] Logging docs for Tilelang/TVM by @SiriusNEO in [Doc] Logging docs for Tilelang/TVM #1395
• [Enhancement] Refactor inflight computing to support dynamic pipeline extents by @LeiWang1999 in [Enhancement] Refactor inflight computing to support dynamic pipeline extents #1399
• [AMD] Fix 3 bugs when build docker on amd mi3x gpu by @danielhua23 in [AMD] Fix 3 bugs when build docker on amd mi3x gpu #1401
• [Typo] Fix tilelang link in README.md by @senlyu163 in [Typo] Fix tilelang link in README.md #1402
• [Dependency] Update apache-tvm-ffi version to >=0.1.2 by @LeiWang1999 in [Dependency] Update apache-tvm-ffi version to >=0.1.2 #1400
• [AMD] Enable FA2 fwd on AMD MI300X by @danielhua23 in [AMD] Enable FA2 fwd on AMD MI300X #1406
• [Typo] fix typo for SM120 by @Cunxiao2002 in [Typo] fix typo for SM120 #1408
• [Doc] Minor documentation update by @LeiWang1999 in [Doc] Minor documentation update #1410
• [Dependency] Add torch-c-dlpack-ext to project requirements by @LeiWang1999 in [Dependency] Add torch-c-dlpack-ext to project requirements #1403
• [Bugfix] Alloc T.make_tensor not on the top of prim_func by @LeiWang1999 in [Bugfix] Alloc T.make_tensor not on the top of prim_func #1412
• [Enhancement] Introduce T.__ldg by @LeiWang1999 in [Enhancement] Introduce T.__ldg #1414
• [Enhancement] Improve vectorization invariant check by @LJC00118 in [Enhancement] Improve vectorization invariant check #1398
• [Lint] Phaseout Yapf format and embrace ruff format by @LeiWang1999 in [Lint] Phaseout Yapf format and embrace ruff format #1417
• [Atomic] Use ptr for atomicAdd dst instead of reference by @LeiWang1999 in [Atomic] Use ptr for atomicAdd dst instead of reference #1425
• [CUDA] Add read-only parameter annotation for CUDA codegen by @LeiWang1999 in [CUDA] Add read-only parameter annotation for CUDA codegen #1416
• [Refactor] Phase out the primitives folder since its design has been merged into tileop by @LeiWang1999 in [Refactor] Phase out the primitives folder since its design has been merged into tileop #1429
• [CI]: Bump actions/upload-artifact from 5 to 6 by @dependabot[bot] in [CI]: Bump actions/upload-artifact from 5 to 6 #1431
• [CI]: Bump actions/download-artifact from 6 to 7 by @dependabot[bot] in [CI]: Bump actions/download-artifact from 6 to 7 #1432
• [Bugfix] Convey compile_flags to ffi compilation path with pass_configs by @LeiWang1999 in [Bugfix] Convey compile_flags to ffi compilation path with pass_configs #1434
• [Enhancement] Improve buffer usage tracking in MakePackedAPI by @LeiWang1999 in [Enhancement] Improve buffer usage tracking in MakePackedAPI #1435
• [Enhancement] Improve InjectAssumes logic and make assumes work after SplitHostDevice by @SiriusNEO in [Enhancement] Improve InjectAssumes logic and make assumes work after SplitHostDevice #1405
• [Enhancement] Include PrimFunc name in memory cache logs for better ebugging by @LeiWang1999 in [Enhancement] Include PrimFunc name in memory cache logs for better ebugging #1437
• [CI] Update lint dependencies and fix lint on trunk by @XuehaiPan in [CI] Update lint dependencies and fix lint on trunk #1433
• [Enhancement] Refactor vectorization checks in loop_vectorize by @LeiWang1999 in [Enhancement] Refactor vectorization checks in loop_vectorize #1440
• [Enhancement] Implement vectorized FP8 to FP32 cast by @LJC00118 in [Enhancement] Implement vectorized FP8 to FP32 cast #1438
• [Feature] Support region as input of T.cumsum by @Dayuxiaoshui in [Feature] Support region as input of T.cumsum #1426
• [Fix] Fix analyzer bind conflicting bug in [BUG] compilation error in example/dsa_sparse_finetune/indexer_topk_reducesum.py #1442 by @kurisu6912 in [Fix] Fix analyzer bind conflicting bug in #1442 #1446
• [Refactor] Reduce direct dependency on PyTorch due to its limited type support by @LeiWang1999 in [Refactor] Reduce direct dependency on PyTorch due to its limited type support #1444
• [Refactor] Use pytest.mark.parameterize to speedup parallel testing by @kurisu6912 in [Refactor] Use pytest.mark.parameterize to speedup parallel testing #1447
• [Docs] Improve installation instructions for developers by @SiriusNEO in [Docs] Improve installation instructions for developers #1450
• [Feat] Integrate Z3 in TVM Arith Analyzer by @kurisu6912 in [Feat] Integrate Z3 in TVM Arith Analyzer #1367
• [Bugfix] Improve autotune from elementwise_add function in examples by @senlyu163 in [Bugfix] Improve autotune from elementwise_add function in examples #1445
• [Language] Introduce T.annotate_restrict_buffers by @LeiWang1999 in [Language] Introduce T.annotate_restrict_buffers #1428
• [Analyzer] Require loop extent > 0 when entering loop ([Bug] Failed to prove never-OOB accesses #1012) by @kurisu6912 in [Analyzer] Require loop extent > 0 when entering loop (#1012) #1451
• [BugFix] Update CI to ROCm-7.1 by @Gongen-Ali in [BugFix] Update CI to ROCm-7.1 #1449
• [Enhancement] Update examples and tests for improved type handling functionality by @LeiWang1999 in [Enhancement] Update examples and tests for improved type handling functionality #1448
• [Issue Template] Enable blank issues in GitHub issue template by @LeiWang1999 in [Issue Template] Enable blank issues in GitHub issue template #1453
• [CI] Moved the clang-tidy step to after pip install by @LeiWang1999 in [CI] Moved the clang-tidy step to after pip install #1456
• [Bug] Fix tvm build script when patchelf is not found by @kurisu6912 in [Bug] Fix tvm build script when patchelf is not found #1459
• [Analyzer] Fix floordiv & floormod bug in z3 prover by @kurisu6912 in [Analyzer] Fix floordiv & floormod bug in z3 prover #1458
• [Cache] Rename sparse compress cache directory by @LeiWang1999 in [Cache] Rename sparse compress cache directory #1460
• [Language]Adds a random number generation capability through curand_kernel by @silentCoder-dev in [Language]Adds a random number generation capability through curand_kernel #1461
• remove unused duplicated type check by @sgjzfzzf in remove unused duplicated type check #1462
• feat(cutedsl): add CuTeDSL backend by @lucifer1004 in feat(cutedsl): add CuTeDSL backend #1421
• [Refactor] Rename test for curand & add triton baseline in test_tilelang_language_rand.py by @silentCoder-dev in [Refactor] Rename test for curand & add triton baseline in test_tilelang_language_rand.py #1464
• [ArgBinder] Enhance shape variable handling and assertions by @LeiWang1999 in [ArgBinder] Enhance shape variable handling and assertions #1467
• [Language] Make TL scripts friendly to Python syntax highlights by @SiriusNEO in [Language] Make TL scripts friendly to Python syntax highlights #1466
• [Refactor] Remove triton dependence in testing & move triton baseline into examples by @silentCoder-dev in [Refactor] Remove triton dependence in testing & move triton baseline into examples #1470
• [Language] Enhance T.dtype.as_torch conversion for compatibility by @LeiWang1999 in [Language] Enhance T.dtype.as_torch conversion for compatibility #1473
• [News] update with latest news by @LeiWang1999 in [News] update with latest news #1475
• [Enhancement] Use static Z3 context by @LeiWang1999 in [Enhancement] Use static Z3 context  #1482
• [Enhancement] Enhance let binding handling in layout inference and warp specialized pass by @LeiWang1999 in [Enhancement] Enhance let binding handling in layout inference and warp specialized pass #1484
• [Refactor] Phaseout PassConfig kDisableDynamicTailSplit and kDynamicAlignment as they are legacy by @LeiWang1999 in [Refactor] Phaseout PassConfig kDisableDynamicTailSplit and kDynamicAlignment as they are legacy #1486
• [Enhancement] Optimize the time cost of critical path for IntervalSetEvaluator by @LeiWang1999 in [Enhancement] Optimize the time cost of critical path for IntervalSetEvaluator #1491
• [CI] Add preformance regression test script by @xwhzz in [CI] Add preformance regression test script #1489
• Pin nvidia-cutlass-dsl to 4.3.3 by @lucifer1004 in Pin nvidia-cutlass-dsl to 4.3.3 #1497
• [Language] Remove ConstIf Frame for Better Meta-Programming by @kurisu6912 in [Language] Remove ConstIf Frame for Better Meta-Programming #1496
• [Bugfix][CI] Fix concurrency bug in regression test workflow by @xwhzz in [Bugfix][CI] Fix concurrency bug in regression test workflow #1500
• [Refactor] Phaseout legacy alloc_local statement in examples and introduce processing for floating fragment buffers by @LeiWang1999 in [Refactor] Phaseout legacy alloc_local statement in examples and introduce processing for floating fragment buffers #1495
• [Enhancement] Optimize MHA varlen fwd and support autotune by @Rachmanino in [Enhancement] Optimize MHA varlen fwd and support autotune #1499
• [Enhancement] Refactor CUDA vectorized cast generation and remove unsupported FP8 type by @LJC00118 in [Enhancement] Refactor CUDA vectorized cast generation and remove unsupported FP8 type #1474
• [Dependency] Update apache-tvm-ffi to >=0.1.6 for memory safety when gc is not enabled by @LeiWang1999 in [Dependency] Update apache-tvm-ffi to >=0.1.6 for memory safety when gc is not enabled #1502
• Update cutedsl docs and version check by @lucifer1004 in Update cutedsl docs and version check #1503
• [Misc] configure pymarkdown by @lucifer1004 in [Misc] configure pymarkdown #1505
• [Language] Fix gemm syntax highlight by @SiriusNEO in [Language] Fix gemm syntax highlight #1476
• [Fix] Fix TL_ENABLE_PTXAS_VERBOSE_OUTPUT has no effect in tvm-ffi by @kurisu6912 in [Fix] Fix TL_ENABLE_PTXAS_VERBOSE_OUTPUT has no effect in tvm-ffi #1511
• [Refactor] Phaseout execution_backend ctypes by @LeiWang1999 in [Refactor] Phaseout execution_backend ctypes #1510
• [Testing] Add Memory Leak Test by @kurisu6912 in [Testing] Add Memory Leak Test #1516
• [Refactor] Support auto swizzling for tma store and phaseout related layout annotations by @LeiWang1999 in [Refactor] Support auto swizzling for tma store and phaseout related layout annotations #1509
• [CuTeDSL][Fix] thread safety + context safety by @lucifer1004 in [CuTeDSL][Fix] thread safety + context safety #1513
• [BugFix] Phaseout unused tests for gqa decode kernels and add the kernels to CI by @tzj-fxz in [BugFix] Phaseout unused tests for gqa decode kernels and add the kernels to CI #1515
• [Cleanup] Remove unnecessary macros in tilelang examples by @Rachmanino in [Cleanup] Remove unnecessary macros in tilelang examples #1514
• Fix ramp_lanes calculation in CUDA codegen by @LJC00118 in Fix ramp_lanes calculation in CUDA codegen #1518
• [Misc] add env for default target/backend/verbose by @lucifer1004 in [Misc] add env for default target/backend/verbose #1512
• [Dtype] Improve host codegen handling for subtype by @LeiWang1999 in [Dtype] Improve host codegen handling for subtype #1517
• [Bugfix] Fallback to a Linear Layout instead of raising errors by @LeiWang1999 in [Bugfix] Fallback to a Linear Layout instead of raising errors #1521
• Use TargetIsCuda for all cuda target by @oraluben in Use TargetIsCuda for all cuda target #1522
• Fix fp4 pointer arithmetic in CUDA codegen by @LJC00118 in Fix fp4 pointer arithmetic in CUDA codegen #1524
• [Enhancement] Improve GitHub Actions permissions check and refine performance regression testing by @xwhzz in [Enhancement] Improve GitHub Actions permissions check and refine performance regression testing #1519
• [Release] Bump version into 0.1.7.post1 by @LeiWang1999 in [Release] Bump version into 0.1.7.post1 #1506

New Contributors

• @danielhua23 made their first contribution in [AMD] Fix 3 bugs when build docker on amd mi3x gpu #1401
• @senlyu163 made their first contribution in [Typo] Fix tilelang link in README.md #1402
• @Dayuxiaoshui made their first contribution in [Feature] Support region as input of T.cumsum #1426
• @silentCoder-dev made their first contribution in [Language]Adds a random number generation capability through curand_kernel #1461
• @sgjzfzzf made their first contribution in remove unused duplicated type check #1462

Full Changelog: v0.1.7...v0.1.7.post1

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This discussion was created from the release 0.1.7.post1.