v0.1.0

[LeiWang1999]

What's Changed

• [LICENSE] Add LICENSE for flashinfer by @LeiWang1999 in [LICENSE] Add LICENSE for flashinfer #19
• [Doc] Fix installation scripts and docs for dequantize gemm by @LeiWang1999 in [Doc] Fix installation scripts and docs for dequantize gemm #20
• [Doc] Use sphinx to generate docs. by @xwhzz in [Doc] Use sphinx to generate docs. #21
• [Doc] update installation.md and readme by @Cunxiao2002 in [Doc] update installation.md and readme #22
• [Doc] fix a typo in installation.rst by @Cunxiao2002 in [Doc] fix a typo in installation.rst #24
• [Doc] Remove legacy files and update reference by @LeiWang1999 in [Doc] Remove legacy files and update reference #25
• [CI][Test] Add test cases for tilelang transform AnnotateDeviceRegions and MakePackedAPI by @LeiWang1999 in [CI][Test] Add test cases for tilelang transform AnnotateDeviceRegions and MakePackedAPI #26
• [Doc] Create a workflow to host docs using GitHub Pages. by @xwhzz in [Doc] Create a workflow to host docs using GitHub Pages. #28
• [CI][Test] Add test cases for tilelang transform InjectSoftwarePipeline and FrontendLegalize by @Cunxiao2002 in [CI][Test] Add test cases for tilelang transform InjectSoftwarePipeline and FrontendLegalize #30
• [Bugfix] Replace thread binding detector in LayoutInference Pass by @LeiWang1999 in [Bugfix] Replace thread binding detector in LayoutInference Pass #31
• [CI] Comprehensive Test cases Implementation of Matmul Dequantize by @LeiWang1999 in [CI] Comprehensive Test cases Implementation of Matmul Dequantize #32
• [Doc] Update GitHub Actions workflow for documentation deployment and add CNAME file. by @xwhzz in [Doc] Update GitHub Actions workflow for documentation deployment and add CNAME file. #33
• [Refactor] Simplify interface via replacing argument thread binding of intrinsics with KernelFrame.Current by @LeiWang1999 in [Refactor] Simplify interface via replacing argument thread binding of intrinsics with KernelFrame.Current #34
• [Bugfix] Reorder Passes: Place Vectorize Loop Before StorageFlatten and FlattenBuffer to Prevent Redundant Allocations by @LeiWang1999 in [Bugfix] Reorder Passes: Place Vectorize Loop Before StorageFlatten and FlattenBuffer to Prevent Redundant Allocations #37
• [Doc] Update documentation structure and content by @LeiWang1999 in [Doc] Update documentation structure and content #39
• [Doc][CI] Update GitHub Actions workflow for documentation build and deployment. by @xwhzz in [Doc][CI] Update GitHub Actions workflow for documentation build and deployment. #42
• [CI] Allow manual triggering of documentation workflow in addition to… by @xwhzz in [CI] Allow manual triggering of documentation workflow in addition to… #43
• [CI][Test] Add test cases for tilelang transform PipelinePlanning by @Cunxiao2002 in [CI][Test] Add test cases for tilelang transform PipelinePlanning #44
• [CI][Test] Add test cases for tilelang transform LayoutInference and LowerTileOp on loop tail split functionality by @tzj-fxz in [CI][Test] Add test cases for tilelang transform LayoutInference and LowerTileOp on loop tail split functionality #29
• [Debug] Introduce T.print for buffer and variables logging on frontend by @LeiWang1999 in [Debug] Introduce T.print for buffer and variables logging on frontend #45
• [CI] Change pull request trigger to pull_request_target for documen… by @xwhzz in [CI] Change pull request trigger to pull_request_target for documen… #48
• [Dev] Add FlashDecoding example by @chengyupku in [Dev] Add FlashDecoding example #46
• [Doc] update README that tilelang has been used in AttentionEngine by @smallscientist1 in [Doc] update README that tilelang has been used in AttentionEngine #50
• [Doc] Remove unnecessary layout annotation by @LeiWang1999 in [Doc] Remove unnecessary layout annotation #49
• [CI][Test] Add test cases for tilelang kernel convolution by @chengyupku in [CI][Test] Add test cases for tilelang kernel convolution #51
• [Dev] Implement test case for tilelang transformations by @LeiWang1999 in [Dev] Implement test case for tilelang transformations #53
• [CI][Test] Add test cases for tilelang kernel FlashAttention by @chengyupku in [CI][Test] Add test cases for tilelang kernel FlashAttention #54
• [CI][Test] Add test cases for element_add by @Cunxiao2002 in [CI][Test] Add test cases for element_add #47
• [CI] Clean up target repository before publishing documentation. by @xwhzz in [CI] Clean up target repository before publishing documentation. #55
• [CI][Test] Add test cases for tilelang transform ClusterPlanning by @chengyupku in [CI][Test] Add test cases for tilelang transform ClusterPlanning #57
• [Doc] Append debug relevant testing and documentations by @LeiWang1999 in [Doc] Append debug relevant testing and documentations #58
• [CI][Test] Add test cases for tilelang transform LowerHopperIntrin by @chengyupku in [CI][Test] Add test cases for tilelang transform LowerHopperIntrin #59
• [Doc] Add matmul kernel tutorial with tile library by @LeiWang1999 in [Doc] Add matmul kernel tutorial with tile library #60
• [Dev] Separate LoopVectorize Pass from upstream tvm by @LeiWang1999 in [Dev] Separate LoopVectorize Pass from upstream tvm #62
• [Dev] Support FP8 Codegen for cuda backend by @LeiWang1999 in [Dev] Support FP8 Codegen for cuda backend #64
• [Dev] Add test case for bfloat16 and int4 gemm with mma by @LeiWang1999 in [Dev] Add test case for bfloat16 and int4 gemm with mma #65
• [CI][Test] Add test cases for tilelang transform InjectFenceProxy by @chengyupku in [CI][Test] Add test cases for tilelang transform InjectFenceProxy #66
• [Tools] Introduce plot_layout to visualize the fragment layout by @LeiWang1999 in [Tools] Introduce plot_layout to visualize the fragment layout #68
• [Dev] Remove unnecessary python dependencies by @LeiWang1999 in [Dev] Remove unnecessary python dependencies #69
• [Carver] Introduce a tile-structure based cost model for auto tuning by @LeiWang1999 in [Carver] Introduce a tile-structure based cost model for auto tuning #70
• [Bugfix] bug fix for bitblas dependency by @LeiWang1999 in [Bugfix] bug fix for bitblas dependency #71
• [CI][Test] Add test cases for tilelang transform MultiVersionBuffer and WarpSpecialized by @chengyupku in [CI][Test] Add test cases for tilelang transform MultiVersionBuffer and WarpSpecialized #72
• [CostModel][Carver] Support Hint Recommend for Shared memory Kernel Fusion by @LeiWang1999 in [CostModel][Carver] Support Hint Recommend for Shared memory Kernel Fusion #73
• [Carver] Remove legacy todo items in carver's readme by @LeiWang1999 in [Carver] Remove legacy todo items in carver's readme #74
• [Dev] Add mha backward example by @chengyupku in [Dev] Add mha backward example #77
• [Release] Bump version into v0.1.0 by @LeiWang1999 in [Release] Bump version into v0.1.0 #76

New Contributors

• @xwhzz made their first contribution in [Doc] Use sphinx to generate docs. #21
• @Cunxiao2002 made their first contribution in [Doc] update installation.md and readme #22
• @tzj-fxz made their first contribution in [CI][Test] Add test cases for tilelang transform LayoutInference and LowerTileOp on loop tail split functionality #29
• @chengyupku made their first contribution in [Dev] Add FlashDecoding example #46
• @smallscientist1 made their first contribution in [Doc] update README that tilelang has been used in AttentionEngine #50

Full Changelog: v0.0.1...v0.1.0

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This discussion was created from the release v0.1.0.