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Title: v0.1.0 · microsoft/BitBLAS · Discussion #287 · GitHub

Open Graph Title: v0.1.0 · microsoft/BitBLAS · Discussion #287

X Title: v0.1.0 · microsoft/BitBLAS · Discussion #287

Description: v0.1.0

Open Graph Description: What's Changed fix typos by @xzyaoi in #23 [Kernel] Extend Fast Decoding to UINT2 + QZeros by @LeiWang1999 in #25 [FP8] Support FP8 MatrixCore Code gen and related test by @LeiWang1999 in #29 [FP8]...

X Description: What's Changed fix typos by @xzyaoi in #23 [Kernel] Extend Fast Decoding to UINT2 + QZeros by @LeiWang1999 in #25 [FP8] Support FP8 MatrixCore Code gen and related test by @LeiWang1999 in #29 [...

Opengraph URL: https://github.com/microsoft/BitBLAS/discussions/287

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Jan 31, 2025 https://github.com/microsoft/BitBLAS/discussions/287#discussion-7898402
@xzyaoihttps://github.com/xzyaoi
fix typos #23https://github.com/microsoft/BitBLAS/pull/23
@LeiWang1999https://github.com/LeiWang1999
[Kernel] Extend Fast Decoding to UINT2 + QZeros #25https://github.com/microsoft/BitBLAS/pull/25
@LeiWang1999https://github.com/LeiWang1999
[FP8] Support FP8 MatrixCore Code gen and related test #29https://github.com/microsoft/BitBLAS/pull/29
@LeiWang1999https://github.com/LeiWang1999
[FP8] Improve tensor adapter to support fp8 conversion between torch and numpy  #30https://github.com/microsoft/BitBLAS/pull/30
@LeiWang1999https://github.com/LeiWang1999
[Bug] Improve the Default Config Value and fix a Bug for TensorCore Config with Small shapes #32https://github.com/microsoft/BitBLAS/pull/32
@LeiWang1999https://github.com/LeiWang1999
[BUG] Make sure the torch tensor is contiguous  #34https://github.com/microsoft/BitBLAS/pull/34
@LeiWang1999https://github.com/LeiWang1999
[BitNet] Disable accelerate for BitNET #36https://github.com/microsoft/BitBLAS/pull/36
@LeiWang1999https://github.com/LeiWang1999
[FP8] Support Weight Dequantize FP16xFP8_E4M3 #42https://github.com/microsoft/BitBLAS/pull/42
@LeiWang1999https://github.com/LeiWang1999
[DEV][FP8] Improve e4m3 decoding #43https://github.com/microsoft/BitBLAS/pull/43
@LeiWang1999https://github.com/LeiWang1999
[Target] Improve TVM Target related items #45https://github.com/microsoft/BitBLAS/pull/45
@LeiWang1999https://github.com/LeiWang1999
[BUGFix] Fix UINT/INT8 dequantize implementation and optimize the schedule template for float32 accum #46https://github.com/microsoft/BitBLAS/pull/46
@LeiWang1999https://github.com/LeiWang1999
[Feature] Enhancing MatmulOps with Splitk Support #48https://github.com/microsoft/BitBLAS/pull/48
@LeiWang1999https://github.com/LeiWang1999
[Dev] Bump Version to dev0.8 and fix issue INT8xINT2 #49https://github.com/microsoft/BitBLAS/pull/49
@LeiWang1999https://github.com/LeiWang1999
[Dev] Improve General Matmul With Splitk #50https://github.com/microsoft/BitBLAS/pull/50
@LeiWang1999https://github.com/LeiWang1999
[Dev] Bump Version to 0.0.1.dev9 #51https://github.com/microsoft/BitBLAS/pull/51
@LeiWang1999https://github.com/LeiWang1999
[Dev] Fix GEMV Dynamic Scheduling with Splitk #52https://github.com/microsoft/BitBLAS/pull/52
@LeiWang1999https://github.com/LeiWang1999
[BugFix] Fix a bug in Static shape build #53https://github.com/microsoft/BitBLAS/pull/53
@LeiWang1999https://github.com/LeiWang1999
[Dev] Fix a but within FP8 E4M3 Fast Decoding #54https://github.com/microsoft/BitBLAS/pull/54
@tzj-fxzhttps://github.com/tzj-fxz
[Dev] Issue#24: FIx a bug of repack AutoGPTQ quantized parameters #57https://github.com/microsoft/BitBLAS/pull/57
@Qubitiumhttps://github.com/Qubitium
[FIX] GPU detection in multigpu env and OEM A100 not matching TVM #58https://github.com/microsoft/BitBLAS/pull/58
@Qubitiumhttps://github.com/Qubitium
[FIX] Must validate ENV settings or wrong gpu selected by nvidia-smi  #59https://github.com/microsoft/BitBLAS/pull/59
@Qubitiumhttps://github.com/Qubitium
Fix gpu model missing from tvm target remap #61https://github.com/microsoft/BitBLAS/pull/61
@LeiWang1999https://github.com/LeiWang1999
[Dev] Potentially improve performance through block reduction #63https://github.com/microsoft/BitBLAS/pull/63
@LeiWang1999https://github.com/LeiWang1999
[Readme] Update support matrix in README #67https://github.com/microsoft/BitBLAS/pull/67
@LeiWang1999https://github.com/LeiWang1999
[Dev] Move bitblas package to the project root #68https://github.com/microsoft/BitBLAS/pull/68
@LeiWang1999https://github.com/LeiWang1999
[Dev] Refactor scripts based on our new directory structure #69https://github.com/microsoft/BitBLAS/pull/69
@LeiWang1999https://github.com/LeiWang1999
[Dev] Refactor testing scripts and fix security issues #72https://github.com/microsoft/BitBLAS/pull/72
@LeiWang1999https://github.com/LeiWang1999
[CI] Auto Format Checking and test checking. #73https://github.com/microsoft/BitBLAS/pull/73
@LeiWang1999https://github.com/LeiWang1999
[Fix] Fix Bitblas Relax relevant pass and test #74https://github.com/microsoft/BitBLAS/pull/74
@LeiWang1999https://github.com/LeiWang1999
[CI] Edit the notify setting in our CI #76https://github.com/microsoft/BitBLAS/pull/76
@LeiWang1999https://github.com/LeiWang1999
[Dev] Move Relax Pass from testing to integration #77https://github.com/microsoft/BitBLAS/pull/77
@LeiWang1999https://github.com/LeiWang1999
[Dev] Refactor the ops script implementation with SE #78https://github.com/microsoft/BitBLAS/pull/78
@LeiWang1999https://github.com/LeiWang1999
[Dev] Fix a bug in general matmul ops with zero #79https://github.com/microsoft/BitBLAS/pull/79
@LeiWang1999https://github.com/LeiWang1999
[Dev] Append Efficient CUDA test for low precision batch decoding #80https://github.com/microsoft/BitBLAS/pull/80
@LeiWang1999https://github.com/LeiWang1999
[Dev] Refactor Backend Dispatch and Kernel Wrap Related Design #83https://github.com/microsoft/BitBLAS/pull/83
@LeiWang1999https://github.com/LeiWang1999
[Dev] Refactor Modeling BitNet to support vLLM quant linear #84https://github.com/microsoft/BitBLAS/pull/84
@janEberthttps://github.com/janEbert
Fix database path default #85https://github.com/microsoft/BitBLAS/pull/85
@tzj-fxzhttps://github.com/tzj-fxz
[Issue 62] flexible whl for different cuda version #86https://github.com/microsoft/BitBLAS/pull/86
@bibo-msfthttps://github.com/bibo-msft
Limiting parallel jobs for local build #88https://github.com/microsoft/BitBLAS/pull/88
@LeiWang1999https://github.com/LeiWang1999
[Dev] Bump version to 0.0.1.dev13 #87https://github.com/microsoft/BitBLAS/pull/87
@LeiWang1999https://github.com/LeiWang1999
[Dev] Feature Improves for bitnet and block reduction #92https://github.com/microsoft/BitBLAS/pull/92
@LeiWang1999https://github.com/LeiWang1999
[Dev] Bug fix within block reduce schedule template #93https://github.com/microsoft/BitBLAS/pull/93
@LeiWang1999https://github.com/LeiWang1999
[Dev] Fix a correctness issue when block reduce is applied with pipeline stage #94https://github.com/microsoft/BitBLAS/pull/94
@LeiWang1999https://github.com/LeiWang1999
[Dev] Transform 3rdparty tvm from bitblas into bitblas_tl #95https://github.com/microsoft/BitBLAS/pull/95
@LeiWang1999https://github.com/LeiWang1999
[Dev] Append CUTLASS submodule #96https://github.com/microsoft/BitBLAS/pull/96
@LeiWang1999https://github.com/LeiWang1999
[Dev] Add Basic Benchmark Implementation for operators #98https://github.com/microsoft/BitBLAS/pull/98
@LeiWang1999https://github.com/LeiWang1999
[Dev] Improve benchmark scripts #99https://github.com/microsoft/BitBLAS/pull/99
@LeiWang1999https://github.com/LeiWang1999
Fix virtual env issue for our benchmark workflow #101https://github.com/microsoft/BitBLAS/pull/101
@LeiWang1999https://github.com/LeiWang1999
[BUG Fix] Add missing checkout statements in benchmark workflow #102https://github.com/microsoft/BitBLAS/pull/102
@LeiWang1999https://github.com/LeiWang1999
Update benchmark.yml #103https://github.com/microsoft/BitBLAS/pull/103
@LeiWang1999https://github.com/LeiWang1999
[BUG Fix] remove ref assignments of the pr commit #104https://github.com/microsoft/BitBLAS/pull/104
@Qubitiumhttps://github.com/Qubitium
Ref GPTQModel for 3rd support/integration #106https://github.com/microsoft/BitBLAS/pull/106
@LeiWang1999https://github.com/LeiWang1999
[Dev] Complete benchmark op sets of ci  #100https://github.com/microsoft/BitBLAS/pull/100
@LeiWang1999https://github.com/LeiWang1999
[Dev] Remove Redundant Dynamic Shared Memory sync #107https://github.com/microsoft/BitBLAS/pull/107
@LeiWang1999https://github.com/LeiWang1999
[Dev] Enhancing Lower Warp Memory Pass to support decode within warp memory #110https://github.com/microsoft/BitBLAS/pull/110
@LeiWang1999https://github.com/LeiWang1999
[Dev] Enhance Lower Warp memory to support multi stage tensorization #111https://github.com/microsoft/BitBLAS/pull/111
@LeiWang1999https://github.com/LeiWang1999
Refactor benchmark yml to disable alters on issue #113https://github.com/microsoft/BitBLAS/pull/113
@LeiWang1999https://github.com/LeiWang1999
[Dev] Enhance LOP3 Instruction Registration to support incoming warp level lop3 instructions #114https://github.com/microsoft/BitBLAS/pull/114
@LeiWang1999https://github.com/LeiWang1999
[Dev] Merge BlockReduce with naive schedule template #119https://github.com/microsoft/BitBLAS/pull/119
@LeiWang1999https://github.com/LeiWang1999
[Dev] Implement ScheduleUnsafeInjectCallArgument Primitive to Hack decoding #124https://github.com/microsoft/BitBLAS/pull/124
@LeiWang1999https://github.com/LeiWang1999
[Fix][Dev] Typo fix for our workflow and enhance lop3 decode to support scaling #125https://github.com/microsoft/BitBLAS/pull/125
@LeiWang1999https://github.com/LeiWang1999
[Dev] Convert the quant compress from numpy into tvm runtime #126https://github.com/microsoft/BitBLAS/pull/126
@xysmlxhttps://github.com/xysmlx
Update documents #129https://github.com/microsoft/BitBLAS/pull/129
@LeiWang1999https://github.com/LeiWang1999
[Dev] Refactor the weight transformation to support upcoming stage3 transform #130https://github.com/microsoft/BitBLAS/pull/130
@LeiWang1999https://github.com/LeiWang1999
[Dev] Bring Block Reduction into our seach space and policy #132https://github.com/microsoft/BitBLAS/pull/132
@LeiWang1999https://github.com/LeiWang1999
Fix retrieve head commit in benchmark #134https://github.com/microsoft/BitBLAS/pull/134
@LeiWang1999https://github.com/LeiWang1999
[Integration] Upload tutorial for making a bitnet ckpt for vLLM #135https://github.com/microsoft/BitBLAS/pull/135
@LeiWang1999https://github.com/LeiWang1999
[Typo] Fix missing links in the bitnet integration's docs #136https://github.com/microsoft/BitBLAS/pull/136
@xysmlxhttps://github.com/xysmlx
fix BitNet integration for vLLM #137https://github.com/microsoft/BitBLAS/pull/137
@xysmlxhttps://github.com/xysmlx
fix BitNet integration for vLLM #139https://github.com/microsoft/BitBLAS/pull/139
@LeiWang1999https://github.com/LeiWang1999
[Dev] Set default weight transformation into Ladder Stage3 LDMatrixTransform #133https://github.com/microsoft/BitBLAS/pull/133
@LeiWang1999https://github.com/LeiWang1999
[Dev] Disable Block reduction for int8 by default #140https://github.com/microsoft/BitBLAS/pull/140
@LeiWang1999https://github.com/LeiWang1999
[Dev] BUG Fix for bitnet integration #141https://github.com/microsoft/BitBLAS/pull/141
@LeiWang1999https://github.com/LeiWang1999
[Feature] Register Missing FastDecoding for INT8xINT4 #142https://github.com/microsoft/BitBLAS/pull/142
@LeiWang1999https://github.com/LeiWang1999
[BUG Fix] Fix the NVCC Comple options for CUDA Version >= 12.5 #143https://github.com/microsoft/BitBLAS/pull/143
@LeiWang1999https://github.com/LeiWang1999
[Integration] Compress Gateup and QKV for bitnet integration #144https://github.com/microsoft/BitBLAS/pull/144
@LeiWang1999https://github.com/LeiWang1999
[Enhancement] Improve elementwise schedule via vectorization #145https://github.com/microsoft/BitBLAS/pull/145
@LeiWang1999https://github.com/LeiWang1999
[Dev] Add LowerAllReduce Pass to support cross thread Reduction lowering #146https://github.com/microsoft/BitBLAS/pull/146
@LeiWang1999https://github.com/LeiWang1999
[Fix] Fix scale and zero scopes for scale only template #147https://github.com/microsoft/BitBLAS/pull/147
@LeiWang1999https://github.com/LeiWang1999
[Dev] Support Numeric Precision BFloat16 as activation type #148https://github.com/microsoft/BitBLAS/pull/148
@LeiWang1999https://github.com/LeiWang1999
[Version] Bump Version to 0.0.1.dev15 #149https://github.com/microsoft/BitBLAS/pull/149
@LeiWang1999https://github.com/LeiWang1999
[Dev] Serialize Generated Kernel Name with Operator Config and Hint #153https://github.com/microsoft/BitBLAS/pull/153
@LeiWang1999https://github.com/LeiWang1999
[BUG] Set Device when kernel be applied into Multiple GPUs. #155https://github.com/microsoft/BitBLAS/pull/155
@LeiWang1999https://github.com/LeiWang1999
[Benchmark] Fast Decoding Benchmark #158https://github.com/microsoft/BitBLAS/pull/158
@LeiWang1999https://github.com/LeiWang1999
[BUGFix] Disable tensorcore when shape is really small #159https://github.com/microsoft/BitBLAS/pull/159
@LeiWang1999https://github.com/LeiWang1999
[BUGFix] Resgiter missing FP8 LDMATRIX Instructions for dynamic shared memory #162https://github.com/microsoft/BitBLAS/pull/162
@LeiWang1999https://github.com/LeiWang1999
[Docs] Update install command from github repo #163https://github.com/microsoft/BitBLAS/pull/163
@LeiWang1999https://github.com/LeiWang1999
[BugFix] Fix BitBLAS Linear with BFloat16 input #164https://github.com/microsoft/BitBLAS/pull/164
@LeiWang1999https://github.com/LeiWang1999
[BUGFix] Fix LowerThreadAllReduce Pass for Hopper Arch #165https://github.com/microsoft/BitBLAS/pull/165
@LeiWang1999https://github.com/LeiWang1999
[Dev] Enhance Thread Sync Injector for Stream-K Implementation #166https://github.com/microsoft/BitBLAS/pull/166
@LeiWang1999https://github.com/LeiWang1999
[Dev] Revert Hack impl for memory caching #167https://github.com/microsoft/BitBLAS/pull/167
@LeiWang1999https://github.com/LeiWang1999
[TL] Update several TL Examples #168https://github.com/microsoft/BitBLAS/pull/168
@LeiWang1999https://github.com/LeiWang1999
[TL] Enhance Layout Annotate Pass to handle PTX Inst #170https://github.com/microsoft/BitBLAS/pull/170
@dependabothttps://github.com/dependabot
chore(deps): bump actions/download-artifact from 3 to 4.1.7 in /.github/workflows #175https://github.com/microsoft/BitBLAS/pull/175
@LeiWang1999https://github.com/LeiWang1999
[TL] Add TL Layout and Macro utils #174https://github.com/microsoft/BitBLAS/pull/174
@LeiWang1999https://github.com/LeiWang1999
[TL] Support GEMM_SS Macro to perform gemm directly from shared memory #176https://github.com/microsoft/BitBLAS/pull/176
@LeiWang1999https://github.com/LeiWang1999
[TL] Inject Storage Sync Scope Automatically for TL #177https://github.com/microsoft/BitBLAS/pull/177
@LeiWang1999https://github.com/LeiWang1999
[TL] Allow T.clear be applied on a "local" Buffer and improve L2 Swizzle #178https://github.com/microsoft/BitBLAS/pull/178
@LeiWang1999https://github.com/LeiWang1999
[TL] Enhance TL to import customized c headers #179https://github.com/microsoft/BitBLAS/pull/179
@LeiWang1999https://github.com/LeiWang1999
[Dev] Bug fix for Block Reduce Template and improve TL #183https://github.com/microsoft/BitBLAS/pull/183
@LeiWang1999https://github.com/LeiWang1999
[BugFix] Disable 8bit TensorCore for SM Version lower than 80 #185https://github.com/microsoft/BitBLAS/pull/185
@LeiWang1999https://github.com/LeiWang1999
[Dev] Dequante SIMT Matmul Implementation. #188https://github.com/microsoft/BitBLAS/pull/188
@LeiWang1999https://github.com/LeiWang1999
[Dev] Improve Dequant performance on CUDA Simt #189https://github.com/microsoft/BitBLAS/pull/189
@LeiWang1999https://github.com/LeiWang1999
[TL] Append Macro Test Case for GEMM and Dequant GEMM #190https://github.com/microsoft/BitBLAS/pull/190
@LeiWang1999https://github.com/LeiWang1999
[TL] Add example usage/test case for Dynamic Symbolic #191https://github.com/microsoft/BitBLAS/pull/191
@tzj-fxzhttps://github.com/tzj-fxz
[BugFix]Fix llvm install bug #193https://github.com/microsoft/BitBLAS/pull/193
@LeiWang1999https://github.com/LeiWang1999
[Test] Add Thread Level Macro Dequantize Gemm Test Cases #194https://github.com/microsoft/BitBLAS/pull/194
@LeiWang1999https://github.com/LeiWang1999
[TL][BugFix] Add implementation of TL Gemm and Fix a bug for TL Jit #195https://github.com/microsoft/BitBLAS/pull/195
@tzj-fxzhttps://github.com/tzj-fxz
[TL] test flashattention script #196https://github.com/microsoft/BitBLAS/pull/196
@LeiWang1999https://github.com/LeiWang1999
[TL][BugFix] Disable Buffer Vectorization and Add OP Related TL Test Cases #197https://github.com/microsoft/BitBLAS/pull/197
@LeiWang1999https://github.com/LeiWang1999
[TL] Wrap TL Kernel with Scheduler #199https://github.com/microsoft/BitBLAS/pull/199
@LeiWang1999https://github.com/LeiWang1999
[Dev][TL] Add TL BaseScheduler and Library Generator #200https://github.com/microsoft/BitBLAS/pull/200
@LeiWang1999https://github.com/LeiWang1999
[Dev][TL] Hardware Aware Tuning Examples with TL #201https://github.com/microsoft/BitBLAS/pull/201
@tzj-fxzhttps://github.com/tzj-fxz
[TL] initial implement flashattention op in TL #202https://github.com/microsoft/BitBLAS/pull/202
@LeiWang1999https://github.com/LeiWang1999
[Dev] Enhance Operator Cache to support multi-thread environments #205https://github.com/microsoft/BitBLAS/pull/205
@LeiWang1999https://github.com/LeiWang1999
[TL] Adapt TL Hardware-aware Search Space with Roller #207https://github.com/microsoft/BitBLAS/pull/207
@tzj-fxzhttps://github.com/tzj-fxz
[TL] [Doc] add flash attention usage document #210https://github.com/microsoft/BitBLAS/pull/210
@LeiWang1999https://github.com/LeiWang1999
[Dev] Add support and test case for Ladder Weight only Transformation Matmul Operator #212https://github.com/microsoft/BitBLAS/pull/212
@LeiWang1999https://github.com/LeiWang1999
[Dev][TL] Merge Hopper and Pipeline Modifications #213https://github.com/microsoft/BitBLAS/pull/213
@LeiWang1999https://github.com/LeiWang1999
[Dev][TL] Integrate TL Dequant Implementation into BitBLAS OPs #214https://github.com/microsoft/BitBLAS/pull/214
@tzj-fxzhttps://github.com/tzj-fxz
[TL] [Issue215] add simplify pass for TL and test script, fixing issue #216https://github.com/microsoft/BitBLAS/pull/216
@LeiWang1999https://github.com/LeiWang1999
[Bugfix] Enhance LowerAsyncCopy Pass to handle INT8 dma copy with predicate  #219https://github.com/microsoft/BitBLAS/pull/219
@LeiWang1999https://github.com/LeiWang1999
[Dev] Disable smooth layout rewrite for buffer store in some case #220https://github.com/microsoft/BitBLAS/pull/220
@LeiWang1999https://github.com/LeiWang1999
[Dev][TL] Enhance TL Paser to support flexible tile lang kernel implementation #222https://github.com/microsoft/BitBLAS/pull/222
@LeiWang1999https://github.com/LeiWang1999
[Dev][TL] Implement Tile Language Dequant Matmul and Test Case #224https://github.com/microsoft/BitBLAS/pull/224
@tzj-fxzhttps://github.com/tzj-fxz
[Issue 192] Tail split support for dynamic matmul #227https://github.com/microsoft/BitBLAS/pull/227
@LeiWang1999https://github.com/LeiWang1999
[Dev][TL] Following updates of Tile Language Backend #226https://github.com/microsoft/BitBLAS/pull/226
@LeiWang1999https://github.com/LeiWang1999
[Dev] Add some tests and examples #228https://github.com/microsoft/BitBLAS/pull/228
@LeiWang1999https://github.com/LeiWang1999
[AMD][HIP] Add HIP Code Generation with Block Primitives from Composable kernel Tile #223https://github.com/microsoft/BitBLAS/pull/223
@LeiWang1999https://github.com/LeiWang1999
[Dev][Bugfix] Add target argument and remove override register for hip callback compile #229https://github.com/microsoft/BitBLAS/pull/229
@LeiWang1999https://github.com/LeiWang1999
[Bugfix] Fix build bug due to submodule update #230https://github.com/microsoft/BitBLAS/pull/230
@LeiWang1999https://github.com/LeiWang1999
[Dev] Support Tile Lang INT8xINT8 TensorCore Macro #231https://github.com/microsoft/BitBLAS/pull/231
@LeiWang1999https://github.com/LeiWang1999
[Dev][TL] Implement MMA INT4 Tensor Core and Correctness Test Case. #232https://github.com/microsoft/BitBLAS/pull/232
@LeiWang1999https://github.com/LeiWang1999
[Dev][BitNET] Implement INT4xINT2 GEMM #233https://github.com/microsoft/BitBLAS/pull/233
@LeiWang1999https://github.com/LeiWang1999
[Dev][Bitnet] Implement Operator with INT4xINT4/INT2 #234https://github.com/microsoft/BitBLAS/pull/234
@LeiWang1999https://github.com/LeiWang1999
[Dev] Update News in Readme  #235https://github.com/microsoft/BitBLAS/pull/235
@LeiWang1999https://github.com/LeiWang1999
[Dev] Enhance TileLang Backend and fix a bug for INT4xINT2 #236https://github.com/microsoft/BitBLAS/pull/236
@LeiWang1999https://github.com/LeiWang1999
[DEV][TL] Support AMD Matrix Code Implementation #237https://github.com/microsoft/BitBLAS/pull/237
@LeiWang1999https://github.com/LeiWang1999
[Dev][HIP] Fix MFMA Codegen #238https://github.com/microsoft/BitBLAS/pull/238
@LeiWang1999https://github.com/LeiWang1999
[CI] Disable Benchmark workflow due to github action v4 updates #239https://github.com/microsoft/BitBLAS/pull/239
@LeiWang1999https://github.com/LeiWang1999
[Dev] Enhance Infra for ROCM #240https://github.com/microsoft/BitBLAS/pull/240
@Cunxiao2002https://github.com/Cunxiao2002
[Dev][AMD] Add AMD CDNA Arch #225https://github.com/microsoft/BitBLAS/pull/225
@LeiWang1999https://github.com/LeiWang1999
[Dev] Fix some lint issues #241https://github.com/microsoft/BitBLAS/pull/241
@LeiWang1999https://github.com/LeiWang1999
[Dev][Relax] Update Bitblas end2end tuning example with relax #242https://github.com/microsoft/BitBLAS/pull/242
@LeiWang1999https://github.com/LeiWang1999
[Dev] Fix illegal pass order #243https://github.com/microsoft/BitBLAS/pull/243
@emmanuel-ferdmanhttps://github.com/emmanuel-ferdman
[Docs] update the contributing's table of contents #245https://github.com/microsoft/BitBLAS/pull/245
@LeiWang1999https://github.com/LeiWang1999
[Dev][AMD] Implement LDS Async Copy for CDNA Arch #246https://github.com/microsoft/BitBLAS/pull/246
@LeiWang1999https://github.com/LeiWang1999
[Dev][AMD] Support LDS and Flash Attention for AMD Backend #247https://github.com/microsoft/BitBLAS/pull/247
@LeiWang1999https://github.com/LeiWang1999
[AMD][TL] Introduce K Pack and a Conflict Free swizzling into Matrix Core #248https://github.com/microsoft/BitBLAS/pull/248
@LeiWang1999https://github.com/LeiWang1999
[BUGFix] Introduce our own asser_close to allow few mismatch elements for some case #249https://github.com/microsoft/BitBLAS/pull/249
@LeiWang1999https://github.com/LeiWang1999
[Dev][AMD] Implement conditional async load for AMD HIP Backend #250https://github.com/microsoft/BitBLAS/pull/250
@LeiWang1999https://github.com/LeiWang1999
[BUGFix] Fix MatmulDequantize with FP4 Format #254https://github.com/microsoft/BitBLAS/pull/254
@LeiWang1999https://github.com/LeiWang1999
[Dev] Enhance Backend Abstraction for TileLang  #255https://github.com/microsoft/BitBLAS/pull/255
@LeiWang1999https://github.com/LeiWang1999
[Docker] Add Dockerfile to set up the application environment #260https://github.com/microsoft/BitBLAS/pull/260
@LeiWang1999https://github.com/LeiWang1999
[Relax] Fix end2end tuning for relax graph #261https://github.com/microsoft/BitBLAS/pull/261
@LeiWang1999https://github.com/LeiWang1999
[Dev] Refactor codebase to save import time #262https://github.com/microsoft/BitBLAS/pull/262
@LeiWang1999https://github.com/LeiWang1999
[Enhancement][TileLang] Introduce Pass LegalizeSafeMemoryAccess to auto protect memory access by Injecting IfThenElse Node #267https://github.com/microsoft/BitBLAS/pull/267
@LeiWang1999https://github.com/LeiWang1999
[TileLang][Dev] Enhance Layout Inference Pass to infer with complex parallel primitives #268https://github.com/microsoft/BitBLAS/pull/268
@LeiWang1999https://github.com/LeiWang1999
[Dev] Migrate default backend from tir into tilelang #270https://github.com/microsoft/BitBLAS/pull/270
@LeiWang1999https://github.com/LeiWang1999
[Dev] Fallback NF format to TIR backend as TileLang implementation is not currently supported. #272https://github.com/microsoft/BitBLAS/pull/272
@LeiWang1999https://github.com/LeiWang1999
[Dev] Implement TileLang NF Format Dequantize #273https://github.com/microsoft/BitBLAS/pull/273
@LeiWang1999https://github.com/LeiWang1999
[Release] Bump version to 0.1.0 #274https://github.com/microsoft/BitBLAS/pull/274
@LeiWang1999https://github.com/LeiWang1999
[Bugfix] Fix Mismatched Retnet LinearAttention Layout  #275https://github.com/microsoft/BitBLAS/pull/275
@LeiWang1999https://github.com/LeiWang1999
[Bugfix] Fix correctness issue for float16xuint1 with fast dequantize #277https://github.com/microsoft/BitBLAS/pull/277
@LeslinDhttps://github.com/LeslinD
Fix: Remove composable_kernel include from setup.py #279https://github.com/microsoft/BitBLAS/pull/279
@senlyu163https://github.com/senlyu163
[Bugfix] Fix VERSION FileNotFoundError bugs via pip installation #285https://github.com/microsoft/BitBLAS/pull/285
@senlyu163https://github.com/senlyu163
[Doc] Move Torch Tensors to GPU #286https://github.com/microsoft/BitBLAS/pull/286
@xzyaoihttps://github.com/xzyaoi
fix typos #23https://github.com/microsoft/BitBLAS/pull/23
@tzj-fxzhttps://github.com/tzj-fxz
[Dev] Issue#24: FIx a bug of repack AutoGPTQ quantized parameters #57https://github.com/microsoft/BitBLAS/pull/57
@Qubitiumhttps://github.com/Qubitium
[FIX] GPU detection in multigpu env and OEM A100 not matching TVM #58https://github.com/microsoft/BitBLAS/pull/58
@janEberthttps://github.com/janEbert
Fix database path default #85https://github.com/microsoft/BitBLAS/pull/85
@dependabothttps://github.com/dependabot
chore(deps): bump actions/download-artifact from 3 to 4.1.7 in /.github/workflows #175https://github.com/microsoft/BitBLAS/pull/175
@Cunxiao2002https://github.com/Cunxiao2002
[Dev][AMD] Add AMD CDNA Arch #225https://github.com/microsoft/BitBLAS/pull/225
@emmanuel-ferdmanhttps://github.com/emmanuel-ferdman
[Docs] update the contributing's table of contents #245https://github.com/microsoft/BitBLAS/pull/245
@LeslinDhttps://github.com/LeslinD
Fix: Remove composable_kernel include from setup.py #279https://github.com/microsoft/BitBLAS/pull/279
@senlyu163https://github.com/senlyu163
[Bugfix] Fix VERSION FileNotFoundError bugs via pip installation #285https://github.com/microsoft/BitBLAS/pull/285
v0.0.1dev...v0.1.0https://github.com/microsoft/BitBLAS/compare/v0.0.1dev...v0.1.0
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