Insights: apache/tvm

40 Pull requests merged by 18 people

• [Unity][Frontend] Add relax onnx importer and tests

  #14999 merged Jun 10, 2023

• [Unity] Add an API to create multiple kv caches with single allocation

  #15064 merged Jun 10, 2023

• [BYOC] Add GEMM kernel from FasterTransformer as submodule

  #15046 merged Jun 10, 2023

• [Unity] Add hexp for compute capacity <= 5.2

  #15070 merged Jun 10, 2023

• [TIR] Handle DeclBuffer in LowerCustomDatatypes

  #15041 merged Jun 10, 2023

• [TIR] Handle DeclBuffer in Inline/ComputeAt/ReverseComputeAt

  #15038 merged Jun 10, 2023

• [TIR][Analysis] Handle DeclBuffer in FlopEstimator

  #15052 merged Jun 10, 2023

• [CI] Clone submodule recursively

  #15062 merged Jun 9, 2023

• [TOPI][Adreno] Fix problem with ceil_log2

  #15061 merged Jun 9, 2023

• Revert "[CI] Make Graviton3 default AArch64 job runner node (#14983)"

  #15065 merged Jun 9, 2023

• [Unity][NN] Allow nn.Placeholder/Parameter prior to BlockBuilder

  #15025 merged Jun 9, 2023

• [Bugfix][Relay][keras] Fix the bug about the attribute 'output_padding' in Deconv

  #15060 merged Jun 8, 2023

• [TIR] Handle DeclBuffer in StorageRewrite

  #15051 merged Jun 8, 2023

• [CI] Make Graviton3 default AArch64 job runner node

  #14983 merged Jun 8, 2023

• [Bugfix][CI] Fix CacheControl version constraint violation

  #15056 merged Jun 8, 2023

• [TIR] [Schedule] Fix decompose_padding bug with dtypes

  #15050 merged Jun 8, 2023

• [TIR] Refactor BlockScope outside schedule

  #15034 merged Jun 8, 2023

• [TIR] Handle DeclBuffer in IRSubstitute

  #15054 merged Jun 8, 2023

• [TIR] Move SplitHostDevice to before MakePackedAPI

  #14986 merged Jun 8, 2023

• [#14992][DOC][TUTORIAL] Fix typo for the 'Making your Hardware Accelerator TVM-ready with UMA'

  #15055 merged Jun 8, 2023

• [Unity][BYOC] Cache cuBlasLt handle with thread entry

  #15030 merged Jun 7, 2023

• [Docker] Update ci_cpu docker image to one containing polly package f…

  #15031 merged Jun 7, 2023

• [TIR] Handle DeclBuffer in StorageFlatten's input

  #15042 merged Jun 7, 2023

• [StackVM] Updated CodeGenStackVM to handle DeclBuffer

  #15036 merged Jun 7, 2023

• [Vulkan] Allow DeclBuffer in CodeGenSPIRV

  #15035 merged Jun 7, 2023

• [TIR] Preserve object equality in Buffer::GetFlattenedBuffer

  #15040 merged Jun 7, 2023

• [Unity] Cutlass attention with dynamic sequence length

  #15028 merged Jun 6, 2023

• [Unity] Allow name_hint in additional locations

  #15027 merged Jun 6, 2023

• [BYOC] Hide internal cutlass symbols

  #15029 merged Jun 6, 2023

• [Build] Fix missing virtual destructor in SIBuilder

  #15022 merged Jun 5, 2023

• [Unity][FIX] add init file to `relax.backend.contrib`

  #15023 merged Jun 5, 2023

• [Frontend][Paddle] [PaddlePaddle Hackathon 4]add attribute support for gaussian_random/softplus/Conv3d/Conv2d

  #14801 merged Jun 5, 2023

• [Frontend][Paddle] [PaddlePaddle Hackathon 4] add convert support for tanhshrink/pool3d/set_value ops for paddle frontend

  #14973 merged Jun 5, 2023

• [OpenCLML] Reactor and introduce on chip memory and memory planner

  #14922 merged Jun 5, 2023

• Fix type parse error about AdaptiveMaxPool

  #15016 merged Jun 4, 2023

• [ONNX] Fix bug in scatter_elements

  #15017 merged Jun 4, 2023

• [TOPI] Fix dynamic dimensions support for Dense on TOPI side

  #15018 merged Jun 4, 2023

• [TIR] Enhance TVMScript Buffer Slice Access

  #14693 merged Jun 4, 2023

• [TIR] Handle callees on same target, different codegen

  #14988 merged Jun 4, 2023

• [TIR] Keep trivial LetStmt in tir.Simplify when used in buffer decl

  #14951 merged Jun 4, 2023

17 Pull requests opened by 10 people

• [Unity] Added bounds checking on TupleGetItem index

  #15024 opened Jun 5, 2023

• [Unity] Provide FuncStructInfo from `bb.emit_te`

  #15026 opened Jun 5, 2023

• [AOT] Remove duplication in tvm.testing.aot.compile_models

  #15032 opened Jun 6, 2023

• [AOT] Avoid Var-to-Var Let binding in AOTExecutorCodegen

  #15033 opened Jun 6, 2023

• [TIR] Handle DeclBuffer in CacheReadWrite schedule primitive

  #15037 opened Jun 6, 2023

• [TIR][USMP] Preserve DeclBuffer in PoolAllocationToOffsetConverter

  #15044 opened Jun 6, 2023

• [TIR] Handle DeclBuffer in InjectDoubleBuffer

  #15045 opened Jun 6, 2023

• [Unity][Relax] Generalize CSE to work outside DataflowBlocks

  #15047 opened Jun 6, 2023

• [Bugfix][Relay][Keras] Fix the wrong implementation logic about cropping2D

  #15053 opened Jun 7, 2023

• [QNN] Implement quantized avg_pool2d

  #15057 opened Jun 7, 2023

• [OpenCL][Texture] Improved texture memory planning

  #15058 opened Jun 7, 2023

• [CMSIS-NN] Update CMSIS-NN release to v4.1.0

  #15059 opened Jun 7, 2023

• [microNPU][ETHOSU] Fix CopyComputeReordering pass arguments

  #15063 opened Jun 8, 2023

• [Docker] Migrate arm docker image to use llvm packages

  #15067 opened Jun 9, 2023

• [Relay] Improve the optimization of clip in simplify expr pass

  #15068 opened Jun 9, 2023

• [microNPU][ETHOSU] Fix Softmax activation parameters

  #15069 opened Jun 9, 2023

• [#15043][Docs] Updated the copyright year from 2020 to 2023

  #15071 opened Jun 10, 2023

1 Issue closed by 1 person

• [Docs] a misspelling in "User Tutorial>Making your Hardware Accelerator TVM-ready with UMA"

  #14992 closed Jun 9, 2023

7 Issues opened by 6 people

• [Bug] [TFLite] AttributeError: 'ResizeBilinearOptions' object has no attribute 'HalfPixelCenters'

  #15066 opened Jun 9, 2023

• [Bug] [TVMScript] Progress hang on lowerTE during build dynamic Relay IR caused by endless ReprPrintTIR.

  #15048 opened Jun 7, 2023

• [Docs] You should update your copyright year from 2020

  #15043 opened Jun 6, 2023

• [Bug] Installing python on Docker image fails due to require-hashes violation

  #15039 opened Jun 6, 2023

• [Bug][TFLite] KeyError: 14 when loading a TFLite model with ConvLSTM2D layer

  #15021 opened Jun 4, 2023

• [Bug][TFLite] Paddings in space-to-batch transformation can be an expr

  #15020 opened Jun 4, 2023

• [BUG] [Relay] PlanDevices Pass Failure when Two Operators with Different Target Devices Share the Same Input

  #15019 opened Jun 4, 2023

13 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [TIR][Compute-at] Enable complex floordiv/floormod expressions in compute_at

  #14854 commented on Jun 9, 2023 • 2 new comments

• [topi] Add `arm_cpu` specific pooling schedules

  #14855 commented on Jun 6, 2023 • 2 new comments

• [VOTE] Establish TVM Unity Connection Technical Strategy

  #12651 commented on Jun 7, 2023 • 1 new comment

• [docs] Some tutorials are missing

  #13766 commented on Jun 9, 2023 • 1 new comment

• [Tracking Issue][UX][Unity] Private annotations in TVMScipt

  #14899 commented on Jun 9, 2023 • 1 new comment

• [Driver] Single-module lowering flow in driver_api.cc

  #14985 commented on Jun 10, 2023 • 1 new comment

• [Vulkan] Add im2col wmma implementation for CHW direct conv2d

  #15011 commented on Jun 8, 2023 • 1 new comment

• [MetaSchedule] Introduce MMA Tensor Core Multilevel Tiling

  #14673 commented on Jun 7, 2023 • 0 new comments

• [TIR] Require buffer declaration (DeclBuffer) before use

  #14778 commented on Jun 6, 2023 • 0 new comments

• [TIR] Support PrimFunc-to-PrimFunc calls with primitive arguments

  #14862 commented on Jun 10, 2023 • 0 new comments

• [ETHOSU][MicroNPU][Pass] Add a pass to replicate pads

  #14909 commented on Jun 9, 2023 • 0 new comments

• [target] Use native architecture for `llvm` target

  #14981 commented on Jun 6, 2023 • 0 new comments

• [Bugfix][TVMC] Fix tvmc option for printing which operators are offloaded to the Ethos-U

  #14994 commented on Jun 7, 2023 • 0 new comments