[Dev] Comprehensive Testing Plan for CI Pipeline

[LeiWang1999]

Comprehensive test are required as many new features are coming soon.

Potential TODO Items :

• Test for basic operator implementations
• Test for TileLang Transformation Pass
• Test for basic components with TileLang
• CI Test scripts

CI workflow and scripts has been added via PR #12

PR #16 implement basic test case for tile language.

[LeiWang1999]

TODO List

Basic Operator Implementations

• Matrix Multiplication (@LeiWang1999 )
  • With K_Pack Attributes on ROCm
• Flash Attention (@chengyupku )
• Flash Linear Attention (@chengyupku )
• Convolution (@chengyupku )
• Matmul Dequantize (@LeiWang1999 )
  • The most simplified version
  • Cross thread and block-level programming interface
  • Ladder weight transform version
• Elementwise-Add (@Cunxiao2002 )

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Tests for TileLang Transformation Pass

• ClusterPlanning (@chengyupku )
• PipelinePlanning (@Cunxiao2002 )
• LayoutInference (@tzj-fxz )
• LowerTileOp (@tzj-fxz )
• InjectSoftwarePipeline (@Cunxiao2002 )
• FrontendLegalize (@Cunxiao2002 )
• LowerHopperIntrin (@chengyupku )
• MultiVersionBuffer (@chengyupku )
• WarpSpecialized (@chengyupku )
• InjectFenceProxy (@chengyupku )
• LegalizeVectorizedLoop (@LeiWang1999 )
• LegalizeSafeMemoryAccess (@LeiWang1999 )
• MakePackedAPI (@LeiWang1999 )
• AnnotateDeviceRegions (@LeiWang1999 )

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Basic Components with TileLang

• JIT (@LeiWang1999 )
• AutoTune (@LeiWang1999 )

[tzj-fxz]

PR #29 is for tests on LayoutInference about LoopTailSplit.