[GitHub] [tvm] junrushao1994 opened a new issue, #12442: [Tracking Issue] TVMScript Metaprogramming

[GitBox <gi...@apache.org>]

junrushao1994 opened a new issue, #12442:
URL: https://github.com/apache/tvm/issues/12442

   This issue is to track progress for [[RFC-0079](https://github.com/apache/tvm-rfcs/blob/main/rfcs/0079-tvmscript-metaprogramming.md)] TVMScript Metaprogramming.
   
   Main author: @cyx-6 @yongwww.
   
   ## A. Fix bugs/issues revealed by the new parser
   
   - A1. TIR operations that are forgotten previously to be exposed to python
     - call_packed_lowered, call_cpacked_lowered
     - call_llvm_intrin, call_llvm_pure_intrin
     - tvm_load_matrix_sync, tvm_mma_sync, tvm_bmma_sync, tvm_fill_fragment, tvm_store_matrix_sync
     - ptx_mma, ptx_mma_sp, mma_store, mma_fill
     - ptx_ldmatrix, ptx_cp_async, ptx_commit_group, ptx_wait_group
     - tvm_stack_alloca, tvm_stack_make_shape, tvm_stack_make_array
     - tvm_tuple, tvm_struct_get, tvm_struct_set
     - tvm_thread_allreduce, tvm_access_ptr, tvm_throw_last_error, TVMBackendAllocWorkspace, TVMBackendFreeWorkspace
     - shift_left, shift_right
     - vectorlow, vectorhigh, vectorcombine
     - address_of, infinity, reinterpret, lookup_param, isnullptr
     - assume, undef, likely
   - A2. Fix precision issue in FFI converting int/float to PrimExpr
   - A3. Expose `ScriptComplete` in header
   - A4. Conversion `BufferRegion` to vectorized `BufferLoad`
   - A5. Bugfix on `dtype` in Cache-Read/Write
   - A6. Allow `tir.Buffer` => `BufferLoad`/`BufferRegion` conversion
   - A7. Wrong error checking logic
   - A8. Avoid `import *` in TIR tensor intrinsic registration
   
   ## B. IRBuilder
   
   - B1. Basic IRBuilder and generic `Frame`
   - B2. TIR IRBuilder: Block-related
   - B3. TIR IRBuilder: For-related
   - B4. TIR IRBuilder: PrimFunc-related
   - B5. TIR IRBuilder: Assert, Let, Realize, Evaluate, LaunchThread, EnvThread
   - B6. TIR IRBuilder: Prefetch, Attr, While, Allocate, AllocateConst, If/Then/Else, BufferStore
   
   ## C. Parser
   
   - C1. Doc AST
   - C2. Source and diagnostics
   - C3. Evaluator
   - C4. Dispatch, parser, var table
   - C5. Dispatch with `tvm.ir`
   - C6. Dispatch with `tvm.tir`
   


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[GitHub] [tvm] junrushao closed issue #12442: [Tracking Issue] TVMScript Metaprogramming

[GitBox <gi...@apache.org>]

junrushao closed issue #12442: [Tracking Issue] TVMScript Metaprogramming
URL: https://github.com/apache/tvm/issues/12442


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