Roadmap of Tilus v0.2

[yaoyaoding]

Tilus v0.2

• Support of Blackwell
  • Support TMA instructions
    [Instruction][TMA] Add TMA related instructions #46
  • Support tcgen05 instructions
    • alloc, dealloc, relinquish_alloc_permit
      [Instruction][tcgen05] Add alloc, dealloc and relinquish instructions #47
    • ld, st, wait
      [Instruction][tcgen05] Add load and store instructions #48
    • copy, commit
      [Instruction][tcgen05] Add copy and commit instruction #50
      [Bug] Fix the codegen of tcgen05.cp  #51
    • mma
      [Instruction][tcgen05] Add mma instruction #55
  • Layout system
    [Layout] Introduce layout for tensor memory tensor #80
    [Layout] Refactor the shared layout system #85
  • Support cluster launch control instructions
    [Instruction][CLC] Add cluster launch control (clc) instructions #68
  • GEMM
    [Example] Add a simple matmul example to use tcgen05.mma  #58
    [Example] Add example of blackwell matmul v1 #59
    [Example] Add example of blackwell matmul v2 #64
    [Example] Add example of blackwell matmul v3 #66
    [Example] Update the example v4 of blackwell matmul #75
    [Example] Add example of blackwell matmul v5 #81
    ...
  • Attention
  • Documentation and tutorials
• Support of Hopper
  • Support of wgmma insructions
    [Feature] wgmma instructions for Hopper #83
  • GEMM
    [Example] Pipelined matmul for hopper (w/o Warp specialization) #84
    ...
• Generate kernel library satisfying tvm-ffi ABI and use tvm-ffi as runtime.
  [TVM-FFI] Use TVM-FFI spec for generated library #53
• Support State construct in Tilus Script
  [Script] Add State for Tilus Script #71