guan404ming opened a new pull request, #18447:
URL: https://github.com/apache/tvm/pull/18447

   ## Related
   - #18429
   
   ## Why
   
   - Previously only extracted upper bounds, discarding lower bound information
   - Enables better memory planning and optimization with full range [min, max]
   
   ## How
   
   - Extract both tir_var_lower_bound and tir_var_upper_bound from PyTorch 
`ExportedProgram.range_constraints`
   - Update C++ transforms (static_plan_block_memory.cc, 
adjust_matmul_order.cc) to use lower bounds
   - Default: lower=0 if not specified, upper=INT64_MAX if not specified


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