When we want to do some advanced optimization like `register blocking` the goal you want to achieve , TVM codegen can not handle it very well. My experience is 1. write micro gemm like `4x4` or `8x8` and then tensorize 2. try, try and try different schedule and find one combination to match your expectation, it is very painful. Maybe tensorir like @junrushao1994 mentioned could solve it better, but I don't think it could solve this low level fine-grained control problem completely.
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