[Bug] Inconsistent Results between Direct Optimization and Sequential Optimization in TVM #16870
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needs-triage
PRs or issues that need to be investigated by maintainers to find the right assignees to address it
type: bug
When applying optimization passes in TVM, there is a discrepancy in the results between directly applying opt_a(opt_b(mod)) and using a sequential optimization approach, where seq_ab = tvm.ir.transform.Sequential([opt_a, opt_b]) and seq_ba = tvm.ir.transform.Sequential([opt_b, opt_a]) are used.
Additionally, this issue seems to occur specifically when one of the optimizations is
FakeQuantizationToInteger
.Actual behavior
Both structure and inference results of two mods which are applied optimizations by two ways are inconsistent.
Traceback information:
Environment
Steps to reproduce
Triage
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