fix CRITICAL overflow and underflow issue in PE.scala #315
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dongdong1203 wants to merge 1 commit intoucb-bar:masterfrom
Open
fix CRITICAL overflow and underflow issue in PE.scala #315dongdong1203 wants to merge 1 commit intoucb-bar:masterfrom
dongdong1203 wants to merge 1 commit intoucb-bar:masterfrom
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I have found that MacUnit implemented on pull #265 causes overflows and underflows inside the mesh when the supported dataflow of gemmini is
dataflow=Dataflow.WS.This issue does not occur when the supported dataflow is
dataflow=Dataflow.BOTH.The cause is as follows:
The bitwidth of
MacUnit.io.in_cis set tocTypewhen thedataflow=Dataflow.WS,where
val cType = if (df == Dataflow.WS) inputType else accType.MacUnit.io.in_cis the "Partial Sum (from PE above)" of the PE. This net needs width equal to beaccTypeof gemmini,in order to prevent overflows and underflows of partial sums.
So I have changed the width of
MacUnit.io.in_cto be same asaccType.And another interesting observation was that, built-in baremetal examples of matmul usually had no issues with the faulty code. This was because the random inputs and weight of the baremetal codes had too small absolute values to cause any overflows or underflows.
I suggest improving the random number generation of the baremetal codes a bit.