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Fix Linear layer bytes #4

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Fix Linear layer bytes #4

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6 changes: 3 additions & 3 deletions pyprof/prof/linear.py
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Original file line number Diff line number Diff line change
Expand Up @@ -181,14 +181,14 @@ def bytesFlops(self):
if self.op_ == "linear":
if self.dir == "fprop":
f = m * n * k * 2
b = m * n + m * k + n * k * Utility.typeToBytes(self.type)
b = (m * n + m * k + n * k) * Utility.typeToBytes(self.type)
elif self.dir == "bprop":
if self.sub == 0: #dgrad (most likely)
f = m * n * k * 2
b = m * n + m * k + n * k * Utility.typeToBytes(self.type)
b = (m * n + m * k + n * k) * Utility.typeToBytes(self.type)
elif self.sub == 1: #wgrad (most likely)
f = m * n * k * 2
b = m * n + m * k + n * k * Utility.typeToBytes(self.type)
b = (m * n + m * k + n * k) * Utility.typeToBytes(self.type)
else:
#This happens when there are additional kernels for reduction
f = 0
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