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Fix division range estimation error in simplifier #6244
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Division a/b assumes maximum values when b is close to 0. Account for that when estimating the range for a/b when 0 belongs to the estimated range for b. Assume that a division by zero cannot happen in a valid program, so in such cases treat the range for b as a union [b.min_value, -1] u [1, b.max_value]
tqchen
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Aug 11, 2020
Thanks @kparzysz-quic ! |
wjliu1998
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Aug 13, 2020
Division a/b assumes maximum values when b is close to 0. Account for that when estimating the range for a/b when 0 belongs to the estimated range for b. Assume that a division by zero cannot happen in a valid program, so in such cases treat the range for b as a union [b.min_value, -1] u [1, b.max_value]
trevor-m
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Aug 26, 2020
Division a/b assumes maximum values when b is close to 0. Account for that when estimating the range for a/b when 0 belongs to the estimated range for b. Assume that a division by zero cannot happen in a valid program, so in such cases treat the range for b as a union [b.min_value, -1] u [1, b.max_value]
trevor-m
pushed a commit
to trevor-m/tvm
that referenced
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Aug 26, 2020
Division a/b assumes maximum values when b is close to 0. Account for that when estimating the range for a/b when 0 belongs to the estimated range for b. Assume that a division by zero cannot happen in a valid program, so in such cases treat the range for b as a union [b.min_value, -1] u [1, b.max_value]
trevor-m
pushed a commit
to trevor-m/tvm
that referenced
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Aug 26, 2020
Division a/b assumes maximum values when b is close to 0. Account for that when estimating the range for a/b when 0 belongs to the estimated range for b. Assume that a division by zero cannot happen in a valid program, so in such cases treat the range for b as a union [b.min_value, -1] u [1, b.max_value]
trevor-m
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that referenced
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Sep 2, 2020
Division a/b assumes maximum values when b is close to 0. Account for that when estimating the range for a/b when 0 belongs to the estimated range for b. Assume that a division by zero cannot happen in a valid program, so in such cases treat the range for b as a union [b.min_value, -1] u [1, b.max_value]
trevor-m
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to neo-ai/tvm
that referenced
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Sep 3, 2020
Division a/b assumes maximum values when b is close to 0. Account for that when estimating the range for a/b when 0 belongs to the estimated range for b. Assume that a division by zero cannot happen in a valid program, so in such cases treat the range for b as a union [b.min_value, -1] u [1, b.max_value]
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Division
a/b
assumes maximum values whenb
is close to0
. Account for that when estimating the range fora/b
when0
belongs to the estimated range forb
.Assume that a division by zero cannot happen in a valid program, so in such cases treat the range for
b
as a union[b.min_value, -1] u [1, b.max_value]
.