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[ACL] Enable int8 data type in pooling operators #13488

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Merged
lhutton1 merged 3 commits into from
Nov 28, 2022
Merged

[ACL] Enable int8 data type in pooling operators #13488

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175355a
[ACL] Enable int8 data type in pooling operators
leandron Nov 25, 2022
d349736
Update tests/python/contrib/test_arm_compute_lib/test_pooling.py
leandron Nov 28, 2022
ec10c02
Update tests/python/contrib/test_arm_compute_lib/test_pooling.py
leandron Nov 28, 2022
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6 changes: 3 additions & 3 deletions python/tvm/relay/op/contrib/arm_compute_lib.py
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Original file line number Diff line number Diff line change
Expand Up @@ -267,7 +267,7 @@ def check_qnn_dense(extract):

def check_avg_pool2d(extract):
"""Check average pool2d pattern is supported by ACL."""
if extract.attrs.dtype != "uint8":
if extract.attrs.dtype not in ("uint8", "int8"):
return False
pool = extract.args[0]
if pool.args[0].attrs.dtype != "int32":
Expand Down Expand Up @@ -439,7 +439,7 @@ def max_pool2d(expr):
if attrs.layout != "NHWC":
return False
typ = args[0].checked_type
if typ.dtype not in ["float32", "uint8"]:
if typ.dtype not in ["float32", "uint8", "int8"]:
return False
return check_dilation(attrs)

Expand Down Expand Up @@ -467,7 +467,7 @@ def global_max_pool2d(expr):
"""Check if the external ACL codegen for gloval_maxpool2d should be used."""
attrs, args = expr.attrs, expr.args
typ = args[0].checked_type
if typ.dtype not in ["float32", "uint8"]:
if typ.dtype not in ["float32", "uint8", "int8"]:
return False
if attrs.layout != "NHWC":
return False
Expand Down
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