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[quant][graph] Update dynamic quant tests to use new qconfig #35451

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[quant][graph] Update dynamic quant tests to use new qconfig #35451

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ccd208f
[quant][graph] Update dynamic quant tests to use new qconfig
supriyar Mar 26, 2020
a4ebc38
Update on "[quant][graph] Update dynamic quant tests to use new qconfig"
supriyar Mar 26, 2020
a8f88e7
Update on "[quant][graph] Update dynamic quant tests to use new qconfig"
supriyar Mar 26, 2020
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10 changes: 5 additions & 5 deletions test/test_quantize_script.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@

from torch.quantization._quantize_script import script_qconfig
from torch.quantization._quantize_script import prepare_dynamic_script
from torch.quantization import default_qconfig
from torch.quantization import default_dynamic_qconfig

from torch.testing._internal.common_utils import run_tests
from torch.testing import FileCheck
Expand All @@ -21,13 +21,13 @@ def forward(self, x):
return self.fc(x)

m = torch.jit.script(M())
m = prepare_dynamic_script(m, {'': script_qconfig(default_qconfig)})
m = prepare_dynamic_script(m, {'': script_qconfig(default_dynamic_qconfig)})

# for input of FC for dynamic quant
assert len(attrs_with_prefix(m, '_observer_')) == 1
# for weight
assert len(attrs_with_prefix(m.fc, '_observer_')) == 1
FileCheck().check('Observer = prim::GetAttr[name="_observer_') \
FileCheck().check('DynamicQuantObserver = prim::GetAttr[name="_observer_') \
.check('prim::GetAttr[name="fc"]') \
.check('prim::CallMethod') \
.check_not('Observer = prim::GetAttr[name="_observer_') \
Expand All @@ -54,7 +54,7 @@ def forward(self, x):

m = torch.jit.script(M())
# only quantize child module.
m = prepare_dynamic_script(m, {'sub.fc': script_qconfig(default_qconfig)})
m = prepare_dynamic_script(m, {'sub.fc': script_qconfig(default_dynamic_qconfig)})

# input of sub for dynamic quant
assert len(attrs_with_prefix(m, '_observer_')) == 1
Expand All @@ -66,7 +66,7 @@ def forward(self, x):
assert len(attrs_with_prefix(m.sub.fc, '_observer_')) == 1
FileCheck().check('prim::GetAttr[name="sub') \
.check('prim::CallMethod') \
.check('Observer = prim::GetAttr[name="_observer_') \
.check('DynamicQuantObserver = prim::GetAttr[name="_observer_') \
.check('prim::CallMethod') \
.check_not('Observer = prim::GetAttr[name="_observer_') \
.run(m.graph)
Expand Down