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Check whether param name is manually set when input is a sequence in fc layer #4389

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merged 7 commits into from
Nov 3, 2017
Merged

Check whether param name is manually set when input is a sequence in fc layer #4389

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8dc382e
Check whether param name is manually set when input is a sequence in …
will-am Sep 26, 2017
a378db3
fix style issue
will-am Sep 26, 2017
0e6c96a
Merge remote-tracking branch 'upstream/develop' into fix-4388
will-am Sep 28, 2017
0d79e97
Refine the log message in fc layer
will-am Nov 2, 2017
e65960e
Merge remote-tracking branch 'upstream/develop' into fix-4388
will-am Nov 2, 2017
aaed474
Merge remote-tracking branch 'upstream/develop' into fix-4388
will-am Nov 3, 2017
5c80d1b
Merge remote-tracking branch 'upstream/develop' into fix-4388
will-am Nov 3, 2017
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14 changes: 14 additions & 0 deletions python/paddle/trainer_config_helpers/layers.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1047,6 +1047,13 @@ def fc_layer(input,
if isinstance(param_attr, collections.Sequence):
assert len(input) == len(param_attr)
else:
if "parameter_name" in param_attr.attr and len(input) > 1:
logger.fatal(
"When the name field of param_attr is manually specified "
"and the input is a list, the param_attr should also be a "
"list with each item being the param_attr for each input "
"item. If only one named param_attr is provided, all the "
"input items would share this parameter.")
param_attr = [copy.deepcopy(param_attr) for _ in range(len(input))]

assert isinstance(input, collections.Sequence)
Expand Down Expand Up @@ -4877,6 +4884,13 @@ def selective_fc_layer(input,
if isinstance(param_attr, collections.Sequence):
assert len(input) == len(param_attr)
else:
if "parameter_name" in param_attr.attr and len(input) > 1:
logger.fatal(
"When the name field of param_attr is manually specified "
"and the input is a list, the param_attr should also be a "
"list with each item being the param_attr for each input "
"item. If only one named param_attr is provided, all the "
"input items would share this parameter.")
param_attr = [copy.deepcopy(param_attr) for _ in range(len(input))]

assert isinstance(input, collections.Sequence)
Expand Down