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Fix paddle.flops AttributeError #38850

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merged 4 commits into from
Jan 19, 2022
Merged

Fix paddle.flops AttributeError #38850

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0d34d21
Fix AttributeError when output y is a tuple which has no attribute 's…
yingyibiao Jan 10, 2022
e090a16
Add unit test for dynamic_flops with multiple outputs
yingyibiao Jan 18, 2022
9f0839e
Merge branch 'PaddlePaddle:develop' into flops
yingyibiao Jan 18, 2022
240a3dd
Add unit test for dynamic_flops with multiple outputs
yingyibiao Jan 18, 2022
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13 changes: 8 additions & 5 deletions python/paddle/hapi/dynamic_flops.py
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Original file line number Diff line number Diff line change
Expand Up @@ -181,7 +181,10 @@ def count_parameters(m, x, y):

def count_io_info(m, x, y):
m.register_buffer('input_shape', paddle.to_tensor(x[0].shape))
m.register_buffer('output_shape', paddle.to_tensor(y.shape))
if isinstance(y, (list, tuple)):
m.register_buffer('output_shape', paddle.to_tensor(y[0].shape))
else:
m.register_buffer('output_shape', paddle.to_tensor(y.shape))


register_hooks = {
Expand Down Expand Up @@ -258,8 +261,8 @@ def add_hooks(m):
for m in model.sublayers():
if len(list(m.children())) > 0:
continue
if set(['total_ops', 'total_params', 'input_shape',
'output_shape']).issubset(set(list(m._buffers.keys()))):
if {'total_ops', 'total_params', 'input_shape',
'output_shape'}.issubset(set(list(m._buffers.keys()))):
total_ops += m.total_ops
total_params += m.total_params

Expand All @@ -274,8 +277,8 @@ def add_hooks(m):
for n, m in model.named_sublayers():
if len(list(m.children())) > 0:
continue
if set(['total_ops', 'total_params', 'input_shape',
'output_shape']).issubset(set(list(m._buffers.keys()))):
if {'total_ops', 'total_params', 'input_shape',
'output_shape'}.issubset(set(list(m._buffers.keys()))):
table.add_row([
m.full_name(), list(m.input_shape.numpy()),
list(m.output_shape.numpy()), int(m.total_params),
Expand Down