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Fix dynamic axes for ONNX models #1187

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Merged
merged 3 commits into from
Jun 30, 2020
Merged

Fix dynamic axes for ONNX models #1187

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d160954
String shapes are placeholders for dynamic axes
RobertLucian Jun 29, 2020
be23c20
Remove comment as well
RobertLucian Jun 29, 2020
9b6bb2c
Merge branch 'master' into fix/onnx-dynamic-axes
RobertLucian Jun 30, 2020
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3 changes: 1 addition & 2 deletions pkg/workloads/cortex/lib/client/onnx.py
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Original file line number Diff line number Diff line change
Expand Up @@ -111,8 +111,7 @@ def transform_to_numpy(input_pyobj, input_metadata, model_name):

try:
for idx, dim in enumerate(target_shape):
# dynamic_axes implies that a given dimension can have any size
if type(dim) is str and "dynamic_axes" in dim:
if type(dim) is str:
target_shape[idx] = -1
elif type(dim) is not int:
target_shape[idx] = 1
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