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Add warning about future computation change for ConvTranspose with auto_pad #11984

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Merged
jcwchen merged 8 commits into from
Jun 29, 2022
Merged

Add warning about future computation change for ConvTranspose with auto_pad #11984

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99c47d8
Add warning about future computation change for Convtranspose with au…
jcwchen Jun 24, 2022
554e5bc
improve msg
jcwchen Jun 24, 2022
a7963cf
update TODO to make lint happy
jcwchen Jun 24, 2022
77f717a
update more contents for warning and add if
jcwchen Jun 24, 2022
9b10e52
valid was not infected
jcwchen Jun 24, 2022
cca0c01
move it into kernel registration
jcwchen Jun 29, 2022
b1d8430
parse auto_pad myself
jcwchen Jun 29, 2022
3b6fb87
try to use conv_transpose_attrs_.auto_pad directly
jcwchen Jun 29, 2022
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2 changes: 2 additions & 0 deletions onnxruntime/core/providers/cpu/nn/conv_transpose_attributes.h
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Original file line number Diff line number Diff line change
Expand Up @@ -176,6 +176,8 @@ struct ConvTransposeAttributes : public ConvAttributes {

void DistributePadding(AutoPadType pad_type, const int64_t& total_pad,
int64_t& pad_head, int64_t& pad_tail) const {
// TODO(jcwchen): #9740 ORT 1.13 will correct the logic by switching them to meet ONNX spec
LOGS_DEFAULT(WARNING) << "The pad result for SAME_UPPER and SAME_LOWER will be corrected in next ORT 1.13 release.";
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if (pad_type == AutoPadType::SAME_UPPER) { // pad more on head when total_pad is odd.
pad_head = total_pad - total_pad / 2;
pad_tail = total_pad / 2;
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