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[Frontend][Tensorflow] Fix TF 1.15 conv2d_transpose parsing #6589

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Oct 11, 2020
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[Frontend][Tensorflow] Fix TF 1.15 conv2d_transpose parsing #6589

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8ce610c
Fix conv2d_transpose parsing in Tensorflow frontend for TF 1.15
jtuyls Sep 29, 2020
0daa52d
Add comments and convolution tests without AddShapesToGraphDef
jtuyls Sep 30, 2020
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12 changes: 10 additions & 2 deletions python/tvm/relay/frontend/tensorflow.py
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Original file line number Diff line number Diff line change
Expand Up @@ -302,7 +302,11 @@ def _impl(inputs, attr, params, mod):
)
attr["data_format"] = "NCHW"

if opname == "conv_transpose" and len(attr["_output_shapes"]) > 0:
if (
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opname == "conv_transpose"
and len(attr["_output_shapes"]) > 0
and attr["_output_shapes"][0]
):
tmp_shape = attr["_output_shapes"][0]
tmp_shape = [tmp_shape[ii] for ii in (0, 3, 1, 2)]
attr["_output_shapes"][0] = tmp_shape
Expand Down Expand Up @@ -385,7 +389,11 @@ def _impl(inputs, attr, params, mod):
kernel_h, kernel_w = attr["kernel_shape"]

pdata_shape = input_shape
if opname == "conv_transpose" and len(attr["_output_shapes"]) > 0:
if (
opname == "conv_transpose"
and len(attr["_output_shapes"]) > 0
and attr["_output_shapes"][0]
):
pdata_shape = attr["_output_shapes"][0]

if attr["data_format"] == "NHWC":
Expand Down