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Encountered Inconsistent Shapes Error When Converting a TensorFlow* Model into Intermediate Representation (IR)

Content Type: Troubleshooting | Article ID: 000091303 | Last Reviewed: 08/05/2022

Description Resolution Additional information

Description

Converted a Tensorflow* model using the command: mo --input_model ../models/middlebury_d400.pb --input_shape [1,352,704,6]
Encountered error: Shapes {1,96,192,400} and {1,1,96,192} are not consistent.

Resolution

Run Model Optimizer with additional parameter, --disable_nhwc_to_nchw that disables the default translation from NHWC to NCHW during the TensorFlow* model conversion.

Additional information

Refer to NHWC to NCHW Layout Change

Related Products

This article applies to 3 products.

Intel® Xeon Phi™ Processor Software OpenVINO™ toolkit Performance Libraries

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