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junyi
Beginner
73 Views

What is the difference between loading frozen or non-frozen model

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Model Optimizer supports loading frozen or non-frozen models

python3 mo_tf.py --input_model <INPUT_MODEL>.pb
python3 mo_tf.py --input_model <INFERENCE_GRAPH>.pb 
                 --input_checkpoint <INPUT_CHECKPOINT>

My question is what is the difference between each other, will it impact the accuracy or inference time ?

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Severine_H_Intel
Employee
73 Views

Dear Junyi, 

it will not impact accuracy or performance time. It only allows easing the user experience in the TF mode importation. Before, you would have to freeze yourself the model with a TF script. Now, it is included.

Best, 

Severine

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1 Reply
Severine_H_Intel
Employee
74 Views

Dear Junyi, 

it will not impact accuracy or performance time. It only allows easing the user experience in the TF mode importation. Before, you would have to freeze yourself the model with a TF script. Now, it is included.

Best, 

Severine

View solution in original post