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CelebA dataset and Code for implementing pruning with keras and sparse weight with structural pruning

INSTRUCTIONS TO CANDIDATES
ANSWER ALL QUESTIONS

Requirement:

I will provide the CelebA dataset and Code for implementing pruning with keras and sparse weight with structural pruning. 

Important Note: Implementing pruning with keras and implementing pruning with sparse should do each separately and also need to find the size separately. 

Kindly implement the above pruning technique in the inception V3 model. 

I will also provide implemented inception V3 file using CelebA dataset. 

Most Important requirement is that I need all the output without any errors. 

 

Attachments:

1. https://www.kaggle.com/datasets/jessicali9530/celeba-dataset. 

The dataset can be downloaded from the above link.

 

 (For Your Reference: The dataset contains the above files)

2. Need to apply the pruning with keras and sparse weights using structural pruning on the below inception V3.

https://www.tensorflow.org/model_optimization/guide/pruning/pruning_with_keras. (Note: This is the code for implementing the pruning with keras. Need to find the size of the model).

https://www.tensorflow.org/model_optimization/guide/pruning/pruning_with_sparsity_2_by_4.  

(Note: This is the code to implement sparse weight using structural pruning. Need to find the size of the model).

 

 

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