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).

 

 

Attachments:

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