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Dv04 / Vision_Transformer

A project based on Vision Transformer for Image Regression
MIT License
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Optimize Model Parameters using Grid Search/Random Search #4

Open Dv04 opened 1 year ago

Dv04 commented 1 year ago

Implement Grid Search or Random Search to find the optimal hyperparameters for the Vision Transformer model. Ensure the following:

Search Range: Define a comprehensive search range for each hyperparameter. Validation: Utilize a validation set to evaluate different hyperparameter combinations. Parallel Execution: If possible, enable parallel execution to expedite the search process. Result Visualization: Visualize the results to analyze the performance of different hyperparameter combinations. Documentation: Document the search process, the chosen hyperparameters, and their impact on the model's performance.

AriC-21 commented 1 year ago

Hey @Dv04, Can you please assign this to me?

Dv04 commented 1 year ago

Hey @AriC-21, As you are already assigned once in this repository, I can assign you to this issue after you have completed the previous one only. Thanks for your help to this project.

Gauthamyaramasa commented 1 year ago

Hey @Dv04 , Could you assign this to me please?

Dv04 commented 1 year ago

Hey @Gauthamyaramasa, We would like to work with you. Just a question before that, Have you ever health with ViT enough to implement a Grid Search or Random Search? Or worked with Grid Search or Random search enough to implement it in ViT?