DL-Final Project -636
Team Details:
- Ishaan Singh Rawal
- Praroop Chanda For any assistance in running the code, please contact: - [email protected] [email protected] README:
- To perform hyperparameter tuning using Ray Tune, execute the job files located in the Ray_Tune_Hyperparameter folder. The files are named in the following format:
MyJobRaytune_{Model_Name}_{Optimizer}.sh
- To Train and validate the code on best tuned hyperparameters, execute job files located in best_job_runs folder. The files are named in the following format:
MyJob{Model_Name}bestlr{Optimizer}.sh
- To evaluate/Test the code, execute job files located in Eval_Job_Runs folder. The files are named in the following format:
EvalJob_{Model_Name}_{Optimizer}.sh
HereÕs how to use them:
- Replace {Model_Name} with the desired model name.
- Replace {Optimizer} with the optimizer of your choice.
*** The Training code is available in the Clip1.py file present inside in the iSogCLR>bimodal_exps folder. *** The code used for hyper-parameter tuning is raytune_eval_search.py present inside iSogCLR>bimodal_exps folder. *** The clip_train folder contains the json files for training and validation sets.
Link to Pickle file - https://drive.google.com/file/d/1PRy0jNMSTYXJRBwl47RXU-5ijjZoRV1L/view?usp=sharing