# Team_EnigmaSquad_solution

Training Notebooks
step1.
[Training Notebook of Step 1](https://www.kaggle.com/code/shresthadatta/a-complete-notebook-dl-sprint-2-0-6ed2e5-a2e472?scriptVersionId=137746784)
step2.
[Training Notebook of Step 2](https://www.kaggle.com/code/kujiratora/notebookf45206090c/notebook)
step3.
[Training Notebook of Step 3](https://www.kaggle.com/code/kujiratora/fork-of-notebookf45206090c-01ccde/notebook)
step4.
[Training Notebook of Step 4](https://www.kaggle.com/code/shresthadatta/a-complete-notebook-dl-sprint-2-0-6ed2e5-a29f90/notebook)
step5.
[Training Notebook of Step 5](https://www.kaggle.com/code/shresthadatta/fork-of-a-complete-notebook-dl-sprint-2-0-6ed2e5/notebook?scriptVersionId=138932747)
step6.
[Training Notebook of Step 6](https://www.kaggle.com/code/shresthadatta/fork-of-a-complete-notebook-dl-sprint-2-0-6ed2e5/notebook?fbclid=IwAR3RXnTDluI_wtSdJFJ_mSnhgW8uGZ2U_uXlq8aQ0_C9_hCeY2SZC--CdnE)
Inference Notebook
[Inference Notebook Link](https://www.kaggle.com/code/shresthadatta/dl-sprint-2-0-inference-notebook/notebook)
Link to Weights
step1. None pretraining weights
step2.
[output weight of step1 and pretrained weight of step 2](https://www.kaggle.com/datasets/kujiratora/shrestha22k882)
step3.
[output weight of step2 and pretrained weight of step 3](https://www.kaggle.com/datasets/kujiratora/kujiratora44k8878)
step4.
[output weight of step3 and pretrained weight of step 4](https://www.kaggle.com/datasets/shresthadatta/kujiratora66k8884)
step5.
[output weight of step4 and pretrained weight of step 5](https://www.kaggle.com/datasets/shresthadatta/shrestha88k8887)
step6.
[output weight of step5 and pretrained weight of step 6](https://www.kaggle.com/datasets/shresthadatta/shrestha110k88894)
Final Submission Weight:
[final weights](https://www.kaggle.com/datasets/shresthadatta/shrestha115k8890)
Link to Paper
[Report](https://arxiv.org/abs/2308.10511)
Link to Presentation
[Presentation Slide Link](https://docs.google.com/presentation/d/1SxrG9Fm3Sodb5IaltHtUWfXOT2TAvJGcUdBnzWN1SKY/edit?usp=sharing)
Misc
[Final Submission Records with hyperparameters](https://docs.google.com/spreadsheets/d/1N3uk6FS9lC1nc5COUn-3J7WvtxNoIjgA_5wR1R8EFOU/edit?usp=sharing)