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train_vae.sh
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#!/bin/bash\
### DeepCAD VAE Training ###
python vae.py --data data_process/deepcad_parsed \
--train_list data_process/deepcad_data_split_6bit_surface.pkl \
--val_list data_process/deepcad_data_split_6bit.pkl \
--option surface --gpu 0 --env deepcad_vae_surf --train_nepoch 400 --data_aug
python vae.py --data data_process/deepcad_parsed \
--train_list data_process/deepcad_data_split_6bit_edge.pkl \
--val_list data_process/deepcad_data_split_6bit.pkl \
--option edge --gpu 0 --env deepcad_vae_edge --train_nepoch 400 --data_aug
### ABC VAE Training ###
python vae.py --data data_process/abc_parsed \
--train_list data_process/abc_data_split_6bit_surface.pkl \
--val_list data_process/abc_data_split_6bit.pkl \
--option surface --gpu 0 --env abc_vae_surf --train_nepoch 200 --data_aug
python vae.py --data data_process/abc_parsed \
--train_list data_process/abc_data_split_6bit_edge.pkl \
--val_list data_process/abc_data_split_6bit.pkl \
--option edge --gpu 0 --env abc_vae_edge --train_nepoch 200 --data_aug
### Furniture VAE Training (fintune) ###
python vae.py --data data_process/furniture_parsed \
--train_list data_process/furniture_data_split_6bit_surface.pkl \
--val_list data_process/furniture_data_split_6bit.pkl \
--option surface --gpu 0 --env furniture_vae_surf --train_nepoch 200 --finetune \
--weight proj_log/deepcad_vae_surf.pt
python vae.py --data data_process/furniture_parsed \
--train_list data_process/furniture_data_split_6bit_edge.pkl \
--val_list data_process/furniture_data_split_6bit.pkl \
--option edge --gpu 0 --env furniture_vae_edge --train_nepoch 200 --finetune \
--weight proj_log/deepcad_vae_edge.pt