## Hyper-Parameter Setting for Modles

### Common Settings
   - DATASET: choose the dataset
        > dsprites, shapes3d, mpi3d_toy
   - PROEJCT_NAME & ENTITY
        > set your wandb account
   - CG: choose combinatorial generalization tasks
        > r2e: for R2E task
        > r2r: for R2R task
   - LATENT_DIM: set latent dimension size
        > 6 for shapes3d dataset and 10 for dsprites or mpi3d_toy
   
### Settings of Each Models

   - $\beta$-VAE
        >BETA: {1.0, 2.0, 10.0}
   - $\beta$-TCVAE
        >BETA: {1.0, 2.0, 10.0}
   - VAE-MAGA
        >BETA: {1.0, 10.0}
   - CMCS (GT)
        >ALPHA: {100.0, 1000.0}
        >GAMMA: {1.0, 10.0}
        >LAMBDA: {0.1, 1.0}
        >NTH_ROOT: {1,000}
   - CMCS (SP)
        >ALPHA: {100.0, 1000.0}
        >BETA: {1.0, 2.0}
        >GAMMA: {1.0, 10.0}
        >LAMBDA: {0.1, 1.0}
        >NTH_ROOT: {1,000}
     

    