ganslate-team/ganslate

Test

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project_dir: "./projects/nki_cervix_cbct_to_ct"
use_cuda: True
n_iters: 200000
n_iters_decay: 0
batch_size: 1

logging:
checkpoint_dir: ./checkpoints/cbct_ex3/
wandb:
project: "NKI_CBCT_CT"
log_freq: 50
checkpoint_freq: 10000

dataset:
name: "CBCTtoCTDataset"
root: /home/rt/workspace_suraj/cervix_resampled
hounsfield_units_range: [-1024, 2048]
num_workers: 4
patch_size: [32, 32, 32]

gan:
name: "PiCycleGAN"

generator:
name: Vnet3D
in_channels: 1
use_memory_saving: False
use_inverse: True
is_separable: False
down_blocks: [2, 2, 3]
up_blocks: [3, 3, 3]

discriminator:
name: "PatchGAN3D"
n_layers: 2
in_channels: 1

optimizer:
lambda_A: 25.0
lambda_B: 25.0
lambda_identity: 0.0
lambda_inverse: 0.0
proportion_ssim: 0.84
lr_D: 0.0001
lr_G: 0.0002