CELL-E_2_HPA_640 / nucleus_vqgan.yaml
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model:
base_learning_rate: 4.5e-06
target: taming.models.vqgan.VQModel
params:
image_key: nucleus
ckpt_path:
embed_dim: 256
n_embed: 512
ddconfig:
double_z: false
z_channels: 256
resolution: 256
in_channels: 1
out_ch: 1
ch: 128
ch_mult:
- 1
- 1
- 2
- 2
- 4
num_res_blocks: 2
attn_resolutions:
- 16
dropout: 0.0
lossconfig:
target: taming.modules.losses.vqperceptual.VQLPIPSWithDiscriminator
params:
disc_conditional: false
disc_in_channels: 1
disc_start: 50000
disc_weight: 0.2
codebook_weight: 1.0