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model: | |
base_learning_rate: 4.5e-06 | |
target: taming.models.cond_transformer.Net2NetTransformer | |
params: | |
cond_stage_key: objects_bbox | |
transformer_config: | |
target: taming.modules.transformer.mingpt.GPT | |
params: | |
vocab_size: 8192 | |
block_size: 348 # = 256 + 92 = dim(vqgan_latent_space,16x16) + dim(conditional_builder.embedding_dim) | |
n_layer: 40 | |
n_head: 16 | |
n_embd: 1408 | |
embd_pdrop: 0.1 | |
resid_pdrop: 0.1 | |
attn_pdrop: 0.1 | |
first_stage_config: | |
target: taming.models.vqgan.VQModel | |
params: | |
ckpt_path: /path/to/coco_epoch117.ckpt # https://heibox.uni-heidelberg.de/f/78dea9589974474c97c1/ | |
embed_dim: 256 | |
n_embed: 8192 | |
ddconfig: | |
double_z: false | |
z_channels: 256 | |
resolution: 256 | |
in_channels: 3 | |
out_ch: 3 | |
ch: 128 | |
ch_mult: | |
- 1 | |
- 1 | |
- 2 | |
- 2 | |
- 4 | |
num_res_blocks: 2 | |
attn_resolutions: | |
- 16 | |
dropout: 0.0 | |
lossconfig: | |
target: taming.modules.losses.DummyLoss | |
cond_stage_config: | |
target: taming.models.dummy_cond_stage.DummyCondStage | |
params: | |
conditional_key: objects_bbox | |
data: | |
target: main.DataModuleFromConfig | |
params: | |
batch_size: 6 | |
train: | |
target: taming.data.annotated_objects_coco.AnnotatedObjectsCoco | |
params: | |
data_path: data/coco_annotations_100 # substitute with path to full dataset | |
split: train | |
keys: [image, objects_bbox, file_name, annotations] | |
no_tokens: 8192 | |
target_image_size: 256 | |
min_object_area: 0.00001 | |
min_objects_per_image: 2 | |
max_objects_per_image: 30 | |
crop_method: random-1d | |
random_flip: true | |
use_group_parameter: true | |
encode_crop: true | |
validation: | |
target: taming.data.annotated_objects_coco.AnnotatedObjectsCoco | |
params: | |
data_path: data/coco_annotations_100 # substitute with path to full dataset | |
split: validation | |
keys: [image, objects_bbox, file_name, annotations] | |
no_tokens: 8192 | |
target_image_size: 256 | |
min_object_area: 0.00001 | |
min_objects_per_image: 2 | |
max_objects_per_image: 30 | |
crop_method: center | |
random_flip: false | |
use_group_parameter: true | |
encode_crop: true | |