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name: parsing_generation | |
use_tb_logger: true | |
set_CUDA_VISIBLE_DEVICES: ~ | |
gpu_ids: [3] | |
# dataset configs | |
batch_size: 8 | |
num_workers: 4 | |
segm_dir: ./datasets/segm | |
pose_dir: ./datasets/densepose | |
train_ann_file: ./datasets/shape_ann/train_ann_file.txt | |
val_ann_file: ./datasets/shape_ann/val_ann_file.txt | |
test_ann_file: ./datasets/shape_ann/test_ann_file.txt | |
downsample_factor: 2 | |
model_type: ParsingGenModel | |
# network configs | |
embedder_dim: 8 | |
embedder_out_dim: 128 | |
attr_class_num: [2, 4, 6, 5, 4, 3, 5, 5, 3, 2, 2, 2, 2, 2, 2] | |
encoder_in_channels: 1 | |
fc_in_channels: 64 | |
fc_in_index: 4 | |
fc_channels: 64 | |
fc_num_convs: 1 | |
fc_concat_input: False | |
fc_dropout_ratio: 0.1 | |
fc_num_classes: 24 | |
fc_align_corners: False | |
# training configs | |
val_freq: 5 | |
print_freq: 100 | |
weight_decay: 0 | |
manual_seed: 2021 | |
num_epochs: 100 | |
lr: !!float 1e-4 | |
lr_decay: step | |
gamma: 0.1 | |
step: 50 | |