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Runtime error
Runtime error
batch_size: 4 | |
iters: 50000 | |
train_dataset: | |
type: MattingDataset | |
dataset_root: data/PPM-100 | |
train_file: train.txt | |
transforms: | |
- type: LoadImages | |
- type: RandomResize | |
size: [2048, 2048] | |
scale: [0.3, 1.5] | |
- type: RandomCrop | |
crop_size: [2048, 2048] | |
- type: RandomDistort | |
- type: RandomBlur | |
prob: 0.1 | |
- type: RandomHorizontalFlip | |
- type: Padding | |
target_size: [2048, 2048] | |
- type: Normalize | |
mode: train | |
val_dataset: | |
type: MattingDataset | |
dataset_root: data/PPM-100 | |
val_file: val.txt | |
transforms: | |
- type: LoadImages | |
- type: ResizeByShort | |
short_size: 2048 | |
- type: ResizeToIntMult | |
mult_int: 128 | |
- type: Normalize | |
mode: val | |
get_trimap: False | |
model: | |
type: HumanMatting | |
backbone: | |
type: ResNet34_vd | |
# pretrained: https://paddleseg.bj.bcebos.com/matting/models/ResNet34_vd_pretrained/model.pdparams | |
pretrained: Null | |
if_refine: True | |
optimizer: | |
type: sgd | |
momentum: 0.9 | |
weight_decay: 4.0e-5 | |
lr_scheduler: | |
type: PiecewiseDecay | |
boundaries: [30000, 40000] | |
values: [0.001, 0.0001, 0.00001] | |