torchgeo/conf/oscd.yaml

27 строки
508 B
YAML

trainer:
gpus: 1
min_epochs: 20
max_epochs: 500
benchmark: True
experiment:
task: "oscd"
module:
loss: "jaccard"
segmentation_model: "unet"
encoder_name: "resnet18"
encoder_weights: null
learning_rate: 1e-3
learning_rate_schedule_patience: 6
verbose: false
in_channels: 26
num_classes: 2
num_filters: 128
ignore_zeros: True
datamodule:
train_batch_size: 2
num_workers: 6
val_split_pct: 0.1
bands: "all"
num_patches_per_tile: 128