torchgeo/conf/landcoverai.yaml

23 строки
451 B
YAML

trainer:
gpus: 1 # single GPU training
min_epochs: 20
max_epochs: 100
benchmark: True
experiment:
task: "landcoverai"
module:
loss: "ce"
segmentation_model: "deeplabv3+"
encoder_name: "resnet18"
encoder_weights: null
encoder_output_stride: 16
learning_rate: 1e-3
learning_rate_schedule_patience: 6
in_channels: 3
num_classes: 6
num_filters: 256
datamodule:
batch_size: 32
num_workers: 6