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experiment_name: f5b_hyper_unetsempos1all_all_15ep_JustMag1c_R1
seed: None
resume_from_checkpoint: false
wandb:
wandb_project: starcop-aviris-seg-vitek
wandb_entity: dtacs
images_logging: wandb
dataloader:
batch_size: 32
num_workers: 4
products_plot:
- mag1c
- label
- pred
- differences
plot_samples: 8
dataset:
input_products:
- mag1c
output_products:
- labelbinary
use_weight_loss: true
weight_loss: weight_mag1c
training_size:
- 128
- 128
training_size_overlap:
- 64
- 64
weight_sampling: true
root_folder: /home/previtus/Permian/dataset
train_csv: train.csv
model:
train: true
test: true
model_mode: segmentation_output
model_type: unet_semseg
semseg_backbone: mobilenet_v2
num_classes: 1
optimizer: adam
lr: 0.0001
lr_decay: 0.5
lr_patience: 4
loss: BCEWithLogitsLoss
pos_weight: 1
early_stopping_patience: 8
training:
accelerator: gpu
devices: 1
max_epochs: 15
val_check_interval: 0.5
train_log_every_n_steps: 10
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