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COMMENT: 'Training on Stanford2D-3D(train)+PanoContext(whole)'
TAG: 's2d3d'
SEED: 123
MODEL:
NAME: 'LGT_Net'
ARGS: [ {
'decoder_name': 'SWG_Transformer',
'win_size': 16,
'rpe': 'lr_parameter_mirror',
'dropout': 0.0,
'depth': 6,
'output_name': 'LGT'
} ]
TRAIN:
DEVICE: 'cuda:2'
SCRATCH: False
DETERMINISTIC: True
CRITERION:
DEPTH:
WEIGHT: 0.9
RATIO:
WEIGHT: 0.1
GRAD:
WEIGHT: 0.1
WEIGHTS: [ 1.0, 1.0 ]
BASE_LR:
1e-4
RESUME_LAST: False
OPTIMIZER:
NAME: 'adam'
EPOCHS: 1000
DATA:
DATASET: 'pano_s2d3d_mix'
DIR: 'src/dataset/pano_s2d3d'
SUBSET: 's2d3d'
BATCH_SIZE: 6
NUM_WORKERS: 6
FOR_TEST_INDEX: None
AUG:
FLIP: True
STRETCH: True
ROTATE: True
GAMMA: True
AMP_OPT_LEVEL: 'O0'