lib/pymaf/configs/pymaf_config.yaml

SOLVER:
  MAX_ITER: 500000
  TYPE: Adam
  BASE_LR: 0.00005
  GAMMA: 0.1
  STEPS: [0]
  EPOCHS: [0]
DEBUG: False
LOGDIR: ''
DEVICE: cuda
NUM_WORKERS: 8
SEED_VALUE: -1
LOSS:
  KP_2D_W: 300.0
  KP_3D_W: 300.0
  SHAPE_W: 0.06
  POSE_W: 60.0
  VERT_W: 0.0
  INDEX_WEIGHTS: 2.0
  # Loss weights for surface parts. (24 Parts)
  PART_WEIGHTS: 0.3
  # Loss weights for UV regression.
  POINT_REGRESSION_WEIGHTS: 0.5
TRAIN:
  NUM_WORKERS: 8
  BATCH_SIZE: 64
  PIN_MEMORY: True
TEST:
  BATCH_SIZE: 32
MODEL:
  PyMAF:
    BACKBONE: 'res50'
    MLP_DIM: [256, 128, 64, 5]
    N_ITER: 3
    AUX_SUPV_ON: True
    DP_HEATMAP_SIZE: 56
RES_MODEL:
  DECONV_WITH_BIAS: False
  NUM_DECONV_LAYERS: 3
  NUM_DECONV_FILTERS:
  - 256
  - 256
  - 256
  NUM_DECONV_KERNELS:
  - 4
  - 4
  - 4