seed: 0
num_steps: 150_000

writer: null
log_every_iter: 500
eval_every_iter: 1000

lr: 1e-4
optimizer: adamw
clip_grad: 1.0
best_key: loss/param_total

lr_schedule:
  type: SequentialLR
  on_epoch: false
  options:
    milestones: [4_000]
    schedulers:
      - type: LinearLR
        options:
          start_factor: 1e-3
          total_iters: 4_000
      - type: MultiStepLR
        options:
          gamma: 0.1
          milestones: [80_000, 130_000]

submodules: []

median_metrics:
  - roll_error
  - pitch_error
  - gravity_error
  - vfov_error
  - up_angle_error
  - latitude_angle_error
  - up_angle_recall@1
  - up_angle_recall@5
  - up_angle_recall@10
  - latitude_angle_recall@1
  - latitude_angle_recall@5
  - latitude_angle_recall@10

recall_metrics:
  roll_error: [1, 3, 5, 10]
  pitch_error: [1, 3, 5, 10]
  gravity_error: [1, 3, 5, 10]
  vfov_error: [1, 3, 5, 10]

plot: [3, "siclib.visualization.visualize_batch.make_perspective_figures"]