https://github.com/facebookresearch/c3dpo_nrsfm
Tip revision: aa558fd0cc10a704706a6c9704b221f7a42f5f80 authored by dnovotny on 19 October 2019, 16:09:30 UTC
removed todo
removed todo
Tip revision: aa558fd
h36m_hourglass.yaml
!!python/object/new:tools.attr_dict.AttrDict
dictitems:
DATASET: !!python/object/new:tools.attr_dict.AttrDict
dictitems:
TEST: !!python/object/new:tools.attr_dict.AttrDict
dictitems:
limit_to: -1
rand_sample: -1
TRAIN: !!python/object/new:tools.attr_dict.AttrDict
dictitems:
limit_to: -1
rand_sample: 1249280
VAL: !!python/object/new:tools.attr_dict.AttrDict
dictitems:
limit_to: -1
rand_sample: -1
dataset_name: h36m_hourglass
force_download: false
sets_to_load: !!python/tuple
- train
- val
MODEL: !!python/object/new:tools.attr_dict.AttrDict
dictitems:
argmin_translation: false
camera_scale: false
camera_translation: false
camera_xy_translation: false
canonicalization: !!python/object/new:tools.attr_dict.AttrDict
dictitems:
n_fully_connected: 1024
n_layers: 6
n_rand_samples: 4
rot_angle: 3.141592653589793
use: true
connectivity_setup: h36m
depth_offset: 0.0
huber_scaling: 0.01
independent_phi_for_aug: true
keypoint_norm_type: to_mean
keypoint_rescale: 1.0
log_vars:
- objective
- dist_reprojection
- l_reprojection
- l_canonicalization
loss_weights: !!python/object/new:tools.attr_dict.AttrDict
dictitems:
l_canonicalization: 1.0
l_reprojection: 1.0
n_fully_connected: 1024
n_keypoints: 17
n_layers: 6
perspective_depth_threshold: 0.1
projection_type: orthographic
replace_keypoints_with_input: true
reprojection_normalization: kp_total_count
root_joint: 0
shape_basis_size: 10
weight_init_std: 0.01
z_augment: true
z_augment_rot_angle: 0.3925
z_equivariance: true
z_equivariance_rot_angle: 0.3925
SOLVER: !!python/object/new:tools.attr_dict.AttrDict
dictitems:
PARAM_GROUPS: !!python/tuple []
betas: !!python/tuple
- 0.9
- 0.999
breed: sgd
freeze_bn: false
gamma: 0.1
lr: 0.001
lr_policy: multistep
max_epochs: 90
milestones:
- 60
- 80
momentum: 0.9
weight_decay: 0.0005
batch_size: 1024
cfg_file: null
exp_dir: ./data/exps/c3dpo/h36m_hourglass
exp_idx: 0
exp_name: h36m_hourglass
gpu_idx: 0
metric_print_interval: 5
model_zoo: ./data/torch_zoo/
num_workers: 8
resume: true
resume_epoch: -1
seed: 0
store_checkpoints: true
store_checkpoints_purge: 3
visdom_env: h36m_hourglass
visdom_port: 8097
visdom_server: http://localhost
visualize_interval: 300