pytorch3d/projects/implicitron_trainer/configs/repro_singleseq_base.yaml
Jeremy Reizenstein 73dc109dba data_source
Summary:
Move dataset_args and dataloader_args from ExperimentConfig into a new member called datasource so that it can contain replaceables.

Also add enum Task for task type.

Reviewed By: shapovalov

Differential Revision: D36201719

fbshipit-source-id: 47d6967bfea3b7b146b6bbd1572e0457c9365871
2022-05-20 07:50:30 -07:00

43 lines
803 B
YAML

defaults:
- repro_base
- _self_
data_source_args:
dataloader_args:
batch_size: 1
dataset_len: 1000
dataset_len_val: 1
num_workers: 8
images_per_seq_options:
- 2
dataset_args:
dataset_name: co3d_singlesequence
assert_single_seq: true
n_frames_per_sequence: -1
test_restrict_sequence_id: 0
test_on_train: false
generic_model_args:
render_image_height: 800
render_image_width: 800
log_vars:
- loss_rgb_psnr_fg
- loss_rgb_psnr
- loss_eikonal
- loss_prev_stage_rgb_psnr
- loss_mask_bce
- loss_prev_stage_mask_bce
- loss_rgb_mse
- loss_prev_stage_rgb_mse
- loss_depth_abs
- loss_depth_abs_fg
- loss_kl
- loss_mask_neg_iou
- objective
- epoch
- sec/it
solver_args:
lr: 0.0005
max_epochs: 400
milestones:
- 200
- 300