eks_data / configs /fox_nodding.yml
MikolajZ's picture
Added configs + missing data + README.md update
f8c1130
raw
history blame
6.52 kB
!!python/object:gnerf.gnerf_trainer.GNeRFTrainerConfig
_target: !!python/name:gnerf.gnerf_trainer.GNeRFTrainer ''
data: &id004 !!python/object/apply:pathlib.PosixPath
- data
- fox
denisification_interval: 200
densification_start_step: 100
densification_stop_step: 8000
experiment_name: fox
freeze_means_step: 10000
gradient_accumulation_steps: {}
load_checkpoint: null
load_config: null
load_dir: null
load_scheduler: true
load_step: null
log_gradients: false
logging: !!python/object:nerfstudio.configs.base_config.LoggingConfig
local_writer: !!python/object:nerfstudio.configs.base_config.LocalWriterConfig
_target: !!python/name:nerfstudio.utils.writer.LocalWriter ''
enable: true
max_log_size: 0
stats_to_track: !!python/tuple
- !!python/object/apply:nerfstudio.utils.writer.EventName
- Train Iter (time)
- !!python/object/apply:nerfstudio.utils.writer.EventName
- Train Rays / Sec
- !!python/object/apply:nerfstudio.utils.writer.EventName
- Test PSNR
- !!python/object/apply:nerfstudio.utils.writer.EventName
- Vis Rays / Sec
- !!python/object/apply:nerfstudio.utils.writer.EventName
- Test Rays / Sec
- !!python/object/apply:nerfstudio.utils.writer.EventName
- ETA (time)
max_buffer_size: 20
profiler: basic
relative_log_dir: !!python/object/apply:pathlib.PosixPath []
steps_per_log: 1
machine: !!python/object:nerfstudio.configs.base_config.MachineConfig
device_type: cuda
dist_url: auto
machine_rank: 0
num_devices: 1
num_machines: 1
seed: 42
max_num_iterations: 20000
method_name: gnerf
mixed_precision: false
optimizers:
fields:
optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
_target: &id001 !!python/name:torch.optim.adam.Adam ''
eps: 1.0e-15
lr: 0.01
max_norm: null
weight_decay: 1.0e-06
scheduler: !!python/object:gnerf.utils.schedulers.ChainedSchedulerConfig
_target: &id002 !!python/name:gnerf.utils.schedulers.ChainedScheduler ''
gamma: 0.33
max_steps: 20000
milestones: &id003 !!python/tuple
- 0.5
- 0.75
- 0.9
log_covs:
optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
_target: *id001
eps: 1.0e-15
lr: 0.001
max_norm: null
weight_decay: 0
scheduler: !!python/object:gnerf.utils.schedulers.ChainedSchedulerConfig
_target: *id002
gamma: 0.33
max_steps: 20000
milestones: *id003
means:
optimizer: !!python/object:nerfstudio.engine.optimizers.AdamOptimizerConfig
_target: *id001
eps: 1.0e-15
lr: 1.0e-05
max_norm: null
weight_decay: 0
scheduler: !!python/object:gnerf.utils.schedulers.ChainedSchedulerConfig
_target: *id002
gamma: 0.33
max_steps: 20000
milestones: *id003
output_dir: !!python/object/apply:pathlib.PosixPath
- outputs
pipeline: !!python/object:gnerf.gnerf_pipeline.GNeRFPipelineConfig
_target: !!python/name:gnerf.gnerf_pipeline.GNeRFPipeline ''
datamanager: !!python/object:nerfstudio.data.datamanagers.base_datamanager.VanillaDataManagerConfig
_target: !!python/name:nerfstudio.data.datamanagers.base_datamanager.VanillaDataManager ''
camera_optimizer: null
camera_res_scale_factor: 1.0
collate_fn: !!python/name:nerfstudio.data.utils.nerfstudio_collate.nerfstudio_collate ''
data: *id004
dataparser: !!python/object:nerfstudio.data.dataparsers.nerfstudio_dataparser.NerfstudioDataParserConfig
_target: !!python/name:nerfstudio.data.dataparsers.nerfstudio_dataparser.Nerfstudio ''
auto_scale_poses: true
center_method: poses
data: !!python/object/apply:pathlib.PosixPath []
depth_unit_scale_factor: 0.001
downscale_factor: 1
eval_interval: 8
eval_mode: fraction
load_3D_points: true
mask_color: null
orientation_method: up
scale_factor: 1.0
scene_scale: 1.0
train_split_fraction: 0.9
eval_image_indices: !!python/tuple
- 0
eval_num_images_to_sample_from: -1
eval_num_rays_per_batch: 4096
eval_num_times_to_repeat_images: -1
images_on_gpu: false
masks_on_gpu: false
patch_size: 1
pixel_sampler: !!python/object:nerfstudio.data.pixel_samplers.PixelSamplerConfig
_target: !!python/name:nerfstudio.data.pixel_samplers.PixelSampler ''
fisheye_crop_radius: null
ignore_mask: false
is_equirectangular: false
keep_full_image: false
max_num_iterations: 100
num_rays_per_batch: 4096
rejection_sample_mask: false
train_num_images_to_sample_from: -1
train_num_rays_per_batch: 4096
train_num_times_to_repeat_images: -1
max_num_samples_per_ray: 1024
model: !!python/object:gnerf.gnerf_model.GNeRFModelConfig
_target: !!python/name:gnerf.gnerf_model.GNeRFModel ''
alpha_thre: 0.0
appearance_embedding_dim: 32
background_color: random
collider_params: null
cone_angle: 0.00390625
densify: true
disable_scene_contraction: false
enable_collider: false
eval_num_rays_per_chunk: 8192
far_plane: 1000.0
grid_resolution: 128
knn_algorithm: !!python/object:gnerf.knn.knn_algorithms.OptixKNNConfig
_target: !!python/name:gnerf.knn.knn_algorithms.OptixKNN ''
chi_squared_radius: 2.0
device: cuda
n_neighbours: 16
loss_coefficients:
rgb_loss_coarse: 1.0
rgb_loss_fine: 1.0
max_gb: 20
near_plane: 0.0
prompt: null
prune: true
render_step_size: 0.005
unfreeze_means: true
use_appearance_embedding: false
use_gradient_scaling: true
target_num_samples: 262144
project_name: nerfstudio-project
prompt: null
pruning_interval: 1000
pruning_start_step: 1000
pruning_stop_step: 15000
relative_model_dir: !!python/object/apply:pathlib.PosixPath
- nerfstudio_models
save_only_latest_checkpoint: true
start_paused: true
steps_per_eval_all_images: 25000
steps_per_eval_batch: 500
steps_per_eval_image: 500
steps_per_save: 100
timestamp: fox_nodding
unfreeze_means_step: 500
use_grad_scaler: false
viewer: !!python/object:nerfstudio.configs.base_config.ViewerConfig
camera_frustum_scale: 0.1
default_composite_depth: true
image_format: jpeg
jpeg_quality: 75
make_share_url: false
max_num_display_images: 512
num_rays_per_chunk: 4096
quit_on_train_completion: false
relative_log_filename: viewer_log_filename.txt
websocket_host: 0.0.0.0
websocket_port: null
websocket_port_default: 7007
vis: viewer