Spaces:
Runtime error
Runtime error
| comet: | |
| display_size: 20 | |
| im_per_row: | |
| d: 4 | |
| m: 6 | |
| p: 4 | |
| s: 4 | |
| rows_per_log: 5 | |
| tags: [] | |
| data: | |
| check_samples: false | |
| files: | |
| base: /miniscratch/_groups/ccai/data/jsons | |
| train: | |
| kitti: /miniscratch/_groups/ccai/data/jsons/train_kitti.json | |
| r: /miniscratch/_groups/ccai/data/jsons/train_r_full.json | |
| rf: /miniscratch/_groups/ccai/data/jsons/train_rf.json | |
| s: /miniscratch/_groups/ccai/data/jsons/train_s_fixedholes.json | |
| val: | |
| kitti: /miniscratch/_groups/ccai/data/jsons/val_kitti.json | |
| r: /miniscratch/_groups/ccai/data/jsons/val_r_full.json | |
| rf: /miniscratch/_groups/ccai/data/jsons/val_rf_labelbox.json | |
| s: /miniscratch/_groups/ccai/data/jsons/val_s_fixedholes.json | |
| loaders: | |
| batch_size: 4 | |
| num_workers: 4 | |
| max_samples: -1 | |
| normalization: default | |
| transforms: | |
| - ignore: val | |
| name: hflip | |
| p: 0.5 | |
| - ignore: false | |
| keep_aspect_ratio: true | |
| name: resize | |
| new_size: 640 | |
| - center: val | |
| height: 600 | |
| ignore: false | |
| name: crop | |
| width: 600 | |
| - ignore: val | |
| name: brightness | |
| - ignore: val | |
| name: saturation | |
| - ignore: val | |
| name: contrast | |
| - ignore: false | |
| name: resize | |
| new_size: | |
| d: 160 | |
| default: 640 | |
| s: 160 | |
| dis: | |
| default: | |
| get_intermediate_features: false | |
| init_gain: 0.02 | |
| init_type: xavier | |
| input_nc: 3 | |
| n_layers: 4 | |
| ndf: 64 | |
| norm: instance | |
| num_D: 1 | |
| use_sigmoid: false | |
| flip_prob: 0.05 | |
| m: | |
| architecture: base | |
| gan_type: WGAN_norm | |
| get_intermediate_features: false | |
| init_gain: 0.02 | |
| init_type: xavier | |
| input_nc: 3 | |
| multi_level: false | |
| n_layers: 4 | |
| ndf: 64 | |
| norm: instance | |
| num_D: 1 | |
| use_sigmoid: false | |
| wgan_clamp_lower: -0.01 | |
| wgan_clamp_upper: 0.01 | |
| opt: | |
| beta1: 0.5 | |
| lr: | |
| default: 2.0e-05 | |
| lr_gamma: 0.5 | |
| lr_milestones: 5 | |
| lr_policy: step | |
| lr_step_size: 15 | |
| optimizer: ExtraAdam | |
| p: | |
| get_intermediate_features: true | |
| init_gain: 0.02 | |
| init_type: xavier | |
| input_nc: 3 | |
| n_layers: 4 | |
| ndf: 64 | |
| norm: instance | |
| num_D: 3 | |
| use_local_discriminator: false | |
| use_sigmoid: false | |
| s: | |
| gan_type: WGAN_norm | |
| get_intermediate_features: false | |
| init_gain: 0.02 | |
| init_type: xavier | |
| input_nc: 3 | |
| n_layers: 4 | |
| ndf: 64 | |
| norm: instance | |
| num_D: 1 | |
| use_sigmoid: false | |
| wgan_clamp_lower: -0.01 | |
| wgan_clamp_upper: 0.01 | |
| soft_shift: 0.2 | |
| domains: | |
| - r | |
| - s | |
| gen: | |
| d: | |
| activ: lrelu | |
| architecture: dada | |
| classify: | |
| enable: false | |
| linspace: | |
| buckets: 256 | |
| max: 6.95 | |
| min: 0.35 | |
| init_gain: 0.02 | |
| init_type: xavier | |
| loss: sigm | |
| n_downsample: 3 | |
| n_res: 1 | |
| n_upsample: 3 | |
| norm: batch | |
| output_dim: 1 | |
| pad_type: reflect | |
| proj_dim: 32 | |
| upsample_featuremaps: true | |
| deeplabv2: | |
| nblocks: | |
| - 3 | |
| - 4 | |
| - 23 | |
| - 3 | |
| pretrained_model: /miniscratch/_groups/ccai/data/pretrained_models/deeplabv2/DeepLab_resnet_pretrained_imagenet.pth | |
| use_pretrained: true | |
| deeplabv3: | |
| backbone: resnet | |
| output_stride: 8 | |
| pretrained_model: | |
| mobilenet: /miniscratch/_groups/ccai/data/pretrained_models/deeplabv3/deeplabv3_plus_mobilenetv2_segmentron.pth | |
| resnet: /miniscratch/_groups/ccai/data/pretrained_models/deeplabv3/model_CoinCheungDeepLab-v3-plus.pth | |
| use_pretrained: true | |
| default: | |
| activ: lrelu | |
| init_gain: 0.02 | |
| init_type: xavier | |
| n_downsample: 3 | |
| n_res: 1 | |
| n_upsample: 3 | |
| norm: spectral | |
| pad_type: reflect | |
| proj_dim: 32 | |
| encoder: | |
| activ: lrelu | |
| architecture: deeplabv3 | |
| dim: 32 | |
| init_gain: 0.02 | |
| init_type: xavier | |
| input_dim: 3 | |
| n_downsample: 3 | |
| n_res: 0 | |
| n_upsample: 3 | |
| norm: spectral | |
| pad_type: reflect | |
| proj_dim: 32 | |
| m: | |
| activ: lrelu | |
| init_gain: 0.02 | |
| init_type: xavier | |
| n_downsample: 3 | |
| n_res: 3 | |
| n_upsample: 3 | |
| norm: spectral | |
| output_dim: 1 | |
| pad_type: reflect | |
| proj_dim: 64 | |
| spade: | |
| activations: | |
| all_lrelu: true | |
| cond_nc: 15 | |
| detach: false | |
| latent_dim: 128 | |
| num_layers: 3 | |
| spade_param_free_norm: batch | |
| spade_use_spectral_norm: true | |
| use_advent: true | |
| use_ground_intersection: true | |
| use_low_level_feats: true | |
| use_minent: true | |
| use_minent_var: true | |
| use_pl4m: false | |
| use_proj: true | |
| use_spade: true | |
| opt: | |
| beta1: 0.9 | |
| lr: | |
| default: 5.0e-05 | |
| lr_gamma: 0.5 | |
| lr_milestones: 15 | |
| lr_policy: step | |
| lr_step_size: 5 | |
| optimizer: ExtraAdam | |
| p: | |
| activ: lrelu | |
| diff_aug: | |
| cutout_ratio: 0.5 | |
| do_color_jittering: false | |
| do_cutout: false | |
| do_translation: false | |
| translation_ratio: 0.125 | |
| use: false | |
| init_gain: 0.02 | |
| init_type: xavier | |
| latent_dim: 640 | |
| loss: gan | |
| n_downsample: 3 | |
| n_res: 1 | |
| n_upsample: 3 | |
| no_z: true | |
| norm: spectral | |
| output_dim: 3 | |
| pad_type: reflect | |
| paste_original_content: true | |
| pl4m_epoch: 49 | |
| proj_dim: 32 | |
| spade_kernel_size: 3 | |
| spade_n_up: 7 | |
| spade_param_free_norm: instance | |
| spade_use_spectral_norm: true | |
| use_final_shortcut: false | |
| s: | |
| activ: lrelu | |
| architecture: deeplabv3 | |
| depth_dada_fusion: true | |
| depth_feat_fusion: true | |
| init_gain: 0.02 | |
| init_type: xavier | |
| n_downsample: 3 | |
| n_res: 1 | |
| n_upsample: 3 | |
| norm: spectral | |
| num_classes: 11 | |
| output_dim: 11 | |
| pad_type: reflect | |
| proj_dim: 32 | |
| upsample_featuremaps: false | |
| use_advent: true | |
| use_minent: true | |
| load_paths: | |
| m: config/model/masker/checkpoints/latest_ckpt.pth # relative to $PWD, *not* this file | |
| p: none | |
| pm: none | |
| output_path: /miniscratch/_groups/ccai/experiments/runs/ablation-v0/out--49167587 | |
| tasks: | |
| - m | |
| - s | |
| - d | |
| train: | |
| amp: false | |
| auto_resume: true | |
| epochs: 50 | |
| fid: | |
| batch_size: 50 | |
| dims: 2048 | |
| n_images: 57 | |
| kitti: | |
| batch_size: 6 | |
| epochs: 10 | |
| pretrain: false | |
| lambdas: | |
| C: 1 | |
| G: | |
| classifier: 1 | |
| d: | |
| gml: 0.5 | |
| main: 1 | |
| m: | |
| bce: 1 | |
| gi: 0.05 | |
| pl4m: 1 | |
| tv: 1 | |
| p: | |
| context: 0 | |
| dm: 1 | |
| featmatch: 10 | |
| gan: 1 | |
| reconstruction: 0 | |
| tv: 0 | |
| vgg: 10 | |
| s: | |
| advent: 0.001 | |
| crossent: 1 | |
| crossent_pseudo: 0.001 | |
| minent: 0.001 | |
| advent: | |
| WGAN_gp: 10 | |
| adv_aux: 0.0 | |
| adv_main: 1.0 | |
| dis_aux: 0.0 | |
| dis_main: 1.0 | |
| ent_aux: 0.0 | |
| ent_main: 0.5 | |
| ent_var: 0.1 | |
| latent_domain_adaptation: false | |
| log_level: 2 | |
| min_save_epoch: 28 | |
| pseudo: | |
| epochs: 10 | |
| tasks: | |
| - m | |
| - s | |
| - d | |
| resume: false | |
| save_n_epochs: 25 | |
| val: | |
| store_images: false | |
| val_painter: config/model/painter/checkpoints/latest_ckpt.pth # relative to $PWD, *not* this file | |