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Res16UNet34C
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https://github.com/chrischoy/SpatioTemporalSegmentation/issues/8
0-10k: https://pastebin.com/eej7Vg7D
10k-20k: https://pastebin.com/X04fhLYW
20k-30k: https://pastebin.com/qPJEpKU0
30k-40k: https://pastebin.com/H20w7W5K
40k-50k: https://pastebin.com/5fbCnQxp
50k-60k: https://pastebin.com/kHeYE1d7
0-10k: https://pastebin.com/eej7Vg7D
napoli115 09/11 14:59:47 model: Res16UNet34C
napoli115 09/11 14:59:47 conv1_kernel_size: 3
napoli115 09/11 14:59:47 weights: None
napoli115 09/11 14:59:47 weights_for_inner_model: False
napoli115 09/11 14:59:47 dilations: [1, 1, 1, 1]
napoli115 09/11 14:59:47 wrapper_type: None
napoli115 09/11 14:59:47 wrapper_region_type: 1
napoli115 09/11 14:59:47 wrapper_kernel_size: 3
napoli115 09/11 14:59:47 wrapper_lr: 0.1
napoli115 09/11 14:59:47 meanfield_iterations: 10
napoli115 09/11 14:59:47 crf_spatial_sigma: 1
napoli115 09/11 14:59:47 crf_chromatic_sigma: 12
napoli115 09/11 14:59:47 nonlinearity: ReLU
napoli115 09/11 14:59:47 optimizer: SGD
napoli115 09/11 14:59:47 lr: 0.1
napoli115 09/11 14:59:47 sgd_momentum: 0.9
napoli115 09/11 14:59:47 sgd_dampening: 0.1
napoli115 09/11 14:59:47 adam_beta1: 0.9
napoli115 09/11 14:59:47 adam_beta2: 0.999
napoli115 09/11 14:59:47 weight_decay: 0.0001
napoli115 09/11 14:59:47 param_histogram_freq: 100
napoli115 09/11 14:59:47 save_param_histogram: False
napoli115 09/11 14:59:47 iter_size: 1
napoli115 09/11 14:59:47 bn_momentum: 0.02
napoli115 09/11 14:59:47 scheduler: PolyLR
napoli115 09/11 14:59:47 max_iter: 60000
napoli115 09/11 14:59:47 step_size: 20000.0
napoli115 09/11 14:59:47 step_gamma: 0.1
napoli115 09/11 14:59:47 poly_power: 0.9
napoli115 09/11 14:59:47 exp_gamma: 0.95
napoli115 09/11 14:59:47 exp_step_size: 445
napoli115 09/11 14:59:47 log_dir: ./outputs/ScannetSparseVoxelization2cmDataset/Res16UNet34C/SGD-l1e-1-b8-PolyLR-i60000--test/2019-09-11_14-59-43
napoli115 09/11 14:59:47 data_dir: data
napoli115 09/11 14:59:47 dataset: ScannetSparseVoxelization2cmDataset
napoli115 09/11 14:59:47 temporal_dilation: 30
napoli115 09/11 14:59:47 temporal_numseq: 3
napoli115 09/11 14:59:47 point_lim: -1
napoli115 09/11 14:59:47 pre_point_lim: -1
napoli115 09/11 14:59:47 batch_size: 8
napoli115 09/11 14:59:47 val_batch_size: 1
napoli115 09/11 14:59:47 test_batch_size: 1
napoli115 09/11 14:59:47 cache_data: False
napoli115 09/11 14:59:47 threads: 1
napoli115 09/11 14:59:47 val_threads: 1
napoli115 09/11 14:59:47 ignore_label: 255
napoli115 09/11 14:59:47 use_loc_feat: False
napoli115 09/11 14:59:47 train_elastic_distortion: True
napoli115 09/11 14:59:47 test_elastic_distortion: False
napoli115 09/11 14:59:47 return_transformation: True
napoli115 09/11 14:59:47 ignore_duplicate_class: False
napoli115 09/11 14:59:47 partial_crop: 0.0
napoli115 09/11 14:59:47 train_limit_numpoints: 1200000
napoli115 09/11 14:59:47 varcity3d_path: /cvgl2/u/jgwak/Datasets/varcity3d
napoli115 09/11 14:59:47 synthia_path: /cvgl/group/Synthia/synthia-processed/raw-pc-upright
napoli115 09/11 14:59:47 synthia_online_path: /cvgl2/u/jgwak/Datasets/synthia_subsampled
napoli115 09/11 14:59:47 scannet_path: /cvgl2/u/jgwak/Datasets/scannet
napoli115 09/11 14:59:47 synthia_camera_path: /cvgl/group/Synthia/%s/CameraParams/
napoli115 09/11 14:59:47 synthia_camera_intrinsic_file: intrinsics.txt
napoli115 09/11 14:59:47 synthia_camera_extrinsics_file: Stereo_Right/Omni_F/%s.txt
napoli115 09/11 14:59:47 stanford3d_path: /cvgl/group/Stanford3dDataset_v1.2/Parsed
napoli115 09/11 14:59:47 stanford3d_online_path: /cvgl2/u/jgwak/Datasets/stanford_subsampled
napoli115 09/11 14:59:47 pc_type: voxel
napoli115 09/11 14:59:47 is_train: True
napoli115 09/11 14:59:47 stat_freq: 10
napoli115 09/11 14:59:47 test_stat_freq: 100
napoli115 09/11 14:59:47 save_freq: 1000
napoli115 09/11 14:59:47 val_freq: 1000
napoli115 09/11 14:59:47 empty_cache_freq: 10
napoli115 09/11 14:59:47 train_phase: train
napoli115 09/11 14:59:47 val_phase: val
napoli115 09/11 14:59:47 overwrite_weights: True
napoli115 09/11 14:59:47 resume: None
napoli115 09/11 14:59:47 resume_optimizer: True
napoli115 09/11 14:59:47 eval_upsample: False
napoli115 09/11 14:59:47 use_feat_aug: True
napoli115 09/11 14:59:47 data_aug_color_trans_ratio: 0.1
napoli115 09/11 14:59:47 data_aug_color_jitter_std: 0.05
napoli115 09/11 14:59:47 data_aug_height_trans_std: 1
napoli115 09/11 14:59:47 data_aug_height_jitter_std: 0.1
napoli115 09/11 14:59:47 data_aug_normal_jitter_std: 0.01
napoli115 09/11 14:59:47 normalize_color: True
napoli115 09/11 14:59:47 data_aug_scale_min: 0.8
napoli115 09/11 14:59:47 data_aug_scale_max: 1.2
napoli115 09/11 14:59:47 data_aug_hue_max: 0.5
napoli115 09/11 14:59:47 data_aug_saturation_max: 0.2
napoli115 09/11 14:59:47 temporal_rand_dilation: False
napoli115 09/11 14:59:47 temporal_rand_numseq: False
napoli115 09/11 14:59:47 test_config: None
napoli115 09/11 14:59:47 visualize: False
napoli115 09/11 14:59:47 test_temporal_average: False
napoli115 09/11 14:59:47 visualize_path: outputs/visualize
napoli115 09/11 14:59:47 test_rotation: 1
napoli115 09/11 14:59:47 test_rotation_save: False
napoli115 09/11 14:59:47 test_rotation_save_dir: outputs/rotation_fulleval
napoli115 09/11 14:59:47 save_prediction: False
napoli115 09/11 14:59:47 save_pred_dir: outputs/pred
napoli115 09/11 14:59:47 test_phase: val
napoli115 09/11 14:59:47 evaluate_original_pointcloud: True
napoli115 09/11 14:59:47 test_original_pointcloud: False
napoli115 09/11 14:59:47 is_cuda: True
napoli115 09/11 14:59:47 load_path:
napoli115 09/11 14:59:47 log_step: 50
napoli115 09/11 14:59:47 log_level: INFO
napoli115 09/11 14:59:47 num_gpu: 1
napoli115 09/11 14:59:47 seed: 123
napoli115 09/11 14:59:47 debug: True
napoli115 09/11 14:59:47 lenient_weight_loading: False