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Pretrained/SU3/Conic_4X/checkpoint_best.pth.tar

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Pretrained/SU3/Conic_4X/config.yaml

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+io:
+  augmentation_level: 2
+  datadir: data/su3/
+  dataset: Wireframe
+  focal_length: 2.1875
+  logdir: logs/
+  num_vpts: 3
+  num_workers: 6
+  resume_from: logs/190906-234134-3672f97-su3-reproduce
+  tensorboard_port: 0
+  validation_debug: 120
+  validation_interval: 24000
+model:
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+  batch_size: 6
+  conic_6x: false
+  depth: 4
+  fc_channel: 1024
+  im2col_step: 11
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+  upsample_scale: 1
+optim:
+  amsgrad: true
+  lr: 0.0001
+  lr_decay_epoch: 24
+  max_epoch: 36
+  name: Adam
+  weight_decay: 1.0e-05

Pretrained/SU3/Conic_4X/old/checkpoint_latest.pth.tar

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Pretrained/SU3/Conic_4X/old/config.yaml

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+io:
+  augmentation_level: 2
+  datadir: data/su3/
+  dataset: Wireframe
+  focal_length: 2.1875
+  logdir: logs/
+  num_vpts: 3
+  num_workers: 4
+  resume_from: logs/190518-235224-3f78daf-reproduce
+  tensorboard_port: 0
+  validation_debug: -1
+  validation_interval: 24000
+model:
+  im2col_step: 2
+  fc_channel: 1024
+  backbone: stacked_hourglass
+  batch_size: 6
+  conic_6x: false
+  cat_vpts: true
+  depth: 4
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+  smp_pos: 1
+  smp_rnd: 3
+  upsample_scale: 1
+optim:
+  amsgrad: true
+  lr: 0.0001
+  lr_decay_epoch: 24
+  max_epoch: 36
+  name: Adam
+  weight_decay: 1.0e-05

Pretrained/SU3/Conic_6X/checkpoint_best.pth.tar

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Pretrained/SU3/Conic_6X/config.yaml

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+io:
+  augmentation_level: 2
+  datadir: data/su3/
+  dataset: Wireframe
+  focal_length: 2.1875
+  logdir: logs/
+  num_vpts: 3
+  num_workers: 4
+  resume_from: logs/190522-005159-b4e04f3-5conic
+  tensorboard_port: 0
+  validation_debug: -1
+  validation_interval: 24000
+model:
+  backbone: stacked_hourglass
+  batch_size: 5
+  conic_6x: true
+  cat_vpts: true
+  depth: 4
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+  smp_pos: 1
+  smp_rnd: 3
+  upsample_scale: 1
+  im2col_step: 2
+  fc_channel: 1024
+optim:
+  amsgrad: true
+  lr: 8.3e-05
+  lr_decay_epoch: 24
+  max_epoch: 36
+  name: Adam
+  weight_decay: 1.0e-05

Pretrained/ScanNet/better-result.pth.tar

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Pretrained/ScanNet/config.yaml

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+  datadir: data/scannet-vp
+  dataset: ScanNet
+  focal_length: 2.408333333333333
+  logdir: logs/
+  num_vpts: 3
+  num_workers: 6
+  resume_from: logs/190522-040435-de95f53-scannet-conic6
+  tensorboard_port: 0
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+  validation_interval: 24000
+model:
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+  upsample_scale: 1
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+  amsgrad: true
+  lr: 0.0001
+  lr_decay_epoch: 3
+  max_epoch: 36
+  name: Adam
+  weight_decay: 1.0e-05

Pretrained/ScanNet/paper-result.pth.tar

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Pretrained/TMM17/checkpoint_latest.pth.tar

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Pretrained/TMM17/config.yaml

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+  datadir: data/tmm17/
+  dataset: TMM17
+  focal_length: 1.0
+  logdir: logs/
+  num_vpts: 1
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+  resume_from: logs/200107-013044-14545f5-tmm17-bugfix-lr1e-4-long
+  tensorboard_port: 0
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+  validation_interval: 8000
+model:
+  backbone: stacked_hourglass
+  batch_size: 8
+  conic_6x: false
+  depth: 4
+  fc_channel: 1024
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+  upsample_scale: 1
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+  amsgrad: true
+  lr: 0.0001
+  lr_decay_epoch: 60
+  max_epoch: 100
+  name: Adam
+  weight_decay: 0.0006