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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| [info] | ||
| experiment: ResNet default settings | ||
| name: OWN2_resnet56_3 | ||
|
|
||
| [dataset] | ||
| pixels: 96 | ||
| n_classes: 2 | ||
| channels: 1 | ||
| subset: None | ||
| filenames_train: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[01452789]/*/*.pkl.gz | ||
| filenames_validation: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[6]/*/*.pkl.gz | ||
| data_folder: None ;not used | ||
|
|
||
| [network] | ||
| architecture: resnet | ||
| input_size: 64 | ||
| depth: 5 | ||
| branching_factor: 6 | ||
| batch_normalization: True | ||
| batch_normalization_alpha: 0.1 | ||
| dropout: 0.25 | ||
| spatial_dropout: 0.5 | ||
| gaussian_noise: 0.05 | ||
|
|
||
| [updates] | ||
| optimization: - | ||
| learning_rate: 0 ;not used, see schedule | ||
| momentum: 0.90 | ||
| l2_lambda: 0.00001 | ||
| batch_size_train: 72 | ||
| batch_size_validation: 138 | ||
| n_epochs: 220 | ||
|
|
||
| [preprocessing] ;Not used | ||
| random_crop: 0 ;no cropping | ||
| erode_segmentation: 11 | ||
|
|
||
| [normalization] | ||
| zero_center: True | ||
| mean_pixel: 0.2606236106512 | ||
|
|
||
| [augmentation] | ||
| augment: True | ||
| flip: True | ||
| zoom: 0.1 | ||
| rotation: 20 | ||
| translation: 3 | ||
|
|
||
|
|
||
| [misc] | ||
| multiprocess_load_augmentation: False | ||
| save_every_n_epoch: 2 | ||
| n_workers_load_augmentation: 1 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| [info] | ||
| experiment: ResNet default settings | ||
| name: OWN2_resnet56_4 | ||
|
|
||
| [dataset] | ||
| pixels: 96 | ||
| n_classes: 2 | ||
| channels: 1 | ||
| subset: None | ||
| filenames_train: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[01352789]/*/*.pkl.gz | ||
| filenames_validation: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[6]/*/*.pkl.gz | ||
| data_folder: None ;not used | ||
|
|
||
| [network] | ||
| architecture: resnet | ||
| input_size: 64 | ||
| depth: 5 | ||
| branching_factor: 6 | ||
| batch_normalization: True | ||
| batch_normalization_alpha: 0.1 | ||
| dropout: 0.25 | ||
| spatial_dropout: 0.5 | ||
| gaussian_noise: 0.05 | ||
|
|
||
| [updates] | ||
| optimization: - | ||
| learning_rate: 0 ;not used, see schedule | ||
| momentum: 0.90 | ||
| l2_lambda: 0.00001 | ||
| batch_size_train: 72 | ||
| batch_size_validation: 138 | ||
| n_epochs: 220 | ||
|
|
||
| [preprocessing] ;Not used | ||
| random_crop: 0 ;no cropping | ||
| erode_segmentation: 11 | ||
|
|
||
| [normalization] | ||
| zero_center: True | ||
| mean_pixel: 0.2606236106512 | ||
|
|
||
| [augmentation] | ||
| augment: True | ||
| flip: True | ||
| zoom: 0.1 | ||
| rotation: 20 | ||
| translation: 3 | ||
|
|
||
|
|
||
| [misc] | ||
| multiprocess_load_augmentation: False | ||
| save_every_n_epoch: 2 | ||
| n_workers_load_augmentation: 1 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| [info] | ||
| experiment: ResNet default settings | ||
| name: OWN2_resnet56_5 | ||
|
|
||
| [dataset] | ||
| pixels: 96 | ||
| n_classes: 2 | ||
| channels: 1 | ||
| subset: None | ||
| filenames_train: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[01246789]/*/*.pkl.gz | ||
| filenames_validation: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[3]/*/*.pkl.gz | ||
| data_folder: None ;not used | ||
|
|
||
| [network] | ||
| architecture: resnet | ||
| input_size: 64 | ||
| depth: 5 | ||
| branching_factor: 6 | ||
| batch_normalization: True | ||
| batch_normalization_alpha: 0.1 | ||
| dropout: 0.25 | ||
| spatial_dropout: 0.5 | ||
| gaussian_noise: 0.05 | ||
|
|
||
| [updates] | ||
| optimization: - | ||
| learning_rate: 0 ;not used, see schedule | ||
| momentum: 0.90 | ||
| l2_lambda: 0.00001 | ||
| batch_size_train: 72 | ||
| batch_size_validation: 138 | ||
| n_epochs: 220 | ||
|
|
||
| [preprocessing] ;Not used | ||
| random_crop: 0 ;no cropping | ||
| erode_segmentation: 11 | ||
|
|
||
| [normalization] | ||
| zero_center: True | ||
| mean_pixel: 0.2606236106512 | ||
|
|
||
| [augmentation] | ||
| augment: True | ||
| flip: True | ||
| zoom: 0.1 | ||
| rotation: 20 | ||
| translation: 3 | ||
|
|
||
|
|
||
| [misc] | ||
| multiprocess_load_augmentation: False | ||
| save_every_n_epoch: 2 | ||
| n_workers_load_augmentation: 1 |
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Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| [info] | ||
| experiment: ResNet default settings | ||
| name: OWN2_resnet56_6 | ||
|
|
||
| [dataset] | ||
| pixels: 96 | ||
| n_classes: 2 | ||
| channels: 1 | ||
| subset: None | ||
| filenames_train: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[01245789]/*/*.pkl.gz | ||
| filenames_validation: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[3]/*/*.pkl.gz | ||
| data_folder: None ;not used | ||
|
|
||
| [network] | ||
| architecture: resnet | ||
| input_size: 64 | ||
| depth: 5 | ||
| branching_factor: 6 | ||
| batch_normalization: True | ||
| batch_normalization_alpha: 0.1 | ||
| dropout: 0.25 | ||
| spatial_dropout: 0.5 | ||
| gaussian_noise: 0.05 | ||
|
|
||
| [updates] | ||
| optimization: - | ||
| learning_rate: 0 ;not used, see schedule | ||
| momentum: 0.90 | ||
| l2_lambda: 0.00001 | ||
| batch_size_train: 72 | ||
| batch_size_validation: 138 | ||
| n_epochs: 220 | ||
|
|
||
| [preprocessing] ;Not used | ||
| random_crop: 0 ;no cropping | ||
| erode_segmentation: 11 | ||
|
|
||
| [normalization] | ||
| zero_center: True | ||
| mean_pixel: 0.2606236106512 | ||
|
|
||
| [augmentation] | ||
| augment: True | ||
| flip: True | ||
| zoom: 0.1 | ||
| rotation: 20 | ||
| translation: 3 | ||
|
|
||
|
|
||
| [misc] | ||
| multiprocess_load_augmentation: False | ||
| save_every_n_epoch: 2 | ||
| n_workers_load_augmentation: 1 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| [info] | ||
| experiment: ResNet default settings | ||
| name: OWN2_resnet56_7 | ||
|
|
||
| [dataset] | ||
| pixels: 96 | ||
| n_classes: 2 | ||
| channels: 1 | ||
| subset: None | ||
| filenames_train: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[01345689]/*/*.pkl.gz | ||
| filenames_validation: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[2]/*/*.pkl.gz | ||
| data_folder: None ;not used | ||
|
|
||
| [network] | ||
| architecture: resnet | ||
| input_size: 64 | ||
| depth: 5 | ||
| branching_factor: 6 | ||
| batch_normalization: True | ||
| batch_normalization_alpha: 0.1 | ||
| dropout: 0.25 | ||
| spatial_dropout: 0.5 | ||
| gaussian_noise: 0.05 | ||
|
|
||
| [updates] | ||
| optimization: - | ||
| learning_rate: 0 ;not used, see schedule | ||
| momentum: 0.90 | ||
| l2_lambda: 0.00001 | ||
| batch_size_train: 72 | ||
| batch_size_validation: 128 | ||
| n_epochs: 240 | ||
|
|
||
| [preprocessing] ;Not used | ||
| random_crop: 0 ;no cropping | ||
| erode_segmentation: 11 | ||
|
|
||
| [normalization] | ||
| zero_center: True | ||
| mean_pixel: 0.2606236106512 | ||
|
|
||
| [augmentation] | ||
| augment: True | ||
| flip: True | ||
| zoom: 0.1 | ||
| rotation: 20 | ||
| translation: 3 | ||
|
|
||
|
|
||
| [misc] | ||
| multiprocess_load_augmentation: False | ||
| save_every_n_epoch: 2 | ||
| n_workers_load_augmentation: 4 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| [info] | ||
| experiment: ResNet default settings | ||
| name: OWN2_resnet56_8 | ||
|
|
||
| [dataset] | ||
| pixels: 96 | ||
| n_classes: 2 | ||
| channels: 1 | ||
| subset: None | ||
| filenames_train: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[01345679]/*/*.pkl.gz | ||
| filenames_validation: /media/diskB/guido/luna16/candidates_v2_0.5mm_96x96_xy_xz_yz/subset[2]/*/*.pkl.gz | ||
| data_folder: None ;not used | ||
|
|
||
| [network] | ||
| architecture: resnet | ||
| input_size: 64 | ||
| depth: 5 | ||
| branching_factor: 6 | ||
| batch_normalization: True | ||
| batch_normalization_alpha: 0.1 | ||
| dropout: 0.25 | ||
| spatial_dropout: 0.5 | ||
| gaussian_noise: 0.05 | ||
|
|
||
| [updates] | ||
| optimization: - | ||
| learning_rate: 0 ;not used, see schedule | ||
| momentum: 0.90 | ||
| l2_lambda: 0.00001 | ||
| batch_size_train: 72 | ||
| batch_size_validation: 128 | ||
| n_epochs: 240 | ||
|
|
||
| [preprocessing] ;Not used | ||
| random_crop: 0 ;no cropping | ||
| erode_segmentation: 11 | ||
|
|
||
| [normalization] | ||
| zero_center: True | ||
| mean_pixel: 0.2606236106512 | ||
|
|
||
| [augmentation] | ||
| augment: True | ||
| flip: True | ||
| zoom: 0.1 | ||
| rotation: 20 | ||
| translation: 3 | ||
|
|
||
|
|
||
| [misc] | ||
| multiprocess_load_augmentation: False | ||
| save_every_n_epoch: 2 | ||
| n_workers_load_augmentation: 4 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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