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+ backend: "auto"
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+ generate_adjusted_samples: True
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+ Partial Flooding: 4
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+ Partial Obstruction: 3
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+ Partial Road Condition: 5
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+ validation_monitor_mode: "max"
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+ validation_reduce_lr_on_plateau_cooldown: 3
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+ alpha: 0.25
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+ gamma: 2
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+ grad_accumulation: 8
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+ l2_reg: 1.0e-05
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+ log_images_every_n_steps: 1000
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+ output_class_weights_strategy: "ipw"
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+ normalize_weights: False
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+ mask_x: 1024
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+ mask_y: 1024
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+ max_epochs: 100
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+ name: "AdamW"
165
+ lr: 0.0005
166
+ weight_decay: 0.00001
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+ output_class_weights:
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+ Background: 1.0e-06
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+ Not Able To Determine: 45
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+ Partial Flooding: 45
171
+ Partial Obstruction: 45
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+ Partial Road Condition: 45
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+ Road Line: 1
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+ Total Destruction: 35
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+ Total Flooding: 35
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+ Total Obstruction: 35
179
+ samples_per_epoch: 4000
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+ tile_x: 1024
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+ tile_y: 1024
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+ loss_parameters:
183
+ loss: [["cross entropy", 1.0]]
184
+ gamma: 2
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+ alpha: 0.25
186
+ bins: 10
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+ momentum: 0.9
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+ smooth: 1.0e-06
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+ n_cls: 11
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+ depth: 101
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+ num_stages: 4
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+ out_indices: [0, 1, 2, 3]
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+ dilations: [1, 1, 2, 4]
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+ strides: [1, 2, 1, 1]
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+ norm_eval: False
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+ contract_dilation: True
199
+ decoder_parameters:
200
+ in_channels: 2048
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+ in_index: 3
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+ channels: 512
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+ pool_scales: [1, 2, 3, 6]
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+ dropout_ratio: 0.1
205
+ align_corners: False
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+ auxiliary_head_parameters:
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+ in_channels: 1024
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+ in_index: 2
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+ channels: 256
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+ num_convs: 1
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+ concat_input: False
212
+ dropout_ratio: 0.1
213
+ align_corners: False
RDA_psp_resnet101_full_unadjusted.yaml ADDED
@@ -0,0 +1,213 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: "RDA_PSP_ResNet101_CCE_full"
2
+ model: "PSPNetResNet"
3
+ task: "RDA"
4
+ masking_strategy_parameters:
5
+ road_width_pixels: 40
6
+ train_location_strategy: "grid"
7
+ train_location_parameters:
8
+ sample_generator_process_pool_size: 6
9
+ adjustment_buffer_distance_px: 326
10
+ train_presentation_strategy: "weighted"
11
+ train_presentation_strategy_parameters:
12
+ length: 4000
13
+ expected_class_balances:
14
+ Not Able To Determine: 1
15
+ Partial Flooding: 1
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+ Partial Obstruction: 1
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+ Partial Road Condition: 1
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+ Particulate Partial: 1
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+ Particulate Total: 1
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+ Road Line: 1
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+ Total Destruction: 1
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+ Total Flooding: 1
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+ Total Obstruction: 1
24
+ balance_monitor: "pixel"
25
+ train_dataset_adaptor_parameters:
26
+ tile_x: 1024
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+ tile_y: 1024
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+ mask_x: 1024
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+ mask_y: 1024
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+ backend: "auto"
31
+ train_annotator_parameters:
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+ generate_adjusted_samples: False
33
+ validation_location_strategy: "grid"
34
+ validation_location_parameters:
35
+ sample_generator_process_pool_size: 6
36
+ adjustment_buffer_distance_px: 326
37
+ validation_presentation_strategy: "indexed"
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+ validation_dataset_adaptor_parameters:
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+ tile_x: 1024
40
+ tile_y: 1024
41
+ mask_x: 1024
42
+ mask_y: 1024
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+ backend: "auto"
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+ validation_annotator_parameters:
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+ generate_adjusted_samples: False
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+ channel_maps:
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+ background_class_idx: 0
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+ default_label: Road Line
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+ Not Able To Determine: 2
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+ Partial Flooding: 4
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+ Partial Obstruction: 3
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+ Partial Road Condition: 5
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+ Particulate Partial: 6
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+ Particulate Total: 10
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+ Road Line: 1
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+ Total Destruction: 9
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+ Total Flooding: 8
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+ Total Obstruction: 7
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+ Road Line: 1
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+ Total Destruction: 9
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+ Total Obstruction: 7
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+ channels:
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+ blue: 2
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+ road_line_segment_length_pixels: 40
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+ validation_monitor: "val_macro_iou"
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+ validation_checkpoint_save_top_k: 1
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+ validation_reduce_lr_on_plateau_cooldown: 3
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+ alpha: 0.25
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+ batch_size: 1
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+ gamma: 2
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+ grad_accumulation: 8
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+ l1_reg: 1.0e-06
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+ l2_reg: 1.0e-05
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+ log_images_every_n_steps: 1000
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+ normalize_weights: False
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+ mask_x: 1024
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+ max_epochs: 100
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+ lr: 0.0005
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+ weight_decay: 0.00001
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+ output_class_weights:
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+ Background: 1.0e-06
169
+ Not Able To Determine: 45
170
+ Partial Flooding: 45
171
+ Partial Obstruction: 45
172
+ Partial Road Condition: 45
173
+ Particulate Partial: 45
174
+ Particulate Total: 35
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+ Road Line: 1
176
+ Total Destruction: 35
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+ Total Flooding: 35
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+ Total Obstruction: 35
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+ samples_per_epoch: 4000
180
+ tile_x: 1024
181
+ tile_y: 1024
182
+ loss_parameters:
183
+ loss: [["cross entropy", 1.0]]
184
+ gamma: 2
185
+ alpha: 0.25
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+ bins: 10
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+ momentum: 0.9
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+ smooth: 1.0e-06
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+ model_parameters:
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+ n_cls: 11
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+ encoder_parameters:
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+ depth: 101
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+ num_stages: 4
194
+ out_indices: [0, 1, 2, 3]
195
+ dilations: [1, 1, 2, 4]
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+ strides: [1, 2, 1, 1]
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+ norm_eval: False
198
+ contract_dilation: True
199
+ decoder_parameters:
200
+ in_channels: 2048
201
+ in_index: 3
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+ channels: 512
203
+ pool_scales: [1, 2, 3, 6]
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+ dropout_ratio: 0.1
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+ align_corners: False
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+ auxiliary_head_parameters:
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+ in_channels: 1024
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+ in_index: 2
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+ channels: 256
210
+ num_convs: 1
211
+ concat_input: False
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+ dropout_ratio: 0.1
213
+ align_corners: False