Delete RDA_psp_resnet101_full_unadjusted.yaml

RDA_psp_resnet101_full_unadjusted.yaml

@@ -1,213 +0,0 @@
-name: "RDA_PSP_ResNet101_CCE_full"
-model: "PSPNetResNet"
-task: "RDA"
-masking_strategy_parameters:
-    road_width_pixels: 40
-train_location_strategy: "grid"
-train_location_parameters:
-  sample_generator_process_pool_size: 6
-  adjustment_buffer_distance_px: 326
-train_presentation_strategy: "weighted"
-train_presentation_strategy_parameters:
-  length: 4000
-  expected_class_balances:
-    Not Able To Determine: 1
-    Partial Flooding: 1
-    Partial Obstruction: 1
-    Partial Road Condition: 1
-    Particulate Partial: 1
-    Particulate Total: 1
-    Road Line: 1
-    Total Destruction: 1
-    Total Flooding: 1
-    Total Obstruction: 1
-  balance_monitor: "pixel"
-train_dataset_adaptor_parameters:
-  tile_x: 1024
-  tile_y: 1024
-  mask_x: 1024
-  mask_y: 1024
-  backend: "auto"
-train_annotator_parameters:
-  generate_adjusted_samples: False
-validation_location_strategy: "grid"
-validation_location_parameters:
-  sample_generator_process_pool_size: 6
-  adjustment_buffer_distance_px: 326
-validation_presentation_strategy: "indexed"
-validation_dataset_adaptor_parameters:
-  tile_x: 1024
-  tile_y: 1024
-  mask_x: 1024
-  mask_y: 1024
-  backend: "auto"
-validation_annotator_parameters:
-  generate_adjusted_samples: False
-channel_maps:
-  background_class_idx: 0
-  default_label: Road Line
-  input_dataset_class_2_idx_map:
-    Background: 0
-    Not Able To Determine: 2
-    Partial Flooding: 4
-    Partial Obstruction: 3
-    Partial Road Condition: 5
-    Particulate Partial: 6
-    Particulate Total: 10
-    Road Line: 1
-    Total Destruction: 9
-    Total Flooding: 8
-    Total Obstruction: 7
-  model_class_2_color_map:
-    Background:
-      alpha: 0
-      blue: 0
-      green: 0
-      red: 0
-    Not Able To Determine:
-      alpha: 255
-      blue: 127
-      green: 127
-      red: 127
-    Partial Flooding:
-      alpha: 255
-      blue: 255
-      green: 255
-      red: 0
-    Partial Obstruction:
-      alpha: 255
-      blue: 255
-      green: 0
-      red: 255
-    Partial Road Condition:
-      alpha: 255
-      blue: 0
-      green: 255
-      red: 255
-    Particulate Partial:
-      alpha: 255
-      blue: 0
-      green: 102
-      red: 255
-    Particulate Total:
-      alpha: 255
-      blue: 51
-      green: 75
-      red: 255
-    Road Line:
-      alpha: 255
-      blue: 0
-      green: 255
-      red: 0
-    Total Destruction:
-      alpha: 255
-      blue: 0
-      green: 0
-      red: 255
-    Total Flooding:
-      alpha: 255
-      blue: 255
-      green: 0
-      red: 0
-    Total Obstruction:
-      alpha: 255
-      blue: 255
-      green: 0
-      red: 127
-  output_class_2_idx_map:
-    Background: 0
-    Not Able To Determine: 2
-    Partial Flooding: 4
-    Partial Obstruction: 3
-    Partial Road Condition: 5
-    Particulate Partial: 6
-    Particulate Total: 10
-    Road Line: 1
-    Total Destruction: 9
-    Total Flooding: 8
-    Total Obstruction: 7
-input:
-  channels:
-    blue: 2
-    green: 1
-    mask: 3
-    red: 0
-  normalized_inputs: true
-  mask_input: false
-  sample_generator_parameters:
-    label_tolerance: 0.1
-  road_line_buffer_width_pixels: 40
-  road_line_segment_length_pixels: 40
-  normalized_inputs: true
-  validation_parameters:
-    batch_size: 1
-    validation_monitor: "val_macro_iou"
-    validation_monitor_mode: "max"
-    validation_checkpoint_save_top_k: 1
-    validation_reduce_lr_on_plateau_patience: 3
-    validation_reduce_lr_on_plateau_cooldown: 3
-  training_parameters:
-    gradient_clip_val: 10.0
-    alpha: 0.25
-    batch_size: 1
-    gamma: 2
-    grad_accumulation: 8
-    l1_reg: 1.0e-06
-    l2_reg: 1.0e-05
-    log_images_every_n_steps: 1000
-    output_class_weights_strategy: "ipw"
-    normalize_weights: False
-    mask_x: 1024
-    mask_y: 1024
-    max_epochs: 100
-    optimizer_parameters:
-      name: "AdamW"
-      lr: 0.0005
-      weight_decay: 0.00001
-    output_class_weights:
-      Background: 1.0e-06
-      Not Able To Determine: 45
-      Partial Flooding: 45
-      Partial Obstruction: 45
-      Partial Road Condition: 45
-      Particulate Partial: 45
-      Particulate Total: 35
-      Road Line: 1
-      Total Destruction: 35
-      Total Flooding: 35
-      Total Obstruction: 35
-    samples_per_epoch: 4000
-    tile_x: 1024
-    tile_y: 1024
-    loss_parameters:
-      loss: [["cross entropy", 1.0]]
-      gamma: 2
-      alpha: 0.25
-      bins: 10
-      momentum: 0.9
-      smooth: 1.0e-06
-  model_parameters:
-    n_cls: 11
-    encoder_parameters:
-      depth: 101
-      num_stages: 4
-      out_indices: [0, 1, 2, 3]
-      dilations: [1, 1, 2, 4]
-      strides: [1, 2, 1, 1]
-      norm_eval: False
-      contract_dilation: True
-    decoder_parameters:
-      in_channels: 2048
-      in_index: 3
-      channels: 512
-      pool_scales: [1, 2, 3, 6]
-      dropout_ratio: 0.1
-      align_corners: False
-    auxiliary_head_parameters:
-      in_channels: 1024
-      in_index: 2
-      channels: 256
-      num_convs: 1
-      concat_input: False
-      dropout_ratio: 0.1
-      align_corners: False