IBM/pytorchpipe

# This file defines the default values for the CLEVR task.

####################################################################
# 1. CONFIGURATION PARAMETERS that will be LOADED by the component.
####################################################################

# Folder where task will store data (LOADED)
data_folder: '~/data/CLEVR_v1.0'

# Defines the set (split) that will be used (LOADED)
# Options: training | validation | test | cogent_a_training | cogent_a_validation | cogent_b_validation
split: training

# Flag indicating whether the task will load and return images (LOADED)
stream_images: True

# Resize parameter (LOADED)
# When present, resizes the images from original size to [height, width]
# Depth remains set to 3.
#resize_image: [height, width]

# Select applied image preprocessing/augmentations (LOADED)
# Use one (or more) of the affine transformations:
# none | normalize | all
# Accepted formats: a,b,c or [a,b,c]
image_preprocessing: none

streams:
  ####################################################################
  # 2. Keymappings associated with INPUT and OUTPUT streams.
  ####################################################################

  # Stream containing batch of indices (OUTPUT)
  # Every task MUST return that stream.
  indices: indices

  # Stream containing batch of images (OUTPUT)
  images: images

  # Stream containing batch of image names (OUTPUT)
  image_ids: image_ids

  # Stream containing batch of questions (OUTPUT)
  questions: questions

  # Stream containing targets - answers (OUTPUT)
  answers: answers

  # Stream containing scene descriptions (OUTPUT)
  #answers: scene_graphs

  # Stream containing batch with question type - indices (OUTPUT)
  category_ids: question_type_ids

  # Stream containing batch with question type - names (OUTPUT)
  category_names: question_type_names

globals:
  ####################################################################
  # 3. Keymappings of variables that will be RETRIEVED from GLOBALS.
  ####################################################################

  ####################################################################
  # 4. Keymappings associated with GLOBAL variables that will be SET.
  ####################################################################

  # Width of the image (SET)
  input_width: image_width
  # Height of the image (SET)
  input_height: image_height
  # Depth of the image (SET)
  input_depth: image_depth

  # Question type (word-idx) mappings (SET)
  question_type_word_mappings: question_type_word_mappings

  ####################################################################
  # 5. Keymappings associated with statistics that will be ADDED.
  ####################################################################