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cifar10

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Image Classification
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metadata 
pretty_name: CIFAR10 with leftover data for calibration
license: mit
language: en
task_categories:
  - image-classification
size_categories: 100K<n<1M
source_datasets: https://www.cs.toronto.edu/~kriz/cifar.html
dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype: int64
    - name: classname
      dtype: string
configs:
  - config_name: complete
    default: true
    data_files:
      - split: train
        path: train/*.zip
      - split: calibration
        path: calibration/*.zip
      - split: test
        path: test/*.zip
  - config_name: no_airplane
    data_files:
      - split: train
        path:
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
      - split: left_out_train
        path: train/airplane.zip
      - split: left_out_calibration
        path: calibration/airplane.zip
      - split: left_out_test
        path: test/airplane.zip
      - split: left_out
        path:
          - train/airplane.zip
          - calibration/airplane.zip
          - test/airplane.zip
  - config_name: no_automobile
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/airplane.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
      - split: left_out_train
        path: train/automobile.zip
      - split: left_out_calibration
        path: calibration/automobile.zip
      - split: left_out_test
        path: test/automobile.zip
      - split: left_out
        path:
          - train/automobile.zip
          - calibration/automobile.zip
          - test/automobile.zip
  - config_name: no_bird
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
      - split: left_out_train
        path: train/bird.zip
      - split: left_out_calibration
        path: calibration/bird.zip
      - split: left_out_test
        path: test/bird.zip
      - split: left_out
        path:
          - train/bird.zip
          - calibration/bird.zip
          - test/bird.zip
  - config_name: no_cat
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
      - split: left_out_train
        path: train/cat.zip
      - split: left_out_calibration
        path: calibration/cat.zip
      - split: left_out_test
        path: test/cat.zip
      - split: left_out
        path:
          - train/cat.zip
          - calibration/cat.zip
          - test/cat.zip
  - config_name: no_deer
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
      - split: left_out_train
        path: train/deer.zip
      - split: left_out_calibration
        path: calibration/deer.zip
      - split: left_out_test
        path: test/deer.zip
      - split: left_out
        path:
          - train/deer.zip
          - calibration/deer.zip
          - test/deer.zip
  - config_name: no_dog
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
      - split: left_out_train
        path: train/dog.zip
      - split: left_out_calibration
        path: calibration/dog.zip
      - split: left_out_test
        path: test/dog.zip
      - split: left_out
        path:
          - train/dog.zip
          - calibration/dog.zip
          - test/dog.zip
  - config_name: no_frog
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
      - split: left_out_train
        path: train/frog.zip
      - split: left_out_calibration
        path: calibration/frog.zip
      - split: left_out_test
        path: test/frog.zip
      - split: left_out
        path:
          - train/frog.zip
          - calibration/frog.zip
          - test/frog.zip
  - config_name: no_horse
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/ship.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/ship.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/ship.zip
          - test/truck.zip
      - split: left_out_train
        path: train/horse.zip
      - split: left_out_calibration
        path: calibration/horse.zip
      - split: left_out_test
        path: test/horse.zip
      - split: left_out
        path:
          - train/horse.zip
          - calibration/horse.zip
          - test/horse.zip
  - config_name: no_ship
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/truck.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/truck.zip
      - split: test
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/truck.zip
      - split: left_out_train
        path: train/ship.zip
      - split: left_out_calibration
        path: calibration/ship.zip
      - split: left_out_test
        path: test/ship.zip
      - split: left_out
        path:
          - train/ship.zip
          - calibration/ship.zip
          - test/ship.zip
  - config_name: no_truck
    data_files:
      - split: train
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
      - split: calibration
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
      - split: test
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
      - split: left_out_train
        path: train/truck.zip
      - split: left_out_calibration
        path: calibration/truck.zip
      - split: left_out_test
        path: test/truck.zip
      - split: left_out
        path:
          - train/truck.zip
          - calibration/truck.zip
          - test/truck.zip
  - config_name: train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: no_airplane_train
    data_files:
      - split: unique_split
        path:
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: airplane_train
    data_files:
      - split: unique_split
        path: train/airplane.zip
  - config_name: no_airplane_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: airplane_calibration
    data_files:
      - split: unique_split
        path: calibration/airplane.zip
  - config_name: no_airplane_test
    data_files:
      - split: unique_split
        path:
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: airplane_test
    data_files:
      - split: unique_split
        path: test/airplane.zip
  - config_name: no_automobile_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: automobile_train
    data_files:
      - split: unique_split
        path: train/automobile.zip
  - config_name: no_automobile_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: automobile_calibration
    data_files:
      - split: unique_split
        path: calibration/automobile.zip
  - config_name: no_automobile_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: automobile_test
    data_files:
      - split: unique_split
        path: test/automobile.zip
  - config_name: no_bird_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: bird_train
    data_files:
      - split: unique_split
        path: train/bird.zip
  - config_name: no_bird_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: bird_calibration
    data_files:
      - split: unique_split
        path: calibration/bird.zip
  - config_name: no_bird_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: bird_test
    data_files:
      - split: unique_split
        path: test/bird.zip
  - config_name: no_cat_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: cat_train
    data_files:
      - split: unique_split
        path: train/cat.zip
  - config_name: no_cat_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: cat_calibration
    data_files:
      - split: unique_split
        path: calibration/cat.zip
  - config_name: no_cat_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: cat_test
    data_files:
      - split: unique_split
        path: test/cat.zip
  - config_name: no_deer_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: deer_train
    data_files:
      - split: unique_split
        path: train/deer.zip
  - config_name: no_deer_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: deer_calibration
    data_files:
      - split: unique_split
        path: calibration/deer.zip
  - config_name: no_deer_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: deer_test
    data_files:
      - split: unique_split
        path: test/deer.zip
  - config_name: no_dog_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: dog_train
    data_files:
      - split: unique_split
        path: train/dog.zip
  - config_name: no_dog_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: dog_calibration
    data_files:
      - split: unique_split
        path: calibration/dog.zip
  - config_name: no_dog_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: dog_test
    data_files:
      - split: unique_split
        path: test/dog.zip
  - config_name: no_frog_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/horse.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: frog_train
    data_files:
      - split: unique_split
        path: train/frog.zip
  - config_name: no_frog_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/horse.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: frog_calibration
    data_files:
      - split: unique_split
        path: calibration/frog.zip
  - config_name: no_frog_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/horse.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: frog_test
    data_files:
      - split: unique_split
        path: test/frog.zip
  - config_name: no_horse_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/ship.zip
          - train/truck.zip
  - config_name: horse_train
    data_files:
      - split: unique_split
        path: train/horse.zip
  - config_name: no_horse_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/ship.zip
          - calibration/truck.zip
  - config_name: horse_calibration
    data_files:
      - split: unique_split
        path: calibration/horse.zip
  - config_name: no_horse_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/ship.zip
          - test/truck.zip
  - config_name: horse_test
    data_files:
      - split: unique_split
        path: test/horse.zip
  - config_name: no_ship_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/truck.zip
  - config_name: ship_train
    data_files:
      - split: unique_split
        path: train/ship.zip
  - config_name: no_ship_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/truck.zip
  - config_name: ship_calibration
    data_files:
      - split: unique_split
        path: calibration/ship.zip
  - config_name: no_ship_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/truck.zip
  - config_name: ship_test
    data_files:
      - split: unique_split
        path: test/ship.zip
  - config_name: no_truck_train
    data_files:
      - split: unique_split
        path:
          - train/airplane.zip
          - train/automobile.zip
          - train/bird.zip
          - train/cat.zip
          - train/deer.zip
          - train/dog.zip
          - train/frog.zip
          - train/horse.zip
          - train/ship.zip
  - config_name: truck_train
    data_files:
      - split: unique_split
        path: train/truck.zip
  - config_name: no_truck_calibration
    data_files:
      - split: unique_split
        path:
          - calibration/airplane.zip
          - calibration/automobile.zip
          - calibration/bird.zip
          - calibration/cat.zip
          - calibration/deer.zip
          - calibration/dog.zip
          - calibration/frog.zip
          - calibration/horse.zip
          - calibration/ship.zip
  - config_name: truck_calibration
    data_files:
      - split: unique_split
        path: calibration/truck.zip
  - config_name: no_truck_test
    data_files:
      - split: unique_split
        path:
          - test/airplane.zip
          - test/automobile.zip
          - test/bird.zip
          - test/cat.zip
          - test/deer.zip
          - test/dog.zip
          - test/frog.zip
          - test/horse.zip
          - test/ship.zip
  - config_name: truck_test
    data_files:
      - split: unique_split
        path: test/truck.zip

Dataset Specifications

Contains the entire CIFAR10 dataset, downloaded via PyTorch, then split and saved as .png files representing 32x32 images.

There a three splits, perfectly balanced class-wise:

  • train: 49,000 out of the original 50,000 samples from the training set of CIFAR10;
  • calibration: 1,000 left-out samples from the training set;
  • test: 10,000 samples, the entire original test set.

File Structure

Files are archives <split>/<classname>.zip. Each <classname>.zip is a flat archive containing the associated images XXXX.png.

For a given class, every filename XXXX.png is unique, with XXXX ranging:

  • from "0000" to "0999" for test samples,
  • from "1000" to "1099" for calibration samples,
  • from "1100" to "5999" for train samples.

Use with PyTorch

As a helper, you can use the following snippet to iterate through a specific split:

from datasets import load_dataset
from torch.utils.data import DataLoader

dataset = load_dataset("ego-thales/cifar10", name="no_bird_calibration")
dataset = dataset["unique_split"]  # Comment out if you're in case 1. below
dataloader = DataLoader(dataset.with_format("torch"), batch_size=300)
for batch in dataloader:
    # batch["images"]:    tensor with shape `(300, 3, 32, 32)` (`torch.uint8` values between 0 and 255)
    # batch["label"]:     tensor with shape `(300,)` (`torch.int64` values between 0 and 9)
    # batch["classname"]: list of length `300` with classnames as `str`

Loading arguments

While this question does not find a reasonable answer, there are two cases to consider.

1. If you wish to download the full dataset

  • name (Optional): Either "complete" or "no_<classname>".
  • split (Optional): One of "train", "calibration" or "test". If name is of the format "no_<classname>", then the following values are also allowed: "left_out_train", "left_out_calibration", "left_out_test" and "left_out" (for all left-out samples).

2. If you wish to only use a single split

Since apparently streaming=True still goes through every archive to find metadata no matter the setting, as a workaround, we defined many different configuration to act as splits. So use:

  • name: One of "<classname>_<split>" or "no_<classname>_<split>" with <split> either "train", "calibration" or "test".
  • split: Leave empty.

Good to know

The .zip archives are unzipped at every iteration where they are needed. As such, we recommend using an adapted batch_size, accounting for the number of samples in each data.zip.